2019
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Raatikainen, Mikko Product Management Intelligence. Miscellaneous 2019. Links | BibTeX | Tags: product management, requirements engineering, requirements intelligence @misc{Raatikainen2019b,
title = {Product Management Intelligence. },
author = {Mikko Raatikainen},
url = {https://docs.google.com/presentation/d/1rSfOQL2dlj_8gNg2YZnowBqqcaCQgEYorj9ZKf7p4sY/edit#slide=id.g5572b5c637_0_0},
year = {2019},
date = {2019-04-05},
booktitle = {Poster in CS meets Data Science Fest, Helsinki, Finland, 5 April 2019.},
keywords = {product management, requirements engineering, requirements intelligence},
pubstate = {published},
tppubtype = {misc}
}
|
Polat Erdeniz, Seda ; Felfernig, Alexander CSPHeuristix: A Learning-based Heuristics Library for Constraint Satisfaction Problems Journal Article Journal of Intelligent Information Systems, 2019, ISSN: 0925-9902. BibTeX | Tags: @article{50b9b2dbf1914a3481f0596a547c3df9,
title = {CSPHeuristix: A Learning-based Heuristics Library for Constraint Satisfaction Problems},
author = {Seda {Polat Erdeniz} and Alexander Felfernig},
issn = {0925-9902},
year = {2019},
date = {2019-01-01},
journal = {Journal of Intelligent Information Systems},
publisher = {Springer International Publishing AG},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
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Polat Erdeniz, Seda ; Felfernig, Alexander; ü, Müsl; Samer, Ralph Matrix Factorization based Heuristics for Constraint-based Recommenders Inproceedings The 34th ACM/SIGAPP Symposium On Applied Computing (SAC'19), 2019. BibTeX | Tags: @inproceedings{d6e564b08c9545cfb31ab0a957af151e,
title = {Matrix Factorization based Heuristics for Constraint-based Recommenders},
author = {Seda {Polat Erdeniz} and Alexander Felfernig and M\"{u}sl \"{u} and Ralph Samer},
year = {2019},
date = {2019-01-01},
booktitle = {The 34th ACM/SIGAPP Symposium On Applied Computing (SAC'19)},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Polat Erdeniz, Seda ; Felfernig, Alexander; Atas, Müslüm Learned Constraint Ordering for Consistency Based Direct Diagnosis Inproceedings 32nd International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems (IEA/AIE 2019), 2019. BibTeX | Tags: @inproceedings{b91779969fe54332a326bf3f95b213b2,
title = {Learned Constraint Ordering for Consistency Based Direct Diagnosis},
author = {Seda {Polat Erdeniz} and Alexander Felfernig and M\"{u}sl\"{u}m Atas},
year = {2019},
date = {2019-01-01},
booktitle = {32nd International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems (IEA/AIE 2019)},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Atas, Müslüm; Tran, Thi Ngoc Trang; Felfernig, Alexander; Erdeniz, Seda Polat; Samer, Ralph; Stettinger, Martin Towards Similarity-Aware Constraint-Based Recommendation Inproceedings Institute of software technology, Graz University of Technology Springer International Publishing, Inffeldgasse 16b/2, 2019. BibTeX | Tags: @inproceedings{10.1007/978-3-319-92058-0_25b,
title = {Towards Similarity-Aware Constraint-Based Recommendation},
author = {M\"{u}sl\"{u}m Atas and Thi Ngoc Trang Tran and Alexander Felfernig and Seda Polat Erdeniz and Ralph Samer and Martin Stettinger},
year = {2019},
date = {2019-01-01},
publisher = {Springer International Publishing},
address = {Inffeldgasse 16b/2},
organization = {Institute of software technology, Graz University of Technology},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
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Trang, Tran Thi Ngoc; Alexander, Felfernig; Atas, Muesluem The Influence of Evaluation Scales on User Preference Acquisition Inproceedings Springer International Publishing, Cham, 2019. BibTeX | Tags: @inproceedings{10.1007/978-3-319-92058-0_25d,
title = {The Influence of Evaluation Scales on User Preference Acquisition},
author = {Tran Thi Ngoc Trang and Felfernig Alexander and Muesluem Atas},
year = {2019},
date = {2019-01-01},
publisher = {Springer International Publishing},
address = {Cham},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Atas, Müslüm; Samer, Ralph; Felfernig, Alexander; Tran, Thi Ngoc Trang; Erdeniz, Seda Polat; Stettinger, Martin Socially-Aware Diagnosis for Constraint-Based Recommendation Inproceedings Proceedings of the 27th Conference on User Modeling, Adaptation and Personalization, ACM, New York, NY, USA, 2019. BibTeX | Tags: @inproceedings{Tran:2018:ISP:3209219.3209255,
title = {Socially-Aware Diagnosis for Constraint-Based Recommendation},
author = {M\"{u}sl\"{u}m Atas and Ralph Samer and Alexander Felfernig and Thi Ngoc Trang Tran and Seda Polat Erdeniz and Martin Stettinger},
year = {2019},
date = {2019-01-01},
booktitle = {Proceedings of the 27th Conference on User Modeling, Adaptation and Personalization},
publisher = {ACM},
address = {New York, NY, USA},
series = {UMAP '19},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Tran, Thi Ngoc Trang; Atas, Müslüm; Felfernig, Alexander; Le, Viet Man; Samer, Ralph Towards Social Choice-based Explanations in Group Recommender Systems Inproceedings Proceedings of the 27th Conference on User Modeling, Adaptation and Personalization, ACM, New York, NY, USA, 2019. BibTeX | Tags: @inproceedings{Tran:2018:ISP:3209219.3209255b,
title = {Towards Social Choice-based Explanations in Group Recommender Systems},
author = {Thi Ngoc Trang Tran and M\"{u}sl\"{u}m Atas and Alexander Felfernig and Viet Man Le and Ralph Samer},
year = {2019},
date = {2019-01-01},
booktitle = {Proceedings of the 27th Conference on User Modeling, Adaptation and Personalization},
publisher = {ACM},
address = {New York, NY, USA},
series = {UMAP '19},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Logesh, R; Subramaniyaswamy, V Exploring Hybrid Recommender Systems for Personalized Travel Applications Inproceedings Mallick, Pradeep Kumar; Balas, Valentina Emilia; Bhoi, Akash Kumar; Zobaa, Ahmed F (Ed.): Cognitive Informatics and Soft Computing, pp. 535–544, Springer Singapore, Singapore, 2019, ISBN: 978-981-13-0617-4. Abstract | BibTeX | Tags: @inproceedings{10.1007/978-981-13-0617-4_52,
title = {Exploring Hybrid Recommender Systems for Personalized Travel Applications},
author = {R Logesh and V Subramaniyaswamy},
editor = {Pradeep Kumar Mallick and Valentina Emilia Balas and Akash Kumar Bhoi and Ahmed F Zobaa},
isbn = {978-981-13-0617-4},
year = {2019},
date = {2019-01-01},
booktitle = {Cognitive Informatics and Soft Computing},
pages = {535--544},
publisher = {Springer Singapore},
address = {Singapore},
abstract = {The recent research in the recommender systems domain has attracted many researchers due to its increasing demands in the real world. To bridge the real-world issues of the users with the problems of the researchers in the digital world, we present hybrid recommendation techniques in e-Tourism domain. In this paper, we have explained the research problems in the e-Tourism applications and presented the possible solution to achieve better personalized recommendations. We have developed a Personalized Context-Aware Hybrid Travel Recommender System (PCAHTRS) by incorporating user's contextual information. The proposed PCAHTRS is evaluated on the real-time large-scale datasets of Yelp and TripAdvisor. The experimental results depict the improved performance of the proposed approach over traditional approaches. We have concluded the paper with future work guidelines to help researchers to achieve fruitful solutions for recommendation problems.},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
The recent research in the recommender systems domain has attracted many researchers due to its increasing demands in the real world. To bridge the real-world issues of the users with the problems of the researchers in the digital world, we present hybrid recommendation techniques in e-Tourism domain. In this paper, we have explained the research problems in the e-Tourism applications and presented the possible solution to achieve better personalized recommendations. We have developed a Personalized Context-Aware Hybrid Travel Recommender System (PCAHTRS) by incorporating user's contextual information. The proposed PCAHTRS is evaluated on the real-time large-scale datasets of Yelp and TripAdvisor. The experimental results depict the improved performance of the proposed approach over traditional approaches. We have concluded the paper with future work guidelines to help researchers to achieve fruitful solutions for recommendation problems. |
Yao, Liming; Xu, Zhongwen; Zhou, Xiaoyang; Lev, Benjamin Synergies Between Association Rules and Collaborative Filtering in Recommender System: An Application to Auto Industry Book Chapter Márquez, Fausto Pedro García; Lev, Benjamin (Ed.): Data Science and Digital Business, pp. 65–80, Springer International Publishing, Cham, 2019, ISBN: 978-3-319-95651-0. Abstract | Links | BibTeX | Tags: @inbook{Yao2019,
title = {Synergies Between Association Rules and Collaborative Filtering in Recommender System: An Application to Auto Industry},
author = {Liming Yao and Zhongwen Xu and Xiaoyang Zhou and Benjamin Lev},
editor = {Fausto Pedro Garc\'{i}a M\'{a}rquez and Benjamin Lev},
url = {https://doi.org/10.1007/978-3-319-95651-0_5},
doi = {10.1007/978-3-319-95651-0_5},
isbn = {978-3-319-95651-0},
year = {2019},
date = {2019-01-01},
booktitle = {Data Science and Digital Business},
pages = {65--80},
publisher = {Springer International Publishing},
address = {Cham},
abstract = {Recommender system, famous for finding potential requirement of customers, is widely applied in many domain, such as bank, mobile, music, book and so on. We propose an integrated recommender system contains data-processing, recommendation and evaluation processed. Traditional recommendation process aimed to recognize items that are more likely to be preferred by a specific user, however, it is expensive to recommend items to users who have no buying intention. Therefore, we propose a two stage recommendation process by adopting advantages of many recommender technology. The first stage use association rules as a means of classifying customers and finding potential customers. In the second stage, CF methods are applied to realize recommendation. In experimental study, we use auto industry database to illustrate the proposed system. First, we find some implied information for the rules generated, which conforms to the observation. Second, CF method based on users' implicit preference information to recommend.},
keywords = {},
pubstate = {published},
tppubtype = {inbook}
}
Recommender system, famous for finding potential requirement of customers, is widely applied in many domain, such as bank, mobile, music, book and so on. We propose an integrated recommender system contains data-processing, recommendation and evaluation processed. Traditional recommendation process aimed to recognize items that are more likely to be preferred by a specific user, however, it is expensive to recommend items to users who have no buying intention. Therefore, we propose a two stage recommendation process by adopting advantages of many recommender technology. The first stage use association rules as a means of classifying customers and finding potential customers. In the second stage, CF methods are applied to realize recommendation. In experimental study, we use auto industry database to illustrate the proposed system. First, we find some implied information for the rules generated, which conforms to the observation. Second, CF method based on users' implicit preference information to recommend. |
Choudhary, Nirmal; Bharadwaj, K K Leveraging Trust Behaviour of Users for Group Recommender Systems in Social Networks Book Chapter Krishna, A N; Srikantaiah, K C; Naveena, C (Ed.): Integrated Intelligent Computing, Communication and Security, pp. 41–47, Springer Singapore, Singapore, 2019, ISBN: 978-981-10-8797-4. Abstract | Links | BibTeX | Tags: @inbook{Choudhary2019,
title = {Leveraging Trust Behaviour of Users for Group Recommender Systems in Social Networks},
author = {Nirmal Choudhary and K K Bharadwaj},
editor = {A N Krishna and K C Srikantaiah and C Naveena},
url = {https://doi.org/10.1007/978-981-10-8797-4_5},
doi = {10.1007/978-981-10-8797-4_5},
isbn = {978-981-10-8797-4},
year = {2019},
date = {2019-01-01},
booktitle = {Integrated Intelligent Computing, Communication and Security},
pages = {41--47},
publisher = {Springer Singapore},
address = {Singapore},
abstract = {Group recommender systems (GRSs) provide recommendations to groups, i.e., they take all individual group member preferences into account and satisfy them optimally with a sequence of items. Few researchers have considered the behaviour of the users for group recommendation. In our work, we have exploited the trust factor among users to make group recommendations so as to satisfy the preferences of all the users. We present a novel approach to GRSs that takes into account the similarity- and knowledge-based trust between group members to enhance the quality of GRSs. The effectiveness of trust-based GRSs is compared with a baseline technique, the least-misery strategy, and it is observed that the results of computational experiments establish the superiority of our proposed model over the baseline GRSs technique.},
keywords = {},
pubstate = {published},
tppubtype = {inbook}
}
Group recommender systems (GRSs) provide recommendations to groups, i.e., they take all individual group member preferences into account and satisfy them optimally with a sequence of items. Few researchers have considered the behaviour of the users for group recommendation. In our work, we have exploited the trust factor among users to make group recommendations so as to satisfy the preferences of all the users. We present a novel approach to GRSs that takes into account the similarity- and knowledge-based trust between group members to enhance the quality of GRSs. The effectiveness of trust-based GRSs is compared with a baseline technique, the least-misery strategy, and it is observed that the results of computational experiments establish the superiority of our proposed model over the baseline GRSs technique. |
Cooper, Hal James; Iyengar, Garud; Lin, Ching-Yung Personalized Product Recommendation for Interactive Media Inproceedings Karwowski, Waldemar; Ahram, Tareq (Ed.): Intelligent Human Systems Integration 2019, pp. 510–516, Springer International Publishing, Cham, 2019, ISBN: 978-3-030-11051-2. Abstract | BibTeX | Tags: @inproceedings{10.1007/978-3-030-11051-2_77,
title = {Personalized Product Recommendation for Interactive Media},
author = {Hal James Cooper and Garud Iyengar and Ching-Yung Lin},
editor = {Waldemar Karwowski and Tareq Ahram},
isbn = {978-3-030-11051-2},
year = {2019},
date = {2019-01-01},
booktitle = {Intelligent Human Systems Integration 2019},
pages = {510--516},
publisher = {Springer International Publishing},
address = {Cham},
abstract = {The video game industry is larger than both the film and music industries combined yet has received scant academic attention. We explore recommendations that makes use of interactivity, arguably the most distinguishing feature of video game products. We show that implicit data that tracks user-game interactions and levels of attainment (e.g. Microsoft Xbox Achievements) has high predictive value when making recommendations. Furthermore, we argue that the characteristics of the video gaming hobby (low cost, high duration, socially relevant) make clear the necessity of personalized, individual recommendations that can incorporate social networking information. We tackle this problem from the viewpoint of graph querying and demonstrate the foundation of a new approach for learning structured graph queries from data.},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
The video game industry is larger than both the film and music industries combined yet has received scant academic attention. We explore recommendations that makes use of interactivity, arguably the most distinguishing feature of video game products. We show that implicit data that tracks user-game interactions and levels of attainment (e.g. Microsoft Xbox Achievements) has high predictive value when making recommendations. Furthermore, we argue that the characteristics of the video gaming hobby (low cost, high duration, socially relevant) make clear the necessity of personalized, individual recommendations that can incorporate social networking information. We tackle this problem from the viewpoint of graph querying and demonstrate the foundation of a new approach for learning structured graph queries from data. |
Gregoriades, Andreas; Pampaka, Maria; Georgiades, Michael A Holistic Approach to Requirements Elicitation for Mobile Tourist Recommendation Systems Inproceedings pp. 857–873, Springer International Publishing, Cham, 2019, ISBN: 978-3-030-12388-8. Abstract | BibTeX | Tags: @inproceedings{10.1007/978-3-030-12388-8_58,
title = {A Holistic Approach to Requirements Elicitation for Mobile Tourist Recommendation Systems},
author = {Andreas Gregoriades and Maria Pampaka and Michael Georgiades},
isbn = {978-3-030-12388-8},
year = {2019},
date = {2019-01-01},
pages = {857--873},
publisher = {Springer International Publishing},
address = {Cham},
abstract = {Mobile recommendation systems (MRS) are becoming ever more popular in the tourism industry, due to their potential to declutter the decision-making process of tourists. Despite their proliferation, such systems seem to lack accuracy and relevance to the needs of their users. This paper describes the mobile recommendation problem and explores the relationships between personality, emotion, context and recommendations for tourists. Its aim is to investigate user-requirements of prospective mobile recommendation systems for tourists and the influence of personality and emotional state on user needs. To that end, a survey was conducted with tourists in Cyprus at a point of interest to identify their recommendation needs. Collected data have been analyzed and preliminary results indicate different user requirements among contextual factors. This indicated that the contextualization of these applications in accordance with users' personality and emotional state is essential to realize their full potential.},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Mobile recommendation systems (MRS) are becoming ever more popular in the tourism industry, due to their potential to declutter the decision-making process of tourists. Despite their proliferation, such systems seem to lack accuracy and relevance to the needs of their users. This paper describes the mobile recommendation problem and explores the relationships between personality, emotion, context and recommendations for tourists. Its aim is to investigate user-requirements of prospective mobile recommendation systems for tourists and the influence of personality and emotional state on user needs. To that end, a survey was conducted with tourists in Cyprus at a point of interest to identify their recommendation needs. Collected data have been analyzed and preliminary results indicate different user requirements among contextual factors. This indicated that the contextualization of these applications in accordance with users' personality and emotional state is essential to realize their full potential. |
Falkner, Andreas; Palomares, Cristina; Franch, Xavier; Schenner, Gottfried; Aznar, Pablo; Schoerghuber, Alexander Identifying Requirements in Requests for Proposal: A Research Preview Inproceedings Knauss, Eric; Goedicke, Michael (Ed.): Requirements Engineering: Foundation for Software Quality, pp. 176–182, Springer International Publishing, Cham, 2019, ISBN: 978-3-030-15538-4. Abstract | BibTeX | Tags: @inproceedings{10.1007/978-3-030-15538-4_13,
title = {Identifying Requirements in Requests for Proposal: A Research Preview},
author = {Andreas Falkner and Cristina Palomares and Xavier Franch and Gottfried Schenner and Pablo Aznar and Alexander Schoerghuber},
editor = {Eric Knauss and Michael Goedicke},
isbn = {978-3-030-15538-4},
year = {2019},
date = {2019-01-01},
booktitle = {Requirements Engineering: Foundation for Software Quality},
pages = {176--182},
publisher = {Springer International Publishing},
address = {Cham},
abstract = {[Context & motivation] Bidding processes are a usual requirement elicitation instrument for large IT or infrastructure projects. An organization or agency issues a Request for Proposal (RFP) and interested companies may submit compliant offers. [Problem] Such RFPs comprise natural language documents of several hundreds of pages with requirements of various kinds mixed with other information. The analysis of that huge amount of information is very time consuming and cumbersome because bidding companies should not disregard any requirement stated in the RFP. [Principal ideas/results] This research preview paper presents a first version of a classification component, OpenReq Classification Service (ORCS), which extracts requirements from RFP documents while discarding irrelevant text. ORCS is based on the use of Na"ive Bayes classifiers. We have trained ORCS with 6 RFPs and then tested the component with 4 other RFPs, all of them from the railway safety domain. [Contribution] ORCS paves the way to improved productivity by reducing the manual effort needed to identify requirements from natural language RFPs.},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
[Context & motivation] Bidding processes are a usual requirement elicitation instrument for large IT or infrastructure projects. An organization or agency issues a Request for Proposal (RFP) and interested companies may submit compliant offers. [Problem] Such RFPs comprise natural language documents of several hundreds of pages with requirements of various kinds mixed with other information. The analysis of that huge amount of information is very time consuming and cumbersome because bidding companies should not disregard any requirement stated in the RFP. [Principal ideas/results] This research preview paper presents a first version of a classification component, OpenReq Classification Service (ORCS), which extracts requirements from RFP documents while discarding irrelevant text. ORCS is based on the use of Na"ive Bayes classifiers. We have trained ORCS with 6 RFPs and then tested the component with 4 other RFPs, all of them from the railway safety domain. [Contribution] ORCS paves the way to improved productivity by reducing the manual effort needed to identify requirements from natural language RFPs. |
Vairale, Vaishali S; Shukla, Samiksha Recommendation Framework for Diet and Exercise Based on Clinical Data: A Systematic Review Inproceedings Mishra, Durgesh Kumar; Yang, Xin-She; Unal, Aynur (Ed.): Data Science and Big Data Analytics, pp. 333–346, Springer Singapore, Singapore, 2019, ISBN: 978-981-10-7641-1. Abstract | BibTeX | Tags: @inproceedings{10.1007/978-981-10-7641-1_29,
title = {Recommendation Framework for Diet and Exercise Based on Clinical Data: A Systematic Review},
author = {Vaishali S Vairale and Samiksha Shukla},
editor = {Durgesh Kumar Mishra and Xin-She Yang and Aynur Unal},
isbn = {978-981-10-7641-1},
year = {2019},
date = {2019-01-01},
booktitle = {Data Science and Big Data Analytics},
pages = {333--346},
publisher = {Springer Singapore},
address = {Singapore},
abstract = {Nowadays, diet and exercise recommender frameworks have gaining expanding consideration because of their importance for living healthy lifestyle. Due of the expanded utilization of the web, people obtain the applicable wellbeing data with respect to their medicinal problem and available medications. Since diseases have a strong relationship with food and exercise, it is especially essential for the patients to focus on adopting good food habits and normal exercise routine. Most existing systems on the diet concentrate on proposals that recommend legitimate food items by considering their food choices or medical issues. These frameworks provide functionalities to monitor nutritional requirement and additionally suggest the clients to change their eating conduct in an interactive way. We present a review of diet and physical activity recommendation frameworks for people suffering from specific diseases in this paper. We demonstrate the advancement made towards recommendation frameworks helping clients to find customized, complex medical facilities or make them available some preventive services measures. We recognize few challenges for diet and exercise recommendation frameworks which are required to be addressed in sensitive areas like health care.},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Nowadays, diet and exercise recommender frameworks have gaining expanding consideration because of their importance for living healthy lifestyle. Due of the expanded utilization of the web, people obtain the applicable wellbeing data with respect to their medicinal problem and available medications. Since diseases have a strong relationship with food and exercise, it is especially essential for the patients to focus on adopting good food habits and normal exercise routine. Most existing systems on the diet concentrate on proposals that recommend legitimate food items by considering their food choices or medical issues. These frameworks provide functionalities to monitor nutritional requirement and additionally suggest the clients to change their eating conduct in an interactive way. We present a review of diet and physical activity recommendation frameworks for people suffering from specific diseases in this paper. We demonstrate the advancement made towards recommendation frameworks helping clients to find customized, complex medical facilities or make them available some preventive services measures. We recognize few challenges for diet and exercise recommendation frameworks which are required to be addressed in sensitive areas like health care. |
Malviya, Neha; Jain, Sarika Web-Based Service Recommendation System by Considering User Requirements Inproceedings Mishra, Durgesh Kumar; Yang, Xin-She; Unal, Aynur (Ed.): Data Science and Big Data Analytics, pp. 291–302, Springer Singapore, Singapore, 2019, ISBN: 978-981-10-7641-1. Abstract | BibTeX | Tags: @inproceedings{10.1007/978-981-10-7641-1_25,
title = {Web-Based Service Recommendation System by Considering User Requirements},
author = {Neha Malviya and Sarika Jain},
editor = {Durgesh Kumar Mishra and Xin-She Yang and Aynur Unal},
isbn = {978-981-10-7641-1},
year = {2019},
date = {2019-01-01},
booktitle = {Data Science and Big Data Analytics},
pages = {291--302},
publisher = {Springer Singapore},
address = {Singapore},
abstract = {In this age of Internet and service delivery almost all the kinds of services and products are available online for selection and use. In addition of that for a single kind of product or service a number of different vendors and service providers are exist. Additionally all the providers are claimed to provide most valuable services. In this context to compare and find the appropriate service according to the end client a service recommendation system is required. The aim of this recommendation system design is to understand the client current requirements and explore the database for recovering the most likely services. In order to demonstrate the issues and solution of this domain a real-world problem namely hotel booking service is used. On the problem of this recommendation system design is treated as a search system on structured data source. Thus to find the suitable outcomes from the proposed working model quantum genetic technique is used. That technique first accepts the dataset information and the user requirements, after that the encoding of information is performed in binary values. Additionally the query sequence is treated as binary string with all 1s. Finally the genetic algorithm is implemented for finding the fit solution among all the available binary sequences. The generated seeds from the genetic algorithm are treated as final recommendation of search system. Additionally the fitness values are used to rank the solutions. The implementation and result evaluation is performed on JAVA technology. After that the performance using time and space complexity notified. Both the performance parameters demonstrate the acceptability of the work.},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
In this age of Internet and service delivery almost all the kinds of services and products are available online for selection and use. In addition of that for a single kind of product or service a number of different vendors and service providers are exist. Additionally all the providers are claimed to provide most valuable services. In this context to compare and find the appropriate service according to the end client a service recommendation system is required. The aim of this recommendation system design is to understand the client current requirements and explore the database for recovering the most likely services. In order to demonstrate the issues and solution of this domain a real-world problem namely hotel booking service is used. On the problem of this recommendation system design is treated as a search system on structured data source. Thus to find the suitable outcomes from the proposed working model quantum genetic technique is used. That technique first accepts the dataset information and the user requirements, after that the encoding of information is performed in binary values. Additionally the query sequence is treated as binary string with all 1s. Finally the genetic algorithm is implemented for finding the fit solution among all the available binary sequences. The generated seeds from the genetic algorithm are treated as final recommendation of search system. Additionally the fitness values are used to rank the solutions. The implementation and result evaluation is performed on JAVA technology. After that the performance using time and space complexity notified. Both the performance parameters demonstrate the acceptability of the work. |
Subramani, Sushmita; Jose, Sujitha; Baadkar, Tanisha Rajesh; Murthy, Srinivasa An Elective Course Decision Support System Using Decision Tree and Fuzzy Logic Book Chapter Shukla, Rajesh Kumar; Agrawal, Jitendra; Sharma, Sanjeev; Tomer, Geetam Singh (Ed.): Data, Engineering and Applications: Volume 1, pp. 149–157, Springer Singapore, Singapore, 2019, ISBN: 978-981-13-6347-4. Abstract | Links | BibTeX | Tags: @inbook{Subramani2019,
title = {An Elective Course Decision Support System Using Decision Tree and Fuzzy Logic},
author = {Sushmita Subramani and Sujitha Jose and Tanisha Rajesh Baadkar and Srinivasa Murthy},
editor = {Rajesh Kumar Shukla and Jitendra Agrawal and Sanjeev Sharma and Geetam Singh Tomer},
url = {https://doi.org/10.1007/978-981-13-6347-4_14},
doi = {10.1007/978-981-13-6347-4_14},
isbn = {978-981-13-6347-4},
year = {2019},
date = {2019-01-01},
booktitle = {Data, Engineering and Applications: Volume 1},
pages = {149--157},
publisher = {Springer Singapore},
address = {Singapore},
abstract = {In many universities, a student has to take several mandatory courses and some elective courses which the student can individually choose. Many a time, elective course contents are not clear and prerequisites are not seriously considered. In this paper, we show that it is possible to get insight into the student's performance in the electives offered, by the knowledge of student's past performance in related courses. Data of similar students, who have recently graduated, is used to build a decision support system (DSS) using decision tree and fuzzy logic. Rules are extracted that establish the relationship between prerequisites and elective courses and their performance. Current course performance is entered into this elective course DSS (E-DSS), which can predict suitable electives and how the student might perform in those electives. Satisfactory results are obtained from the tests, and it is found that the students who performed successfully well at the required prerequisite courses have also performed well in the related elective courses.},
keywords = {},
pubstate = {published},
tppubtype = {inbook}
}
In many universities, a student has to take several mandatory courses and some elective courses which the student can individually choose. Many a time, elective course contents are not clear and prerequisites are not seriously considered. In this paper, we show that it is possible to get insight into the student's performance in the electives offered, by the knowledge of student's past performance in related courses. Data of similar students, who have recently graduated, is used to build a decision support system (DSS) using decision tree and fuzzy logic. Rules are extracted that establish the relationship between prerequisites and elective courses and their performance. Current course performance is entered into this elective course DSS (E-DSS), which can predict suitable electives and how the student might perform in those electives. Satisfactory results are obtained from the tests, and it is found that the students who performed successfully well at the required prerequisite courses have also performed well in the related elective courses. |
Sahu, Himanshu; Sharma, Neha; Gupta, Utkarsh A New Framework for Collecting Implicit User Feedback for Movie and Video Recommender System Inproceedings Khare, Ashish; Tiwary, Uma Shankar; Sethi, Ishwar K; Singh, Nar (Ed.): Recent Trends in Communication, Computing, and Electronics, pp. 399–408, Springer Singapore, Singapore, 2019, ISBN: 978-981-13-2685-1. Abstract | BibTeX | Tags: @inproceedings{10.1007/978-981-13-2685-1_38,
title = {A New Framework for Collecting Implicit User Feedback for Movie and Video Recommender System},
author = {Himanshu Sahu and Neha Sharma and Utkarsh Gupta},
editor = {Ashish Khare and Uma Shankar Tiwary and Ishwar K Sethi and Nar Singh},
isbn = {978-981-13-2685-1},
year = {2019},
date = {2019-01-01},
booktitle = {Recent Trends in Communication, Computing, and Electronics},
pages = {399--408},
publisher = {Springer Singapore},
address = {Singapore},
abstract = {In today's digital world due to unlimited content, product and services available online, finding an item that satisfies user requirement and taste by simply web searching is near impossible. Recommender systems are information filtering tool which provides personalized results. Movie and video recommender system is also gaining popularity due to the growth in online streaming video content Web sites and its subscriber. Accuracy and efficiency are two major aspects of a recommendation engine because it is directly related to user experience. To achieve higher accuracy, user feedback is required which can be collected either explicitly or implicitly. Explicit feedback is not always available and not always unbiased, so implicit feedback seems to be a better option for user preference collection. In this paper, a new framework is proposed which collects the implicit user feedback (along with explicit) for a movie and video recommender system. Implicit feedbacks can be converted to explicit feedback using the proposed UARCA which can be used to improve the accuracy of recommendation engine.},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
In today's digital world due to unlimited content, product and services available online, finding an item that satisfies user requirement and taste by simply web searching is near impossible. Recommender systems are information filtering tool which provides personalized results. Movie and video recommender system is also gaining popularity due to the growth in online streaming video content Web sites and its subscriber. Accuracy and efficiency are two major aspects of a recommendation engine because it is directly related to user experience. To achieve higher accuracy, user feedback is required which can be collected either explicitly or implicitly. Explicit feedback is not always available and not always unbiased, so implicit feedback seems to be a better option for user preference collection. In this paper, a new framework is proposed which collects the implicit user feedback (along with explicit) for a movie and video recommender system. Implicit feedbacks can be converted to explicit feedback using the proposed UARCA which can be used to improve the accuracy of recommendation engine. |
Jain, Sonal; Khangarot, Harshita; Singh, Shivank Journal Recommendation System Using Content-Based Filtering Inproceedings Kalita, Jugal; Balas, Valentina Emilia; Borah, Samarjeet; Pradhan, Ratika (Ed.): Recent Developments in Machine Learning and Data Analytics, pp. 99–108, Springer Singapore, Singapore, 2019, ISBN: 978-981-13-1280-9. Abstract | BibTeX | Tags: @inproceedings{10.1007/978-981-13-1280-9_9,
title = {Journal Recommendation System Using Content-Based Filtering},
author = {Sonal Jain and Harshita Khangarot and Shivank Singh},
editor = {Jugal Kalita and Valentina Emilia Balas and Samarjeet Borah and Ratika Pradhan},
isbn = {978-981-13-1280-9},
year = {2019},
date = {2019-01-01},
booktitle = {Recent Developments in Machine Learning and Data Analytics},
pages = {99--108},
publisher = {Springer Singapore},
address = {Singapore},
abstract = {Recommendation systems provide an approach to facilitate the user's desire. It is helpful in recommending the things from various domains. Researchers express their ideas and experience in an academic article for the research community. However, they have ample of options when they aspire to publish. At times, they end up with incorrect submission resulting in waste of time and effort of editor as well as himself. Journal selection has been a very tedious task for the novice authors. In this paper, Journal Recommendation System (JRS) is proposed, which will solve the problem of publication for many authors. Content-based filtering method is used for this purpose. The dataset used is prepared by the authors and distance algorithm is used for recommendation.},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Recommendation systems provide an approach to facilitate the user's desire. It is helpful in recommending the things from various domains. Researchers express their ideas and experience in an academic article for the research community. However, they have ample of options when they aspire to publish. At times, they end up with incorrect submission resulting in waste of time and effort of editor as well as himself. Journal selection has been a very tedious task for the novice authors. In this paper, Journal Recommendation System (JRS) is proposed, which will solve the problem of publication for many authors. Content-based filtering method is used for this purpose. The dataset used is prepared by the authors and distance algorithm is used for recommendation. |
Raghuwanshi, Sandeep K; Pateriya, R K Collaborative Filtering Techniques in Recommendation Systems Book Chapter Shukla, Rajesh Kumar; Agrawal, Jitendra; Sharma, Sanjeev; Tomer, Geetam Singh (Ed.): Data, Engineering and Applications: Volume 1, pp. 11–21, Springer Singapore, Singapore, 2019, ISBN: 978-981-13-6347-4. Abstract | Links | BibTeX | Tags: @inbook{Raghuwanshi2019,
title = {Collaborative Filtering Techniques in Recommendation Systems},
author = {Sandeep K Raghuwanshi and R K Pateriya},
editor = {Rajesh Kumar Shukla and Jitendra Agrawal and Sanjeev Sharma and Geetam Singh Tomer},
url = {https://doi.org/10.1007/978-981-13-6347-4_2},
doi = {10.1007/978-981-13-6347-4_2},
isbn = {978-981-13-6347-4},
year = {2019},
date = {2019-01-01},
booktitle = {Data, Engineering and Applications: Volume 1},
pages = {11--21},
publisher = {Springer Singapore},
address = {Singapore},
abstract = {Recommendation system is the tool to user preferences over a given set of items. It takes help of the previous auxiliary information in terms of feedback or ratings. The main purpose of a recommender system is to engage users and enhance their experience over the Internet. Presently, recommender systems are widely used over e-commerce and social networking sites. The different applications require specialised recommendation system for them as e-commerce sites recommendation systems are different from social networking sites. So, recommendation system's biggest challenge is the diversity as one cannot generate an accurate prediction using the same technique for different applications. This paper is an effort to illustrate one of the popular recommendation techniques, collaborative filtering based on classes, memory based and model based on two popular data sets (Movie lens and Jester). Further, it represents a comparative analysis of how results diverge from application to application and provides a way to optimise results of existing algorithm to get most out of them. The purpose is to present an exposure and open door to use more sophisticated data mining and machine learning techniques to enhance the overall efficiency of recommendation system.},
keywords = {},
pubstate = {published},
tppubtype = {inbook}
}
Recommendation system is the tool to user preferences over a given set of items. It takes help of the previous auxiliary information in terms of feedback or ratings. The main purpose of a recommender system is to engage users and enhance their experience over the Internet. Presently, recommender systems are widely used over e-commerce and social networking sites. The different applications require specialised recommendation system for them as e-commerce sites recommendation systems are different from social networking sites. So, recommendation system's biggest challenge is the diversity as one cannot generate an accurate prediction using the same technique for different applications. This paper is an effort to illustrate one of the popular recommendation techniques, collaborative filtering based on classes, memory based and model based on two popular data sets (Movie lens and Jester). Further, it represents a comparative analysis of how results diverge from application to application and provides a way to optimise results of existing algorithm to get most out of them. The purpose is to present an exposure and open door to use more sophisticated data mining and machine learning techniques to enhance the overall efficiency of recommendation system. |
Decision Biases in Preference Acquisition Inproceedings Proceedings of the 21th Configuration Workshop, 2019. BibTeX | Tags: @inproceedings{fb76c9e2960a46be9b3d76564194fca3,
title = {Decision Biases in Preference Acquisition},
year = {2019},
date = {2019-01-01},
booktitle = {Proceedings of the 21th Configuration Workshop},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Samer, Ralph; Felfernig, Alexander; Stettinger, Martin Towards Issue Recommendation for Open Source Communities Inproceedings IEEE/WIC/ACM International Conference on Web Intelligence, pp. 164–171, ACM, Thessaloniki, Greece, 2019, ISBN: 978-1-4503-6934-3. Links | BibTeX | Tags: Open-Source Software Development, Prioritization, Recommender Systems, requirements engineering @inproceedings{Samer:2019:TIR:3350546.3352514,
title = {Towards Issue Recommendation for Open Source Communities},
author = {Ralph Samer and Alexander Felfernig and Martin Stettinger},
url = {http://doi.acm.org/10.1145/3350546.3352514},
doi = {10.1145/3350546.3352514},
isbn = {978-1-4503-6934-3},
year = {2019},
date = {2019-01-01},
booktitle = {IEEE/WIC/ACM International Conference on Web Intelligence},
pages = {164--171},
publisher = {ACM},
address = {Thessaloniki, Greece},
series = {WI '19},
keywords = {Open-Source Software Development, Prioritization, Recommender Systems, requirements engineering},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Consistency-based Merging of Variability Models Inproceedings Proceedings of the 21th Configuration Workshop, 2019. BibTeX | Tags: @inproceedings{uta2018_CWS,
title = {Consistency-based Merging of Variability Models},
year = {2019},
date = {2019-01-01},
booktitle = {Proceedings of the 21th Configuration Workshop},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Tran, Thi Ngoc Trang; Felfernig, Alexander; Le, Viet Man; Atas, Müslüm; Stettinger, Martin; Samer, Ralph User Interfaces for Counteracting Decision Manipulation in Group Recommender Systems Inproceedings Adjunct Publication of the 27th Conference on User Modeling, Adaptation and Personalization, pp. 93–98, ACM, Larnaca, Cyprus, 2019, ISBN: 978-1-4503-6711-0. Links | BibTeX | Tags: decision manipulation, decision manipulation counteraction, Group Recommender Systems, intelligent user interfaces @inproceedings{Tran:2019:UIC:3314183.3324977,
title = {User Interfaces for Counteracting Decision Manipulation in Group Recommender Systems},
author = {Thi Ngoc Trang Tran and Alexander Felfernig and Viet Man Le and M\"{u}sl\"{u}m Atas and Martin Stettinger and Ralph Samer},
url = {http://doi.acm.org/10.1145/3314183.3324977},
doi = {10.1145/3314183.3324977},
isbn = {978-1-4503-6711-0},
year = {2019},
date = {2019-01-01},
booktitle = {Adjunct Publication of the 27th Conference on User Modeling, Adaptation and Personalization},
pages = {93--98},
publisher = {ACM},
address = {Larnaca, Cyprus},
series = {UMAP'19 Adjunct},
keywords = {decision manipulation, decision manipulation counteraction, Group Recommender Systems, intelligent user interfaces},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Raatikainen, Mikko; Tiihonen, Juha; Männistö, Tomi Software product lines and variability modeling: A tertiary study Journal Article Forthcoming Journal of Systems and Software Volume 149, 149 , pp. 485-510, Forthcoming. Links | BibTeX | Tags: Software product lines, variability modeling @article{Raatikainen2019,
title = {Software product lines and variability modeling: A tertiary study},
author = {Mikko Raatikainen and Juha Tiihonen and Tomi M\"{a}nnist\"{o} },
doi = {10.1016/j.jss.2018.12.027},
year = {2019},
date = {2019-00-00},
journal = {Journal of Systems and Software Volume 149},
volume = {149},
pages = {485-510},
keywords = {Software product lines, variability modeling},
pubstate = {forthcoming},
tppubtype = {article}
}
|
2018
|
Atas, M; Samer, R; Felfernig, A Automated Identification of Type-Specific Dependencies between Requirements Inproceedings 2018 IEEE/WIC/ACM International Conference on Web Intelligence (WI), pp. 688-695, 2018. Links | BibTeX | Tags: classification techniques, content-aware analytics, data science, Machine learning, requirements engineering @inproceedings{8609673,
title = {Automated Identification of Type-Specific Dependencies between Requirements},
author = {M Atas and R Samer and A Felfernig},
doi = {10.1109/WI.2018.00-10},
year = {2018},
date = {2018-12-01},
booktitle = {2018 IEEE/WIC/ACM International Conference on Web Intelligence (WI)},
pages = {688-695},
keywords = {classification techniques, content-aware analytics, data science, Machine learning, requirements engineering},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Felfernig Alexander; Spöcklberger, Johannes; Samer Ralph; Stettinger Martin; Atas Müslüm; Tiihonen Juha; Raatikainen Mikko Configuring Release Plans. Proceedings of the 20th Configuratin Workshop, Graz, Austria, September 27-28, 2018 Proceeding CEUR-WS.org, 2220 , 2018. Links | BibTeX | Tags: release plans, Requirements management @proceedings{Felfernig2018e,
title = {Configuring Release Plans. Proceedings of the 20th Configuratin Workshop, Graz, Austria, September 27-28, 2018},
author = {Felfernig, Alexander; Sp\"{o}cklberger, Johannes; Samer, Ralph; Stettinger, Martin; Atas, M\"{u}sl\"{u}m; Tiihonen, Juha; Raatikainen, Mikko},
url = {http://ceur-ws.org/Vol-2220/02_CONFWS18_paper_5.pdf},
year = {2018},
date = {2018-09-27},
volume = {2220},
publisher = {CEUR-WS.org},
series = {CEUR Workshop Proceedings},
keywords = {release plans, Requirements management},
pubstate = {published},
tppubtype = {proceedings}
}
|
Dalpiaz, Fabiano; Ferrari, Alessio; Franch, Xavier; Palomares:, Cristina Natural Language Processing for Requirements Engineering: The Best Is Yet to Come. Journal Article IEEE Software, 35 (5), pp. 115-119, 2018, ISSN: 0740-7459. Links | BibTeX | Tags: Natural Language Processing, NLP, requirements engineering @article{Dalpiaz2018,
title = {Natural Language Processing for Requirements Engineering: The Best Is Yet to Come. },
author = {Fabiano Dalpiaz and Alessio Ferrari and Xavier Franch and Cristina Palomares:
},
url = {http://hdl.handle.net/2117/124301},
doi = {10.1109/MS.2018.3571242},
issn = {0740-7459},
year = {2018},
date = {2018-09-27},
journal = {IEEE Software},
volume = {35},
number = {5},
pages = {115-119},
keywords = {Natural Language Processing, NLP, requirements engineering},
pubstate = {published},
tppubtype = {article}
}
|
Ralyté, Jolita; Franch, Xavier Using Contextual Goal Models for Constructing Situational Methods Conference 37th International Conference on Conceptual Modeling, ER 2018, Xi'an, China, 2018, ISBN: 978-3-030-00847-5. Links | BibTeX | Tags: Conceptual modeling, situational methods @conference{Ralyt\'{e}2018,
title = {Using Contextual Goal Models for Constructing Situational Methods},
author = {Jolita Ralyt\'{e} and Xavier Franch},
doi = {10.1007/978-3-030-00847-5_31},
isbn = {978-3-030-00847-5},
year = {2018},
date = {2018-09-26},
booktitle = {37th International Conference on Conceptual Modeling, ER 2018, Xi'an, China},
pages = {440-448},
keywords = {Conceptual modeling, situational methods},
pubstate = {published},
tppubtype = {conference}
}
|
Tiihonen Juha; Raitahila, Iivo; Raatikainen Mikko; Felfernig Alexander; Männistö Tomi Generating Configuration Models from Requirements to Assist in Product Management: Dependency Engine and its Performance Assessment. Proceedings of the 20th Configuration Workshop, Graz, Austria, September 23, 2018 Proceeding CEUR-WS.org, 2220 , 2018. Links | BibTeX | Tags: configuration models, product management, Requirements @proceedings{Tiihonen2018,
title = {Generating Configuration Models from Requirements to Assist in Product Management: Dependency Engine and its Performance Assessment. Proceedings of the 20th Configuration Workshop, Graz, Austria, September 23, 2018},
author = {Tiihonen, Juha; Raitahila, Iivo; Raatikainen, Mikko; Felfernig, Alexander; M\"{a}nnist\"{o}, Tomi},
url = {http://ceur-ws.org/Vol-2220/12_CONFWS18_paper_15.pdf},
year = {2018},
date = {2018-09-23},
volume = {2220},
publisher = {CEUR-WS.org},
series = {CEUR Workshop Proceedings},
keywords = {configuration models, product management, Requirements},
pubstate = {published},
tppubtype = {proceedings}
}
|
Raatikainen Mikko; Tiihonen, Juha; Männistö Tomi; Felfernig Alexander; Stettinger Martin; Samer Ralph Using a Feature Model Configurator for Release Planning. Proceedings of the 22Nd International Systems and Software Product Line Conference, Gothenburg, Sweden, September 10-14, 2018. Proceeding 2 , 2018. Links | BibTeX | Tags: release planning, release plans, Requirements management @proceedings{Raatikainen2018b,
title = {Using a Feature Model Configurator for Release Planning. Proceedings of the 22Nd International Systems and Software Product Line Conference, Gothenburg, Sweden, September 10-14, 2018.},
author = {Raatikainen, Mikko; Tiihonen, Juha; M\"{a}nnist\"{o}, Tomi; Felfernig, Alexander; Stettinger, Martin; Samer, Ralph
},
url = {https://dl.acm.org/citation.cfm?id=3236411&dl=ACM&coll=DL},
year = {2018},
date = {2018-09-10},
volume = {2},
keywords = {release planning, release plans, Requirements management},
pubstate = {published},
tppubtype = {proceedings}
}
|
Stanik, Christoph; Montgomery, Lloyd; Martens, Daniel; Fucci, Davide; Walid Maalej, A Simple NLP-based Approach to Support Onboarding and Retention in Open-Source Communities Conference Publication in Conference proceedings/Workshop. 34th International Conference on Software Maintence and Evolution (ICSME’18), 2018., 2018. Links | BibTeX | Tags: Natural language processing (NLP), open source system @conference{Stanik2018,
title = {A Simple NLP-based Approach to Support Onboarding and Retention in Open-Source Communities },
author = {Christoph Stanik and Lloyd Montgomery and Daniel Martens and Davide Fucci and Walid Maalej
},
url = {https://arxiv.org/abs/1806.02592},
year = {2018},
date = {2018-06-07},
booktitle = {Publication in Conference proceedings/Workshop. 34th International Conference on Software Maintence and Evolution (ICSME’18), 2018.},
keywords = {Natural language processing (NLP), open source system},
pubstate = {published},
tppubtype = {conference}
}
|
Myllärniemi, Varvana; Kujala, Sari; Raatikainen, Mikko; Sevónn, Piia Development as a journey: factors supporting the adoption and use of software frameworks Journal Article Journal of Software Engineering Research and Development, 2018. Abstract | Links | BibTeX | Tags: Application development, Developer experience, Developer journey, Software ecosystem, Software framework, Usability @article{Myll\"{a}rniemi2018,
title = { Development as a journey: factors supporting the adoption and use of software frameworks},
author = {Varvana Myll\"{a}rniemi and Sari Kujala and Mikko Raatikainen and Piia Sev\'{o}nn
},
url = {https://doi.org/10.1186/s40411-018-0050-8},
doi = {10.1186/s40411-018-0050-8},
year = {2018},
date = {2018-06-04},
journal = {Journal of Software Engineering Research and Development},
abstract = {From the point of view of the software framework owner, attracting new and supporting existing application developers is crucial for the long-term success of the framework. This mixed-methods study explores the factors that support developers in adopting and continuously using a framework. Data was collected from two sources: interviews with experienced practitioners and a longitudinal survey of novice developers. According to the results, developers use API (application programming interface) capabilities and peer experiences to justify the selection of the framework. To commit developers and to ensure continuous use, enjoyment of using the framework and its perceived usability are important factors. Instead of focusing solely on the API, the framework owner should consider all platform boundary resources: API, development tools and information. In addition, the boundary resources should support developers’ needs throughout the developer journey, from early adoption to continuous use.
Keywords: Software framework, Application development, Software ecosystem, Usability, Developer experience, Developer journey},
keywords = {Application development, Developer experience, Developer journey, Software ecosystem, Software framework, Usability},
pubstate = {published},
tppubtype = {article}
}
From the point of view of the software framework owner, attracting new and supporting existing application developers is crucial for the long-term success of the framework. This mixed-methods study explores the factors that support developers in adopting and continuously using a framework. Data was collected from two sources: interviews with experienced practitioners and a longitudinal survey of novice developers. According to the results, developers use API (application programming interface) capabilities and peer experiences to justify the selection of the framework. To commit developers and to ensure continuous use, enjoyment of using the framework and its perceived usability are important factors. Instead of focusing solely on the API, the framework owner should consider all platform boundary resources: API, development tools and information. In addition, the boundary resources should support developers’ needs throughout the developer journey, from early adoption to continuous use.
Keywords: Software framework, Application development, Software ecosystem, Usability, Developer experience, Developer journey |
Kurtanović, Zijad; Maalej, Walid On user rationale in software engineering Journal Article Requirements Engineering Journal, 2018. Links | BibTeX | Tags: Software Engineering, User rationale @article{Kurtanovi\'{c}2018,
title = {On user rationale in software engineering},
author = {Zijad Kurtanovi\'{c} and Walid Maalej},
url = {https://www.researchgate.net/publication/324266672_On_user_rationale_in_software_engineering},
doi = {10.1007/s00766-018-0293-2},
year = {2018},
date = {2018-04-06},
journal = {Requirements Engineering Journal},
keywords = {Software Engineering, User rationale},
pubstate = {published},
tppubtype = {article}
}
|
Furnari, Carlos Adrian; Palomares, Cristina; Franch, Xavier ORSIM: Integrating Existing Software Components to Detect Similar Natural Language Requirements Inproceedings Joint Proceedings of REFSQ-2018 Workshops, Doctoral Symposium, Live Studies Track, and Poster Track co-located with the 23rd International Conference on Requirements Engineering: Foundation for Software Quality (REFSQ 2018), Utrecht, The Netherlands, 2018. Links | BibTeX | Tags: @inproceedings{DBLP:conf/refsq/FurnariPF18,
title = {ORSIM: Integrating Existing Software Components to Detect Similar Natural Language Requirements},
author = {Carlos Adrian Furnari and Cristina Palomares and Xavier Franch},
url = {http://ceur-ws.org/Vol-2075/PT_paper_5.pdf},
year = {2018},
date = {2018-03-19},
booktitle = {Joint Proceedings of REFSQ-2018 Workshops, Doctoral Symposium, Live Studies Track, and Poster Track co-located with the 23rd International Conference on Requirements Engineering: Foundation for Software Quality (REFSQ 2018)},
address = { Utrecht, The Netherlands},
crossref = {DBLP:conf/refsq/2018w},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Borrull, Ricard; Costal, Dolors; Franch, Xavier; Quer, Carme Research on NLP for RE at UPC: A Report Inproceedings Joint Proceedings of REFSQ-2018 Workshops, Doctoral Symposium, Live Studies Track, and Poster Track co-located with the 23rd International Conference on Requirements Engineering: Foundation for Software Quality (REFSQ 2018), Utrecht, The Netherlands, 2018. Links | BibTeX | Tags: @inproceedings{DBLP:conf/refsq/BorrullCFQ18,
title = {Research on NLP for RE at UPC: A Report},
author = {Ricard Borrull and Dolors Costal and Xavier Franch and Carme Quer},
url = {http://ceur-ws.org/Vol-2075/NLP4RE_paper13.pdf},
year = {2018},
date = {2018-03-19},
booktitle = {Joint Proceedings of REFSQ-2018 Workshops, Doctoral Symposium, Live Studies Track, and Poster Track co-located with the 23rd International Conference on Requirements Engineering: Foundation for Software Quality (REFSQ 2018)},
address = {Utrecht, The Netherlands},
crossref = {DBLP:conf/refsq/2018w},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Fucci, Davide; Stanik, Christoph; Montgomery, Lloyd; Kurtanovic, Zijad; Johann, Timo; Maalej, Walid Research on NLP for RE at the University of Hamburg: a Report Conference Publication in Conference proceedings/Workshop. Workshop NLP4RE @ REFSQ’18, 2018. Abstract | Links | BibTeX | Tags: Natural language processing (NLP) @conference{Fucci2018,
title = {Research on NLP for RE at the University of Hamburg: a Report},
author = {Davide Fucci and Christoph Stanik and Lloyd Montgomery and Zijad Kurtanovic and Timo Johann and Walid Maalej
},
url = {http://ceur-ws.org/Vol-2075/NLP4RE_paper8.pdf},
year = {2018},
date = {2018-03-19},
booktitle = {Publication in Conference proceedings/Workshop. Workshop NLP4RE @ REFSQ’18},
journal = {Workshop NLP4RE @ REFSQ’18},
abstract = {The Mobile Applied Software Technology (MAST) group at the University of Hamburg focuses its research on context-aware adaptive systems and the social side of software engineering. In the context of natural language processing for requirements engineering, the group has mostly focused on mining app stores reviews. Currently, the group is involved in the OpenReq project where natural language processing is being used to recommend requirements from diverse sources (e.g., social media, issue trackers), and to improve the structural quality of existing requirements.},
keywords = {Natural language processing (NLP)},
pubstate = {published},
tppubtype = {conference}
}
The Mobile Applied Software Technology (MAST) group at the University of Hamburg focuses its research on context-aware adaptive systems and the social side of software engineering. In the context of natural language processing for requirements engineering, the group has mostly focused on mining app stores reviews. Currently, the group is involved in the OpenReq project where natural language processing is being used to recommend requirements from diverse sources (e.g., social media, issue trackers), and to improve the structural quality of existing requirements. |
Palomares, Cristina; Franch, Xavier; Fucci, Davide Personal Recommendations in Requirements Engineering: The OpenReq Approach Conference International Working Conference on Requirements Engineering REFSQ 2018, Springer, Cham, 2018, ISBN: 978-3-319-77242-4. Links | BibTeX | Tags: @conference{Palomares2018,
title = {Personal Recommendations in Requirements Engineering: The OpenReq Approach},
author = {Cristina Palomares and Xavier Franch and Davide Fucci},
url = {https://doi.org/10.1007/978-3-319-77243-1_19},
doi = {10.1007/978-3-319-77243-1_19},
isbn = {978-3-319-77242-4},
year = {2018},
date = {2018-03-01},
booktitle = {International Working Conference on Requirements Engineering REFSQ 2018},
pages = {297-304},
publisher = {Springer, Cham},
keywords = {},
pubstate = {published},
tppubtype = {conference}
}
|
Felfernig, Alexander; Rouven, Walter; Galindo, José A; Benavides, David; Erdeniz, Seda Polat; Atas, Müslüm; Reiterer, Stefan Anytime Diagnosis for Reconfiguration Journal Article Journal of Intelligent Information Systems (JIIS), 51 (1), pp. 161–182, 2018. Links | BibTeX | Tags: Anytime Diagnosis @article{Felfernig2018b,
title = {Anytime Diagnosis for Reconfiguration},
author = {Alexander Felfernig and Walter Rouven and Jos\'{e} A Galindo and David Benavides and Seda Polat Erdeniz and M\"{u}sl\"{u}m Atas and Stefan Reiterer},
url = {https://doi.org/10.1007/s10844-017-0492-1},
doi = {10.1007/s10844-017-0492-1},
year = {2018},
date = {2018-01-08},
journal = {Journal of Intelligent Information Systems (JIIS)},
volume = {51},
number = {1},
pages = {161\textendash182},
keywords = {Anytime Diagnosis},
pubstate = {published},
tppubtype = {article}
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Felfernig, Alexander; Boratto, Ludovico; Stettinger, Martin; Tkalčič, Marko Group Recommender Systems. An Introduction Book Springer, 2018, ISBN: 978-3-319-75067-5. Links | BibTeX | Tags: Book Group Recommender, Group Recommender Systems, Recommender Systems Book @book{Felfernig2018,
title = {Group Recommender Systems. An Introduction},
author = {Alexander Felfernig and Ludovico Boratto and Martin Stettinger and Marko Tkal\v{c}i\v{c}
},
editor = {Felfernig, Alexander; Boratto, Ludovico; Stettinger, Martin; Tkal\v{c}i\v{c}, Marko },
doi = {10.1007/978-3-319-75067-5},
isbn = {978-3-319-75067-5},
year = {2018},
date = {2018-01-01},
publisher = {Springer},
keywords = {Book Group Recommender, Group Recommender Systems, Recommender Systems Book},
pubstate = {published},
tppubtype = {book}
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|
Atas, Muesluem ; Tran, Thi Ngoc Trang ; Felfernig, Alexander ; Samer, Ralph Socially-Aware Recommendation for Over-Constrained Problems Inproceedings Mouhoub, Malek; Sadaoui, Samira; Mohamed, Otmane Ait; Ali, Moonis (Ed.): Recent Trends and Future Technology in Applied Intelligence, pp. 267–278, Springer International Publishing, Cham, 2018, ISBN: 978-3-319-92058-0. Abstract | BibTeX | Tags: @inproceedings{10.1007/978-3-319-92058-0_25,
title = {Socially-Aware Recommendation for Over-Constrained Problems},
author = {Atas, Muesluem
and Tran, Thi Ngoc Trang
and Felfernig, Alexander
and Samer, Ralph},
editor = {Malek Mouhoub and Samira Sadaoui and Otmane Ait Mohamed and Moonis Ali},
isbn = {978-3-319-92058-0},
year = {2018},
date = {2018-01-01},
booktitle = {Recent Trends and Future Technology in Applied Intelligence},
pages = {267--278},
publisher = {Springer International Publishing},
address = {Cham},
abstract = {Group recommender systems support the identification of items that best fit the individual preferences of all group members. A group recommendation can be determined on the basis of aggregation functions. However, to some extent it is still unclear which aggregation function is most suitable for predicting an item to a group. In this paper, we analyze different preference aggregation functions with regard to their prediction quality. We found out that consensus-based aggregation functions (e.g., Average, Minimal Group Distance, Multiplicative, Ensemble Voting) which consider all group members' preferences lead to a better prediction quality compared to borderline aggregation functions, such as Least Misery and Most Pleasure which solely focus on preferences of some individual group members.},
keywords = {},
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}
Group recommender systems support the identification of items that best fit the individual preferences of all group members. A group recommendation can be determined on the basis of aggregation functions. However, to some extent it is still unclear which aggregation function is most suitable for predicting an item to a group. In this paper, we analyze different preference aggregation functions with regard to their prediction quality. We found out that consensus-based aggregation functions (e.g., Average, Minimal Group Distance, Multiplicative, Ensemble Voting) which consider all group members' preferences lead to a better prediction quality compared to borderline aggregation functions, such as Least Misery and Most Pleasure which solely focus on preferences of some individual group members. |
Felfernig, Alexander; Boratto, Ludovico; Stettinger, Martin; č, Marko Tkal{č}i Personality, Emotions, and Group Dynamics Book Chapter Group Recommender Systems : An Introduction, pp. 157–167, Springer International Publishing, Cham, 2018, ISBN: 978-3-319-75067-5. Abstract | Links | BibTeX | Tags: @inbook{Felfernig2018c,
title = {Personality, Emotions, and Group Dynamics},
author = {Alexander Felfernig and Ludovico Boratto and Martin Stettinger and Marko Tkal{\v{c}}i{\v{c}}},
url = {https://doi.org/10.1007/978-3-319-75067-5_9},
doi = {10.1007/978-3-319-75067-5_9},
isbn = {978-3-319-75067-5},
year = {2018},
date = {2018-01-01},
booktitle = {Group Recommender Systems : An Introduction},
pages = {157--167},
publisher = {Springer International Publishing},
address = {Cham},
abstract = {The methods and techniques introduced in the previous chapters provide a basic means to aggregate the preferences of individual group members and to determine recommendations suitable for the whole group. However, preference aggregation can go beyond the integration of the preferences of individual group members. In this chapter, we show how to take into account the aspects of personality, emotions, and group dynamics when determining item predictions for groups. We summarize research related to the integration of these aspects into recommender systems, and provide some selected examples.},
keywords = {},
pubstate = {published},
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The methods and techniques introduced in the previous chapters provide a basic means to aggregate the preferences of individual group members and to determine recommendations suitable for the whole group. However, preference aggregation can go beyond the integration of the preferences of individual group members. In this chapter, we show how to take into account the aspects of personality, emotions, and group dynamics when determining item predictions for groups. We summarize research related to the integration of these aspects into recommender systems, and provide some selected examples. |
Felfernig, Alexander Chapter 1 Decision Tasks and Basic Algorithms Inproceedings 2018. BibTeX | Tags: @inproceedings{Felfernig2018Chapter1D,
title = {Chapter 1 Decision Tasks and Basic Algorithms},
author = {Alexander Felfernig},
year = {2018},
date = {2018-01-01},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Tran, Ngoc Trang; Atas, Muesluem; Felfernig, Alexander; Samer, Ralph; Stettinger, Martin Investigating Serial Position Effects in Sequential Group Decision Making 2018. Links | BibTeX | Tags: @unknown{unknowni,
title = {Investigating Serial Position Effects in Sequential Group Decision Making},
author = {Ngoc Trang Tran and Muesluem Atas and Alexander Felfernig and Ralph Samer and Martin Stettinger},
doi = {10.1145/3209219.3209255},
year = {2018},
date = {2018-01-01},
pages = {239-243},
keywords = {},
pubstate = {published},
tppubtype = {unknown}
}
|
Atas, Muesluem; Reiterer, Stefan; Felfernig, Alexander; Tran, Thi Ngoc Trang; Stettinger, Martin Polarization Effects in Group Decisions Inproceedings Adjunct Publication of the 26th Conference on User Modeling, Adaptation and Personalization, pp. 305–310, ACM, Singapore, Singapore, 2018, ISBN: 978-1-4503-5784-5. Links | BibTeX | Tags: decision biases, group decision making, group polarization effects, Group Recommender Systems @inproceedings{Atas:2018:PEG:3213586.3225242,
title = {Polarization Effects in Group Decisions},
author = {Muesluem Atas and Stefan Reiterer and Alexander Felfernig and Thi Ngoc Trang Tran and Martin Stettinger},
url = {http://doi.acm.org/10.1145/3213586.3225242},
doi = {10.1145/3213586.3225242},
isbn = {978-1-4503-5784-5},
year = {2018},
date = {2018-01-01},
booktitle = {Adjunct Publication of the 26th Conference on User Modeling, Adaptation and Personalization},
pages = {305--310},
publisher = {ACM},
address = {Singapore, Singapore},
series = {UMAP '18},
keywords = {decision biases, group decision making, group polarization effects, Group Recommender Systems},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Atas, Muesluem; Tran, Thi Ngoc Trang; Samer, Ralph; Felfernig, Alexander; Stettinger, Martin; Fucci, Davide Liquid Democracy in Group-based Configuration Inproceedings Proceedings of the 20th Configuration Workshop, Graz, Austria, September
27-28, 2018., pp. 93–98, 2018. Links | BibTeX | Tags: @inproceedings{DBLP:conf/confws/AtasTSFSF18,
title = {Liquid Democracy in Group-based Configuration},
author = {Muesluem Atas and Thi Ngoc Trang Tran and Ralph Samer and Alexander Felfernig and Martin Stettinger and Davide Fucci},
url = {http://ceur-ws.org/Vol-2220/15_CONFWS18_paper_32.pdf},
year = {2018},
date = {2018-01-01},
booktitle = {Proceedings of the 20th Configuration Workshop, Graz, Austria, September
27-28, 2018.},
pages = {93--98},
crossref = {DBLP:conf/confws/2018},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Samer, Ralph; Atas, Müslüm; Felfernig, Alexander; Stettinger, Martin; Falkner, Andreas A; Schenner, Gottfried Group Decision Support for Requirements Management Processes Inproceedings Proceedings of the 20th Configuration Workshop, Graz, Austria, September
27-28, 2018., pp. 19–24, 2018. Links | BibTeX | Tags: @inproceedings{DBLP:conf/confws/SamerAFSFS18,
title = {Group Decision Support for Requirements Management Processes},
author = {Ralph Samer and M\"{u}sl\"{u}m Atas and Alexander Felfernig and Martin Stettinger and Andreas A Falkner and Gottfried Schenner},
url = {http://ceur-ws.org/Vol-2220/04_CONFWS18_paper_6.pdf},
year = {2018},
date = {2018-01-01},
booktitle = {Proceedings of the 20th Configuration Workshop, Graz, Austria, September
27-28, 2018.},
pages = {19--24},
crossref = {DBLP:conf/confws/2018},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Felfernig, Alexander; Stettinger, Martin; Atas, Müslüm; Samer, Ralph; Nerlich, Jennifer; Scholz, Simon; Tiihonen, Juha; Raatikainen, Mikko Towards Utility-Based Prioritization of Requirements in Open Source Environments Inproceedings 26th IEEE International Requirements Engineering Conference, RE
2018, Banff, AB, Canada, August 20-24, 2018, pp. 406–411, 2018. Links | BibTeX | Tags: @inproceedings{DBLP:conf/re/FelfernigSASNST18,
title = {Towards Utility-Based Prioritization of Requirements in Open Source Environments},
author = {Alexander Felfernig and Martin Stettinger and M\"{u}sl\"{u}m Atas and Ralph Samer and Jennifer Nerlich and Simon Scholz and Juha Tiihonen and Mikko Raatikainen},
url = {https://doi.org/10.1109/RE.2018.00-17},
doi = {10.1109/RE.2018.00-17},
year = {2018},
date = {2018-01-01},
booktitle = {26th IEEE International Requirements Engineering Conference, RE
2018, Banff, AB, Canada, August 20-24, 2018},
pages = {406--411},
crossref = {DBLP:conf/re/2018},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Irshad, Mohsin; Petersen, Kai; Poulding, Simon A Systematic Literature Review of Software Requirements Reuse Approaches Journal Article Information and Software Technology, 93 (C), pp. 223-245, 2018, ISSN: 0950-5849. Links | BibTeX | Tags: Artefact reuse, Relevance, Requirements reuse, Reusability, Rigor, Software requirements @article{Irshad:2018:SLR:3165329.3165699b,
title = {A Systematic Literature Review of Software Requirements Reuse Approaches},
author = {Mohsin Irshad and Kai Petersen and Simon Poulding},
url = {https://doi.org/10.1016/j.infsof.2017.09.009},
doi = {10.1016/j.infsof.2017.09.009},
issn = {0950-5849},
year = {2018},
date = {2018-01-01},
journal = {Information and Software Technology},
volume = {93},
number = {C},
pages = {223-245},
publisher = {Butterworth-Heinemann},
address = {Newton, MA, USA},
keywords = {Artefact reuse, Relevance, Requirements reuse, Reusability, Rigor, Software requirements},
pubstate = {published},
tppubtype = {article}
}
|
Fucci, Davide; Palomares, Cristina; Franch, Xavier; Costal, Dolors; Raatikainen, Mikko; Stettinger, Martin; Kurtanovic, Zijad; Kojo, Tero; Koenig, Lars; Falkner, Andreas A; Schenner, Gottfried; Brasca, Fabrizio; Männistö, Tomi; Felfernig, Alexander; Maalej, Walid Needs and Challenges for a Platform to Support Large-scale Requirements Engineering. A Multiple Case Study Journal Article CoRR, abs/1808.02284 , 2018. Links | BibTeX | Tags: @article{DBLP:journals/corr/abs-1808-02284,
title = {Needs and Challenges for a Platform to Support Large-scale Requirements Engineering. A Multiple Case Study},
author = {Davide Fucci and Cristina Palomares and Xavier Franch and Dolors Costal and Mikko Raatikainen and Martin Stettinger and Zijad Kurtanovic and Tero Kojo and Lars Koenig and Andreas A Falkner and Gottfried Schenner and Fabrizio Brasca and Tomi M\"{a}nnist\"{o} and Alexander Felfernig and Walid Maalej},
url = {http://arxiv.org/abs/1808.02284},
year = {2018},
date = {2018-01-01},
journal = {CoRR},
volume = {abs/1808.02284},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Felfernig, Alexander; Tiihonen, Juha; Hotz, Lothar; Stettinger, Martin (Ed.) Proceedings of the 20th Configuration Workshop, Graz, Austria, September
27-28, 2018 Proceeding CEUR-WS.org, 2220 , 2018. Links | BibTeX | Tags: @proceedings{DBLP:conf/confws/2018,
title = {Proceedings of the 20th Configuration Workshop, Graz, Austria, September
27-28, 2018},
editor = {Alexander Felfernig and Juha Tiihonen and Lothar Hotz and Martin Stettinger},
url = {http://ceur-ws.org/Vol-2220},
year = {2018},
date = {2018-01-01},
volume = {2220},
publisher = {CEUR-WS.org},
series = {CEUR Workshop Proceedings},
keywords = {},
pubstate = {published},
tppubtype = {proceedings}
}
|
Tran, Thi Ngoc Trang; Atas, Müslüm; Felfernig, Alexander; Samer, Ralph; Stettinger, Martin Investigating Serial Position Effects in Sequential Group Decision Making Inproceedings Proceedings of the 26th Conference on User Modeling, Adaptation and
Personalization, UMAP 2018, Singapore, July 08-11, 2018, pp. 239–243, 2018. Links | BibTeX | Tags: @inproceedings{DBLP:conf/um/TranAFSS18,
title = {Investigating Serial Position Effects in Sequential Group Decision Making},
author = {Thi Ngoc Trang Tran and M\"{u}sl\"{u}m Atas and Alexander Felfernig and Ralph Samer and Martin Stettinger},
url = {https://doi.org/10.1145/3209219.3209255},
doi = {10.1145/3209219.3209255},
year = {2018},
date = {2018-01-01},
booktitle = {Proceedings of the 26th Conference on User Modeling, Adaptation and
Personalization, UMAP 2018, Singapore, July 08-11, 2018},
pages = {239--243},
crossref = {DBLP:conf/um/2018},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Raatikainen, Mikko; Tiihonen, Juha; Männistö, Tomi; Felfernig, Alexander; Stettinger, Martin; Samer, Ralph Using a feature model configurator for release planning Inproceedings Proceeedings of the 22nd International Systems and Software Product
Line Conference - Volume 2, SPLC 2018, Gothenburg, Sweden, September
10-14, 2018, pp. 29–33, 2018. Links | BibTeX | Tags: @inproceedings{DBLP:conf/splc/RaatikainenTMFS18,
title = {Using a feature model configurator for release planning},
author = {Mikko Raatikainen and Juha Tiihonen and Tomi M\"{a}nnist\"{o} and Alexander Felfernig and Martin Stettinger and Ralph Samer},
url = {https://doi.org/10.1145/3236405.3236411},
doi = {10.1145/3236405.3236411},
year = {2018},
date = {2018-01-01},
booktitle = {Proceeedings of the 22nd International Systems and Software Product
Line Conference - Volume 2, SPLC 2018, Gothenburg, Sweden, September
10-14, 2018},
pages = {29--33},
crossref = {DBLP:conf/splc/2018-2},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Quer, Carme; Franch, Xavier; Palomares, Cristina; Falkner, Andreas A; Felfernig, Alexander; Fucci, Davide; Maalej, Walid; Nerlich, Jennifer; Raatikainen, Mikko; Schenner, Gottfried; Stettinger, Martin; Tiihonen, Juha Reconciling Practice and Rigour in Ontology-Based Heterogeneous Information
Systems Construction Inproceedings The Practice of Enterprise Modeling - 11th IFIP WG 8.1. Working
Conference, PoEM 2018, Vienna, Austria, October 31 - November 2, 2018,
Proceedings, pp. 205–220, 2018. Links | BibTeX | Tags: @inproceedings{DBLP:conf/ifip8-1/QuerFPFFFMNRSST18,
title = {Reconciling Practice and Rigour in Ontology-Based Heterogeneous Information
Systems Construction},
author = {Carme Quer and Xavier Franch and Cristina Palomares and Andreas A Falkner and Alexander Felfernig and Davide Fucci and Walid Maalej and Jennifer Nerlich and Mikko Raatikainen and Gottfried Schenner and Martin Stettinger and Juha Tiihonen},
url = {https://doi.org/10.1007/978-3-030-02302-7_13},
doi = {10.1007/978-3-030-02302-7_13},
year = {2018},
date = {2018-01-01},
booktitle = {The Practice of Enterprise Modeling - 11th IFIP WG 8.1. Working
Conference, PoEM 2018, Vienna, Austria, October 31 - November 2, 2018,
Proceedings},
pages = {205--220},
crossref = {DBLP:conf/ifip8-1/2018},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Tran, Thi Ngoc Trang; Atas, Müslüm; Felfernig, Alexander; Stettinger, Martin An overview of recommender systems in the healthy food domain Journal Article J. Intell. Inf. Syst., 50 (3), pp. 501–526, 2018. Links | BibTeX | Tags: @article{DBLP:journals/jiis/TranAFS18,
title = {An overview of recommender systems in the healthy food domain},
author = {Thi Ngoc Trang Tran and M\"{u}sl\"{u}m Atas and Alexander Felfernig and Martin Stettinger},
url = {https://doi.org/10.1007/s10844-017-0469-0},
doi = {10.1007/s10844-017-0469-0},
year = {2018},
date = {2018-01-01},
journal = {J. Intell. Inf. Syst.},
volume = {50},
number = {3},
pages = {501--526},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Erdeniz, Seda Polat; Felfernig, Alexander; Atas, Muesluem LearnDiag: A Direct Diagnosis Algorithm Based On Learned Heuristics Inproceedings Trollmann, Frank; Turhan, Anni-Yasmin (Ed.): KI 2018: Advances in Artificial Intelligence, pp. 190–197, Springer International Publishing, Cham, 2018, ISBN: 978-3-030-00111-7. Abstract | BibTeX | Tags: @inproceedings{10.1007/978-3-030-00111-7_17,
title = {LearnDiag: A Direct Diagnosis Algorithm Based On Learned Heuristics},
author = {Seda Polat Erdeniz and Alexander Felfernig and Muesluem Atas},
editor = {Frank Trollmann and Anni-Yasmin Turhan},
isbn = {978-3-030-00111-7},
year = {2018},
date = {2018-01-01},
booktitle = {KI 2018: Advances in Artificial Intelligence},
pages = {190--197},
publisher = {Springer International Publishing},
address = {Cham},
abstract = {Configuration systems must be able to deal with inconsistencies which can occur in different contexts. Especially in interactive settings, where users specify requirements and a constraint solver has to identify solutions, inconsistencies may more often arise. Therefore, diagnosis algorithms are required to find solutions for these unsolvable problems. Runtime efficiency of diagnosis is especially crucial in real-time scenarios such as production scheduling, robot control, and communication networks. For such scenarios, diagnosis algorithms should determine solutions within predefined time limits. To provide runtime performance, direct or sequential diagnosis algorithms find diagnoses without the need of calculating conflicts. In this paper, we propose a new direct diagnosis algorithm LearnDiag which uses learned heuristics. It applies supervised learning to calculate constraint ordering heuristics for the diagnostic search. Our evaluations show that LearnDiag improves runtime performance of direct diagnosis besides improving the diagnosis quality in terms of minimality and precision.},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Configuration systems must be able to deal with inconsistencies which can occur in different contexts. Especially in interactive settings, where users specify requirements and a constraint solver has to identify solutions, inconsistencies may more often arise. Therefore, diagnosis algorithms are required to find solutions for these unsolvable problems. Runtime efficiency of diagnosis is especially crucial in real-time scenarios such as production scheduling, robot control, and communication networks. For such scenarios, diagnosis algorithms should determine solutions within predefined time limits. To provide runtime performance, direct or sequential diagnosis algorithms find diagnoses without the need of calculating conflicts. In this paper, we propose a new direct diagnosis algorithm LearnDiag which uses learned heuristics. It applies supervised learning to calculate constraint ordering heuristics for the diagnostic search. Our evaluations show that LearnDiag improves runtime performance of direct diagnosis besides improving the diagnosis quality in terms of minimality and precision. |
Felfernig, Alexander; Boratto, Ludovico; Stettinger, Martin; č, Marko Tkal{č}i Biases in Group Decisions Book Chapter Group Recommender Systems : An Introduction, pp. 145–155, Springer International Publishing, Cham, 2018, ISBN: 978-3-319-75067-5. Abstract | Links | BibTeX | Tags: @inbook{Felfernig2018f,
title = {Biases in Group Decisions},
author = {Alexander Felfernig and Ludovico Boratto and Martin Stettinger and Marko Tkal{\v{c}}i{\v{c}}},
url = {https://doi.org/10.1007/978-3-319-75067-5_8},
doi = {10.1007/978-3-319-75067-5_8},
isbn = {978-3-319-75067-5},
year = {2018},
date = {2018-01-01},
booktitle = {Group Recommender Systems : An Introduction},
pages = {145--155},
publisher = {Springer International Publishing},
address = {Cham},
abstract = {Decision biases can be interpreted as tendencies to think and act in specific ways that result in a systematic deviation of potentially rational and high-quality decisions. In this chapter, we provide an overview of example decision biases and show possibilities to counteract these. The overview includes (1) biases that exist in both single user and group decision making (decoy effects, serial position effects, framing, and anchoring) and (2) biases that especially occur in the context of group decision making (GroupThink, polarization, and emotional contagion).},
keywords = {},
pubstate = {published},
tppubtype = {inbook}
}
Decision biases can be interpreted as tendencies to think and act in specific ways that result in a systematic deviation of potentially rational and high-quality decisions. In this chapter, we provide an overview of example decision biases and show possibilities to counteract these. The overview includes (1) biases that exist in both single user and group decision making (decoy effects, serial position effects, framing, and anchoring) and (2) biases that especially occur in the context of group decision making (GroupThink, polarization, and emotional contagion). |
Felfernig, Alexander; Boratto, Ludovico; Stettinger, Martin; č, Marko Tkal{č}i Further Choice Scenarios Book Chapter Group Recommender Systems : An Introduction, pp. 129–144, Springer International Publishing, Cham, 2018, ISBN: 978-3-319-75067-5. Links | BibTeX | Tags: @inbook{Felfernig2018g,
title = {Further Choice Scenarios},
author = {Alexander Felfernig and Ludovico Boratto and Martin Stettinger and Marko Tkal{\v{c}}i{\v{c}}},
url = {https://doi.org/10.1007/978-3-319-75067-5_7},
doi = {10.1007/978-3-319-75067-5_7},
isbn = {978-3-319-75067-5},
year = {2018},
date = {2018-01-01},
booktitle = {Group Recommender Systems : An Introduction},
pages = {129--144},
publisher = {Springer International Publishing},
address = {Cham},
keywords = {},
pubstate = {published},
tppubtype = {inbook}
}
|
Felfernig, Alexander; Boratto, Ludovico; Stettinger, Martin; č, Marko Tkal{č}i Explanations for Groups Book Chapter Group Recommender Systems : An Introduction, pp. 105–126, Springer International Publishing, Cham, 2018, ISBN: 978-3-319-75067-5. Abstract | Links | BibTeX | Tags: @inbook{Felfernig2018h,
title = {Explanations for Groups},
author = {Alexander Felfernig and Ludovico Boratto and Martin Stettinger and Marko Tkal{\v{c}}i{\v{c}}},
url = {https://doi.org/10.1007/978-3-319-75067-5_6},
doi = {10.1007/978-3-319-75067-5_6},
isbn = {978-3-319-75067-5},
year = {2018},
date = {2018-01-01},
booktitle = {Group Recommender Systems : An Introduction},
pages = {105--126},
publisher = {Springer International Publishing},
address = {Cham},
abstract = {Explanations are used in recommender systems for various reasons. Users have to be supported in making (high-quality) decisions more quickly. Developers of recommender systems want to convince users to purchase specific items. Users should better understand how the recommender system works and why a specific item has been recommended. Users should also develop a more in-depth understanding of the item domain. Consequently, explanations are designed in order to achieve specific goals such as increasing the transparency of a recommendation or increasing a user's trust in the recommender system. In this chapter, we provide an overview of existing research related to explanations in recommender systems, and specifically discuss aspects relevant to group recommendation scenarios. In this context, we present different ways of explaining and visualizing recommendations determined on the basis of aggregated predictions and aggregated models strategies.},
keywords = {},
pubstate = {published},
tppubtype = {inbook}
}
Explanations are used in recommender systems for various reasons. Users have to be supported in making (high-quality) decisions more quickly. Developers of recommender systems want to convince users to purchase specific items. Users should better understand how the recommender system works and why a specific item has been recommended. Users should also develop a more in-depth understanding of the item domain. Consequently, explanations are designed in order to achieve specific goals such as increasing the transparency of a recommendation or increasing a user's trust in the recommender system. In this chapter, we provide an overview of existing research related to explanations in recommender systems, and specifically discuss aspects relevant to group recommendation scenarios. In this context, we present different ways of explaining and visualizing recommendations determined on the basis of aggregated predictions and aggregated models strategies. |
Felfernig, Alexander; Boratto, Ludovico; Stettinger, Martin; č, Marko Tkal{č}i Group Recommender Applications Book Chapter Group Recommender Systems : An Introduction, pp. 75–89, Springer International Publishing, Cham, 2018, ISBN: 978-3-319-75067-5. Abstract | Links | BibTeX | Tags: @inbook{Felfernig2018i,
title = {Group Recommender Applications},
author = {Alexander Felfernig and Ludovico Boratto and Martin Stettinger and Marko Tkal{\v{c}}i{\v{c}}},
url = {https://doi.org/10.1007/978-3-319-75067-5_4},
doi = {10.1007/978-3-319-75067-5_4},
isbn = {978-3-319-75067-5},
year = {2018},
date = {2018-01-01},
booktitle = {Group Recommender Systems : An Introduction},
pages = {75--89},
publisher = {Springer International Publishing},
address = {Cham},
abstract = {In this chapter, we present an overview of different group recommender applications. We organize this overview into the application domains of music, movies and TV programs, travel destinations and events, news and web pages, healthy living, software engineering, and domain-independent recommenders. Each application is analyzed with regard to the characteristics of group recommenders as introduced in Chap. 2.},
keywords = {},
pubstate = {published},
tppubtype = {inbook}
}
In this chapter, we present an overview of different group recommender applications. We organize this overview into the application domains of music, movies and TV programs, travel destinations and events, news and web pages, healthy living, software engineering, and domain-independent recommenders. Each application is analyzed with regard to the characteristics of group recommenders as introduced in Chap. 2. |
Felfernig, Alexander; Boratto, Ludovico; Stettinger, Martin; č, Marko Tkal{č}i Evaluating Group Recommender Systems Book Chapter Group Recommender Systems : An Introduction, pp. 59–71, Springer International Publishing, Cham, 2018, ISBN: 978-3-319-75067-5. Abstract | Links | BibTeX | Tags: @inbook{Felfernig2018j,
title = {Evaluating Group Recommender Systems},
author = {Alexander Felfernig and Ludovico Boratto and Martin Stettinger and Marko Tkal{\v{c}}i{\v{c}}},
url = {https://doi.org/10.1007/978-3-319-75067-5_3},
doi = {10.1007/978-3-319-75067-5_3},
isbn = {978-3-319-75067-5},
year = {2018},
date = {2018-01-01},
booktitle = {Group Recommender Systems : An Introduction},
pages = {59--71},
publisher = {Springer International Publishing},
address = {Cham},
abstract = {In the previous chapters, we have learned how to design group recommender systems but did not explicitly discuss how to evaluate them. The evaluation techniques for group recommender systems are often the same or similar to those that are used for single user recommenders. We show how to apply these techniques on the basis of examples and introduce evaluation approaches that are specifically useful in group recommendation scenarios.},
keywords = {},
pubstate = {published},
tppubtype = {inbook}
}
In the previous chapters, we have learned how to design group recommender systems but did not explicitly discuss how to evaluate them. The evaluation techniques for group recommender systems are often the same or similar to those that are used for single user recommenders. We show how to apply these techniques on the basis of examples and introduce evaluation approaches that are specifically useful in group recommendation scenarios. |
Felfernig, Alexander; Boratto, Ludovico; Stettinger, Martin; č, Marko Tkal{č}i Algorithms for Group Recommendation Book Chapter Group Recommender Systems : An Introduction, pp. 27–58, Springer International Publishing, Cham, 2018, ISBN: 978-3-319-75067-5. Abstract | Links | BibTeX | Tags: @inbook{Felfernig2018k,
title = {Algorithms for Group Recommendation},
author = {Alexander Felfernig and Ludovico Boratto and Martin Stettinger and Marko Tkal{\v{c}}i{\v{c}}},
url = {https://doi.org/10.1007/978-3-319-75067-5_2},
doi = {10.1007/978-3-319-75067-5_2},
isbn = {978-3-319-75067-5},
year = {2018},
date = {2018-01-01},
booktitle = {Group Recommender Systems : An Introduction},
pages = {27--58},
publisher = {Springer International Publishing},
address = {Cham},
abstract = {In this chapter, our aim is to show how group recommendation can be implemented on the basis of recommendation paradigms for individual users. Specifically, we focus on collaborative filtering, content-based filtering, constraint-based, critiquing-based, and hybrid recommendation. Throughout this chapter, we differentiate between (1) aggregated predictions and (2) aggregated models as basic strategies for aggregating the preferences of individual group members.},
keywords = {},
pubstate = {published},
tppubtype = {inbook}
}
In this chapter, our aim is to show how group recommendation can be implemented on the basis of recommendation paradigms for individual users. Specifically, we focus on collaborative filtering, content-based filtering, constraint-based, critiquing-based, and hybrid recommendation. Throughout this chapter, we differentiate between (1) aggregated predictions and (2) aggregated models as basic strategies for aggregating the preferences of individual group members. |
Felfernig, Alexander; Boratto, Ludovico; Stettinger, Martin; č, Marko Tkal{č}i Handling Preferences Book Chapter Group Recommender Systems : An Introduction, pp. 91–103, Springer International Publishing, Cham, 2018, ISBN: 978-3-319-75067-5. Abstract | Links | BibTeX | Tags: @inbook{Felfernig2018l,
title = {Handling Preferences},
author = {Alexander Felfernig and Ludovico Boratto and Martin Stettinger and Marko Tkal{\v{c}}i{\v{c}}},
url = {https://doi.org/10.1007/978-3-319-75067-5_5},
doi = {10.1007/978-3-319-75067-5_5},
isbn = {978-3-319-75067-5},
year = {2018},
date = {2018-01-01},
booktitle = {Group Recommender Systems : An Introduction},
pages = {91--103},
publisher = {Springer International Publishing},
address = {Cham},
abstract = {This chapter presents an overview of approaches related to the handling of preferences in (group) recommendation scenarios. We first introduce the concept of preferences and then discuss how preferences can be handled for different recommendation approaches. Furthermore, we sketch how to deal with inconsistencies such as contradicting preferences of individual users.},
keywords = {},
pubstate = {published},
tppubtype = {inbook}
}
This chapter presents an overview of approaches related to the handling of preferences in (group) recommendation scenarios. We first introduce the concept of preferences and then discuss how preferences can be handled for different recommendation approaches. Furthermore, we sketch how to deal with inconsistencies such as contradicting preferences of individual users. |
2017
|
Felfernig, Alexander; Stettinger, Martin; Falkner, Andreas; Atas, Müslüm; Franch, Xavier; Palomares, Cristina OpenReq: Recommender Systems in Requirements Engineering Conference RS-BDA'17, Graz, Austria , 2017. Links | BibTeX | Tags: OpenReq, Recommender Systems, Recommender Systems in RE @conference{Felfernig2017,
title = {OpenReq: Recommender Systems in Requirements Engineering},
author = {Alexander Felfernig and Martin Stettinger and Andreas Falkner and M\"{u}sl\"{u}m Atas and Xavier Franch and Cristina Palomares},
editor = {Alexander Felfernig and Martin Stettinger and Andreas Falkner and M\"{u}sl\"{u}m Atas and Xavier Franch and Cristina Palomares},
url = {http://ase.ist.tugraz.at/ASE/wp-content/uploads/2014/01/openreq-4.pdf},
year = {2017},
date = {2017-12-01},
booktitle = {RS-BDA'17},
pages = {1-4},
address = {Graz, Austria },
keywords = {OpenReq, Recommender Systems, Recommender Systems in RE},
pubstate = {published},
tppubtype = {conference}
}
|
Johann, Timo; Stanik, Christoph; Alizadeh, Alireza M; Maalej, Walid SAFE: A Simple Approach for Feature Extraction from App Descriptions and App Reviews Conference IEEE 25th International Requirements Engineering Conference (RE), Lisbon, Portugal, 2017. Links | BibTeX | Tags: application descriptions, feature extraction @conference{Johann2017,
title = {SAFE: A Simple Approach for Feature Extraction from App Descriptions and App Reviews},
author = {Timo Johann and Christoph Stanik and Alireza M Alizadeh and Walid Maalej},
url = {https://ieeexplore.ieee.org/document/8048887/},
doi = {10.1109/RE.2017.71},
year = {2017},
date = {2017-09-04},
booktitle = {IEEE 25th International Requirements Engineering Conference (RE)},
pages = {21-30},
address = {Lisbon, Portugal},
keywords = {application descriptions, feature extraction},
pubstate = {published},
tppubtype = {conference}
}
|
Kurtanović, Zijad; Maalej, Walid Automatically Classifying Functional and Non-functional Requirements Using Supervised Machine Learning Conference IEEE 25th International Requirements Engineering Conference (RE), Lisbon, Portugal, 2017. Links | BibTeX | Tags: Classification, Machine learning, Requirement engineering @conference{Kurtanovi\'{c}2017,
title = {Automatically Classifying Functional and Non-functional Requirements Using Supervised Machine Learning},
author = {Zijad Kurtanovi\'{c} and Walid Maalej},
url = {https://ieeexplore.ieee.org/document/8049171/},
doi = {10.1109/RE.2017.82},
year = {2017},
date = {2017-09-04},
booktitle = {IEEE 25th International Requirements Engineering Conference (RE)},
journal = {IEEE 25th International Requirements Engineering Conference (RE), Lisbon, 2017},
pages = {490-495},
address = {Lisbon, Portugal},
keywords = {Classification, Machine learning, Requirement engineering},
pubstate = {published},
tppubtype = {conference}
}
|
Kurtanović, Zijad; Maalej, Walid Mining User Rationale from Software Reviews Conference IEEE 25th International Requirements Engineering Conference (RE), Lisbon, Portugal, 2017. Links | BibTeX | Tags: Data mining, Software requirements @conference{Kurtanovi\'{c}2017b,
title = {Mining User Rationale from Software Reviews},
author = {Zijad Kurtanovi\'{c} and Walid Maalej},
url = {https://ieeexplore.ieee.org/document/8048891/},
doi = {10.1109/RE.2017.86},
year = {2017},
date = {2017-09-04},
booktitle = {IEEE 25th International Requirements Engineering Conference (RE)},
pages = {61-70},
address = {Lisbon, Portugal},
keywords = {Data mining, Software requirements},
pubstate = {published},
tppubtype = {conference}
}
|
Atas, Müslüm; Felfernig, Alexander; Stettinger, Martin; Tran, Trang Beyond Item Recommendation: Using Recommendations to Stimulate Information Exchange in Group Decisions Conference 9th International Conference on Social Informatics (SocInfo 2017), Oxford, UK, 2017. Links | BibTeX | Tags: Information Exchange @conference{Atas2017,
title = {Beyond Item Recommendation: Using Recommendations to Stimulate Information Exchange in Group Decisions},
author = {M\"{u}sl\"{u}m Atas and Alexander Felfernig and Martin Stettinger and Trang Tran
},
url = {https://graz.pure.elsevier.com/en/publications/beyond-item-recommendation-using-recommendations-to-stimulate-inf},
year = {2017},
date = {2017-09-01},
booktitle = {9th International Conference on Social Informatics (SocInfo 2017)},
pages = {368-377},
publisher = {Oxford, UK},
keywords = {Information Exchange},
pubstate = {published},
tppubtype = {conference}
}
|
Mavin, A; Wilkinson, P; Teufl, S; Femmer, H; Eckhardt, J; Mund, J Does Goal-Oriented Requirements Engineering Achieve Its Goal? Inproceedings 2017 IEEE 25th International Requirements Engineering Conference (RE), pp. 174-183, 2017, ISSN: 2332-6441. Links | BibTeX | Tags: @inproceedings{8048903,
title = {Does Goal-Oriented Requirements Engineering Achieve Its Goal?},
author = {A Mavin and P Wilkinson and S Teufl and H Femmer and J Eckhardt and J Mund},
doi = {10.1109/RE.2017.40},
issn = {2332-6441},
year = {2017},
date = {2017-09-01},
booktitle = {2017 IEEE 25th International Requirements Engineering Conference (RE)},
pages = {174-183},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Erdeniz, Seda Polat; Felfernig, Alexander; Atas, Muesluem; Tran, Thi Ngoc Trang; Jeran, Michael; Stettinger, Martin Cluster-Specific Heuristics for Constraint Solving Conference Advances in Artificial Intelligence: From Theory to Practice. IEA/AIE 2017. Lecture Notes in Computer Science
, 10350 , Springer, Cham, 2017, ISBN: 978-3-319-60042-0. Abstract | Links | BibTeX | Tags: Constraint Satisfaction Problems @conference{Erdeniz2017,
title = {Cluster-Specific Heuristics for Constraint Solving},
author = {Seda Polat Erdeniz and Alexander Felfernig and Muesluem Atas and Thi Ngoc Trang Tran and Michael Jeran and Martin Stettinger},
editor = {Salem Benferhat and Karim Tabia and Moonis Ali},
url = {https://link.springer.com/chapter/10.1007/978-3-319-60042-0_3},
doi = {https://doi.org/10.1007/978-3-319-60042-0_3},
isbn = {978-3-319-60042-0},
year = {2017},
date = {2017-06-27},
booktitle = {Advances in Artificial Intelligence: From Theory to Practice. IEA/AIE 2017. Lecture Notes in Computer Science
},
volume = {10350},
pages = {21-30},
publisher = {Springer, Cham},
abstract = {In Constraint Satisfaction Problems (CSP), variable ordering heuristics help to increase efficiency. Applying an appropriate heuristic can increase the performance of CSP solvers. On the other hand, if we apply specific heuristics for similar CSPs, CSP solver performance could be further improved. Similar CSPs can be grouped into same clusters. For each cluster, appropriate heuristics can be found by applying a local search. Thus, when a new CSP is created, the corresponding cluster can be found and the pre-calculated heuristics for the cluster can be applied. In this paper, we propose a new method for constraint solving which is called Cluster Specific Heuristic (CSH). We present and evaluate our method on the basis of example CSPs.},
keywords = {Constraint Satisfaction Problems},
pubstate = {published},
tppubtype = {conference}
}
In Constraint Satisfaction Problems (CSP), variable ordering heuristics help to increase efficiency. Applying an appropriate heuristic can increase the performance of CSP solvers. On the other hand, if we apply specific heuristics for similar CSPs, CSP solver performance could be further improved. Similar CSPs can be grouped into same clusters. For each cluster, appropriate heuristics can be found by applying a local search. Thus, when a new CSP is created, the corresponding cluster can be found and the pre-calculated heuristics for the cluster can be applied. In this paper, we propose a new method for constraint solving which is called Cluster Specific Heuristic (CSH). We present and evaluate our method on the basis of example CSPs. |
Sannier, Nicolas; Adedjouma, Morayo; Sabetzadeh, Mehrdad; Briand, Lionel An Automated Framework for Detection and Resolution of Cross References in Legal Texts Journal Article Requirements Engineering, 22 (2), pp. 215-237, 2017, ISSN: 0947-3602. Links | BibTeX | Tags: Conceptual modeling, Cross references, Legal compliance, Natural language processing (NLP) @article{Sannier:2017:AFD:3095523.3095539,
title = {An Automated Framework for Detection and Resolution of Cross References in Legal Texts},
author = {Nicolas Sannier and Morayo Adedjouma and Mehrdad Sabetzadeh and Lionel Briand},
url = {https://doi.org/10.1007/s00766-015-0241-3},
doi = {10.1007/s00766-015-0241-3},
issn = {0947-3602},
year = {2017},
date = {2017-06-01},
journal = {Requirements Engineering},
volume = {22},
number = {2},
pages = {215-237},
publisher = {Springer-Verlag New York, Inc.},
address = {Secaucus, NJ, USA},
keywords = {Conceptual modeling, Cross references, Legal compliance, Natural language processing (NLP)},
pubstate = {published},
tppubtype = {article}
}
|
Tu, Zhiying; Xu, Xiaofei; Zhang, Qian; Zhang, Hanming; Wang, Zhongjie Gig Services Recommendation Method for Fuzzy Requirement Description Inproceedings 2017 IEEE International Conference on Web Services (ICWS), pp. 620-627, 2017. Links | BibTeX | Tags: @inproceedings{8029815,
title = {Gig Services Recommendation Method for Fuzzy Requirement Description},
author = {Zhiying Tu and Xiaofei Xu and Qian Zhang and Hanming Zhang and Zhongjie Wang},
doi = {10.1109/ICWS.2017.73},
year = {2017},
date = {2017-06-01},
booktitle = {2017 IEEE International Conference on Web Services (ICWS)},
pages = {620-627},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Pacheco, C; Garcia, I; Calvo-Manzano, J A; Arcilla, M Reusing Functional Software Requirements in Small-sized Software Enterprises: A Model Oriented to the Catalog of Requirements Journal Article Requir. Eng., 22 (2), pp. 275–287, 2017, ISSN: 0947-3602. Links | BibTeX | Tags: Functional requirements catalog, requirements engineering, Requirements reuse process, Small-sized software enterprises @article{Pacheco:2017:RFS:3095523.3095538,
title = {Reusing Functional Software Requirements in Small-sized Software Enterprises: A Model Oriented to the Catalog of Requirements},
author = {C Pacheco and I Garcia and J A Calvo-Manzano and M Arcilla},
url = {https://doi.org/10.1007/s00766-015-0243-1},
doi = {10.1007/s00766-015-0243-1},
issn = {0947-3602},
year = {2017},
date = {2017-06-01},
journal = {Requir. Eng.},
volume = {22},
number = {2},
pages = {275--287},
publisher = {Springer-Verlag New York, Inc.},
address = {Secaucus, NJ, USA},
keywords = {Functional requirements catalog, requirements engineering, Requirements reuse process, Small-sized software enterprises},
pubstate = {published},
tppubtype = {article}
}
|
Mäenpää, Hanna; Raatikainen, Mikko; Tiihonen, Juha; Kojo, Tero; Männistö, Tomi Intelligent, community-driven requirements engineering Conference The 13th International Conference on Open Source Systems (OSS 2017), Buenos Aires, Argentina, 2017. BibTeX | Tags: community-driven requirements engineering, open source system, requirements engineering @conference{M\"{a}enp\"{a}\"{a}2017,
title = {Intelligent, community-driven requirements engineering},
author = {Hanna M\"{a}enp\"{a}\"{a} and Mikko Raatikainen and Juha Tiihonen and Tero Kojo and Tomi M\"{a}nnist\"{o}},
year = {2017},
date = {2017-05-22},
booktitle = {The 13th International Conference on Open Source Systems (OSS 2017)},
address = {Buenos Aires, Argentina},
keywords = {community-driven requirements engineering, open source system, requirements engineering},
pubstate = {published},
tppubtype = {conference}
}
|
Shao, Fei; Peng, Rong; Lai, Han; Wang, Bangchao DRank: A semi-automated requirements prioritization method based on preferences and dependencies Journal Article Journal of Systems and Software, 126 (Supplement C), pp. 141 - 156, 2017, ISSN: 0164-1212. Abstract | Links | BibTeX | Tags: Link analysis, Machine learning, Requirements dependency, Software requirements prioritization @article{Shao2017,
title = {DRank: A semi-automated requirements prioritization method based on preferences and dependencies},
author = {Fei Shao and Rong Peng and Han Lai and Bangchao Wang},
url = {http://www.sciencedirect.com/science/article/pii/S0164121216301911},
doi = {https://doi.org/10.1016/j.jss.2016.09.043},
issn = {0164-1212},
year = {2017},
date = {2017-04-01},
journal = {Journal of Systems and Software},
volume = {126},
number = {Supplement C},
pages = {141 - 156},
abstract = {Abstract There are many types of dependencies between software requirements, such as the contributions dependencies (Make, Some+, Help, Break, Some-, Hurt) and business dependencies modeled in the i* framework. However, current approaches for prioritizing requirements seldom take these dependencies into consideration, because it is difficult for stakeholders to prioritize requirements considering their preferences as well as the dependencies between requirements. To make requirement prioritization more practical, a method called DRank is proposed. DRank has the following advantages: 1) a prioritization evaluation attributes tree is constructed to make the ranking criteria selection easier and more operable; 2) RankBoost is employed to calculate the subjective requirements prioritization according to stakeholder preferences, which reduces the difficulty of evaluating the prioritization; 3) an algorithm based on the weighted PageRank is proposed to analyze the dependencies between requirements, allowing the objective dependencies to be automatically transformed into partial order relations; and 4) an integrated requirements prioritization method is developed to amend the stakeholders’ subjective preferences with the objective requirements dependencies and make the process of prioritization more reasonable and applicable. A controlled experiment performed to validate the effectiveness of DRank based on comparisons with Case Based Ranking, Analytical Hierarchy Process, and EVOLVE. The results demonstrate that DRank is less time-consuming and more effective than alternative approaches. A simulation experiment demonstrates that taking requirement dependencies into consideration can improve the accuracy of the final prioritization sequence.},
keywords = {Link analysis, Machine learning, Requirements dependency, Software requirements prioritization},
pubstate = {published},
tppubtype = {article}
}
Abstract There are many types of dependencies between software requirements, such as the contributions dependencies (Make, Some+, Help, Break, Some-, Hurt) and business dependencies modeled in the i* framework. However, current approaches for prioritizing requirements seldom take these dependencies into consideration, because it is difficult for stakeholders to prioritize requirements considering their preferences as well as the dependencies between requirements. To make requirement prioritization more practical, a method called DRank is proposed. DRank has the following advantages: 1) a prioritization evaluation attributes tree is constructed to make the ranking criteria selection easier and more operable; 2) RankBoost is employed to calculate the subjective requirements prioritization according to stakeholder preferences, which reduces the difficulty of evaluating the prioritization; 3) an algorithm based on the weighted PageRank is proposed to analyze the dependencies between requirements, allowing the objective dependencies to be automatically transformed into partial order relations; and 4) an integrated requirements prioritization method is developed to amend the stakeholders’ subjective preferences with the objective requirements dependencies and make the process of prioritization more reasonable and applicable. A controlled experiment performed to validate the effectiveness of DRank based on comparisons with Case Based Ranking, Analytical Hierarchy Process, and EVOLVE. The results demonstrate that DRank is less time-consuming and more effective than alternative approaches. A simulation experiment demonstrates that taking requirement dependencies into consideration can improve the accuracy of the final prioritization sequence. |
da Silva, Antonio Cesar Brandão Gomes; de Carneiro, Glauco Figueiredo; e Abreu, Fernando Brito; Monteiro, Miguel Pessoa Frequent Releases in Open Source Software: A Systematic Review Journal Article Information, 8 (3, ARTICLE NUMBER = 109), 2017, ISSN: 2078-2489. Abstract | Links | BibTeX | Tags: @article{info8030109,
title = {Frequent Releases in Open Source Software: A Systematic Review},
author = {Antonio Cesar Brand\~{a}o Gomes da Silva and Glauco de Figueiredo Carneiro and Fernando Brito e Abreu and Miguel Pessoa Monteiro},
url = {http://www.mdpi.com/2078-2489/8/3/109},
doi = {10.3390/info8030109},
issn = {2078-2489},
year = {2017},
date = {2017-01-01},
journal = {Information},
volume = {8},
number = {3, ARTICLE NUMBER = 109},
abstract = {Context: The need to accelerate software delivery, supporting faster time-to-market and frequent community developer/user feedback are issues that have led to relevant changes in software development practices. One example is the adoption of Rapid Release (RR) by several Open Source Software projects (OSS). This raises the need to know how these projects deal with software release approaches. Goal: Identify the main characteristics of software release initiatives in OSS projects, the motivations behind their adoption, strategies applied, as well as advantages and difficulties found. Method: We conducted a Systematic Literature Review (SLR) to reach the stated goal. Results: The SLR includes 33 publications from January 2006 to July 2016 and reveals nine advantages that characterize software release approaches in OSS projects; four challenge issues; three possibilities of implementation and two main motivations towards the adoption of RR; and finally four main strategies to implement it. Conclusion: This study provides an up-to-date and structured understanding of the software release approaches in the context of OSS projects based on findings systematically collected from a list of relevant references in the last decade.},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Context: The need to accelerate software delivery, supporting faster time-to-market and frequent community developer/user feedback are issues that have led to relevant changes in software development practices. One example is the adoption of Rapid Release (RR) by several Open Source Software projects (OSS). This raises the need to know how these projects deal with software release approaches. Goal: Identify the main characteristics of software release initiatives in OSS projects, the motivations behind their adoption, strategies applied, as well as advantages and difficulties found. Method: We conducted a Systematic Literature Review (SLR) to reach the stated goal. Results: The SLR includes 33 publications from January 2006 to July 2016 and reveals nine advantages that characterize software release approaches in OSS projects; four challenge issues; three possibilities of implementation and two main motivations towards the adoption of RR; and finally four main strategies to implement it. Conclusion: This study provides an up-to-date and structured understanding of the software release approaches in the context of OSS projects based on findings systematically collected from a list of relevant references in the last decade. |
Sannier, Nicolas; Adedjouma, Morayo; Sabetzadeh, Mehrdad; Briand, Lionel An Automated Framework for Detection and Resolution of Cross References in Legal Texts Journal Article Requir. Eng., 22 (2), pp. 215–237, 2017, ISSN: 0947-3602. Links | BibTeX | Tags: Conceptual modeling, Cross references, Legal compliance, Natural language processing (NLP) @article{Sannier:2017:AFD:3095523.3095539b,
title = {An Automated Framework for Detection and Resolution of Cross References in Legal Texts},
author = {Nicolas Sannier and Morayo Adedjouma and Mehrdad Sabetzadeh and Lionel Briand},
url = {https://doi.org/10.1007/s00766-015-0241-3},
doi = {10.1007/s00766-015-0241-3},
issn = {0947-3602},
year = {2017},
date = {2017-01-01},
journal = {Requir. Eng.},
volume = {22},
number = {2},
pages = {215--237},
publisher = {Springer-Verlag New York, Inc.},
address = {Secaucus, NJ, USA},
keywords = {Conceptual modeling, Cross references, Legal compliance, Natural language processing (NLP)},
pubstate = {published},
tppubtype = {article}
}
|
Palomares, Cristina; Quer, Carme; Franch, Xavier Requirements Reuse and Requirement Patterns: A State of the Practice Survey Journal Article Empirical Softw. Engg., 22 (6), pp. 2719-2762, 2017, ISSN: 1382-3256. Links | BibTeX | Tags: Empirical studies, Online questionnaire, Requirement patterns, requirements engineering, Requirements reuse, Surveys @article{Palomares:2017:RRR:3147777.3147813,
title = {Requirements Reuse and Requirement Patterns: A State of the Practice Survey},
author = {Cristina Palomares and Carme Quer and Xavier Franch},
url = {https://doi.org/10.1007/s10664-016-9485-x},
doi = {10.1007/s10664-016-9485-x},
issn = {1382-3256},
year = {2017},
date = {2017-01-01},
journal = {Empirical Softw. Engg.},
volume = {22},
number = {6},
pages = {2719-2762},
publisher = {Kluwer Academic Publishers},
address = {Hingham, MA, USA},
keywords = {Empirical studies, Online questionnaire, Requirement patterns, requirements engineering, Requirements reuse, Surveys},
pubstate = {published},
tppubtype = {article}
}
|
ü, Müsl; Felfernig, Alexander; Stettinger, Martin; Tran, Thi Ngoc Trang Beyond Item Recommendation: Using Recommendations to Stimulate Knowledge
Sharing in Group Decisions Inproceedings Social Informatics - 9th International Conference, SocInfo 2017, Oxford,
UK, September 13-15, 2017, Proceedings, Part II, pp. 368–377, 2017. Links | BibTeX | Tags: @inproceedings{DBLP:conf/socinfo/AtasFST17,
title = {Beyond Item Recommendation: Using Recommendations to Stimulate Knowledge
Sharing in Group Decisions},
author = {M\"{u}sl \"{u} and Alexander Felfernig and Martin Stettinger and Thi Ngoc Trang Tran},
url = {https://doi.org/10.1007/978-3-319-67256-4_29},
doi = {10.1007/978-3-319-67256-4_29},
year = {2017},
date = {2017-01-01},
booktitle = {Social Informatics - 9th International Conference, SocInfo 2017, Oxford,
UK, September 13-15, 2017, Proceedings, Part II},
pages = {368--377},
crossref = {DBLP:conf/socinfo/2017-2},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Shehadeh, Amal; Felfernig, Alexander; Jeran, Michael; Stettinger, Martin; Reiterer, Stefan Knowledge-based Learning Content Generation in the STUDYBATTLES
Environment Inproceedings The 29th International Conference on Software Engineering and Knowledge
Engineering, Wyndham Pittsburgh University Center, Pittsburgh, PA,
USA, July 5-7, 2017., pp. 541–546, 2017. Links | BibTeX | Tags: @inproceedings{DBLP:conf/seke/ShehadehFJSR17,
title = {Knowledge-based Learning Content Generation in the STUDYBATTLES
Environment},
author = {Amal Shehadeh and Alexander Felfernig and Michael Jeran and Martin Stettinger and Stefan Reiterer},
url = {https://doi.org/10.18293/SEKE2017-093},
doi = {10.18293/SEKE2017-093},
year = {2017},
date = {2017-01-01},
booktitle = {The 29th International Conference on Software Engineering and Knowledge
Engineering, Wyndham Pittsburgh University Center, Pittsburgh, PA,
USA, July 5-7, 2017.},
pages = {541--546},
crossref = {DBLP:conf/seke/2017},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Felfernig, Alexander; Atas, Muesluem; Tran, Thi Ngoc Trang; Stettinger, Martin; Erdeniz, Seda Polat; Leitner, Gerhard An Analysis of Group Recommendation Heuristics for High- and Low-Involvement
Items Inproceedings Advances in Artificial Intelligence: From Theory to Practice - 30th
International Conference on Industrial Engineering and Other Applications
of Applied Intelligent Systems, IEA/AIE 2017, Arras, France, June
27-30, 2017, Proceedings, Part I, pp. 335–344, 2017. Links | BibTeX | Tags: @inproceedings{DBLP:conf/ieaaie/FelfernigATSEL17,
title = {An Analysis of Group Recommendation Heuristics for High- and Low-Involvement
Items},
author = {Alexander Felfernig and Muesluem Atas and Thi Ngoc Trang Tran and Martin Stettinger and Seda Polat Erdeniz and Gerhard Leitner},
url = {https://doi.org/10.1007/978-3-319-60042-0_39},
doi = {10.1007/978-3-319-60042-0_39},
year = {2017},
date = {2017-01-01},
booktitle = {Advances in Artificial Intelligence: From Theory to Practice - 30th
International Conference on Industrial Engineering and Other Applications
of Applied Intelligent Systems, IEA/AIE 2017, Arras, France, June
27-30, 2017, Proceedings, Part I},
pages = {335--344},
crossref = {DBLP:conf/ieaaie/2017-1},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Erdeniz, Seda Polat; Felfernig, Alexander; Atas, Muesluem; Tran, Thi Ngoc Trang; Jeran, Michael; Stettinger, Martin Cluster-Specific Heuristics for Constraint Solving Inproceedings Advances in Artificial Intelligence: From Theory to Practice - 30th
International Conference on Industrial Engineering and Other Applications
of Applied Intelligent Systems, IEA/AIE 2017, Arras, France, June
27-30, 2017, Proceedings, Part I, pp. 21–30, 2017. Links | BibTeX | Tags: @inproceedings{DBLP:conf/ieaaie/ErdenizFATJS17,
title = {Cluster-Specific Heuristics for Constraint Solving},
author = {Seda Polat Erdeniz and Alexander Felfernig and Muesluem Atas and Thi Ngoc Trang Tran and Michael Jeran and Martin Stettinger},
url = {https://doi.org/10.1007/978-3-319-60042-0_3},
doi = {10.1007/978-3-319-60042-0_3},
year = {2017},
date = {2017-01-01},
booktitle = {Advances in Artificial Intelligence: From Theory to Practice - 30th
International Conference on Industrial Engineering and Other Applications
of Applied Intelligent Systems, IEA/AIE 2017, Arras, France, June
27-30, 2017, Proceedings, Part I},
pages = {21--30},
crossref = {DBLP:conf/ieaaie/2017-1},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Ulz, Thomas; Schwarz, Michael; Felfernig, Alexander; Haas, Sarah; Shehadeh, Amal; Reiterer, Stefan; Stettinger, Martin Human computation for constraint-based recommenders Journal Article J. Intell. Inf. Syst., 49 (1), pp. 37–57, 2017. Links | BibTeX | Tags: @article{DBLP:journals/jiis/UlzSFHSRS17,
title = {Human computation for constraint-based recommenders},
author = {Thomas Ulz and Michael Schwarz and Alexander Felfernig and Sarah Haas and Amal Shehadeh and Stefan Reiterer and Martin Stettinger},
url = {https://doi.org/10.1007/s10844-016-0433-4},
doi = {10.1007/s10844-016-0433-4},
year = {2017},
date = {2017-01-01},
journal = {J. Intell. Inf. Syst.},
volume = {49},
number = {1},
pages = {37--57},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Shehadeh, Amal; Felfernig, Alexander; Stettinger, Martin; Jeran, Michael; Reiterer, Stefan Automated Learning Content Generation from Knowledge Bases in the
STUDYBATTLES Environment Journal Article International Journal of Software Engineering and Knowledge Engineering, 27 (9-10), pp. 1387–1408, 2017. Links | BibTeX | Tags: @article{DBLP:journals/ijseke/ShehadehFSJR17,
title = {Automated Learning Content Generation from Knowledge Bases in the
STUDYBATTLES Environment},
author = {Amal Shehadeh and Alexander Felfernig and Martin Stettinger and Michael Jeran and Stefan Reiterer},
url = {https://doi.org/10.1142/S0218194017400022},
doi = {10.1142/S0218194017400022},
year = {2017},
date = {2017-01-01},
journal = {International Journal of Software Engineering and Knowledge Engineering},
volume = {27},
number = {9-10},
pages = {1387--1408},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Silva, Ana; é, Andr; 'u, Thalles Ara; Barbosa, Renan; 'u, Felipe Barbosa Ara; Costa, Antonio Alexandre Moura; Perkusich, Mirko; Dilorenzo, Ednaldo Ordering the Product Backlog in Agile Software Development Projects: A Systematic Literature Review Inproceedings SEKE, 2017. BibTeX | Tags: @inproceedings{Silva2017OrderingTP,
title = {Ordering the Product Backlog in Agile Software Development Projects: A Systematic Literature Review},
author = {Ana Silva and Andr \'{e} and Thalles Ara 'u and Renan Barbosa and Felipe Barbosa Ara 'u and Antonio Alexandre Moura Costa and Mirko Perkusich and Ednaldo Dilorenzo},
year = {2017},
date = {2017-01-01},
booktitle = {SEKE},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Ciampaglia, Giovanni Luca; Mashhadi, Afra; Yasseri, Taha (Ed.) Beyond Item Recommendation: Using Recommendations to Stimulate Knowledge Sharing in Group Decisions Inproceedings Ciampaglia, Giovanni Luca; Mashhadi, Afra; Yasseri, Taha (Ed.): Social Informatics, pp. 368–377, Springer International Publishing, Cham, 2017, ISBN: 978-3-319-67256-4. Abstract | BibTeX | Tags: @inproceedings{10.1007/978-3-319-67256-4_29,
title = {Beyond Item Recommendation: Using Recommendations to Stimulate Knowledge Sharing in Group Decisions},
editor = {Giovanni Luca Ciampaglia and Afra Mashhadi and Taha Yasseri},
isbn = {978-3-319-67256-4},
year = {2017},
date = {2017-01-01},
booktitle = {Social Informatics},
pages = {368--377},
publisher = {Springer International Publishing},
address = {Cham},
abstract = {The intensity of domain knowledge exchange among group members is an important factor that directly influences group decision quality. The more frequent information is exchanged among group members, the higher the quality of the corresponding decision. In this paper we present results of an empirical study conducted with groups of students -- the task of each group was to take a decision regarding the exam topics the group prefers. This group decision had to be taken on the basis of a group decision support environment with included recommendation functionality and a discussion forum that allows for information exchange among group members. Depending on the included variant of the group recommendation algorithm, groups received recommendations that varied in terms of recommendation diversity. The results of the study show that increased recommendation diversity leads to an increased degree of information exchange among group members.},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
The intensity of domain knowledge exchange among group members is an important factor that directly influences group decision quality. The more frequent information is exchanged among group members, the higher the quality of the corresponding decision. In this paper we present results of an empirical study conducted with groups of students -- the task of each group was to take a decision regarding the exam topics the group prefers. This group decision had to be taken on the basis of a group decision support environment with included recommendation functionality and a discussion forum that allows for information exchange among group members. Depending on the included variant of the group recommendation algorithm, groups received recommendations that varied in terms of recommendation diversity. The results of the study show that increased recommendation diversity leads to an increased degree of information exchange among group members. |
2016
|
Elkamel, Akil; Gzara, Mariem; Ben-Abdallah, Hanene An UML class recommender system for software design Inproceedings 2016 IEEE/ACS 13th International Conference of Computer Systems and Applications (AICCSA), pp. 1-8, 2016. Links | BibTeX | Tags: @inproceedings{7945659,
title = {An UML class recommender system for software design},
author = {Akil Elkamel and Mariem Gzara and Hanene Ben-Abdallah},
doi = {10.1109/AICCSA.2016.7945659},
year = {2016},
date = {2016-11-01},
booktitle = {2016 IEEE/ACS 13th International Conference of Computer Systems and Applications (AICCSA)},
pages = {1-8},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Winkler, Jonas; Vogelsang, Andreas Automatic Classification of Requirements Based on Convolutional Neural Networks Inproceedings 2016 IEEE 24th International Requirements Engineering Conference Workshops (REW), pp. 39-45, 2016. Links | BibTeX | Tags: @inproceedings{7815604,
title = {Automatic Classification of Requirements Based on Convolutional Neural Networks},
author = {Jonas Winkler and Andreas Vogelsang},
doi = {10.1109/REW.2016.021},
year = {2016},
date = {2016-09-01},
booktitle = {2016 IEEE 24th International Requirements Engineering Conference Workshops (REW)},
pages = {39-45},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Hotomski, Sofija; Charrada, Eya Ben; Glinz, Martin An Exploratory Study on Handling Requirements and Acceptance Test Documentation in Industry Inproceedings 2016 IEEE 24th International Requirements Engineering Conference (RE), pp. 116-125, 2016, ISSN: 2332-6441. Links | BibTeX | Tags: Companies;Interviews;Documentation;Software;Testing;Requirements engineering @inproceedings{7765517,
title = {An Exploratory Study on Handling Requirements and Acceptance Test Documentation in Industry},
author = {Sofija Hotomski and Eya Ben Charrada and Martin Glinz },
url = {https://www.computer.org/csdl/proceedings/re/2016/4121/00/4121a116-abs.html},
doi = {10.1109/RE.2016.37},
issn = {2332-6441},
year = {2016},
date = {2016-09-01},
booktitle = {2016 IEEE 24th International Requirements Engineering Conference (RE)},
volume = {00},
pages = {116-125},
keywords = {Companies;Interviews;Documentation;Software;Testing;Requirements engineering},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Chen, Qiuxing; Yao, Lixiu; Yang, Jie Short text classification based on LDA topic model Inproceedings 2016 International Conference on Audio, Language and Image Processing (ICALIP), pp. 749-753, 2016. Links | BibTeX | Tags: @inproceedings{7846525,
title = {Short text classification based on LDA topic model},
author = {Qiuxing Chen and Lixiu Yao and Jie Yang},
doi = {10.1109/ICALIP.2016.7846525},
year = {2016},
date = {2016-07-01},
booktitle = {2016 International Conference on Audio, Language and Image Processing (ICALIP)},
pages = {749-753},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Souag, Amina; Mazo, Raúl; Salinesi, Camille; Comyn-Wattiau, Isabelle Reusable Knowledge in Security Requirements Engineering: A Systematic Mapping Study Journal Article Requir. Eng., 21 (2), pp. 251–283, 2016, ISSN: 0947-3602. Links | BibTeX | Tags: Knowledge, Ontologies, Patterns, Reusability, Security requirements, Templates @article{Souag:2016:RKS:2944570.2944592,
title = {Reusable Knowledge in Security Requirements Engineering: A Systematic Mapping Study},
author = {Amina Souag and Ra\'{u}l Mazo and Camille Salinesi and Isabelle Comyn-Wattiau},
url = {http://dx.doi.org/10.1007/s00766-015-0220-8},
doi = {10.1007/s00766-015-0220-8},
issn = {0947-3602},
year = {2016},
date = {2016-06-01},
journal = {Requir. Eng.},
volume = {21},
number = {2},
pages = {251--283},
publisher = {Springer-Verlag New York, Inc.},
address = {Secaucus, NJ, USA},
keywords = {Knowledge, Ontologies, Patterns, Reusability, Security requirements, Templates},
pubstate = {published},
tppubtype = {article}
}
|
Garcia, Jorge Esparteiro; Paiva, Ana C R REQAnalytics: A Recommender System for Requirements Maintenance Journal Article International Journal of Software Engineering and its Applications 10(129):140 · January 2016 with 38 Reads, 10 (1), pp. 129-140, 2016, ISSN: 1738-9984. Abstract | Links | BibTeX | Tags: Recommender Systems @article{garcia_paiva_2016b,
title = {REQAnalytics: A Recommender System for Requirements Maintenance},
author = {Jorge Esparteiro Garcia and Ana C R Paiva },
doi = {10.14257/ijseia.2016.10.1.13},
issn = {1738-9984},
year = {2016},
date = {2016-01-31},
journal = { International Journal of Software Engineering and its Applications 10(129):140 · January 2016 with 38 Reads},
volume = {10},
number = {1},
pages = {129-140},
abstract = {In the context of SaaS, where the change requests can be frequent, there is the need for a systematic requirements management process so as to maintain requirements updated and ease the management of changes required to improve the service to provide. Changes to perform need to be prioritized and their impact on the system should be assessed. The extraction and analysis of the use of the services provided through the web and their relationship to the requirements can help identify improvements and help keep the service useful for longer period of time. This paper presents REQAnalytics, a recommender system that collects information on the usage of a web service, relates that information back to the requirements, and generates reports with recommendations and change suggestions that can increase the quality of that service. The proposed approach aims to provide reports of the analysis made in a language closer to the business where, for example, it indicates new workflows and navigation paths, identifies the features that can be removed and presents the relationship between requirements and the proposed changes helping to maintain the software requirements specification updated and useful.},
keywords = {Recommender Systems},
pubstate = {published},
tppubtype = {article}
}
In the context of SaaS, where the change requests can be frequent, there is the need for a systematic requirements management process so as to maintain requirements updated and ease the management of changes required to improve the service to provide. Changes to perform need to be prioritized and their impact on the system should be assessed. The extraction and analysis of the use of the services provided through the web and their relationship to the requirements can help identify improvements and help keep the service useful for longer period of time. This paper presents REQAnalytics, a recommender system that collects information on the usage of a web service, relates that information back to the requirements, and generates reports with recommendations and change suggestions that can increase the quality of that service. The proposed approach aims to provide reports of the analysis made in a language closer to the business where, for example, it indicates new workflows and navigation paths, identifies the features that can be removed and presents the relationship between requirements and the proposed changes helping to maintain the software requirements specification updated and useful. |
Bhatia, M P S; Kumar, Akshi; Beniwal, Rohit Ontologies for Software Engineering: Past, Present and Future Journal Article Indian Journal of Science and Technology, 9 (9), 2016, ISSN: 0974 -5645. Abstract | Links | BibTeX | Tags: Life Cycle, Ontologies, Semantic Web, Semantic Web Enabled Software Engineering, Software Engineering, Support Technology @article{IJST71384,
title = {Ontologies for Software Engineering: Past, Present and Future},
author = {M P S Bhatia and Akshi Kumar and Rohit Beniwal},
url = {http://52.172.159.94/index.php/indjst/article/view/71384},
issn = {0974 -5645},
year = {2016},
date = {2016-01-01},
journal = {Indian Journal of Science and Technology},
volume = {9},
number = {9},
abstract = {Background/Objectives: Research in recent years has probed integration amongst research field of Software Engineering & Semantic Web technology, addressing the advantages of applying Semantic techniques to the field of Software Engineering. Prolifically published studies have further substantiated the benefits of ontologies to the field of Software Engineering, which clearly motivate us to explore further opportunities available in this collaborated field. This paper is a survey expounding such opportunities while discussing the role of ontologies as a Software Life-Cycle support technology. Method/Statistical Analysis: Survey centred on providing an overview of the state-of-art of all the ontologies available for Software Engineering followed by their categorization based on software life cycle phases and their application scope. Findings: Characterization of ontologies as a Software Life-cycle support technology, instigated by the increasing need to investigate the interplay between Semantic Web & Software Engineering with the ultimate goal of enabling & improving Software Engineering capabilities. Application/Improvements: This paper discusses the practical and potential applications of ontologies in the field of Software Engineering followed by the issues and challenges that will keep this field dynamic and lively for years to come.},
keywords = {Life Cycle, Ontologies, Semantic Web, Semantic Web Enabled Software Engineering, Software Engineering, Support Technology},
pubstate = {published},
tppubtype = {article}
}
Background/Objectives: Research in recent years has probed integration amongst research field of Software Engineering & Semantic Web technology, addressing the advantages of applying Semantic techniques to the field of Software Engineering. Prolifically published studies have further substantiated the benefits of ontologies to the field of Software Engineering, which clearly motivate us to explore further opportunities available in this collaborated field. This paper is a survey expounding such opportunities while discussing the role of ontologies as a Software Life-Cycle support technology. Method/Statistical Analysis: Survey centred on providing an overview of the state-of-art of all the ontologies available for Software Engineering followed by their categorization based on software life cycle phases and their application scope. Findings: Characterization of ontologies as a Software Life-cycle support technology, instigated by the increasing need to investigate the interplay between Semantic Web & Software Engineering with the ultimate goal of enabling & improving Software Engineering capabilities. Application/Improvements: This paper discusses the practical and potential applications of ontologies in the field of Software Engineering followed by the issues and challenges that will keep this field dynamic and lively for years to come. |
Misra, Janardan Terminological Inconsistency Analysis of Natural Language Requirements Journal Article Inf. Softw. Technol., 74 (C), pp. 183–193, 2016, ISSN: 0950-5849. Links | BibTeX | Tags: Alias identification, Entity disambiguation, Latent semantic analysis, Requirements analysis, Requirements management, Terminological inconsistency analysis @article{Misra:2016:TIA:2906245.2906295,
title = {Terminological Inconsistency Analysis of Natural Language Requirements},
author = {Janardan Misra},
url = {http://dx.doi.org/10.1016/j.infsof.2015.11.006},
doi = {10.1016/j.infsof.2015.11.006},
issn = {0950-5849},
year = {2016},
date = {2016-01-01},
journal = {Inf. Softw. Technol.},
volume = {74},
number = {C},
pages = {183--193},
publisher = {Butterworth-Heinemann},
address = {Newton, MA, USA},
keywords = {Alias identification, Entity disambiguation, Latent semantic analysis, Requirements analysis, Requirements management, Terminological inconsistency analysis},
pubstate = {published},
tppubtype = {article}
}
|
Ameller, David; Farré, Carles; Franch, Xavier; Rufian, Guillem A Survey on Software Release Planning Models 2016. BibTeX | Tags: @unknown{unknowne,
title = {A Survey on Software Release Planning Models},
author = {David Ameller and Carles Farr\'{e} and Xavier Franch and Guillem Rufian},
isbn = {978-3-319-49093-9},
year = {2016},
date = {2016-01-01},
pages = {48-65},
keywords = {},
pubstate = {published},
tppubtype = {unknown}
}
|
Fernández, Daniel Méndez; Wagner, Stefan; Kalinowski, Marcos; Felderer, Michael; Mafra, Priscilla; Vetro, Antonio; Conte, Tayana; Christiansson, Marie-Therese; Greer, Des; Lassenius, Casper; Männistö, Tomi; Nayebi, Maleknaz; Oivo, Markku; Penzenstadler, Birgit; Pfahl, Dietmar; Prikladnicki, Rafael; Ruhe, Gunther; Schekelmann, Andre; Sen, Sagar; Wieringa, Roel Naming the Pain in Requirements Engineering: Contemporary Problems, Causes, and Effects in Practice Journal Article 2016. BibTeX | Tags: @article{articlei,
title = {Naming the Pain in Requirements Engineering: Contemporary Problems, Causes, and Effects in Practice},
author = {Daniel M\'{e}ndez Fern\'{a}ndez and Stefan Wagner and Marcos Kalinowski and Michael Felderer and Priscilla Mafra and Antonio Vetro and Tayana Conte and Marie-Therese Christiansson and Des Greer and Casper Lassenius and Tomi M\"{a}nnist\"{o} and Maleknaz Nayebi and Markku Oivo and Birgit Penzenstadler and Dietmar Pfahl and Rafael Prikladnicki and Gunther Ruhe and Andre Schekelmann and Sagar Sen and Roel Wieringa},
year = {2016},
date = {2016-01-01},
booktitle = {Empirical Software Engineering},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Misra, Janardan Terminological Inconsistency Analysis of Natural Language Requirements Journal Article Inf. Softw. Technol., 74 (C), pp. 183–193, 2016, ISSN: 0950-5849. Links | BibTeX | Tags: Alias identification, Entity disambiguation, Latent semantic analysis, Requirements analysis, Requirements management, Terminological inconsistency analysis @article{Misra:2016:TIA:2906245.2906295b,
title = {Terminological Inconsistency Analysis of Natural Language Requirements},
author = {Janardan Misra},
url = {http://dx.doi.org/10.1016/j.infsof.2015.11.006},
doi = {10.1016/j.infsof.2015.11.006},
issn = {0950-5849},
year = {2016},
date = {2016-01-01},
journal = {Inf. Softw. Technol.},
volume = {74},
number = {C},
pages = {183--193},
publisher = {Butterworth-Heinemann},
address = {Newton, MA, USA},
keywords = {Alias identification, Entity disambiguation, Latent semantic analysis, Requirements analysis, Requirements management, Terminological inconsistency analysis},
pubstate = {published},
tppubtype = {article}
}
|
de Gea, Juan Manuel Carrillo; Nicolás, Joaquín; Fernández-Alemán, José; Toval, Ambrosio; Idri, Ali Are the expected benefits of requirements reuse hampered by distance? An experiment Journal Article 5 , 2016. BibTeX | Tags: @article{articlef,
title = {Are the expected benefits of requirements reuse hampered by distance? An experiment},
author = {Juan Manuel Carrillo de Gea and Joaqu\'{i}n Nicol\'{a}s and Jos\'{e} Fern\'{a}ndez-Alem\'{a}n and Ambrosio Toval and Ali Idri},
year = {2016},
date = {2016-01-01},
booktitle = {SpringerPlus},
volume = {5},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Chen, Qiuxing; Yao, Lixiu; Yang, Jie Short text classification based on LDA topic model Journal Article 2016 International Conference on Audio, Language and Image Processing (ICALIP), pp. 749-753, 2016. BibTeX | Tags: @article{Chen2016ShortTC,
title = {Short text classification based on LDA topic model},
author = {Qiuxing Chen and Lixiu Yao and Jie Yang},
year = {2016},
date = {2016-01-01},
journal = {2016 International Conference on Audio, Language and Image Processing (ICALIP)},
pages = {749-753},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Tiihonen, Juha; Raatikainen, Mikko; Myllärniemi, Varvana; Männistö, Tomi Carrying Ideas from Knowledge-Based Configuration to Software Product Lines Inproceedings Proceedings of the 15th International Conference on Software Reuse: Bridging with Social-Awareness - Volume 9679, pp. 55–62, Springer-Verlag New York, Inc., Limassol, Cyprus, 2016, ISBN: 978-3-319-35121-6. Links | BibTeX | Tags: Conceptualization, Feature modelling, Knowledge-based configuration, Variability management, Variability modelling @inproceedings{Tiihonen:2016:CIK:2986168.2986173,
title = {Carrying Ideas from Knowledge-Based Configuration to Software Product Lines},
author = {Juha Tiihonen and Mikko Raatikainen and Varvana Myll\"{a}rniemi and Tomi M\"{a}nnist\"{o}},
url = {https://doi.org/10.1007/978-3-319-35122-3_4},
doi = {10.1007/978-3-319-35122-3_4},
isbn = {978-3-319-35121-6},
year = {2016},
date = {2016-01-01},
booktitle = {Proceedings of the 15th International Conference on Software Reuse: Bridging with Social-Awareness - Volume 9679},
pages = {55--62},
publisher = {Springer-Verlag New York, Inc.},
address = {Limassol, Cyprus},
series = {ICSR 2016},
keywords = {Conceptualization, Feature modelling, Knowledge-based configuration, Variability management, Variability modelling},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Hauksdóttir, Dagný; Mortensen, Niels Henrik; Ritsing, Brian; Andersen, Jens Christian Establishing Reusable Requirements Derived from Laws and Regulations for Medical Device Development Book Chapter Proceedings of the 2016 IEEE 24th International Requirements Engineering Conference Workshops, pp. 220–228, IEEE, 2016. Abstract | Links | BibTeX | Tags: Medical device development, Regulatory compliance, requirements engineering, Requirements reuse @inbook{075f3e07d5da456da6b38cdbf333b205,
title = {Establishing Reusable Requirements Derived from Laws and Regulations for Medical Device Development},
author = {Dagn\'{y} Hauksd\'{o}ttir and Niels Henrik Mortensen and Brian Ritsing and Jens Christian Andersen},
doi = {10.1109/REW.2016.045},
year = {2016},
date = {2016-01-01},
booktitle = {Proceedings of the 2016 IEEE 24th International Requirements Engineering Conference Workshops},
pages = {220--228},
publisher = {IEEE},
abstract = {For many industries a key activity in product development is to demonstrate legislative compliance by showing, explicitly, that all relevant requirements from regulatory documents have been identified and addressed. The analysis and interpretation of standards and regulations requires considerable skills and consumes significant effort in product development. Therefore initiating reuse from the analysis and elicitation of requirements from standards and regulations may provide promising potential for gaining efficiency in development and also for assuring sufficient quality of the work. In this paper, a method to manage requirements from standards, by establishing a reusable requirements catalogue, is suggested and a metamodel illustrating the information needed for tractability between derived requirements and legal texts, needed to facilitate reuse, is demonstrated. The paper presents a case study, where reusable requirements covering secondary packaging for medical injection devices were established, using a spreadsheet layout to capture and document the information presented in the metamodel.},
keywords = {Medical device development, Regulatory compliance, requirements engineering, Requirements reuse},
pubstate = {published},
tppubtype = {inbook}
}
For many industries a key activity in product development is to demonstrate legislative compliance by showing, explicitly, that all relevant requirements from regulatory documents have been identified and addressed. The analysis and interpretation of standards and regulations requires considerable skills and consumes significant effort in product development. Therefore initiating reuse from the analysis and elicitation of requirements from standards and regulations may provide promising potential for gaining efficiency in development and also for assuring sufficient quality of the work. In this paper, a method to manage requirements from standards, by establishing a reusable requirements catalogue, is suggested and a metamodel illustrating the information needed for tractability between derived requirements and legal texts, needed to facilitate reuse, is demonstrated. The paper presents a case study, where reusable requirements covering secondary packaging for medical injection devices were established, using a spreadsheet layout to capture and document the information presented in the metamodel. |
Gasparic, Marko; Janes, Andrea What recommendation systems for software engineering recommend: A systematic literature review Journal Article Journal of Systems and Software, 113 , pp. 101–113, 2016. BibTeX | Tags: @article{gasparic2016recommendationb,
title = {What recommendation systems for software engineering recommend: A systematic literature review},
author = {Marko Gasparic and Andrea Janes},
year = {2016},
date = {2016-01-01},
journal = {Journal of Systems and Software},
volume = {113},
pages = {101--113},
publisher = {Elsevier},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Tintarev, Nava; O'donovan, John; Felfernig, Alexander Introduction to the Special Issue on Human Interaction with Artificial Advice Givers Journal Article ACM Transactions on Interactive Intelligent Systems (TiiS), 6 (4), pp. 26, 2016. BibTeX | Tags: @article{tintarev2016introductionb,
title = {Introduction to the Special Issue on Human Interaction with Artificial Advice Givers},
author = {Nava Tintarev and John O'donovan and Alexander Felfernig},
year = {2016},
date = {2016-01-01},
journal = {ACM Transactions on Interactive Intelligent Systems (TiiS)},
volume = {6},
number = {4},
pages = {26},
publisher = {ACM},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Beel, Joeran; Breitinger, Corinna; Langer, Stefan; Lommatzsch, Andreas; Gipp, Bela Towards reproducibility in recommender-systems research Journal Article User modeling and user-adapted interaction, 26 (1), pp. 69–101, 2016. BibTeX | Tags: @article{beel2016towardsb,
title = {Towards reproducibility in recommender-systems research},
author = {Joeran Beel and Corinna Breitinger and Stefan Langer and Andreas Lommatzsch and Bela Gipp},
year = {2016},
date = {2016-01-01},
journal = {User modeling and user-adapted interaction},
volume = {26},
number = {1},
pages = {69--101},
publisher = {Springer},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Fernández-Tobías, Ignacio; Braunhofer, Matthias; Elahi, Mehdi; Ricci, Francesco; Cantador, Iván Alleviating the new user problem in collaborative filtering by exploiting personality information Journal Article User Modeling and User-Adapted Interaction, 26 (2-3), pp. 221–255, 2016. BibTeX | Tags: @article{fernandez2016alleviatingb,
title = {Alleviating the new user problem in collaborative filtering by exploiting personality information},
author = {Ignacio Fern\'{a}ndez-Tob\'{i}as and Matthias Braunhofer and Mehdi Elahi and Francesco Ricci and Iv\'{a}n Cantador},
year = {2016},
date = {2016-01-01},
journal = {User Modeling and User-Adapted Interaction},
volume = {26},
number = {2-3},
pages = {221--255},
publisher = {Springer},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Marshall, Jermaine; Wang, Dong Mood-sensitive truth discovery for reliable recommendation systems in social sensing Inproceedings Proceedings of the 10th ACM Conference on Recommender Systems, pp. 167–174, ACM 2016. BibTeX | Tags: @inproceedings{marshall2016moodb,
title = {Mood-sensitive truth discovery for reliable recommendation systems in social sensing},
author = {Jermaine Marshall and Dong Wang},
year = {2016},
date = {2016-01-01},
booktitle = {Proceedings of the 10th ACM Conference on Recommender Systems},
pages = {167--174},
organization = {ACM},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Latzer, Michael; Hollnbuchner, Katharina; Just, Natascha; Saurwein, Florian 19. The economics of algorithmic selection on the Internet Journal Article Handbook on the Economics of the Internet, pp. 395, 2016. BibTeX | Tags: @article{latzer201619b,
title = {19. The economics of algorithmic selection on the Internet},
author = {Michael Latzer and Katharina Hollnbuchner and Natascha Just and Florian Saurwein},
year = {2016},
date = {2016-01-01},
journal = {Handbook on the Economics of the Internet},
pages = {395},
publisher = {Edward Elgar Publishing},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
2015
|
Panis, M C Reuse of architecturally derived Standards Requirements Inproceedings 2015 IEEE 23rd International Requirements Engineering Conference (RE), pp. 296-304, 2015, ISSN: 1090-705X. Links | BibTeX | Tags: @inproceedings{7320446,
title = {Reuse of architecturally derived Standards Requirements},
author = {M C Panis},
doi = {10.1109/RE.2015.7320446},
issn = {1090-705X},
year = {2015},
date = {2015-08-01},
booktitle = {2015 IEEE 23rd International Requirements Engineering Conference (RE)},
pages = {296-304},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Hamza, Mostafa; Walker, Robert J Recommending Features and Feature Relationships from Requirements Documents for Software Product Lines Inproceedings 2015 IEEE/ACM 4th International Workshop on Realizing Artificial Intelligence Synergies in Software Engineering (RAISE), pp. 25-31, 2015. Links | BibTeX | Tags: Feature extraction;Natural language processing;Frequency modulation;Software;Context @inproceedings{7168328,
title = {Recommending Features and Feature Relationships from Requirements Documents for Software Product Lines},
author = {Mostafa Hamza and Robert J. Walker },
url = {https://www.computer.org/csdl/proceedings/raise/2015/7064/00/7064a025-abs.html},
doi = {10.1109/RAISE.2015.12},
year = {2015},
date = {2015-05-01},
booktitle = {2015 IEEE/ACM 4th International Workshop on Realizing Artificial Intelligence Synergies in Software Engineering (RAISE)},
volume = {00},
pages = {25-31},
keywords = {Feature extraction;Natural language processing;Frequency modulation;Software;Context},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Johann, Timo; Maalej, Walid Democratic mass participation of users in Requirements Engineering? Inproceedings Zowghi, Didar; Gervasi, Vincenzo; Amyot, Daniel (Ed.): RE, pp. 256-261, IEEE Computer Society, 2015, ISBN: 978-1-4673-6905-3. Links | BibTeX | Tags: dblp @inproceedings{conf/re/JohannM15,
title = {Democratic mass participation of users in Requirements Engineering?},
author = {Timo Johann and Walid Maalej},
editor = {Didar Zowghi and Vincenzo Gervasi and Daniel Amyot},
url = {http://dblp.uni-trier.de/db/conf/re/re2015.html#JohannM15},
isbn = {978-1-4673-6905-3},
year = {2015},
date = {2015-01-01},
booktitle = {RE},
pages = {256-261},
publisher = {IEEE Computer Society},
crossref = {conf/re/2015},
keywords = {dblp},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Rempel, Patrick; Mäder, Patrick Estimating the Implementation Risk of Requirements in Agile Software Development Projects with Traceability Metrics Inproceedings Fricker, Samuel A; Schneider, Kurt (Ed.): Requirements Engineering: Foundation for Software Quality, pp. 81–97, Springer International Publishing, Cham, 2015, ISBN: 978-3-319-16101-3. Abstract | BibTeX | Tags: @inproceedings{10.1007/978-3-319-16101-3_6,
title = {Estimating the Implementation Risk of Requirements in Agile Software Development Projects with Traceability Metrics},
author = {Patrick Rempel and Patrick M\"{a}der},
editor = {Samuel A Fricker and Kurt Schneider},
isbn = {978-3-319-16101-3},
year = {2015},
date = {2015-01-01},
booktitle = {Requirements Engineering: Foundation for Software Quality},
pages = {81--97},
publisher = {Springer International Publishing},
address = {Cham},
abstract = {[Context and Motivation] Agile developments follow an iterative procedure with alternating requirements planning and implementation phases boxed into sprints. For every sprint, requirements from the product backlog are selected and appropriate test measures are chosen. [Question/problem] Both activities should carefully consider the implementation risk of each requirement. In favor of a successful project, risky requirements should either be deferred or extra test effort should be dedicated on them. Currently, estimating the implementation risk of requirements is mainly based on gut decisions. [Principal ideas/results] The complexity of the graph spanned by dependency and decomposition relations across requirements can be an indicator of implementation risk. In this paper, we propose three metrics to assess and quantify requirement relations. We conducted a study with five industry-scale agile projects and found that the proposed metrics are in fact suitable for estimating implementation risk of requirements. [Contribution] Our study of heterogeneous, industrial development projects delivers for the first time evidence that the complexity of a requirements traceability graph is correlated with the error-proneness of the implementing source code. The proposed traceability metrics provide an indicator for requirements' implementation risks. This indicator supports product owners and developers in requirement prioritization and test measure selection.},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
[Context and Motivation] Agile developments follow an iterative procedure with alternating requirements planning and implementation phases boxed into sprints. For every sprint, requirements from the product backlog are selected and appropriate test measures are chosen. [Question/problem] Both activities should carefully consider the implementation risk of each requirement. In favor of a successful project, risky requirements should either be deferred or extra test effort should be dedicated on them. Currently, estimating the implementation risk of requirements is mainly based on gut decisions. [Principal ideas/results] The complexity of the graph spanned by dependency and decomposition relations across requirements can be an indicator of implementation risk. In this paper, we propose three metrics to assess and quantify requirement relations. We conducted a study with five industry-scale agile projects and found that the proposed metrics are in fact suitable for estimating implementation risk of requirements. [Contribution] Our study of heterogeneous, industrial development projects delivers for the first time evidence that the complexity of a requirements traceability graph is correlated with the error-proneness of the implementing source code. The proposed traceability metrics provide an indicator for requirements' implementation risks. This indicator supports product owners and developers in requirement prioritization and test measure selection. |
Harmonization and Development of Resources and Tools for Italian Natural Language Processing within the PARLI Project Inproceedings Italian Natural Language Processing within the PARLI Project, 2015. BibTeX | Tags: @inproceedings{2015HarmonizationAD,
title = {Harmonization and Development of Resources and Tools for Italian Natural Language Processing within the PARLI Project},
year = {2015},
date = {2015-01-01},
booktitle = {Italian Natural Language Processing within the PARLI Project},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Goldin, Leah; Berry, Daniel M Reuse of Requirements Reduced Time to Market at One Industrial Shop: A Case Study Journal Article Requir. Eng., 20 (1), pp. 23–44, 2015, ISSN: 0947-3602. Links | BibTeX | Tags: Large-scale system, Management, Process, Project family, Requirements, Requirements management, Reusable software, Reuse, Specifications, Tools @article{Goldin:2015:RRR:2740979.2741008,
title = {Reuse of Requirements Reduced Time to Market at One Industrial Shop: A Case Study},
author = {Leah Goldin and Daniel M Berry},
url = {http://dx.doi.org/10.1007/s00766-013-0182-7},
doi = {10.1007/s00766-013-0182-7},
issn = {0947-3602},
year = {2015},
date = {2015-01-01},
journal = {Requir. Eng.},
volume = {20},
number = {1},
pages = {23--44},
publisher = {Springer-Verlag New York, Inc.},
address = {Secaucus, NJ, USA},
keywords = {Large-scale system, Management, Process, Project family, Requirements, Requirements management, Reusable software, Reuse, Specifications, Tools},
pubstate = {published},
tppubtype = {article}
}
|
Petersen, Kai; Vakkalanka, Sairam; Kuzniarz, Ludwik Guidelines for conducting systematic mapping studies in software engineering : An update Journal Article Information and Software Technology, 64 , pp. 1–18, 2015. Abstract | Links | BibTeX | Tags: Guidelines; Mapping studies; Quality assessment; Systematic literature review; Systematic mapping; Systematic mapping studies; Systematic maps; Systematic Review, Mapping; Software engineering, Search engines @article{Petersen815606,
title = {Guidelines for conducting systematic mapping studies in software engineering : An update},
author = {Kai Petersen and Sairam Vakkalanka and Ludwik Kuzniarz},
doi = {10.1016/j.infsof.2015.03.007},
year = {2015},
date = {2015-01-01},
journal = {Information and Software Technology},
volume = {64},
pages = {1--18},
institution = {Blekinge Institute of Technology, Department of Software Engineering},
abstract = {Context Systematic mapping studies are used to structure a research area, while systematic reviews are focused on gathering and synthesizing evidence. The most recent guidelines for systematic mapping are from 2008. Since that time, many suggestions have been made of how to improve systematic literature reviews (SLRs). There is a need to evaluate how researchers conduct the process of systematic mapping and identify how the guidelines should be updated based on the lessons learned from the existing systematic maps and SLR guidelines. Objective To identify how the systematic mapping process is conducted (including search, study selection, analysis and presentation of data, etc.); to identify improvement potentials in conducting the systematic mapping process and updating the guidelines accordingly. Method We conducted a systematic mapping study of systematic maps, considering some practices of systematic review guidelines as well (in particular in relation to defining the search and to conduct a quality assessment). Results In a large number of studies multiple guidelines are used and combined, which leads to different ways in conducting mapping studies. The reason for combining guidelines was that they differed in the recommendations given. Conclusion The most frequently followed guidelines are not sufficient alone. Hence, there was a need to provide an update of how to conduct systematic mapping studies. New guidelines have been proposed consolidating existing findings. \^{A}© 2015 Elsevier B.V.},
keywords = {Guidelines; Mapping studies; Quality assessment; Systematic literature review; Systematic mapping; Systematic mapping studies; Systematic maps; Systematic Review, Mapping; Software engineering, Search engines},
pubstate = {published},
tppubtype = {article}
}
Context Systematic mapping studies are used to structure a research area, while systematic reviews are focused on gathering and synthesizing evidence. The most recent guidelines for systematic mapping are from 2008. Since that time, many suggestions have been made of how to improve systematic literature reviews (SLRs). There is a need to evaluate how researchers conduct the process of systematic mapping and identify how the guidelines should be updated based on the lessons learned from the existing systematic maps and SLR guidelines. Objective To identify how the systematic mapping process is conducted (including search, study selection, analysis and presentation of data, etc.); to identify improvement potentials in conducting the systematic mapping process and updating the guidelines accordingly. Method We conducted a systematic mapping study of systematic maps, considering some practices of systematic review guidelines as well (in particular in relation to defining the search and to conduct a quality assessment). Results In a large number of studies multiple guidelines are used and combined, which leads to different ways in conducting mapping studies. The reason for combining guidelines was that they differed in the recommendations given. Conclusion The most frequently followed guidelines are not sufficient alone. Hence, there was a need to provide an update of how to conduct systematic mapping studies. New guidelines have been proposed consolidating existing findings. © 2015 Elsevier B.V. |
Pitangueira, Antônio Mauricio; Maciel, Rita Suzana P; Barros, Márcio Software Requirements Selection and Prioritization Using SBSE Approaches Journal Article J. Syst. Softw., 103 (C), pp. 267–280, 2015, ISSN: 0164-1212. Links | BibTeX | Tags: requirements prioritization, Requirements selection, Systematic Review @article{Pitangueira:2015:SRS:2902376.2902607,
title = {Software Requirements Selection and Prioritization Using SBSE Approaches},
author = {Ant\^{o}nio Mauricio Pitangueira and Rita Suzana P Maciel and M\'{a}rcio Barros},
url = {http://dx.doi.org/10.1016/j.jss.2014.09.038},
doi = {10.1016/j.jss.2014.09.038},
issn = {0164-1212},
year = {2015},
date = {2015-01-01},
journal = {J. Syst. Softw.},
volume = {103},
number = {C},
pages = {267--280},
publisher = {Elsevier Science Inc.},
address = {New York, NY, USA},
keywords = {requirements prioritization, Requirements selection, Systematic Review},
pubstate = {published},
tppubtype = {article}
}
|
Hiisilä, Heli; Kauppinen, Marjo; Kujala, Sari Challenges of the Customer Organization's Requirements Engineering Process in the Outsourced Environment -- A Case Study Inproceedings Fricker, Samuel A; Schneider, Kurt (Ed.): Requirements Engineering: Foundation for Software Quality, pp. 214–229, Springer International Publishing, Cham, 2015, ISBN: 978-3-319-16101-3. Abstract | BibTeX | Tags: @inproceedings{10.1007/978-3-319-16101-3_14,
title = {Challenges of the Customer Organization's Requirements Engineering Process in the Outsourced Environment -- A Case Study},
author = {Heli Hiisil\"{a} and Marjo Kauppinen and Sari Kujala},
editor = {Samuel A Fricker and Kurt Schneider},
isbn = {978-3-319-16101-3},
year = {2015},
date = {2015-01-01},
booktitle = {Requirements Engineering: Foundation for Software Quality},
pages = {214--229},
publisher = {Springer International Publishing},
address = {Cham},
abstract = {[Context and motivation] The increasingly complex business and development environment brings challenges to IT system development and requirements engineering (RE) activities. [Question/problem] The goal of the case study was to investigate what the challenges of a customer organization's RE process are in the outsourced development environment and what demands these challenges bring to RE process development. The case study was conducted in a Finnish insurance company. [Principal ideas/results] The results are based on 17 interviews and the analysis of 15 large projects. The case study indicates that one of the biggest challenges is to develop business and IT as a whole. When combining business process and IT system development, requirements are an important tool. Another critical challenge in the outsourced environment is that the RE process is distributed between the customer organization and the supplier. Furthermore, highly integrated IT systems and enterprise architecture bring demands to RE process. [Contribution] The paper describes a complex environment in which the customer organization develops IT systems, and systematically defines challenges related to the RE process.},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
[Context and motivation] The increasingly complex business and development environment brings challenges to IT system development and requirements engineering (RE) activities. [Question/problem] The goal of the case study was to investigate what the challenges of a customer organization's RE process are in the outsourced development environment and what demands these challenges bring to RE process development. The case study was conducted in a Finnish insurance company. [Principal ideas/results] The results are based on 17 interviews and the analysis of 15 large projects. The case study indicates that one of the biggest challenges is to develop business and IT as a whole. When combining business process and IT system development, requirements are an important tool. Another critical challenge in the outsourced environment is that the RE process is distributed between the customer organization and the supplier. Furthermore, highly integrated IT systems and enterprise architecture bring demands to RE process. [Contribution] The paper describes a complex environment in which the customer organization develops IT systems, and systematically defines challenges related to the RE process. |
Felfernig, Alexander; Reiterer, Stefan; Stettinger, Martin; Tiihonen, Juha Towards Understanding Cognitive Aspects of Configuration Knowledge
Formalization Inproceedings Proceedings of the Ninth International Workshop on Variability Modelling
of Software-intensive Systems, VaMoS '15, Hildesheim, Germany, January
21-23, 2015, pp. 117, 2015. Links | BibTeX | Tags: @inproceedings{DBLP:conf/vamos/FelfernigRST15a,
title = {Towards Understanding Cognitive Aspects of Configuration Knowledge
Formalization},
author = {Alexander Felfernig and Stefan Reiterer and Martin Stettinger and Juha Tiihonen},
url = {https://doi.org/10.1145/2701319.2701327},
doi = {10.1145/2701319.2701327},
year = {2015},
date = {2015-01-01},
booktitle = {Proceedings of the Ninth International Workshop on Variability Modelling
of Software-intensive Systems, VaMoS '15, Hildesheim, Germany, January
21-23, 2015},
pages = {117},
crossref = {DBLP:conf/vamos/2015},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Felfernig, Alexander; Reiterer, Stefan; Stettinger, Martin; Tiihonen, Juha Intelligent Techniques for Configuration Knowledge Evolution Inproceedings Proceedings of the Ninth International Workshop on Variability Modelling
of Software-intensive Systems, VaMoS '15, Hildesheim, Germany, January
21-23, 2015, pp. 51, 2015. Links | BibTeX | Tags: @inproceedings{DBLP:conf/vamos/FelfernigRST15b,
title = {Intelligent Techniques for Configuration Knowledge Evolution},
author = {Alexander Felfernig and Stefan Reiterer and Martin Stettinger and Juha Tiihonen},
url = {https://doi.org/10.1145/2701319.2701320},
doi = {10.1145/2701319.2701320},
year = {2015},
date = {2015-01-01},
booktitle = {Proceedings of the Ninth International Workshop on Variability Modelling
of Software-intensive Systems, VaMoS '15, Hildesheim, Germany, January
21-23, 2015},
pages = {51},
crossref = {DBLP:conf/vamos/2015},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Stettinger, Martin; Felfernig, Alexander; Leitner, Gerhard; Reiterer, Stefan Counteracting Anchoring Effects in Group Decision Making Inproceedings User Modeling, Adaptation and Personalization - 23rd International
Conference, UMAP 2015, Dublin, Ireland, June 29 - July 3, 2015.
Proceedings, pp. 118–130, 2015. Links | BibTeX | Tags: @inproceedings{DBLP:conf/um/StettingerFLR15,
title = {Counteracting Anchoring Effects in Group Decision Making},
author = {Martin Stettinger and Alexander Felfernig and Gerhard Leitner and Stefan Reiterer},
url = {https://doi.org/10.1007/978-3-319-20267-9_10},
doi = {10.1007/978-3-319-20267-9_10},
year = {2015},
date = {2015-01-01},
booktitle = {User Modeling, Adaptation and Personalization - 23rd International
Conference, UMAP 2015, Dublin, Ireland, June 29 - July 3, 2015.
Proceedings},
pages = {118--130},
crossref = {DBLP:conf/um/2015},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Reiterer, Stefan; Felfernig, Alexander; Jeran, Michael; Stettinger, Martin; Wundara, Manfred; Eixelsberger, Wolfgang A Wiki-based Environment for Constraint-based Recommender Systems
Applied in the E-Government Domain Inproceedings Posters, Demos, Late-breaking Results and Workshop Proceedings of
the 23rd Conference on User Modeling, Adaptation, and Personalization
(UMAP 2015), Dublin, Ireland, June 29 - July 3, 2015., 2015. Links | BibTeX | Tags: @inproceedings{DBLP:conf/um/ReitererFJSWE15,
title = {A Wiki-based Environment for Constraint-based Recommender Systems
Applied in the E-Government Domain},
author = {Stefan Reiterer and Alexander Felfernig and Michael Jeran and Martin Stettinger and Manfred Wundara and Wolfgang Eixelsberger},
url = {http://ceur-ws.org/Vol-1388/PEGOV2015-paper1.pdf},
year = {2015},
date = {2015-01-01},
booktitle = {Posters, Demos, Late-breaking Results and Workshop Proceedings of
the 23rd Conference on User Modeling, Adaptation, and Personalization
(UMAP 2015), Dublin, Ireland, June 29 - July 3, 2015.},
crossref = {DBLP:conf/um/2015w},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Felfernig, Alexander; Stettinger, Martin; Leitner, Gerhard Fostering Knowledge Exchange Using Group Recommendations Inproceedings Proceedings of the Joint Workshop on Interfaces and Human Decision
Making for Recommender Systems, IntRS 2015, co-located with ACM
Conference on Recommender Systems (RecSys 2015), Vienna, Austria,
September 19, 2015., pp. 9–12, 2015. Links | BibTeX | Tags: @inproceedings{DBLP:conf/recsys/FelfernigSL15,
title = {Fostering Knowledge Exchange Using Group Recommendations},
author = {Alexander Felfernig and Martin Stettinger and Gerhard Leitner},
url = {http://ceur-ws.org/Vol-1438/paper2.pdf},
year = {2015},
date = {2015-01-01},
booktitle = {Proceedings of the Joint Workshop on Interfaces and Human Decision
Making for Recommender Systems, IntRS 2015, co-located with ACM
Conference on Recommender Systems (RecSys 2015), Vienna, Austria,
September 19, 2015.},
pages = {9--12},
crossref = {DBLP:conf/recsys/2015intrs},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Stettinger, Martin; Felfernig, Alexander; Leitner, Gerhard; Reiterer, Stefan; Jeran, Michael Counteracting Serial Position Effects in the CHOICLA Group Decision
Support Environment Inproceedings Proceedings of the 20th International Conference on Intelligent User
Interfaces, IUI 2015, Atlanta, GA, USA, March 29 - April 01, 2015, pp. 148–157, 2015. Links | BibTeX | Tags: @inproceedings{DBLP:conf/iui/StettingerFLRJ15,
title = {Counteracting Serial Position Effects in the CHOICLA Group Decision
Support Environment},
author = {Martin Stettinger and Alexander Felfernig and Gerhard Leitner and Stefan Reiterer and Michael Jeran},
url = {https://doi.org/10.1145/2678025.2701391},
doi = {10.1145/2678025.2701391},
year = {2015},
date = {2015-01-01},
booktitle = {Proceedings of the 20th International Conference on Intelligent User
Interfaces, IUI 2015, Atlanta, GA, USA, March 29 - April 01, 2015},
pages = {148--157},
crossref = {DBLP:conf/iui/2015},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Reiterer, Stefan; Stettinger, Martin; Jeran, Michael; Eixelsberger, Wolfgang; Wundara, Manfred Advantages of extending wiki pages with knowledge-based recommendations Inproceedings Proceedings of the 15th International Conference on Knowledge Technologies
and Data-driven Business, I-KNOW '15, Graz, Austria, October 21-23,
2015, pp. 46:1–46:4, 2015. Links | BibTeX | Tags: @inproceedings{DBLP:conf/iknow/ReitererSJEW15,
title = {Advantages of extending wiki pages with knowledge-based recommendations},
author = {Stefan Reiterer and Martin Stettinger and Michael Jeran and Wolfgang Eixelsberger and Manfred Wundara},
url = {https://doi.org/10.1145/2809563.2809611},
doi = {10.1145/2809563.2809611},
year = {2015},
date = {2015-01-01},
booktitle = {Proceedings of the 15th International Conference on Knowledge Technologies
and Data-driven Business, I-KNOW '15, Graz, Austria, October 21-23,
2015},
pages = {46:1--46:4},
crossref = {DBLP:conf/iknow/2015},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Wotawa, Franz; Stettinger, Martin; Reinfrank, Florian; Ninaus, Gerald; Felfernig, Alexander Conflict Management for Constraint-based Recommendation Inproceedings Proceedings of the IJCAI 2015 Joint Workshop on Constraints and
Preferences for Configuration and Recommendation and Intelligent Techniques
for Web Personalization co-located with the 24th International Joint
Conference on Artificial Intelligence (IJCAI 2015), Buenos Aires,
Argentina, July 27, 2015., 2015. Links | BibTeX | Tags: @inproceedings{DBLP:conf/ijcai/WotawaSRNF15,
title = {Conflict Management for Constraint-based Recommendation},
author = {Franz Wotawa and Martin Stettinger and Florian Reinfrank and Gerald Ninaus and Alexander Felfernig},
url = {http://ceur-ws.org/Vol-1440/Paper1.pdf},
year = {2015},
date = {2015-01-01},
booktitle = {Proceedings of the IJCAI 2015 Joint Workshop on Constraints and
Preferences for Configuration and Recommendation and Intelligent Techniques
for Web Personalization co-located with the 24th International Joint
Conference on Artificial Intelligence (IJCAI 2015), Buenos Aires,
Argentina, July 27, 2015.},
crossref = {DBLP:conf/ijcai/2015cpcr},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Felfernig, Alexander; Jeran, Michael; Stettinger, Martin; Absenger, Thomas; Gruber, Thomas; Haas, Sarah; Kirchengast, Emanuel; Schwarz, Michael; Skofitsch, Lukas; Ulz, Thomas Human Computation Based Acquisition of Financial Service Advisory
Practices Inproceedings Proceedings of the 1st International Workshop on Personalization &
Recommender Systems in Financial Services, Graz, Austria, April 16,
2015., pp. 27–34, 2015. Links | BibTeX | Tags: @inproceedings{DBLP:conf/finrec/FelfernigJSAGHK15,
title = {Human Computation Based Acquisition of Financial Service Advisory
Practices},
author = {Alexander Felfernig and Michael Jeran and Martin Stettinger and Thomas Absenger and Thomas Gruber and Sarah Haas and Emanuel Kirchengast and Michael Schwarz and Lukas Skofitsch and Thomas Ulz},
url = {http://ceur-ws.org/Vol-1349/paper05.pdf},
year = {2015},
date = {2015-01-01},
booktitle = {Proceedings of the 1st International Workshop on Personalization &
Recommender Systems in Financial Services, Graz, Austria, April 16,
2015.},
pages = {27--34},
crossref = {DBLP:conf/finrec/2015},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Felfernig, Alexander; Stettinger, Martin Conflict Management in Interactive Financial Service Selection Inproceedings Proceedings of the 1st International Workshop on Personalization &
Recommender Systems in Financial Services, Graz, Austria, April 16,
2015., pp. 3–10, 2015. Links | BibTeX | Tags: @inproceedings{DBLP:conf/finrec/FelfernigS15,
title = {Conflict Management in Interactive Financial Service Selection},
author = {Alexander Felfernig and Martin Stettinger},
url = {http://ceur-ws.org/Vol-1349/paper02.pdf},
year = {2015},
date = {2015-01-01},
booktitle = {Proceedings of the 1st International Workshop on Personalization &
Recommender Systems in Financial Services, Graz, Austria, April 16,
2015.},
pages = {3--10},
crossref = {DBLP:conf/finrec/2015},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Felfernig, Alexander; Jeran, Michael; Ruprechter, Thorsten; Ziller, Alexander; Reiterer, Stefan; Stettinger, Martin Learning games for configuration and diagnosis tasks Inproceedings Proceedings of the 17th International Configuration Workshop, Vienna,
Austria, September 10-11, 2015., pp. 111–114, 2015. Links | BibTeX | Tags: @inproceedings{DBLP:conf/confws/FelfernigJRZRS15,
title = {Learning games for configuration and diagnosis tasks},
author = {Alexander Felfernig and Michael Jeran and Thorsten Ruprechter and Alexander Ziller and Stefan Reiterer and Martin Stettinger},
url = {http://ceur-ws.org/Vol-1453/17_FelfernigJeranRuprechterZillerReitererStettinger_LearningGamesForConfiguration_Confws-15_p111.pdf},
year = {2015},
date = {2015-01-01},
booktitle = {Proceedings of the 17th International Configuration Workshop, Vienna,
Austria, September 10-11, 2015.},
pages = {111--114},
crossref = {DBLP:conf/confws/2015},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Bernardes, Daniel; Diaby, Mamadou; Fournier, Raphaël; Soulié, Françoise Fogelman; Viennet, Emmanuel A social formalism and survey for recommender systems Journal Article ACM SIGKDD Explorations Newsletter, 16 (2), pp. 20–37, 2015. BibTeX | Tags: @article{bernardes2015socialb,
title = {A social formalism and survey for recommender systems},
author = {Daniel Bernardes and Mamadou Diaby and Rapha\"{e}l Fournier and Fran\c{c}oise Fogelman Souli\'{e} and Emmanuel Viennet},
year = {2015},
date = {2015-01-01},
journal = {ACM SIGKDD Explorations Newsletter},
volume = {16},
number = {2},
pages = {20--37},
publisher = {ACM},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Verstrepen, Koen; Goethals, Bart Top-N recommendation for shared accounts Inproceedings Proceedings of the 9th ACM Conference on Recommender Systems, pp. 59–66, ACM 2015. BibTeX | Tags: @inproceedings{verstrepen2015topb,
title = {Top-N recommendation for shared accounts},
author = {Koen Verstrepen and Bart Goethals},
year = {2015},
date = {2015-01-01},
booktitle = {Proceedings of the 9th ACM Conference on Recommender Systems},
pages = {59--66},
organization = {ACM},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Forsati, Rana; Barjasteh, Iman; Masrour, Farzan; Esfahanian, Abdol-Hossein; Radha, Hayder Pushtrust: An efficient recommendation algorithm by leveraging trust and distrust relations Inproceedings Proceedings of the 9th ACM Conference on Recommender Systems, pp. 51–58, ACM 2015. BibTeX | Tags: @inproceedings{forsati2015pushtrustb,
title = {Pushtrust: An efficient recommendation algorithm by leveraging trust and distrust relations},
author = {Rana Forsati and Iman Barjasteh and Farzan Masrour and Abdol-Hossein Esfahanian and Hayder Radha},
year = {2015},
date = {2015-01-01},
booktitle = {Proceedings of the 9th ACM Conference on Recommender Systems},
pages = {51--58},
organization = {ACM},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Jameson, Anthony; Willemsen, Martijn C; Felfernig, Alexander; de Gemmis, Marco; Lops, Pasquale; Semeraro, Giovanni; Chen, Li Human decision making and recommender systems Incollection Recommender Systems Handbook, pp. 611–648, Springer, 2015. BibTeX | Tags: @incollection{jameson2015humanb,
title = {Human decision making and recommender systems},
author = {Anthony Jameson and Martijn C Willemsen and Alexander Felfernig and Marco de Gemmis and Pasquale Lops and Giovanni Semeraro and Li Chen},
year = {2015},
date = {2015-01-01},
booktitle = {Recommender Systems Handbook},
pages = {611--648},
publisher = {Springer},
keywords = {},
pubstate = {published},
tppubtype = {incollection}
}
|
de Gemmis, Marco; Lops, Pasquale; Musto, Cataldo; Narducci, Fedelucio; Semeraro, Giovanni Semantics-aware content-based recommender systems Incollection Recommender Systems Handbook, pp. 119–159, Springer, 2015. BibTeX | Tags: @incollection{de2015semanticsb,
title = {Semantics-aware content-based recommender systems},
author = {Marco de Gemmis and Pasquale Lops and Cataldo Musto and Fedelucio Narducci and Giovanni Semeraro},
year = {2015},
date = {2015-01-01},
booktitle = {Recommender Systems Handbook},
pages = {119--159},
publisher = {Springer},
keywords = {},
pubstate = {published},
tppubtype = {incollection}
}
|
Ricci, Francesco; Rokach, Lior; Shapira, Bracha Recommender systems: introduction and challenges Incollection Recommender systems handbook, pp. 1–34, Springer, 2015. BibTeX | Tags: @incollection{ricci2015recommenderb,
title = {Recommender systems: introduction and challenges},
author = {Francesco Ricci and Lior Rokach and Bracha Shapira},
year = {2015},
date = {2015-01-01},
booktitle = {Recommender systems handbook},
pages = {1--34},
publisher = {Springer},
keywords = {},
pubstate = {published},
tppubtype = {incollection}
}
|
Guy, Ido Social recommender systems Incollection Recommender Systems Handbook, pp. 511–543, Springer, 2015. BibTeX | Tags: @incollection{guy2015socialb,
title = {Social recommender systems},
author = {Ido Guy},
year = {2015},
date = {2015-01-01},
booktitle = {Recommender Systems Handbook},
pages = {511--543},
publisher = {Springer},
keywords = {},
pubstate = {published},
tppubtype = {incollection}
}
|
2014
|
Sher, F; Jawawi, D N A; Mohamad, R; Babar, M I Requirements prioritization techniques and different aspects for prioritization a systematic literature review protocol Inproceedings 2014 8th. Malaysian Software Engineering Conference (MySEC), pp. 31-36, 2014. Links | BibTeX | Tags: @inproceedings{6985985,
title = {Requirements prioritization techniques and different aspects for prioritization a systematic literature review protocol},
author = {F Sher and D N A Jawawi and R Mohamad and M I Babar},
doi = {10.1109/MySec.2014.6985985},
year = {2014},
date = {2014-09-01},
booktitle = {2014 8th. Malaysian Software Engineering Conference (MySEC)},
pages = {31-36},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Ninaus, Gerald; Reinfrank, Florian; Stettinger, Martin; Felfernig, Alexander Content-based recommendation techniques for requirements engineering Inproceedings 2014 IEEE 1st International Workshop on Artificial Intelligence for Requirements Engineering (AIRE), pp. 27-34, 2014. Links | BibTeX | Tags: @inproceedings{6894853,
title = {Content-based recommendation techniques for requirements engineering},
author = {Gerald Ninaus and Florian Reinfrank and Martin Stettinger and Alexander Felfernig},
doi = {10.1109/AIRE.2014.6894853},
year = {2014},
date = {2014-08-01},
booktitle = {2014 IEEE 1st International Workshop on Artificial Intelligence for Requirements Engineering (AIRE)},
pages = {27-34},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Requirements Prioritization and Next-Release Problem under Non-additive Value Conditions Inproceedings 2014 23rd Australian Software Engineering Conference, pp. 120-123, 2014, ISSN: 1530-0803. Abstract | Links | BibTeX | Tags: @inproceedings{Sureka2014,
title = {Requirements Prioritization and Next-Release Problem under Non-additive Value Conditions},
doi = {10.1109/ASWEC.2014.12},
issn = {1530-0803},
year = {2014},
date = {2014-04-01},
booktitle = {2014 23rd Australian Software Engineering Conference},
pages = {120-123},
abstract = {Next Release Problem (NRP) is a complex combinatorial optimization problem consisting of identifying a subset of software requirements maximizing the business value under given constraints such as cost and resource limitation, time and functionality related dependencies between requirements. NRP can be mathematically formulated as an integer linear programming problem and previous researches solve the NRP multi-objective optimization problem using exact and metaheuristic search techniques. We present a mathematical formulation of the NRP under conditions of non-additive customer valuations (positive and negative synergies) across requirements. We present a model that allows customers to state their preferences or valuations across bundles or combinations of requirements. We analyze the economic efficiency gains, cognitive and computationally complexity of the proposed model. We conduct experiments to investigate the applicability of multi-objective evolutionary algorithms (MOEAs) in solving the NRP with non-additive valuations and implication constraints on requirements. We compare and contrast the performance of state-of-the-art MOEAs such as NSGA-II and GDE3 on synthetic dataset representing multiple problem characteristics and size and present the result of our empirical analysis.},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Next Release Problem (NRP) is a complex combinatorial optimization problem consisting of identifying a subset of software requirements maximizing the business value under given constraints such as cost and resource limitation, time and functionality related dependencies between requirements. NRP can be mathematically formulated as an integer linear programming problem and previous researches solve the NRP multi-objective optimization problem using exact and metaheuristic search techniques. We present a mathematical formulation of the NRP under conditions of non-additive customer valuations (positive and negative synergies) across requirements. We present a model that allows customers to state their preferences or valuations across bundles or combinations of requirements. We analyze the economic efficiency gains, cognitive and computationally complexity of the proposed model. We conduct experiments to investigate the applicability of multi-objective evolutionary algorithms (MOEAs) in solving the NRP with non-additive valuations and implication constraints on requirements. We compare and contrast the performance of state-of-the-art MOEAs such as NSGA-II and GDE3 on synthetic dataset representing multiple problem characteristics and size and present the result of our empirical analysis. |
Galster, Matthias; Weyns, Danny; Tofan, Dan; Michalik, Bartosz; Avgeriou, Paris Variability in Software Systems #x2014;A Systematic Literature Review Journal Article IEEE Transactions on Software Engineering, 40 (3), pp. 282-306, 2014, ISSN: 0098-5589. Links | BibTeX | Tags: @article{6682901,
title = {Variability in Software Systems #x2014;A Systematic Literature Review},
author = {Matthias Galster and Danny Weyns and Dan Tofan and Bartosz Michalik and Paris Avgeriou},
doi = {10.1109/TSE.2013.56},
issn = {0098-5589},
year = {2014},
date = {2014-03-01},
journal = {IEEE Transactions on Software Engineering},
volume = {40},
number = {3},
pages = {282-306},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Mens, Kim; Lozano, Angela Source code-based recommendation systems Incollection Recommendation Systems in Software Engineering, pp. 93–130, Springer, 2014. BibTeX | Tags: @incollection{mens2014source,
title = {Source code-based recommendation systems},
author = {Kim Mens and Angela Lozano},
year = {2014},
date = {2014-01-01},
booktitle = {Recommendation Systems in Software Engineering},
pages = {93--130},
publisher = {Springer},
keywords = {},
pubstate = {published},
tppubtype = {incollection}
}
|
Herzig, Kim; Zeller, Andreas Mining Bug Data Incollection Recommendation Systems in Software Engineering, pp. 131–171, Springer, 2014. BibTeX | Tags: @incollection{herzig2014mining,
title = {Mining Bug Data},
author = {Kim Herzig and Andreas Zeller},
year = {2014},
date = {2014-01-01},
booktitle = {Recommendation Systems in Software Engineering},
pages = {131--171},
publisher = {Springer},
keywords = {},
pubstate = {published},
tppubtype = {incollection}
}
|
Ying, Annie TT; Robillard, Martin P Developer profiles for recommendation systems Incollection Recommendation Systems in Software Engineering, pp. 199–222, Springer, 2014. Links | BibTeX | Tags: @incollection{ying2014developer,
title = {Developer profiles for recommendation systems},
author = {Annie TT Ying and Martin P Robillard},
url = {https://link.springer.com/chapter/10.1007/978-3-642-45135-5_8},
year = {2014},
date = {2014-01-01},
booktitle = {Recommendation Systems in Software Engineering},
pages = {199--222},
publisher = {Springer},
keywords = {},
pubstate = {published},
tppubtype = {incollection}
}
|
Ninaus, Gerald; Reinfrank, Florian; Stettinger, Martin; Felfernig, Alexander Content-based recommendation techniques for requirements engineering Inproceedings Artificial Intelligence for Requirements Engineering (AIRE), 2014 IEEE 1st International Workshop on, pp. 27–34, IEEE 2014. BibTeX | Tags: @inproceedings{ninaus2014content,
title = {Content-based recommendation techniques for requirements engineering},
author = {Gerald Ninaus and Florian Reinfrank and Martin Stettinger and Alexander Felfernig},
year = {2014},
date = {2014-01-01},
booktitle = {Artificial Intelligence for Requirements Engineering (AIRE), 2014 IEEE 1st International Workshop on},
pages = {27--34},
organization = {IEEE},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Maalej, Walid; Kurtanovic, Zijad; Felfernig, Alexander What Stakeholders Need to Know About Requirements Book Chapter 4th IEEE International Workshop on Empirical Requirements Engineering, pp. 1–8, ., 2014. BibTeX | Tags: @inbook{04caed7fe45f46a9a85141670f9208f0,
title = {What Stakeholders Need to Know About Requirements},
author = {Walid Maalej and Zijad Kurtanovic and Alexander Felfernig},
year = {2014},
date = {2014-01-01},
booktitle = {4th IEEE International Workshop on Empirical Requirements Engineering},
pages = {1--8},
publisher = {.},
keywords = {},
pubstate = {published},
tppubtype = {inbook}
}
|
Hariri, Negar; Castro-Herrera, Carlos; Cleland-Huang, Jane; Mobasher, Bamshad Recommendation Systems in Requirements Discovery Inproceedings Recommendation Systems in Software Engineering, 2014. BibTeX | Tags: @inproceedings{Hariri2014RecommendationSI,
title = {Recommendation Systems in Requirements Discovery},
author = {Negar Hariri and Carlos Castro-Herrera and Jane Cleland-Huang and Bamshad Mobasher},
year = {2014},
date = {2014-01-01},
booktitle = {Recommendation Systems in Software Engineering},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Achimugu, Philip; Selamat, Ali; Ibrahim, Roliana; Mahrin, Mohd Naz’ri A systematic literature review of software requirements prioritization research Journal Article Information and Software Technology, 56 (6), pp. 568 - 585, 2014, ISSN: 0950-5849. Links | BibTeX | Tags: Prioritization, Requirement engineering, Requirements, Software systems, stakeholders @article{ACHIMUGU2014568,
title = {A systematic literature review of software requirements prioritization research},
author = {Philip Achimugu and Ali Selamat and Roliana Ibrahim and Mohd Naz’ri Mahrin},
url = {http://www.sciencedirect.com/science/article/pii/S0950584914000354},
doi = {https://doi.org/10.1016/j.infsof.2014.02.001},
issn = {0950-5849},
year = {2014},
date = {2014-01-01},
journal = {Information and Software Technology},
volume = {56},
number = {6},
pages = {568 - 585},
keywords = {Prioritization, Requirement engineering, Requirements, Software systems, stakeholders},
pubstate = {published},
tppubtype = {article}
}
|
Bano, Muneera; Zowghi, Didar; Ikram, Naveed Systematic reviews in requirements engineering: A tertiary study 2014. BibTeX | Tags: @unknown{unknownf,
title = {Systematic reviews in requirements engineering: A tertiary study},
author = {Muneera Bano and Didar Zowghi and Naveed Ikram},
year = {2014},
date = {2014-01-01},
booktitle = {2014 IEEE 4th International Workshop on Empirical Requirements Engineering, EmpiRE 2014 - Proceedings},
keywords = {},
pubstate = {published},
tppubtype = {unknown}
}
|
Bouraga, Sarah; Jureta, Ivan; Faulkner, Stéphane Requirements engineering patterns for the modeling of Online Social Networks features Inproceedings 2014 IEEE 4th International Workshop on Requirements Patterns, RePa 2014 - Proceedings, pp. 33–38, Institute of Electrical and Electronics Engineers Inc., 2014, ISBN: 9781479963287. Abstract | Links | BibTeX | Tags: @inproceedings{cf053a3666e64831b073d9cc828ec401,
title = {Requirements engineering patterns for the modeling of Online Social Networks features},
author = {Sarah Bouraga and Ivan Jureta and St\'{e}phane Faulkner},
doi = {10.1109/RePa.2014.6894841},
isbn = {9781479963287},
year = {2014},
date = {2014-01-01},
booktitle = {2014 IEEE 4th International Workshop on Requirements Patterns, RePa 2014 - Proceedings},
pages = {33--38},
publisher = {Institute of Electrical and Electronics Engineers Inc.},
abstract = {This paper proposes requirements patterns for Online Social Networks (OSNs). Patterns are based on features observed on currently popular OSNs, and are defined as i-star models. Patterns are relevant for the requirements engineering of new OSNs. They can help in requirements elicitation, in order to avoid missing important OSN requirements. They can be used as basic models of OSN requirements, something that a modeler starts from, and then specializes and changes according to the specific requirements from OSN stakeholders.},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
This paper proposes requirements patterns for Online Social Networks (OSNs). Patterns are based on features observed on currently popular OSNs, and are defined as i-star models. Patterns are relevant for the requirements engineering of new OSNs. They can help in requirements elicitation, in order to avoid missing important OSN requirements. They can be used as basic models of OSN requirements, something that a modeler starts from, and then specializes and changes according to the specific requirements from OSN stakeholders. |
Zhang, He; Li, Juan; Zhu, Liming; Jeffery, Ross; Liu, Yan; Wang, Qing; Li, Mingshu Investigating Dependencies in Software Requirements for Change Propagation Analysis Journal Article Inf. Softw. Technol., 56 (1), pp. 40–53, 2014, ISSN: 0950-5849. Links | BibTeX | Tags: Case study, Change propagation, Impact analysis, Requirement dependency, Requirement relationship, Requirement traceability @article{Zhang:2014:IDS:2562361.2562948,
title = {Investigating Dependencies in Software Requirements for Change Propagation Analysis},
author = {He Zhang and Juan Li and Liming Zhu and Ross Jeffery and Yan Liu and Qing Wang and Mingshu Li},
url = {http://dx.doi.org/10.1016/j.infsof.2013.07.001},
doi = {10.1016/j.infsof.2013.07.001},
issn = {0950-5849},
year = {2014},
date = {2014-01-01},
journal = {Inf. Softw. Technol.},
volume = {56},
number = {1},
pages = {40--53},
publisher = {Butterworth-Heinemann},
address = {Newton, MA, USA},
keywords = {Case study, Change propagation, Impact analysis, Requirement dependency, Requirement relationship, Requirement traceability},
pubstate = {published},
tppubtype = {article}
}
|
Felfernig, Alexander; Jeran, Michael; Ninaus, Gerald; Reinfrank, Florian; Reiterer, Stefan; Stettinger, Martin Basic Approaches in Recommendation Systems Incollection Recommendation Systems in Software Engineering, pp. 15–37, 2014. Links | BibTeX | Tags: @incollection{DBLP:books/sp/rsse14/FelfernigJNRRS14,
title = {Basic Approaches in Recommendation Systems},
author = {Alexander Felfernig and Michael Jeran and Gerald Ninaus and Florian Reinfrank and Stefan Reiterer and Martin Stettinger},
url = {https://doi.org/10.1007/978-3-642-45135-5_2},
doi = {10.1007/978-3-642-45135-5_2},
year = {2014},
date = {2014-01-01},
booktitle = {Recommendation Systems in Software Engineering},
pages = {15--37},
crossref = {DBLP:books/sp/rsse2014},
keywords = {},
pubstate = {published},
tppubtype = {incollection}
}
|
Stettinger, Martin Choicla: towards domain-independent decision support for groups of
users Inproceedings Eighth ACM Conference on Recommender Systems, RecSys '14, Foster
City, Silicon Valley, CA, USA - October 06 - 10, 2014, pp. 425–428, 2014. Links | BibTeX | Tags: @inproceedings{DBLP:conf/recsys/Stettinger14,
title = {Choicla: towards domain-independent decision support for groups of
users},
author = {Martin Stettinger},
url = {https://doi.org/10.1145/2645710.2653365},
doi = {10.1145/2645710.2653365},
year = {2014},
date = {2014-01-01},
booktitle = {Eighth ACM Conference on Recommender Systems, RecSys '14, Foster
City, Silicon Valley, CA, USA - October 06 - 10, 2014},
pages = {425--428},
crossref = {DBLP:conf/recsys/2014},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Ninaus, Gerald; Felfernig, Alexander; Stettinger, Martin; Reiterer, Stefan; Leitner, Gerhard; Weninger, Leopold; Schanil, Walter INTELLIREQ: Intelligent Techniques for Software Requirements Engineering Inproceedings ECAI 2014 - 21st European Conference on Artificial Intelligence,
18-22 August 2014, Prague, Czech Republic - Including Prestigious
Applications of Intelligent Systems (PAIS 2014), pp. 1161–1166, 2014. Links | BibTeX | Tags: @inproceedings{DBLP:conf/ecai/NinausFSRLWS14,
title = {INTELLIREQ: Intelligent Techniques for Software Requirements Engineering},
author = {Gerald Ninaus and Alexander Felfernig and Martin Stettinger and Stefan Reiterer and Gerhard Leitner and Leopold Weninger and Walter Schanil},
url = {https://doi.org/10.3233/978-1-61499-419-0-1161},
doi = {10.3233/978-1-61499-419-0-1161},
year = {2014},
date = {2014-01-01},
booktitle = {ECAI 2014 - 21st European Conference on Artificial Intelligence,
18-22 August 2014, Prague, Czech Republic - Including Prestigious
Applications of Intelligent Systems (PAIS 2014)},
pages = {1161--1166},
crossref = {DBLP:conf/ecai/2014},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Stettinger, Martin; Felfernig, Alexander Choicla: An Intelligent Group Decision Support Environment Inproceedings Proceedings of the First International Workshop on Decision Making
and Recommender Systems (DMRS2014), Bolzano, Italy, September 18-19,
2014., pp. 55–57, 2014. Links | BibTeX | Tags: @inproceedings{DBLP:conf/dmrs/StettingerF14,
title = {Choicla: An Intelligent Group Decision Support Environment},
author = {Martin Stettinger and Alexander Felfernig},
url = {http://ceur-ws.org/Vol-1278/paper12.pdf},
year = {2014},
date = {2014-01-01},
booktitle = {Proceedings of the First International Workshop on Decision Making
and Recommender Systems (DMRS2014), Bolzano, Italy, September 18-19,
2014.},
pages = {55--57},
crossref = {DBLP:conf/dmrs/2014},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Felfernig, Alexander; Stettinger, Martin; Ninaus, Gerald; Jeran, Michael; Reiterer, Stefan; Falkner, Andreas A; Leitner, Gerhard; Tiihonen, Juha Towards Open Configuration Inproceedings Proceedings of the 16th International Configuration Workshop, Novi
Sad, Serbia, September 25-26, 2014., pp. 89–94, 2014. Links | BibTeX | Tags: @inproceedings{DBLP:conf/confws/FelfernigSNJRFLT14,
title = {Towards Open Configuration},
author = {Alexander Felfernig and Martin Stettinger and Gerald Ninaus and Michael Jeran and Stefan Reiterer and Andreas A Falkner and Gerhard Leitner and Juha Tiihonen},
url = {http://ceur-ws.org/Vol-1220/13_confws2014_submission_8.pdf},
year = {2014},
date = {2014-01-01},
booktitle = {Proceedings of the 16th International Configuration Workshop, Novi
Sad, Serbia, September 25-26, 2014.},
pages = {89--94},
crossref = {DBLP:conf/confws/2014},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Stettinger, Martin; Felfernig, Alexander; Jeran, Michael; Ninaus, Gerald; Leitner, Gerhard; Reiterer, Stefan Configuring Decision Tasks Inproceedings Proceedings of the 16th International Configuration Workshop, Novi
Sad, Serbia, September 25-26, 2014., pp. 17–21, 2014. Links | BibTeX | Tags: @inproceedings{DBLP:conf/confws/StettingerFJNLR14,
title = {Configuring Decision Tasks},
author = {Martin Stettinger and Alexander Felfernig and Michael Jeran and Gerald Ninaus and Gerhard Leitner and Stefan Reiterer},
url = {http://ceur-ws.org/Vol-1220/03_confws2014_submission_7.pdf},
year = {2014},
date = {2014-01-01},
booktitle = {Proceedings of the 16th International Configuration Workshop, Novi
Sad, Serbia, September 25-26, 2014.},
pages = {17--21},
crossref = {DBLP:conf/confws/2014},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Felfernig, Alexander; Hotz, Lothar; Bagley, Claire; Tiihonen, Juha Knowledge-based configuration: From research to business cases Book Newnes, 2014. BibTeX | Tags: @book{felfernig2014knowledge,
title = {Knowledge-based configuration: From research to business cases},
author = {Alexander Felfernig and Lothar Hotz and Claire Bagley and Juha Tiihonen},
year = {2014},
date = {2014-01-01},
publisher = {Newnes},
keywords = {},
pubstate = {published},
tppubtype = {book}
}
|
Robillard, Martin P; Maalej, Walid; Walker, Robert J; Zimmermann, Thomas Recommendation systems in software engineering Book Springer Science & Business, 2014. BibTeX | Tags: @book{robillard2014recommendation,
title = {Recommendation systems in software engineering},
author = {Martin P Robillard and Walid Maalej and Robert J Walker and Thomas Zimmermann},
year = {2014},
date = {2014-01-01},
publisher = {Springer Science & Business},
keywords = {},
pubstate = {published},
tppubtype = {book}
}
|
Robillard, Martin P; Walker, Robert J An introduction to recommendation systems in software engineering Incollection Recommendation Systems in Software Engineering, pp. 1–11, Springer, 2014. BibTeX | Tags: @incollection{robillard2014introduction,
title = {An introduction to recommendation systems in software engineering},
author = {Martin P Robillard and Robert J Walker},
year = {2014},
date = {2014-01-01},
booktitle = {Recommendation Systems in Software Engineering},
pages = {1--11},
publisher = {Springer},
keywords = {},
pubstate = {published},
tppubtype = {incollection}
}
|
Adomavicius, Gediminas; Jannach, Dietmar Preface to the special issue on context-aware recommender systems Journal Article User Modeling and User-Adapted Interaction, 24 (1-2), pp. 1–5, 2014. BibTeX | Tags: @article{adomavicius2014prefaceb,
title = {Preface to the special issue on context-aware recommender systems},
author = {Gediminas Adomavicius and Dietmar Jannach},
year = {2014},
date = {2014-01-01},
journal = {User Modeling and User-Adapted Interaction},
volume = {24},
number = {1-2},
pages = {1--5},
publisher = {Springer},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Jawaheer, Gawesh; Weller, Peter; Kostkova, Patty Modeling user preferences in recommender systems: A classification framework for explicit and implicit user feedback Journal Article ACM Transactions on Interactive Intelligent Systems (TiiS), 4 (2), pp. 8, 2014. BibTeX | Tags: @article{jawaheer2014modelingb,
title = {Modeling user preferences in recommender systems: A classification framework for explicit and implicit user feedback},
author = {Gawesh Jawaheer and Peter Weller and Patty Kostkova},
year = {2014},
date = {2014-01-01},
journal = {ACM Transactions on Interactive Intelligent Systems (TiiS)},
volume = {4},
number = {2},
pages = {8},
publisher = {ACM},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Hussein, Tim; Linder, Timm; Gaulke, Werner; Ziegler, Jürgen Hybreed: A software framework for developing context-aware hybrid recommender systems Journal Article User Modeling and User-Adapted Interaction, 24 (1-2), pp. 121–174, 2014. BibTeX | Tags: @article{hussein2014hybreedb,
title = {Hybreed: A software framework for developing context-aware hybrid recommender systems},
author = {Tim Hussein and Timm Linder and Werner Gaulke and J\"{u}rgen Ziegler},
year = {2014},
date = {2014-01-01},
journal = {User Modeling and User-Adapted Interaction},
volume = {24},
number = {1-2},
pages = {121--174},
publisher = {Springer},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Myklebust, T; Lyngby, N; Bains, R; Hanssen, G K CoVeR maintenance and maintainability requirements by using tools Inproceedings 2014 Reliability and Maintainability Symposium, pp. 1-6, 2014, ISSN: 0149-144X. Links | BibTeX | Tags: @inproceedings{6798497,
title = {CoVeR maintenance and maintainability requirements by using tools},
author = {T Myklebust and N Lyngby and R Bains and G K Hanssen},
doi = {10.1109/RAMS.2014.6798497},
issn = {0149-144X},
year = {2014},
date = {2014-01-01},
booktitle = {2014 Reliability and Maintainability Symposium},
pages = {1-6},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Lee, Ming Che; Chang, J W; Hsieh, Tung Cheng A Grammar-Based Semantic Similarity Algorithm for Natural Language Sentences Inproceedings TheScientificWorldJournal, 2014. BibTeX | Tags: @inproceedings{Lee2014AGS,
title = {A Grammar-Based Semantic Similarity Algorithm for Natural Language Sentences},
author = {Ming Che Lee and J W Chang and Tung Cheng Hsieh},
year = {2014},
date = {2014-01-01},
booktitle = {TheScientificWorldJournal},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Kassab, Mohamad; Neill, Colin; Laplante, Phillip State of Practice in Requirements Engineering: Contemporary Data Journal Article Innovations in Systems and Software Engineering: A NASA Journal, 2014. Links | BibTeX | Tags: @article{articlel,
title = {State of Practice in Requirements Engineering: Contemporary Data},
author = {Mohamad Kassab and Colin Neill and Phillip Laplante},
doi = {10.1007/s11334-014-0232-4},
year = {2014},
date = {2014-01-01},
journal = {Innovations in Systems and Software Engineering: A NASA Journal},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
2013
|
Vogelsang, A; Fuhrmann, S Why feature dependencies challenge the requirements engineering of automotive systems: An empirical study Inproceedings 2013 21st IEEE International Requirements Engineering Conference (RE), pp. 267-272, 2013, ISSN: 1090-705X. Links | BibTeX | Tags: @inproceedings{6636728,
title = {Why feature dependencies challenge the requirements engineering of automotive systems: An empirical study},
author = {A Vogelsang and S Fuhrmann},
doi = {10.1109/RE.2013.6636728},
issn = {1090-705X},
year = {2013},
date = {2013-07-01},
booktitle = {2013 21st IEEE International Requirements Engineering Conference (RE)},
pages = {267-272},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Roher, Kristin; Richardson, Debra A proposed recommender system for eliciting software sustainability requirements Inproceedings 2013 2nd International Workshop on User Evaluations for Software Engineering Researchers (USER), pp. 16-19, 2013. Links | BibTeX | Tags: @inproceedings{6603080,
title = {A proposed recommender system for eliciting software sustainability requirements},
author = {Kristin Roher and Debra Richardson},
doi = {10.1109/USER.2013.6603080},
year = {2013},
date = {2013-05-01},
booktitle = {2013 2nd International Workshop on User Evaluations for Software Engineering Researchers (USER)},
pages = {16-19},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Felfernig, Alexander; Ninaus, Gerald; Grabner, Harald; Reinfrank, Florian; Weninger, Leopold; Pagano, Dennis; Maalej, Walid An overview of recommender systems in requirements engineering Incollection Maalej, Walid; Thurimella, Anil Kumar (Ed.): Managing requirements knowledge, pp. 315–332, Springer, 2013. Links | BibTeX | Tags: @incollection{felfernig2013overviewb,
title = {An overview of recommender systems in requirements engineering},
author = {Alexander Felfernig and Gerald Ninaus and Harald Grabner and Florian Reinfrank and Leopold Weninger and Dennis Pagano and Walid Maalej},
editor = {Walid Maalej and Anil Kumar Thurimella},
url = {https://link.springer.com/chapter/10.1007/978-3-642-34419-0_14},
year = {2013},
date = {2013-01-01},
booktitle = {Managing requirements knowledge},
pages = {315--332},
publisher = {Springer},
keywords = {},
pubstate = {published},
tppubtype = {incollection}
}
|
Chen, Li; deGemmis, Marco; Felfernig, Alexander; Lops, Pasquale; Ricci, Francesco; Semeraro, Giovanni Human Decision Making and Recommender Systems Journal Article 3 (3), pp. 1–7, 2013, ISSN: 2160-6455, (Specian Issue). BibTeX | Tags: @article{5ac417f86beb40669a8ba5044bf30300,
title = {Human Decision Making and Recommender Systems},
author = {Li Chen and Marco deGemmis and Alexander Felfernig and Pasquale Lops and Francesco Ricci and Giovanni Semeraro},
issn = {2160-6455},
year = {2013},
date = {2013-01-01},
volume = {3},
number = {3},
pages = {1--7},
note = {Specian Issue},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Escalona, M J; Urbieta, Matias; Rossi, Gustavo; Garcia-Garcia, J A; Luna, Esteban Robles Detecting Web Requirements Conflicts and Inconsistencies Under a Model-based Perspective Journal Article J. Syst. Softw., 86 (12), pp. 3024–3038, 2013, ISSN: 0164-1212. Links | BibTeX | Tags: Consistency, Contradiction, Web requirements @article{Escalona:2013:DWR:2542819.2542835,
title = {Detecting Web Requirements Conflicts and Inconsistencies Under a Model-based Perspective},
author = {M J Escalona and Matias Urbieta and Gustavo Rossi and J A Garcia-Garcia and Esteban Robles Luna },
url = {http://dx.doi.org/10.1016/j.jss.2013.05.045},
doi = {10.1016/j.jss.2013.05.045},
issn = {0164-1212},
year = {2013},
date = {2013-01-01},
journal = {J. Syst. Softw.},
volume = {86},
number = {12},
pages = {3024--3038},
publisher = {Elsevier Science Inc.},
address = {New York, NY, USA},
keywords = {Consistency, Contradiction, Web requirements},
pubstate = {published},
tppubtype = {article}
}
|
Interactive requirements prioritization using a genetic algorithm Journal Article Information and software technology, 55 (1), pp. 173–187, 2013. BibTeX | Tags: @article{Tonella2013,
title = {Interactive requirements prioritization using a genetic algorithm},
year = {2013},
date = {2013-01-01},
journal = {Information and software technology},
volume = {55},
number = {1},
pages = {173--187},
publisher = {Elsevier},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
de Gea, Juan Manuel Carrillo; Nicolás, Joaquín; Alemán, José Luis Fernández; Toval, Ambrosio; Vizcaíno, A; Ebert, Christof Reusing Requirements in Global Software Engineering Book Chapter Maalej, Walid; Thurimella, Anil Kumar (Ed.): Managing Requirements Knowledge, pp. 171–197, Springer Berlin Heidelberg, Berlin, Heidelberg, 2013, ISBN: 978-3-642-34419-0. Abstract | Links | BibTeX | Tags: @inbook{deGea2013,
title = {Reusing Requirements in Global Software Engineering},
author = {Juan Manuel Carrillo de Gea and Joaqu\'{i}n Nicol\'{a}s and Jos\'{e} Luis Fern\'{a}ndez Alem\'{a}n and Ambrosio Toval and A Vizca\'{i}no and Christof Ebert},
editor = {Walid Maalej and Anil Kumar Thurimella},
url = {https://doi.org/10.1007/978-3-642-34419-0_8},
doi = {10.1007/978-3-642-34419-0_8},
isbn = {978-3-642-34419-0},
year = {2013},
date = {2013-01-01},
booktitle = {Managing Requirements Knowledge},
pages = {171--197},
publisher = {Springer Berlin Heidelberg},
address = {Berlin, Heidelberg},
abstract = {Knowledge sharing and reuse in global software engineering (GSE) are challenging issues. Knowledge management (KM) is specifically impacted because on top of distance, culture and language mismatches, there is also the perceived risk of sharing something which could mean that others could take over some work. Mistrust and protectionism are often the consequence, leading to insufficient reuse. This is visible specifically in requirements engineering (RE), where all reuse should start. In this chapter, we will look to reuse in RE with a detailed look on how to improve knowledge sharing and collaboration in distributed environments. We first look into the state of the practice. Then we present a lightweight, reuse-based, global RE method called PANGEA (Process for globAl requiremeNts enGinEering and quAlity), based on natural language requirements and software engineering standards. Based on this method, we also build a prototypical tool, called PANTALASA (PANgea Tool And Lightweight Automated Support Architecture) which provides automated support for PANGEA. Its features are drawn from PANGEA and the state of the practice commercially available RE tools. A prototype of PANTALASA was developed by using Semantic MediaWiki and Facebook and applied to a case study in the domain of hotel management. We could show with this method and prototype that collaboration and thus KM and reuse in RE are improved.},
keywords = {},
pubstate = {published},
tppubtype = {inbook}
}
Knowledge sharing and reuse in global software engineering (GSE) are challenging issues. Knowledge management (KM) is specifically impacted because on top of distance, culture and language mismatches, there is also the perceived risk of sharing something which could mean that others could take over some work. Mistrust and protectionism are often the consequence, leading to insufficient reuse. This is visible specifically in requirements engineering (RE), where all reuse should start. In this chapter, we will look to reuse in RE with a detailed look on how to improve knowledge sharing and collaboration in distributed environments. We first look into the state of the practice. Then we present a lightweight, reuse-based, global RE method called PANGEA (Process for globAl requiremeNts enGinEering and quAlity), based on natural language requirements and software engineering standards. Based on this method, we also build a prototypical tool, called PANTALASA (PANgea Tool And Lightweight Automated Support Architecture) which provides automated support for PANGEA. Its features are drawn from PANGEA and the state of the practice commercially available RE tools. A prototype of PANTALASA was developed by using Semantic MediaWiki and Facebook and applied to a case study in the domain of hotel management. We could show with this method and prototype that collaboration and thus KM and reuse in RE are improved. |
Ali, Raian; Dalpiaz, Fabiano; Giorgini, Paolo Reasoning with Contextual Requirements: Detecting Inconsistency and Conflicts Journal Article Inf. Softw. Technol., 55 (1), pp. 35–57, 2013, ISSN: 0950-5849. Links | BibTeX | Tags: Adaptive systems engineering, Consistency and conflicts analysis, Contextual requirements, Goal modelling, requirements engineering @article{Ali:2013:RCR:2381469.2381666,
title = {Reasoning with Contextual Requirements: Detecting Inconsistency and Conflicts},
author = {Raian Ali and Fabiano Dalpiaz and Paolo Giorgini},
url = {http://dx.doi.org/10.1016/j.infsof.2012.06.013},
doi = {10.1016/j.infsof.2012.06.013},
issn = {0950-5849},
year = {2013},
date = {2013-01-01},
journal = {Inf. Softw. Technol.},
volume = {55},
number = {1},
pages = {35--57},
publisher = {Butterworth-Heinemann},
address = {Newton, MA, USA},
keywords = {Adaptive systems engineering, Consistency and conflicts analysis, Contextual requirements, Goal modelling, requirements engineering},
pubstate = {published},
tppubtype = {article}
}
|
Franch, Xavier; Quer, Carme; Renault, Samuel; Guerlain, Cindy; Palomares, Cristina Constructing and Using Software Requirement Patterns 2013. BibTeX | Tags: @unknown{unknownh,
title = {Constructing and Using Software Requirement Patterns},
author = {Xavier Franch and Carme Quer and Samuel Renault and Cindy Guerlain and Cristina Palomares},
isbn = {9783642344183},
year = {2013},
date = {2013-01-01},
pages = {95-116},
keywords = {},
pubstate = {published},
tppubtype = {unknown}
}
|
Stettinger, Martin; Ninaus, Gerald; Jeran, Michael; Reinfrank, Florian; Reiterer, Stefan WE-DECIDE: A Decision Support Environment for Groups of Users Inproceedings Recent Trends in Applied Artificial Intelligence, 26th International
Conference on Industrial, Engineering and Other Applications of Applied
Intelligent Systems, IEA/AIE 2013, Amsterdam, The Netherlands, June
17-21, 2013. Proceedings, pp. 382–391, 2013. Links | BibTeX | Tags: @inproceedings{DBLP:conf/ieaaie/StettingerNJRR13,
title = {WE-DECIDE: A Decision Support Environment for Groups of Users},
author = {Martin Stettinger and Gerald Ninaus and Michael Jeran and Florian Reinfrank and Stefan Reiterer},
url = {https://doi.org/10.1007/978-3-642-38577-3_39},
doi = {10.1007/978-3-642-38577-3_39},
year = {2013},
date = {2013-01-01},
booktitle = {Recent Trends in Applied Artificial Intelligence, 26th International
Conference on Industrial, Engineering and Other Applications of Applied
Intelligent Systems, IEA/AIE 2013, Amsterdam, The Netherlands, June
17-21, 2013. Proceedings},
pages = {382--391},
crossref = {DBLP:conf/ieaaie/2013},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Felfernig, Alexander; Reiterer, Stefan; Stettinger, Martin; Reinfrank, Florian; Jeran, Michael; Ninaus, Gerald Recommender Systems for Configuration Knowledge Engineering Inproceedings Proceedings of the 15th International Configuration Workshop, Vienna,
Austria, August 29-30, 2013., pp. 51–54, 2013. Links | BibTeX | Tags: @inproceedings{DBLP:conf/confws/FelfernigRSRJN13,
title = {Recommender Systems for Configuration Knowledge Engineering},
author = {Alexander Felfernig and Stefan Reiterer and Martin Stettinger and Florian Reinfrank and Michael Jeran and Gerald Ninaus},
url = {http://ceur-ws.org/Vol-1128/paper7.pdf},
year = {2013},
date = {2013-01-01},
booktitle = {Proceedings of the 15th International Configuration Workshop, Vienna,
Austria, August 29-30, 2013.},
pages = {51--54},
crossref = {DBLP:conf/confws/2013},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Dooms, Simon Dynamic generation of personalized hybrid recommender systems Inproceedings Proceedings of the 7th ACM conference on Recommender systems, pp. 443–446, ACM 2013. BibTeX | Tags: @inproceedings{dooms2013dynamicb,
title = {Dynamic generation of personalized hybrid recommender systems},
author = {Simon Dooms},
year = {2013},
date = {2013-01-01},
booktitle = {Proceedings of the 7th ACM conference on Recommender systems},
pages = {443--446},
organization = {ACM},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Das, Mahashweta; Morales, Gianmarco De Francisci; Gionis, Aristides; Weber, Ingmar Learning to question: leveraging user preferences for shopping advice Inproceedings Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining, pp. 203–211, ACM 2013. BibTeX | Tags: @inproceedings{das2013learningb,
title = {Learning to question: leveraging user preferences for shopping advice},
author = {Mahashweta Das and Gianmarco De Francisci Morales and Aristides Gionis and Ingmar Weber},
year = {2013},
date = {2013-01-01},
booktitle = {Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining},
pages = {203--211},
organization = {ACM},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Zhang, Yongzheng; Pennacchiotti, Marco Recommending branded products from social media Inproceedings Proceedings of the 7th ACM conference on Recommender systems, pp. 77–84, ACM 2013. BibTeX | Tags: @inproceedings{zhang2013recommendingb,
title = {Recommending branded products from social media},
author = {Yongzheng Zhang and Marco Pennacchiotti},
year = {2013},
date = {2013-01-01},
booktitle = {Proceedings of the 7th ACM conference on Recommender systems},
pages = {77--84},
organization = {ACM},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Adamopoulos, Panagiotis; Tuzhilin, Alexander Recommendation opportunities: improving item prediction using weighted percentile methods in collaborative filtering systems Inproceedings Proceedings of the 7th ACM conference on Recommender systems, pp. 351–354, ACM 2013. BibTeX | Tags: @inproceedings{adamopoulos2013recommendationb,
title = {Recommendation opportunities: improving item prediction using weighted percentile methods in collaborative filtering systems},
author = {Panagiotis Adamopoulos and Alexander Tuzhilin},
year = {2013},
date = {2013-01-01},
booktitle = {Proceedings of the 7th ACM conference on Recommender systems},
pages = {351--354},
organization = {ACM},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Adamopoulos, Panagiotis Beyond rating prediction accuracy: on new perspectives in recommender systems Inproceedings Proceedings of the 7th ACM conference on Recommender systems, pp. 459–462, ACM 2013. BibTeX | Tags: @inproceedings{adamopoulos2013beyondb,
title = {Beyond rating prediction accuracy: on new perspectives in recommender systems},
author = {Panagiotis Adamopoulos},
year = {2013},
date = {2013-01-01},
booktitle = {Proceedings of the 7th ACM conference on Recommender systems},
pages = {459--462},
organization = {ACM},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Felfernig, Alexander; Jeran, Michael; Ninaus, Gerald; Reinfrank, Florian; Reiterer, Stefan Toward the next generation of recommender systems: applications and research challenges Incollection Multimedia services in intelligent environments, pp. 81–98, Springer, 2013. BibTeX | Tags: @incollection{felfernig2013towardb,
title = {Toward the next generation of recommender systems: applications and research challenges},
author = {Alexander Felfernig and Michael Jeran and Gerald Ninaus and Florian Reinfrank and Stefan Reiterer},
year = {2013},
date = {2013-01-01},
booktitle = {Multimedia services in intelligent environments},
pages = {81--98},
publisher = {Springer},
keywords = {},
pubstate = {published},
tppubtype = {incollection}
}
|
2012
|
Danylenko, Antonina; Löwe, Welf Context-aware recommender systems for non-functional requirements Inproceedings 2012 Third International Workshop on Recommendation Systems for Software Engineering (RSSE), pp. 80-84, 2012, ISSN: 2327-0934. Links | BibTeX | Tags: @inproceedings{6233417,
title = {Context-aware recommender systems for non-functional requirements},
author = {Antonina Danylenko and Welf L\"{o}we},
doi = {10.1109/RSSE.2012.6233417},
issn = {2327-0934},
year = {2012},
date = {2012-06-01},
booktitle = {2012 Third International Workshop on Recommendation Systems for Software Engineering (RSSE)},
pages = {80-84},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Ninaus, Gerald; Felfernig, Alexander; Reinfrank, Florian Anonymous Preference Elicitation for Requirements Prioritization Inproceedings Proceedings of the 20th International Conference on Foundations of Intelligent Systems, pp. 349–356, Springer-Verlag, Macau, China, 2012, ISBN: 978-3-642-34623-1. Links | BibTeX | Tags: group decision making, requirements prioritization @inproceedings{Ninaus:2012:APE:2437224.2437273,
title = {Anonymous Preference Elicitation for Requirements Prioritization},
author = {Gerald Ninaus and Alexander Felfernig and Florian Reinfrank},
url = {http://dx.doi.org/10.1007/978-3-642-34624-8_40},
doi = {10.1007/978-3-642-34624-8_40},
isbn = {978-3-642-34623-1},
year = {2012},
date = {2012-01-01},
booktitle = {Proceedings of the 20th International Conference on Foundations of Intelligent Systems},
pages = {349--356},
publisher = {Springer-Verlag},
address = {Macau, China},
series = {ISMIS'12},
keywords = {group decision making, requirements prioritization},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Felfernig, Alexander; Weninger, Leopold Improving Requirements Engineering using Group Decision Tools Conference Requirements Engineering Tagung, ., 2012. BibTeX | Tags: @conference{7d318560383c4645a38aff38b7502eb9,
title = {Improving Requirements Engineering using Group Decision Tools},
author = {Alexander Felfernig and Leopold Weninger},
year = {2012},
date = {2012-01-01},
booktitle = {Requirements Engineering Tagung},
publisher = {.},
keywords = {},
pubstate = {published},
tppubtype = {conference}
}
|
Felfernig, Alexander; Zehentner, Christoph; Ninaus, Gerald; Grabner, Harald; Maalej, Walid; Pagano, Dennis; Weninger, Leopold; Reinfrank, Florian Group Decision Support for Requirements Negotiation Inproceedings Proceedings of the 19th International Conference on Advances in User Modeling, pp. 105–116, Springer-Verlag, Girona, Spain, 2012, ISBN: 978-3-642-28508-0. Links | BibTeX | Tags: Group Recommender Systems, requirements engineering @inproceedings{Felfernig:2011:GDS:2187076.2187090,
title = {Group Decision Support for Requirements Negotiation},
author = {Alexander Felfernig and Christoph Zehentner and Gerald Ninaus and Harald Grabner and Walid Maalej and Dennis Pagano and Leopold Weninger and Florian Reinfrank},
url = {http://dx.doi.org/10.1007/978-3-642-28509-7_11},
doi = {10.1007/978-3-642-28509-7_11},
isbn = {978-3-642-28508-0},
year = {2012},
date = {2012-01-01},
booktitle = {Proceedings of the 19th International Conference on Advances in User Modeling},
pages = {105--116},
publisher = {Springer-Verlag},
address = {Girona, Spain},
series = {UMAP'11},
keywords = {Group Recommender Systems, requirements engineering},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Felfernig, Alexander; Monika Schubert and, Christoph Zehentner An Efficient Diagnosis Algorithm for Inconsistent Constraint Sets Journal Article Artif. Intell. Eng. Des. Anal. Manuf., 26 (1), pp. 53–62, 2012, ISSN: 0890-0604. Links | BibTeX | Tags: Inconsistent Constraint Sets, Interactive Configuration, Model-Based Diagnosis, Preferred Diagnosis @article{Felfernig:2012:EDA:2139423.2139437,
title = {An Efficient Diagnosis Algorithm for Inconsistent Constraint Sets},
author = {Alexander Felfernig and Monika Schubert and, Christoph Zehentner},
url = {http://dx.doi.org/10.1017/S0890060411000011},
doi = {10.1017/S0890060411000011},
issn = {0890-0604},
year = {2012},
date = {2012-01-01},
journal = {Artif. Intell. Eng. Des. Anal. Manuf.},
volume = {26},
number = {1},
pages = {53--62},
publisher = {Cambridge University Press},
address = {New York, NY, USA},
keywords = {Inconsistent Constraint Sets, Interactive Configuration, Model-Based Diagnosis, Preferred Diagnosis},
pubstate = {published},
tppubtype = {article}
}
|
Nagwani, Naresh Kumar; Verma, Shrish Predicting expert developers for newly reported bugs using frequent terms similarities of bug attributes Inproceedings 2011 Ninth International Conference on ICT and Knowledge Engineering, pp. 113-117, 2012, ISSN: 2157-0981. Links | BibTeX | Tags: @inproceedings{6152388,
title = {Predicting expert developers for newly reported bugs using frequent terms similarities of bug attributes},
author = {Naresh Kumar Nagwani and Shrish Verma},
doi = {10.1109/ICTKE.2012.6152388},
issn = {2157-0981},
year = {2012},
date = {2012-01-01},
booktitle = {2011 Ninth International Conference on ICT and Knowledge Engineering},
pages = {113-117},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Lim, Soo Ling; Finkelstein, Anthony StakeRare: Using Social Networks and Collaborative Filtering for Large-Scale Requirements Elicitation Journal Article 38 , pp. 1 - 1, 2012. BibTeX | Tags: @article{article,
title = {StakeRare: Using Social Networks and Collaborative Filtering for Large-Scale Requirements Elicitation},
author = {Soo Ling Lim and Anthony Finkelstein},
year = {2012},
date = {2012-01-01},
booktitle = {Software Engineering, IEEE Transactions on},
volume = {38},
pages = {1 - 1},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Solving the large scale next release problem with a backbone-based multilevel algorithm Journal Article IEEE Transactions on Software Engineering, 38 (5), pp. 1195–1212, 2012. BibTeX | Tags: @article{Xuan2012,
title = {Solving the large scale next release problem with a backbone-based multilevel algorithm},
year = {2012},
date = {2012-01-01},
journal = {IEEE Transactions on Software Engineering},
volume = {38},
number = {5},
pages = {1195--1212},
publisher = {IEEE},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Daramola, Olawande; Sindre, Guttorm; Stålhane, Tor Pattern-based security requirements specification using ontologies and boilerplates 2012. BibTeX | Tags: @unknown{unknowng,
title = {Pattern-based security requirements specification using ontologies and boilerplates},
author = {Olawande Daramola and Guttorm Sindre and Tor Str{a}lhane},
isbn = {978-1-4673-4374-9},
year = {2012},
date = {2012-01-01},
booktitle = {2012 2nd IEEE International Workshop on Requirements Patterns, RePa 2012 - Proceedings},
pages = {54-59},
keywords = {},
pubstate = {published},
tppubtype = {unknown}
}
|
Wang, Mengqiu; Cer, Daniel Stanford: Probabilistic Edit Distance Metrics for STS Inproceedings Proceedings of the First Joint Conference on Lexical and Computational Semantics - Volume 1: Proceedings of the Main Conference and the Shared Task, and Volume 2: Proceedings of the Sixth International Workshop on Semantic Evaluation, pp. 648–654, Association for Computational Linguistics, Montréal, Canada, 2012. Links | BibTeX | Tags: @inproceedings{Wang:2012:SPE:2387636.2387746,
title = {Stanford: Probabilistic Edit Distance Metrics for STS},
author = {Mengqiu Wang and Daniel Cer},
url = {http://dl.acm.org/citation.cfm?id=2387636.2387746},
year = {2012},
date = {2012-01-01},
booktitle = {Proceedings of the First Joint Conference on Lexical and Computational Semantics - Volume 1: Proceedings of the Main Conference and the Shared Task, and Volume 2: Proceedings of the Sixth International Workshop on Semantic Evaluation},
pages = {648--654},
publisher = {Association for Computational Linguistics},
address = {Montr\'{e}al, Canada},
series = {SemEval '12},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Myllärniemi, Varvana; Ylikangas, Mikko; Raatikainen, Mikko; Pääkkö, Jari; Männistö, Tomi; Aaltonen, Timo Configurator-as-a-service: Tool Support for Deriving Software Architectures at Runtime Inproceedings Proceedings of the WICSA/ECSA 2012 Companion Volume, pp. 151–158, ACM, Helsinki, Finland, 2012, ISBN: 978-1-4503-1568-5. Links | BibTeX | Tags: dynamic variability, software architecture, software as a service @inproceedings{Myllarniemi:2012:CTS:2361999.2362031,
title = {Configurator-as-a-service: Tool Support for Deriving Software Architectures at Runtime},
author = {Varvana Myll\"{a}rniemi and Mikko Ylikangas and Mikko Raatikainen and Jari P\"{a}\"{a}kk\"{o} and Tomi M\"{a}nnist\"{o} and Timo Aaltonen},
url = {http://doi.acm.org/10.1145/2361999.2362031},
doi = {10.1145/2361999.2362031},
isbn = {978-1-4503-1568-5},
year = {2012},
date = {2012-01-01},
booktitle = {Proceedings of the WICSA/ECSA 2012 Companion Volume},
pages = {151--158},
publisher = {ACM},
address = {Helsinki, Finland},
series = {WICSA/ECSA '12},
keywords = {dynamic variability, software architecture, software as a service},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Konstan, Joseph A; Riedl, John Recommender systems: from algorithms to user experience Journal Article User Modeling and User-Adapted Interaction, 22 (1), pp. 101–123, 2012. BibTeX | Tags: @article{konstan2012recommender,
title = {Recommender systems: from algorithms to user experience},
author = {Joseph A Konstan and John Riedl},
year = {2012},
date = {2012-01-01},
journal = {User Modeling and User-Adapted Interaction},
volume = {22},
number = {1},
pages = {101--123},
publisher = {Springer},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Marinho, Leandro Balby; Hotho, Andreas; Jäschke, Robert; Nanopoulos, Alexandros; Rendle, Steffen; Schmidt-Thieme, Lars; Stumme, Gerd; Symeonidis, Panagiotis Recommender systems for social tagging systems Book Springer Science & Business Media, 2012. BibTeX | Tags: @book{marinho2012recommenderb,
title = {Recommender systems for social tagging systems},
author = {Leandro Balby Marinho and Andreas Hotho and Robert J\"{a}schke and Alexandros Nanopoulos and Steffen Rendle and Lars Schmidt-Thieme and Gerd Stumme and Panagiotis Symeonidis},
year = {2012},
date = {2012-01-01},
publisher = {Springer Science & Business Media},
keywords = {},
pubstate = {published},
tppubtype = {book}
}
|
Jameson, Anthony Choices and decisions of computer users Journal Article The human-computer interaction handbook: Fundamentals, evolving technologies and emerging applications, 3 , 2012. BibTeX | Tags: @article{jameson2012choicesb,
title = {Choices and decisions of computer users},
author = {Anthony Jameson},
year = {2012},
date = {2012-01-01},
journal = {The human-computer interaction handbook: Fundamentals, evolving technologies and emerging applications},
volume = {3},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Said, Alan; Jain, Brijnesh J; Albayrak, Sahin Analyzing weighting schemes in collaborative filtering: cold start, post cold start and power users Inproceedings Proceedings of the 27th Annual ACM Symposium on Applied Computing, pp. 2035–2040, ACM 2012. BibTeX | Tags: @inproceedings{said2012analyzing,
title = {Analyzing weighting schemes in collaborative filtering: cold start, post cold start and power users},
author = {Alan Said and Brijnesh J Jain and Sahin Albayrak},
year = {2012},
date = {2012-01-01},
booktitle = {Proceedings of the 27th Annual ACM Symposium on Applied Computing},
pages = {2035--2040},
organization = {ACM},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
2011
|
Sun, Chengnian; Lo, David; Khoo, Siau-Cheng; Jiang, Jing Towards more accurate retrieval of duplicate bug reports Inproceedings 2011 26th IEEE/ACM International Conference on Automated Software Engineering (ASE 2011), pp. 253-262, 2011, ISSN: 1938-4300. Links | BibTeX | Tags: @inproceedings{6100061,
title = {Towards more accurate retrieval of duplicate bug reports},
author = {Chengnian Sun and David Lo and Siau-Cheng Khoo and Jing Jiang},
doi = {10.1109/ASE.2011.6100061},
issn = {1938-4300},
year = {2011},
date = {2011-11-01},
booktitle = {2011 26th IEEE/ACM International Conference on Automated Software Engineering (ASE 2011)},
pages = {253-262},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Sun, C; Lo, D; Khoo, S; Jiang, J Towards more accurate retrieval of duplicate bug reports Inproceedings 2011 26th IEEE/ACM International Conference on Automated Software Engineering (ASE 2011), pp. 253-262, 2011, ISSN: 1938-4300. Links | BibTeX | Tags: @inproceedings{6100061b,
title = {Towards more accurate retrieval of duplicate bug reports},
author = {C Sun and D Lo and S Khoo and J Jiang},
doi = {10.1109/ASE.2011.6100061},
issn = {1938-4300},
year = {2011},
date = {2011-11-01},
booktitle = {2011 26th IEEE/ACM International Conference on Automated Software Engineering (ASE 2011)},
pages = {253-262},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Cleland-Huang, Jane; Mobasher, Bamshad Recommender Systems in Requirements Engineering Journal Article AI Magazine, 32 (3), pp. 81-89, 2011. Abstract | Links | BibTeX | Tags: Recommender Systems @article{Mobasher_Cleland_2011b,
title = {Recommender Systems in Requirements Engineering},
author = {Jane Cleland-Huang and Bamshad Mobasher},
url = {https://www.aaai.org/ojs/index.php/aimagazine/article/view/2366/2228},
doi = {10.1609/aimag.v32i3.2366 },
year = {2011},
date = {2011-09-01},
journal = {AI Magazine},
volume = {32},
number = {3},
pages = {81-89},
abstract = {Requirements engineering in large-scaled industrial, government, and international projects can be a highly complex process involving thousands, or even hundreds of thousands of potentially distributed stakeholders. The process can result in massive amounts of noisy and semistructured data that must be analyzed and distilled in order to extract useful requirements. As a result, many human intensive tasks in requirements elicitation, analysis, and management processes can be augmented and supported through the use of recommender system and machine learning techniques. In this article we describe several areas in which recommendation technologies have been applied to the requirements engineering domain, namely stakeholder identification, domain analysis, requirements elicitation, and decision support across several requirements analysis and prioritization tasks. We also highlight ongoing challenges and opportunities for applying recommender systems in the requirements engineering domain.},
keywords = {Recommender Systems},
pubstate = {published},
tppubtype = {article}
}
Requirements engineering in large-scaled industrial, government, and international projects can be a highly complex process involving thousands, or even hundreds of thousands of potentially distributed stakeholders. The process can result in massive amounts of noisy and semistructured data that must be analyzed and distilled in order to extract useful requirements. As a result, many human intensive tasks in requirements elicitation, analysis, and management processes can be augmented and supported through the use of recommender system and machine learning techniques. In this article we describe several areas in which recommendation technologies have been applied to the requirements engineering domain, namely stakeholder identification, domain analysis, requirements elicitation, and decision support across several requirements analysis and prioritization tasks. We also highlight ongoing challenges and opportunities for applying recommender systems in the requirements engineering domain. |
Raatikainen, Mikko; Männistö, Tomi; Tommila, Teemu; Valkonen, Janne Challenges of requirements engineering - A case study in nuclear energy domain Inproceedings 2011 IEEE 19th International Requirements Engineering Conference, pp. 253-258, 2011, ISSN: 1090-705X. Links | BibTeX | Tags: @inproceedings{6051629,
title = { Challenges of requirements engineering - A case study in nuclear energy domain },
author = {Mikko Raatikainen and Tomi M\"{a}nnist\"{o} and Teemu Tommila and Janne Valkonen},
doi = {10.1109/RE.2011.6051629},
issn = {1090-705X},
year = {2011},
date = {2011-08-01},
booktitle = {2011 IEEE 19th International Requirements Engineering Conference},
pages = {253-258},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Babar, Muhammad Imran; Ramzan, Muhammad; Ghayyur, Shahbaz A K Challenges and future trends in software requirements prioritization Inproceedings International Conference on Computer Networks and Information Technology, pp. 319-324, 2011, ISSN: 2223-6317. Links | BibTeX | Tags: software quality;user interfaces;software engineering;software quality;software requirements prioritization technique;user requirement;Law;Manuals;Reliability;Software;Challenges;Prioritization;Prioritization Techniques;Shortcomings;Software Requirements @inproceedings{6020888,
title = {Challenges and future trends in software requirements prioritization},
author = {Muhammad Imran Babar and Muhammad Ramzan and Shahbaz A. K. Ghayyur},
doi = {10.1109/ICCNIT.2011.6020888},
issn = {2223-6317},
year = {2011},
date = {2011-07-01},
booktitle = {International Conference on Computer Networks and Information Technology},
pages = {319-324},
keywords = {software quality;user interfaces;software engineering;software quality;software requirements prioritization technique;user requirement;Law;Manuals;Reliability;Software;Challenges;Prioritization;Prioritization Techniques;Shortcomings;Software Requirements},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Schubert, Monika; Felfernig, Alexander BFX: Diagnosing Conflicting Requirements in Constraint-Based Recommendation Journal Article International journal on artificial intelligence tools, 20 (2), pp. 297–312, 2011, ISSN: 0218-2130. BibTeX | Tags: @article{5e1cfae0e12545abaa3fd91066d372cc,
title = {BFX: Diagnosing Conflicting Requirements in Constraint-Based Recommendation},
author = {Monika Schubert and Alexander Felfernig},
issn = {0218-2130},
year = {2011},
date = {2011-01-01},
journal = {International journal on artificial intelligence tools},
volume = {20},
number = {2},
pages = {297--312},
publisher = {World Scientific Publishing Co Pte Ltd},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Felfernig, Alexander; Schubert, Monika Personalized Diagnoses for Inconsistent User Requirements Journal Article Artif. Intell. Eng. Des. Anal. Manuf., 25 (2), pp. 175–183, 2011, ISSN: 0890-0604. Links | BibTeX | Tags: Configuration, Model-Based Diagnosis, Personalization @article{Felfernig:2011:PDI:2433081.2433087,
title = {Personalized Diagnoses for Inconsistent User Requirements},
author = {Alexander Felfernig and Monika Schubert},
url = {http://dx.doi.org/10.1017/S0890060410000612},
doi = {10.1017/S0890060410000612},
issn = {0890-0604},
year = {2011},
date = {2011-01-01},
journal = {Artif. Intell. Eng. Des. Anal. Manuf.},
volume = {25},
number = {2},
pages = {175--183},
publisher = {Cambridge University Press},
address = {New York, NY, USA},
keywords = {Configuration, Model-Based Diagnosis, Personalization},
pubstate = {published},
tppubtype = {article}
}
|
Prifti, Tomi; Banerjee, Sean; Cukic, Bojan Detecting Bug Duplicate Reports Through Local References Inproceedings Proceedings of the 7th International Conference on Predictive Models in Software Engineering, pp. 8:1–8:9, ACM, Banff, Alberta, Canada, 2011, ISBN: 978-1-4503-0709-3. Links | BibTeX | Tags: bug tacking systems, duplicate bug reports, software maintenance, software quality @inproceedings{Prifti:2011:DBD:2020390.2020398,
title = {Detecting Bug Duplicate Reports Through Local References},
author = {Tomi Prifti and Sean Banerjee and Bojan Cukic},
url = {http://doi.acm.org/10.1145/2020390.2020398},
doi = {10.1145/2020390.2020398},
isbn = {978-1-4503-0709-3},
year = {2011},
date = {2011-01-01},
booktitle = {Proceedings of the 7th International Conference on Predictive Models in Software Engineering},
pages = {8:1--8:9},
publisher = {ACM},
address = {Banff, Alberta, Canada},
series = {Promise '11},
keywords = {bug tacking systems, duplicate bug reports, software maintenance, software quality},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Post, Amalinda; Menzel, Igor; Podelski, Andreas Applying Restricted English Grammar on Automotive Requirements: Does It Work? A Case Study Inproceedings Proceedings of the 17th International Working Conference on Requirements Engineering: Foundation for Software Quality, pp. 166–180, Springer-Verlag, Essen, Germany, 2011, ISBN: 978-3-642-19857-1. Links | BibTeX | Tags: automotive, formalization, real-time, Requirements @inproceedings{Post:2011:ARE:1987360.1987384,
title = {Applying Restricted English Grammar on Automotive Requirements: Does It Work? A Case Study},
author = {Amalinda Post and Igor Menzel and Andreas Podelski},
url = {http://dl.acm.org/citation.cfm?id=1987360.1987384},
isbn = {978-3-642-19857-1},
year = {2011},
date = {2011-01-01},
booktitle = {Proceedings of the 17th International Working Conference on Requirements Engineering: Foundation for Software Quality},
pages = {166--180},
publisher = {Springer-Verlag},
address = {Essen, Germany},
series = {REFSQ'11},
keywords = {automotive, formalization, real-time, Requirements},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Sikora, Ernst; Tenbergen, Bastian; Pohl, Klaus Requirements Engineering for Embedded Systems: An Investigation of Industry Needs Inproceedings Berry, Daniel; Franch, Xavier (Ed.): Requirements Engineering: Foundation for Software Quality, pp. 151–165, Springer Berlin Heidelberg, Berlin, Heidelberg, 2011, ISBN: 978-3-642-19858-8. Abstract | BibTeX | Tags: @inproceedings{10.1007/978-3-642-19858-8_16,
title = {Requirements Engineering for Embedded Systems: An Investigation of Industry Needs},
author = {Ernst Sikora and Bastian Tenbergen and Klaus Pohl},
editor = {Daniel Berry and Xavier Franch},
isbn = {978-3-642-19858-8},
year = {2011},
date = {2011-01-01},
booktitle = {Requirements Engineering: Foundation for Software Quality},
pages = {151--165},
publisher = {Springer Berlin Heidelberg},
address = {Berlin, Heidelberg},
abstract = {[Context and Motivation] Requirements engineering (RE) research is expected to provide methods that address the specific challenges of industrial systems engineering. [Question/problem] For this purpose, researchers need a detailed understanding of the needs and expectations that the industry has regarding RE methods. [Principal ideas/results] To identify the key industry needs, we have conducted an in-depth study with representatives from large, internationally operating companies in the domain of embedded systems in Germany. [Contribution] This paper reports on the identified industry needs related to the topics natural language vs. requirements models, support for high system complexity, quality assurance of requirements, and intertwining of RE and design.},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
[Context and Motivation] Requirements engineering (RE) research is expected to provide methods that address the specific challenges of industrial systems engineering. [Question/problem] For this purpose, researchers need a detailed understanding of the needs and expectations that the industry has regarding RE methods. [Principal ideas/results] To identify the key industry needs, we have conducted an in-depth study with representatives from large, internationally operating companies in the domain of embedded systems in Germany. [Contribution] This paper reports on the identified industry needs related to the topics natural language vs. requirements models, support for high system complexity, quality assurance of requirements, and intertwining of RE and design. |
Hamdaqa, Mohammad; Hamou-Lhadj, Abdelwahab An approach based on citation analysis to support effective handling of regulatory compliance Journal Article Future Generation Comp. Syst., 27 , pp. 395-410, 2011. BibTeX | Tags: @article{Hamdaqa2011AnAB,
title = {An approach based on citation analysis to support effective handling of regulatory compliance},
author = {Mohammad Hamdaqa and Abdelwahab Hamou-Lhadj},
year = {2011},
date = {2011-01-01},
journal = {Future Generation Comp. Syst.},
volume = {27},
pages = {395-410},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Issa, Ayman A; Al-Ali, Amani Automated requirements engineering: Use case patterns-driven approach Journal Article 5 , pp. 287 - 303, 2011. BibTeX | Tags: @article{articleh,
title = {Automated requirements engineering: Use case patterns-driven approach},
author = {Ayman A Issa and Amani Al-Ali},
year = {2011},
date = {2011-01-01},
booktitle = {Software, IET},
volume = {5},
pages = {287 - 303},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Boratto, Ludovico; Carta, Salvatore State-of-the-Art in Group Recommendation and New Approaches for Automatic Identification of Groups Book Chapter Soro, Alessandro; Vargiu, Eloisa; Armano, Giuliano; Paddeu, Gavino (Ed.): Information Retrieval and Mining in Distributed Environments, pp. 1–20, Springer Berlin Heidelberg, Berlin, Heidelberg, 2011, ISBN: 978-3-642-16089-9. Abstract | Links | BibTeX | Tags: @inbook{Boratto2011,
title = {State-of-the-Art in Group Recommendation and New Approaches for Automatic Identification of Groups},
author = {Ludovico Boratto and Salvatore Carta},
editor = {Alessandro Soro and Eloisa Vargiu and Giuliano Armano and Gavino Paddeu},
url = {https://doi.org/10.1007/978-3-642-16089-9_1},
doi = {10.1007/978-3-642-16089-9_1},
isbn = {978-3-642-16089-9},
year = {2011},
date = {2011-01-01},
booktitle = {Information Retrieval and Mining in Distributed Environments},
pages = {1--20},
publisher = {Springer Berlin Heidelberg},
address = {Berlin, Heidelberg},
abstract = {Recommender systems are important tools that provide information items to users, by adapting to their characteristics and preferences. Usually items are recommended to individuals, but there are contexts in which people operate in groups. To support the recommendation process in social activities, group recommender systems were developed. Since different types of groups exist, group recommendation should adapt to them, managing heterogeneity of groups. This chapter will present a survey of the state-of-the-art in group recommendation, focusing on the type of group each system aims to. A new approach for group recommendation is also presented, able to adapt to technological constraints (e.g., bandwidth limitations), by automatically identifying groups of users with similar interests.},
keywords = {},
pubstate = {published},
tppubtype = {inbook}
}
Recommender systems are important tools that provide information items to users, by adapting to their characteristics and preferences. Usually items are recommended to individuals, but there are contexts in which people operate in groups. To support the recommendation process in social activities, group recommender systems were developed. Since different types of groups exist, group recommendation should adapt to them, managing heterogeneity of groups. This chapter will present a survey of the state-of-the-art in group recommendation, focusing on the type of group each system aims to. A new approach for group recommendation is also presented, able to adapt to technological constraints (e.g., bandwidth limitations), by automatically identifying groups of users with similar interests. |
Ekstrand, Michael D; Riedl, John T; Konstan, Joseph A Collaborative filtering recommender systems Journal Article Foundations and Trendstextregistered in Human--Computer Interaction, 4 (2), pp. 81–173, 2011. BibTeX | Tags: @article{ekstrand2011collaborative,
title = {Collaborative filtering recommender systems},
author = {Michael D Ekstrand and John T Riedl and Joseph A Konstan},
year = {2011},
date = {2011-01-01},
journal = {Foundations and Trendstextregistered in Human--Computer Interaction},
volume = {4},
number = {2},
pages = {81--173},
publisher = {Now Publishers, Inc.},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
2010
|
Mahmoud, A; Niu, N An experimental investigation of reusable requirements retrieval Inproceedings 2010 IEEE International Conference on Information Reuse Integration, pp. 330-335, 2010. Links | BibTeX | Tags: libraries;query processing;software reusability;reusable requirements retrieval;requirements library;retrieval effectiveness;synonym support;software reuse;Libraries;Analysis of variance;Software;Indexing;Semantics;Artificial intelligence;Prototypes @inproceedings{5558914,
title = {An experimental investigation of reusable requirements retrieval},
author = {A Mahmoud and N Niu},
doi = {10.1109/IRI.2010.5558914},
year = {2010},
date = {2010-08-01},
booktitle = {2010 IEEE International Conference on Information Reuse Integration},
pages = {330-335},
keywords = {libraries;query processing;software reusability;reusable requirements retrieval;requirements library;retrieval effectiveness;synonym support;software reuse;Libraries;Analysis of variance;Software;Indexing;Semantics;Artificial intelligence;Prototypes},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Felfernig, Alexander; Schubert, Monika; Mandl, Monika; Ricci, Francesco; Maalej, Walid Recommendation and decision technologies for requirements engineering Inproceedings Proceedings of the 2nd International Workshop on Recommendation Systems for Software Engineering, pp. 11–15, ACM 2010. BibTeX | Tags: @inproceedings{felfernig2010recommendation,
title = {Recommendation and decision technologies for requirements engineering},
author = {Alexander Felfernig and Monika Schubert and Monika Mandl and Francesco Ricci and Walid Maalej},
year = {2010},
date = {2010-01-01},
booktitle = {Proceedings of the 2nd International Workshop on Recommendation Systems for Software Engineering},
pages = {11--15},
organization = {ACM},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Castro-Herrera, Carlos; Cleland-Huang, Jane Utilizing recommender systems to support software requirements elicitation Inproceedings Proceedings of the 2nd International Workshop on Recommendation Systems for Software Engineering, pp. 6–10, ACM 2010. BibTeX | Tags: @inproceedings{castro2010utilizing,
title = {Utilizing recommender systems to support software requirements elicitation},
author = {Carlos Castro-Herrera and Jane Cleland-Huang},
year = {2010},
date = {2010-01-01},
booktitle = {Proceedings of the 2nd International Workshop on Recommendation Systems for Software Engineering},
pages = {6--10},
organization = {ACM},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Yu, Lian; Tsai, Wei-Tek; Zhao, Wei; Wu, Fang Predicting Defect Priority Based on Neural Networks Inproceedings Cao, Longbing; Zhong, Jiang; Feng, Yong (Ed.): pp. 356–367, Springer Berlin Heidelberg, Berlin, Heidelberg, 2010, ISBN: 978-3-642-17313-4. Abstract | BibTeX | Tags: @inproceedings{10.1007/978-3-642-17313-4_35,
title = {Predicting Defect Priority Based on Neural Networks},
author = {Lian Yu and Wei-Tek Tsai and Wei Zhao and Fang Wu},
editor = {Longbing Cao and Jiang Zhong and Yong Feng},
isbn = {978-3-642-17313-4},
year = {2010},
date = {2010-01-01},
pages = {356--367},
publisher = {Springer Berlin Heidelberg},
address = {Berlin, Heidelberg},
abstract = {Existing defect management tools provide little information on how important/urgent for developers to fix defects reported. Manually prioritizing defects is time-consuming and inconsistent among different people. To improve the efficiency of troubleshooting, the paper proposes to employ neural network techniques to predict the priorities of defects, adopt evolutionary training process to solve error problems associated with new features, and reuse data sets from similar software systems to speed up the convergence of training. A framework is built up for the model evaluation, and a series of experiments on five different software products of an international healthcare company to demonstrate the feasibility and effectiveness.},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Existing defect management tools provide little information on how important/urgent for developers to fix defects reported. Manually prioritizing defects is time-consuming and inconsistent among different people. To improve the efficiency of troubleshooting, the paper proposes to employ neural network techniques to predict the priorities of defects, adopt evolutionary training process to solve error problems associated with new features, and reuse data sets from similar software systems to speed up the convergence of training. A framework is built up for the model evaluation, and a series of experiments on five different software products of an international healthcare company to demonstrate the feasibility and effectiveness. |
Kumar, Manish; Ajmeri, Nirav; Ghaisas, Smita Towards Knowledge Assisted Agile Requirements Evolution Inproceedings Proceedings of the 2Nd International Workshop on Recommendation Systems for Software Engineering, pp. 16–20, ACM, Cape Town, South Africa, 2010, ISBN: 978-1-60558-974-9. Links | BibTeX | Tags: collaborative and semantic requirements definition, domain-specific recommendations, knowledge assisted agile @inproceedings{Kumar:2010:TKA:1808920.1808924,
title = {Towards Knowledge Assisted Agile Requirements Evolution},
author = {Manish Kumar and Nirav Ajmeri and Smita Ghaisas},
url = {http://doi.acm.org/10.1145/1808920.1808924},
doi = {10.1145/1808920.1808924},
isbn = {978-1-60558-974-9},
year = {2010},
date = {2010-01-01},
booktitle = {Proceedings of the 2Nd International Workshop on Recommendation Systems for Software Engineering},
pages = {16--20},
publisher = {ACM},
address = {Cape Town, South Africa},
series = {RSSE '10},
keywords = {collaborative and semantic requirements definition, domain-specific recommendations, knowledge assisted agile},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Felfernig, Alexander; Schubert, Monika; Mandl, Monika; Ghirardini, Philipp Diagnosing Inconsistent Requirements Preferences in Distributed Software Projects Workshop Proceedings of the 3rd International Workshop on Social Software Engineering, ., 2010. BibTeX | Tags: @workshop{2576fd0e5a884f569256acbde15dae97b,
title = {Diagnosing Inconsistent Requirements Preferences in Distributed Software Projects},
author = {Alexander Felfernig and Monika Schubert and Monika Mandl and Philipp Ghirardini},
year = {2010},
date = {2010-01-01},
booktitle = {Proceedings of the 3rd International Workshop on Social Software Engineering},
pages = {495--502},
publisher = {.},
keywords = {},
pubstate = {published},
tppubtype = {workshop}
}
|
A systematic review on strategic release planning models Journal Article Information and Software Technology, 52 (3), pp. 237 - 248, 2010, ISSN: 0950-5849. Abstract | Links | BibTeX | Tags: Requirements selection factors, Road-mapping, Strategic release planning models, Systematic Review @article{Svahnberg2010,
title = {A systematic review on strategic release planning models},
url = {http://www.sciencedirect.com/science/article/pii/S0950584909002067},
doi = {https://doi.org/10.1016/j.infsof.2009.11.006},
issn = {0950-5849},
year = {2010},
date = {2010-01-01},
journal = {Information and Software Technology},
volume = {52},
number = {3},
pages = {237 - 248},
abstract = {Abstract Strategic release planning (sometimes referred to as road-mapping) is an important phase of the requirements engineering process performed at product level. It is concerned with selection and assignment of requirements in sequences of releases such that important technical and resource constraints are fulfilled. In this study we investigate which strategic release planning models have been proposed, their degree of empirical validation, their factors for requirements selection, and whether they are intended for a bespoke or market-driven requirements engineering context. In this systematic review a number of article sources are used, including Compendex, Inspec, IEEE Xplore, ACM Digital Library, and Springer Link. Studies are selected after reading titles and abstracts to decide whether the articles are peer reviewed, and relevant to the subject. Twenty four strategic release planning models are found and mapped in relation to each other, and a taxonomy of requirements selection factors is constructed. We conclude that many models are related to each other and use similar techniques to address the release planning problem. We also conclude that several requirement selection factors are covered in the different models, but that many methods fail to address factors such as stakeholder value or internal value. Moreover, we conclude that there is a need for further empirical validation of the models in full scale industry trials.},
keywords = {Requirements selection factors, Road-mapping, Strategic release planning models, Systematic Review},
pubstate = {published},
tppubtype = {article}
}
Abstract Strategic release planning (sometimes referred to as road-mapping) is an important phase of the requirements engineering process performed at product level. It is concerned with selection and assignment of requirements in sequences of releases such that important technical and resource constraints are fulfilled. In this study we investigate which strategic release planning models have been proposed, their degree of empirical validation, their factors for requirements selection, and whether they are intended for a bespoke or market-driven requirements engineering context. In this systematic review a number of article sources are used, including Compendex, Inspec, IEEE Xplore, ACM Digital Library, and Springer Link. Studies are selected after reading titles and abstracts to decide whether the articles are peer reviewed, and relevant to the subject. Twenty four strategic release planning models are found and mapped in relation to each other, and a taxonomy of requirements selection factors is constructed. We conclude that many models are related to each other and use similar techniques to address the release planning problem. We also conclude that several requirement selection factors are covered in the different models, but that many methods fail to address factors such as stakeholder value or internal value. Moreover, we conclude that there is a need for further empirical validation of the models in full scale industry trials. |
Issa, Ayman A; Al-Ali, Amani Use Case Patterns Driven Requirements Engineering Journal Article 2010 Second International Conference on Computer Research and Development, pp. 307-313, 2010. BibTeX | Tags: @article{Issa2010UseCP,
title = {Use Case Patterns Driven Requirements Engineering},
author = {Ayman A Issa and Amani Al-Ali},
year = {2010},
date = {2010-01-01},
journal = {2010 Second International Conference on Computer Research and Development},
pages = {307-313},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Andersen, Henrik; Hadzic, Tarik; Pisinger, David Interactive Cost Configuration Over Decision Diagrams Journal Article 37 , pp. 99-139, 2010. BibTeX | Tags: @article{articlec,
title = {Interactive Cost Configuration Over Decision Diagrams},
author = {Henrik Andersen and Tarik Hadzic and David Pisinger},
year = {2010},
date = {2010-01-01},
booktitle = {J. Artif. Intell. Res. (JAIR)},
volume = {37},
pages = {99-139},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Benavides, David; Segura, Sergio; Ruiz-Cortés, Antonio Automated analysis of feature models 20 years later: A literature review Information Systems Journal Article Information Systems, 35 (6), pp. 615 - 636, 2010, ISSN: 0306-4379. Links | BibTeX | Tags: Automated analyses, Feature models, Literature review, Software product lines @article{BENAVIDES2010615,
title = {Automated analysis of feature models 20 years later: A literature review Information Systems},
author = {David Benavides and Sergio Segura and Antonio Ruiz-Cort\'{e}s},
url = {http://www.sciencedirect.com/science/article/pii/S0306437910000025},
doi = {https://doi.org/10.1016/j.is.2010.01.001},
issn = {0306-4379},
year = {2010},
date = {2010-01-01},
journal = {Information Systems},
volume = {35},
number = {6},
pages = {615 - 636},
keywords = {Automated analyses, Feature models, Literature review, Software product lines},
pubstate = {published},
tppubtype = {article}
}
|
Jannach, Dietmar; Zanker, Markus; Felfernig, Alexander; Friedrich, Gerhard Recommender systems: an introduction Book Cambridge University Press, 2010. BibTeX | Tags: @book{jannach2010recommender,
title = {Recommender systems: an introduction},
author = {Dietmar Jannach and Markus Zanker and Alexander Felfernig and Gerhard Friedrich},
year = {2010},
date = {2010-01-01},
publisher = {Cambridge University Press},
keywords = {},
pubstate = {published},
tppubtype = {book}
}
|
Musto, Cataldo Enhanced vector space models for content-based recommender systems Inproceedings Proceedings of the fourth ACM conference on Recommender systems, pp. 361–364, ACM 2010. BibTeX | Tags: @inproceedings{musto2010enhanced,
title = {Enhanced vector space models for content-based recommender systems},
author = {Cataldo Musto},
year = {2010},
date = {2010-01-01},
booktitle = {Proceedings of the fourth ACM conference on Recommender systems},
pages = {361--364},
organization = {ACM},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
2009
|
Felfernig, Alexander; Friedrich, Gerhard; Schubert, Monika; Mandl, Monika; Mairitsch, Markus; Teppan, Erich Plausible Repairs for Inconsistent Requirements Inproceedings Proceedings of the 21st International Jont Conference on Artifical Intelligence, pp. 791–796, Morgan Kaufmann Publishers Inc., Pasadena, California, USA, 2009. Links | BibTeX | Tags: @inproceedings{Felfernig:2009:PRI:1661445.1661571,
title = {Plausible Repairs for Inconsistent Requirements},
author = {Alexander Felfernig and Gerhard Friedrich and Monika Schubert and Monika Mandl and Markus Mairitsch and Erich Teppan},
url = {http://dl.acm.org/citation.cfm?id=1661445.1661571},
year = {2009},
date = {2009-01-01},
booktitle = {Proceedings of the 21st International Jont Conference on Artifical Intelligence},
pages = {791--796},
publisher = {Morgan Kaufmann Publishers Inc.},
address = {Pasadena, California, USA},
series = {IJCAI'09},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Felfernig, Alexander; Mairitsch, Markus; Mandl, Monika; Schubert, Monika; Teppan, Erich Utility-Based Repair of Inconsistent Requirements Inproceedings Proceedings of the 22Nd International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems: Next-Generation Applied Intelligence, pp. 162–171, Springer-Verlag, Tainan, Taiwan, 2009, ISBN: 978-3-642-02567-9. Links | BibTeX | Tags: Diagnosis, Knowledge-based Recommenders, Utility-based Repair @inproceedings{Felfernig:2009:URI:1575295.1575316,
title = {Utility-Based Repair of Inconsistent Requirements},
author = {Alexander Felfernig and Markus Mairitsch and Monika Mandl and Monika Schubert and Erich Teppan},
url = {https://doi.org/10.1007/978-3-642-02568-6_17},
doi = {10.1007/978-3-642-02568-6_17},
isbn = {978-3-642-02567-9},
year = {2009},
date = {2009-01-01},
booktitle = {Proceedings of the 22Nd International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems: Next-Generation Applied Intelligence},
pages = {162--171},
publisher = {Springer-Verlag},
address = {Tainan, Taiwan},
series = {IEA/AIE '09},
keywords = {Diagnosis, Knowledge-based Recommenders, Utility-based Repair},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Cleland-Huang, Jane; Dumitru, Horatiu; Duan, Chuan; Castro-Herrera, Carlos Automated Support for Managing Feature Requests in Open Forums Journal Article Commun. ACM, 52 (10), pp. 68–74, 2009, ISSN: 0001-0782. Links | BibTeX | Tags: @article{Cleland-Huang:2009:ASM:1562764.1562784,
title = {Automated Support for Managing Feature Requests in Open Forums},
author = {Jane Cleland-Huang and Horatiu Dumitru and Chuan Duan and Carlos Castro-Herrera},
url = {http://doi.acm.org/10.1145/1562764.1562784},
doi = {10.1145/1562764.1562784},
issn = {0001-0782},
year = {2009},
date = {2009-01-01},
journal = {Commun. ACM},
volume = {52},
number = {10},
pages = {68--74},
publisher = {ACM},
address = {New York, NY, USA},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Duan, Chuan; Laurent, Paula; Cleland-Huang, Jane; Kwiatkowski, Charles Towards automated requirements prioritization and triage Journal Article 14 , pp. 73-89, 2009. BibTeX | Tags: @article{articleb,
title = {Towards automated requirements prioritization and triage},
author = {Chuan Duan and Paula Laurent and Jane Cleland-Huang and Charles Kwiatkowski},
year = {2009},
date = {2009-01-01},
booktitle = {Requir. Eng.},
volume = {14},
pages = {73-89},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Jain, Prateek; Verma, Kunal; Kass, Alex; Vasquez, Reymonrod G Automated review of natural language requirements documents: Generating useful warnings with user-extensible glossaries driving a simple state machine Conference Proceedings of the 2nd India Software Engineering Conference, ISEC 2009, 2009. BibTeX | Tags: @conference{unknownc,
title = {Automated review of natural language requirements documents: Generating useful warnings with user-extensible glossaries driving a simple state machine},
author = {Prateek Jain and Kunal Verma and Alex Kass and Reymonrod G. Vasquez},
year = {2009},
date = {2009-01-01},
booktitle = {Proceedings of the 2nd India Software Engineering Conference, ISEC 2009},
pages = {37-46},
keywords = {},
pubstate = {published},
tppubtype = {conference}
}
|
Perrouin, Gilles; Brottier, Erwan; Baudry, Benoit; Traon, Yves Le Composing Models for Detecting Inconsistencies: A Requirements Engineering Perspective Inproceedings Glinz, Martin; Heymans, Patrick (Ed.): Requirements Engineering: Foundation for Software Quality, pp. 89–103, Springer Berlin Heidelberg, Berlin, Heidelberg, 2009, ISBN: 978-3-642-02050-6. Abstract | BibTeX | Tags: @inproceedings{10.1007/978-3-642-02050-6_8,
title = {Composing Models for Detecting Inconsistencies: A Requirements Engineering Perspective},
author = {Gilles Perrouin and Erwan Brottier and Benoit Baudry and Yves Le Traon},
editor = {Martin Glinz and Patrick Heymans},
isbn = {978-3-642-02050-6},
year = {2009},
date = {2009-01-01},
booktitle = {Requirements Engineering: Foundation for Software Quality},
pages = {89--103},
publisher = {Springer Berlin Heidelberg},
address = {Berlin, Heidelberg},
abstract = {[Context and motivation] Ever-growing systems' complexity and novel requirements engineering approaches such as reuse or globalization imply that requirements are produced by different stakeholders and written in possibly different languages. [Question/ problem] In this context, checking consistency so that requirements specifications are amenable to formal analysis is a challenge. Current techniques either fail to consider the requirement set as a whole, missing certain inconsistency types or are unable to take heterogeneous (i.e. expressed in different languages) specifications into account. [Principal ideas/ results] We propose to use model composition to address this problem in a staged approach. First, heterogeneous requirements are translated in model fragments which are instances of a common metamodel. Then, these fragments are merged in one unique model. On such a model inconsistencies such as under-specifications can be incrementally detected and formal analysis is made possible. Our approach is fully supported by our model composition framework. [Contribution] We propose model composition as means to address flexibility needs in requirements integration. Threats to validity such as the impact of new requirements languages needs to be addressed in future work.},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
[Context and motivation] Ever-growing systems' complexity and novel requirements engineering approaches such as reuse or globalization imply that requirements are produced by different stakeholders and written in possibly different languages. [Question/ problem] In this context, checking consistency so that requirements specifications are amenable to formal analysis is a challenge. Current techniques either fail to consider the requirement set as a whole, missing certain inconsistency types or are unable to take heterogeneous (i.e. expressed in different languages) specifications into account. [Principal ideas/ results] We propose to use model composition to address this problem in a staged approach. First, heterogeneous requirements are translated in model fragments which are instances of a common metamodel. Then, these fragments are merged in one unique model. On such a model inconsistencies such as under-specifications can be incrementally detected and formal analysis is made possible. Our approach is fully supported by our model composition framework. [Contribution] We propose model composition as means to address flexibility needs in requirements integration. Threats to validity such as the impact of new requirements languages needs to be addressed in future work. |
Renault, Samuel; Samuel, ; Mendez-Bonilla, ; Oscar, ; Franch, Xavier; Xavier, ; Quer, Carme A pattern-based method for building requirements documents in call-for-tender processes. Journal Article 2009. BibTeX | Tags: @article{articlej,
title = {A pattern-based method for building requirements documents in call-for-tender processes.},
author = {Samuel Renault and Samuel and Mendez-Bonilla and Oscar and Xavier Franch and Xavier and Carme Quer},
year = {2009},
date = {2009-01-01},
booktitle = {International Journal of Computer Science & Applications},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Eriksson, Magnus; Börstler, Jürgen; Borg, Kjell Managing Requirements Specifications for Product Lines - An Approach and Industry Case Study Journal Article J. Syst. Softw., 82 (3), pp. 435–447, 2009, ISSN: 0164-1212. Links | BibTeX | Tags: Feature model, Natural-language requirements specification, Software product line, Variability management @article{Eriksson:2009:MRS:1513006.1513369,
title = {Managing Requirements Specifications for Product Lines - An Approach and Industry Case Study},
author = {Magnus Eriksson and J\"{u}rgen B\"{o}rstler and Kjell Borg},
url = {http://dx.doi.org/10.1016/j.jss.2008.07.046},
doi = {10.1016/j.jss.2008.07.046},
issn = {0164-1212},
year = {2009},
date = {2009-01-01},
journal = {J. Syst. Softw.},
volume = {82},
number = {3},
pages = {435--447},
publisher = {Elsevier Science Inc.},
address = {New York, NY, USA},
keywords = {Feature model, Natural-language requirements specification, Software product line, Variability management},
pubstate = {published},
tppubtype = {article}
}
|
Du, Gengshen; Ruhe, Guenther Does Explanation Improve the Acceptance of Decision Support for Product Release Planning? Inproceedings Proceedings of the 2009 3rd International Symposium on Empirical Software Engineering and Measurement, pp. 56–68, IEEE Computer Society, Washington, DC, USA, 2009, ISBN: 978-1-4244-4842-5. Links | BibTeX | Tags: @inproceedings{Du:2009:EIA:1671248.1671256,
title = {Does Explanation Improve the Acceptance of Decision Support for Product Release Planning?},
author = {Gengshen Du and Guenther Ruhe},
url = {http://dx.doi.org/10.1109/ESEM.2009.5316049},
doi = {10.1109/ESEM.2009.5316049},
isbn = {978-1-4244-4842-5},
year = {2009},
date = {2009-01-01},
booktitle = {Proceedings of the 2009 3rd International Symposium on Empirical Software Engineering and Measurement},
pages = {56--68},
publisher = {IEEE Computer Society},
address = {Washington, DC, USA},
series = {ESEM '09},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Krestel, Ralf; Fankhauser, Peter; Nejdl, Wolfgang Latent dirichlet allocation for tag recommendation Inproceedings Proceedings of the third ACM conference on Recommender systems, pp. 61–68, ACM 2009. BibTeX | Tags: @inproceedings{krestel2009latent,
title = {Latent dirichlet allocation for tag recommendation},
author = {Ralf Krestel and Peter Fankhauser and Wolfgang Nejdl},
year = {2009},
date = {2009-01-01},
booktitle = {Proceedings of the third ACM conference on Recommender systems},
pages = {61--68},
organization = {ACM},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Guy, Ido; Zwerdling, Naama; Carmel, David; Ronen, Inbal; Uziel, Erel; Yogev, Sivan; Ofek-Koifman, Shila Personalized recommendation of social software items based on social relations Inproceedings Proceedings of the third ACM conference on Recommender systems, pp. 53–60, ACM 2009. BibTeX | Tags: @inproceedings{guy2009personalized,
title = {Personalized recommendation of social software items based on social relations},
author = {Ido Guy and Naama Zwerdling and David Carmel and Inbal Ronen and Erel Uziel and Sivan Yogev and Shila Ofek-Koifman},
year = {2009},
date = {2009-01-01},
booktitle = {Proceedings of the third ACM conference on Recommender systems},
pages = {53--60},
organization = {ACM},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
2008
|
Antoniol, Giuliano; Ayari, Kamel; Penta, Massimiliano Di; Khomh, Foutse; Guéhéneuc, Yann-Gaël Is it a bug or an enhancement?: A text-based approach to classify change requests Conference CASCON, 2008. BibTeX | Tags: @conference{unknownb,
title = {Is it a bug or an enhancement?: A text-based approach to classify change requests},
author = {Giuliano Antoniol and Kamel Ayari and Massimiliano Di Penta and Foutse Khomh and Yann-Ga\"{e}l Gu\'{e}h\'{e}neuc},
year = {2008},
date = {2008-01-01},
booktitle = {CASCON},
pages = {23},
keywords = {},
pubstate = {published},
tppubtype = {conference}
}
|
Wang, Xiaoyin; Zhang, Lu; Xie, Tao; Anvik, John; Sun, Jiasu An Approach to Detecting Duplicate Bug Reports Using Natural Language and Execution Information Inproceedings Proceedings of the 30th International Conference on Software Engineering, pp. 461–470, ACM, Leipzig, Germany, 2008, ISBN: 978-1-60558-079-1. Links | BibTeX | Tags: duplicate bug report, execution information, information retrieval @inproceedings{Wang:2008:ADD:1368088.1368151,
title = {An Approach to Detecting Duplicate Bug Reports Using Natural Language and Execution Information},
author = {Xiaoyin Wang and Lu Zhang and Tao Xie and John Anvik and Jiasu Sun},
url = {http://doi.acm.org/10.1145/1368088.1368151},
doi = {10.1145/1368088.1368151},
isbn = {978-1-60558-079-1},
year = {2008},
date = {2008-01-01},
booktitle = {Proceedings of the 30th International Conference on Software Engineering},
pages = {461--470},
publisher = {ACM},
address = {Leipzig, Germany},
series = {ICSE '08},
keywords = {duplicate bug report, execution information, information retrieval},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Breaux, Travis; Antón, Annie Analyzing Regulatory Rules for Privacy and Security Requirements Journal Article IEEE Transactions on Software Engineering, 34 (1), pp. 5-20, 2008, ISSN: 0098-5589. Links | BibTeX | Tags: legislation;security of data;software engineering;US Health Insurance Portability and Accountability Act Privacy Rule;software engineering;software system privacy;software system security;Legal Aspects of Computing;Requirements/Specifications;Security and Privacy Protection @article{4359472,
title = {Analyzing Regulatory Rules for Privacy and Security Requirements},
author = {Travis Breaux and Annie Ant\'{o}n},
doi = {10.1109/TSE.2007.70746},
issn = {0098-5589},
year = {2008},
date = {2008-01-01},
journal = {IEEE Transactions on Software Engineering},
volume = {34},
number = {1},
pages = {5-20},
keywords = {legislation;security of data;software engineering;US Health Insurance Portability and Accountability Act Privacy Rule;software engineering;software system privacy;software system security;Legal Aspects of Computing;Requirements/Specifications;Security and Privacy Protection},
pubstate = {published},
tppubtype = {article}
}
|
Herrmann, Andrea; Daneva, Maya Requirements Prioritization Based on Benefit and Cost Prediction: An Agenda for Future Research Inproceedings Proceedings of the 2008 16th IEEE International Requirements Engineering Conference, pp. 125–134, IEEE Computer Society, Washington, DC, USA, 2008, ISBN: 978-0-7695-3309-4. Links | BibTeX | Tags: Non-Functional Requirements, Quantitative Prioritization, requirements prioritization, Software Economics, Systematic Review @inproceedings{Herrmann:2008:RPB:1475689.1475821,
title = {Requirements Prioritization Based on Benefit and Cost Prediction: An Agenda for Future Research},
author = {Andrea Herrmann and Maya Daneva},
url = {https://doi.org/10.1109/RE.2008.48},
doi = {10.1109/RE.2008.48},
isbn = {978-0-7695-3309-4},
year = {2008},
date = {2008-01-01},
booktitle = {Proceedings of the 2008 16th IEEE International Requirements Engineering Conference},
pages = {125--134},
publisher = {IEEE Computer Society},
address = {Washington, DC, USA},
series = {RE '08},
keywords = {Non-Functional Requirements, Quantitative Prioritization, requirements prioritization, Software Economics, Systematic Review},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Verma, Kunal; Kass, Alex Requirements Analysis Tool: A Tool for Automatically Analyzing Software Requirements Documents Inproceedings Sheth, Amit; Staab, Steffen; Dean, Mike; Paolucci, Massimo; Maynard, Diana; Finin, Timothy; Thirunarayan, Krishnaprasad (Ed.): The Semantic Web - ISWC 2008, pp. 751–763, Springer Berlin Heidelberg, Berlin, Heidelberg, 2008, ISBN: 978-3-540-88564-1. Abstract | BibTeX | Tags: @inproceedings{10.1007/978-3-540-88564-1_48,
title = {Requirements Analysis Tool: A Tool for Automatically Analyzing Software Requirements Documents},
author = {Kunal Verma and Alex Kass},
editor = {Amit Sheth and Steffen Staab and Mike Dean and Massimo Paolucci and Diana Maynard and Timothy Finin and Krishnaprasad Thirunarayan},
isbn = {978-3-540-88564-1},
year = {2008},
date = {2008-01-01},
booktitle = {The Semantic Web - ISWC 2008},
pages = {751--763},
publisher = {Springer Berlin Heidelberg},
address = {Berlin, Heidelberg},
abstract = {We present a tool, called the Requirements Analysis Tool that performs a wide range of best practice analyses on software requirements documents. The novelty of our approach is the use of user-defined glossaries to extract structured content, and thus support a broad range of syntactic and semantic analyses, while allowing users to write requirements in the stylized natural language advocated by expert requirements writers. Semantic Web technologies are then leveraged for deeper semantic analysis of the extracted structured content to find various kinds of problems in requirements documents.},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
We present a tool, called the Requirements Analysis Tool that performs a wide range of best practice analyses on software requirements documents. The novelty of our approach is the use of user-defined glossaries to extract structured content, and thus support a broad range of syntactic and semantic analyses, while allowing users to write requirements in the stylized natural language advocated by expert requirements writers. Semantic Web technologies are then leveraged for deeper semantic analysis of the extracted structured content to find various kinds of problems in requirements documents. |
Shepitsen, Andriy; Gemmell, Jonathan; Mobasher, Bamshad; Burke, Robin Personalized recommendation in social tagging systems using hierarchical clustering Inproceedings Proceedings of the 2008 ACM conference on Recommender systems, pp. 259–266, ACM 2008. BibTeX | Tags: @inproceedings{shepitsen2008personalized,
title = {Personalized recommendation in social tagging systems using hierarchical clustering},
author = {Andriy Shepitsen and Jonathan Gemmell and Bamshad Mobasher and Robin Burke},
year = {2008},
date = {2008-01-01},
booktitle = {Proceedings of the 2008 ACM conference on Recommender systems},
pages = {259--266},
organization = {ACM},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Tso-Sutter, Karen HL; Marinho, Leandro Balby; Schmidt-Thieme, Lars Tag-aware recommender systems by fusion of collaborative filtering algorithms Inproceedings Proceedings of the 2008 ACM symposium on Applied computing, pp. 1995–1999, ACM 2008. BibTeX | Tags: @inproceedings{tso2008tag,
title = {Tag-aware recommender systems by fusion of collaborative filtering algorithms},
author = {Karen HL Tso-Sutter and Leandro Balby Marinho and Lars Schmidt-Thieme},
year = {2008},
date = {2008-01-01},
booktitle = {Proceedings of the 2008 ACM symposium on Applied computing},
pages = {1995--1999},
organization = {ACM},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Zanardi, Valentina; Capra, Licia Social ranking: uncovering relevant content using tag-based recommender systems Inproceedings Proceedings of the 2008 ACM conference on Recommender systems, pp. 51–58, ACM 2008. BibTeX | Tags: @inproceedings{zanardi2008social,
title = {Social ranking: uncovering relevant content using tag-based recommender systems},
author = {Valentina Zanardi and Licia Capra},
year = {2008},
date = {2008-01-01},
booktitle = {Proceedings of the 2008 ACM conference on Recommender systems},
pages = {51--58},
organization = {ACM},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
2007
|
Caralt, Jordi Conesa; Kim, Jong Woo Ontology Driven Requirements Query Inproceedings 2007 40th Annual Hawaii International Conference on System Sciences (HICSS'07)(HICSS), pp. 197c, 2007, ISSN: 1530-1605. Links | BibTeX | Tags: null @inproceedings{,
title = {Ontology Driven Requirements Query},
author = {Jordi Conesa Caralt and Jong Woo Kim},
url = {https://www.computer.org/csdl/proceedings/hicss/2007/2755/00/27550197c-abs.html},
doi = {10.1109/HICSS.2007.409},
issn = {1530-1605},
year = {2007},
date = {2007-01-01},
booktitle = {2007 40th Annual Hawaii International Conference on System Sciences (HICSS'07)(HICSS)},
volume = {00},
pages = {197c},
keywords = {null},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Gabrilovich, Evgeniy; Markovitch, Shaul Computing Semantic Relatedness Using Wikipedia-based Explicit Semantic Analysis Inproceedings Proceedings of the 20th International Joint Conference on Artifical Intelligence, pp. 1606–1611, Morgan Kaufmann Publishers Inc., Hyderabad, India, 2007. Links | BibTeX | Tags: @inproceedings{Gabrilovich:2007:CSR:1625275.1625535bb,
title = {Computing Semantic Relatedness Using Wikipedia-based Explicit Semantic Analysis},
author = {Evgeniy Gabrilovich and Shaul Markovitch},
url = {http://dl.acm.org/citation.cfm?id=1625275.1625535},
year = {2007},
date = {2007-01-01},
booktitle = {Proceedings of the 20th International Joint Conference on Artifical Intelligence},
pages = {1606--1611},
publisher = {Morgan Kaufmann Publishers Inc.},
address = {Hyderabad, India},
series = {IJCAI'07},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Massa, Paolo; Avesani, Paolo Trust-aware recommender systems Inproceedings Proceedings of the 2007 ACM conference on Recommender systems, pp. 17–24, ACM 2007. BibTeX | Tags: @inproceedings{massa2007trustb,
title = {Trust-aware recommender systems},
author = {Paolo Massa and Paolo Avesani},
year = {2007},
date = {2007-01-01},
booktitle = {Proceedings of the 2007 ACM conference on Recommender systems},
pages = {17--24},
organization = {ACM},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Runeson, Per; Alexandersson, Magnus; Nyholm, Oskar Detection of Duplicate Defect Reports Using Natural Language Processing Conference 29th International Conference on Software Engineering (ICSE), 2007, ISBN: 0-7695-2828-7. BibTeX | Tags: @conference{unknownd,
title = {Detection of Duplicate Defect Reports Using Natural Language Processing},
author = {Per Runeson and Magnus Alexandersson and Oskar Nyholm},
isbn = {0-7695-2828-7},
year = {2007},
date = {2007-01-01},
booktitle = {29th International Conference on Software Engineering (ICSE)},
pages = {499-510},
keywords = {},
pubstate = {published},
tppubtype = {conference}
}
|
The multi-objective next release problem Inproceedings Proceedings of the 9th annual conference on Genetic and evolutionary computation, pp. 1129–1137, ACM 2007. BibTeX | Tags: @inproceedings{Zhang2007,
title = {The multi-objective next release problem},
year = {2007},
date = {2007-01-01},
booktitle = {Proceedings of the 9th annual conference on Genetic and evolutionary computation},
pages = {1129--1137},
organization = {ACM},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Kitchenham, Barbara Guidelines for performing Systematic Literature Reviews in software engineering. EBSE Technical Report EBSE-2007-01 Book 2007. BibTeX | Tags: @book{book,
title = {Guidelines for performing Systematic Literature Reviews in software engineering. EBSE Technical Report EBSE-2007-01},
author = {Barbara Kitchenham},
year = {2007},
date = {2007-01-01},
keywords = {},
pubstate = {published},
tppubtype = {book}
}
|
Schobbens, Pierre-Yves; Heymans, Patrick; Trigaux, Jean-Christophe; Bontemps, Yves Generic Semantics of Feature Diagrams Journal Article Comput. Netw., 51 (2), pp. 456–479, 2007, ISSN: 1389-1286. Links | BibTeX | Tags: Feature diagram, Feature interaction, Formal semantics, Software product lines, Survey @article{Schobbens:2007:GSF:1219184.1219634,
title = {Generic Semantics of Feature Diagrams},
author = {Pierre-Yves Schobbens and Patrick Heymans and Jean-Christophe Trigaux and Yves Bontemps},
url = {http://dx.doi.org/10.1016/j.comnet.2006.08.008},
doi = {10.1016/j.comnet.2006.08.008},
issn = {1389-1286},
year = {2007},
date = {2007-01-01},
journal = {Comput. Netw.},
volume = {51},
number = {2},
pages = {456--479},
publisher = {Elsevier North-Holland, Inc.},
address = {New York, NY, USA},
keywords = {Feature diagram, Feature interaction, Formal semantics, Software product lines, Survey},
pubstate = {published},
tppubtype = {article}
}
|
Withall, Stephen Software Requirement Patterns Book First, Microsoft Press, Redmond, WA, USA, 2007, ISBN: 9780735623989. BibTeX | Tags: @book{Withall:2007:SRP:1407535,
title = {Software Requirement Patterns},
author = {Stephen Withall},
isbn = {9780735623989},
year = {2007},
date = {2007-01-01},
publisher = {Microsoft Press},
address = {Redmond, WA, USA},
edition = {First},
keywords = {},
pubstate = {published},
tppubtype = {book}
}
|
2006
|
Asikainen, Timo; Männistö, Tomi; Soininen, Timo Kumbang: A domain ontology for modelling variability in software product families Journal Article 21 , pp. 23-40, 2006. BibTeX | Tags: @article{articledb,
title = {Kumbang: A domain ontology for modelling variability in software product families},
author = {Timo Asikainen and Tomi M\"{a}nnist\"{o} and Timo Soininen},
year = {2006},
date = {2006-01-01},
booktitle = {Advanced Engineering Informatics},
volume = {21},
pages = {23-40},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
de Maat, Emile; Winkels, Radboud; van Engers, Tom Automated Detection of Reference Structures in Law Inproceedings Proceedings of the 2006 Conference on Legal Knowledge and Information Systems: JURIX 2006: The Nineteenth Annual Conference, pp. 41–50, IOS Press, Amsterdam, The Netherlands, The Netherlands, 2006, ISBN: 1-58603-698-X. Links | BibTeX | Tags: Natural Language Processing, Reference Parsing, Tagging Legal Texts @inproceedings{deMaat:2006:ADR:1563577.1563583b,
title = {Automated Detection of Reference Structures in Law},
author = {Emile de Maat and Radboud Winkels and Tom van Engers},
url = {http://dl.acm.org/citation.cfm?id=1563577.1563583},
isbn = {1-58603-698-X},
year = {2006},
date = {2006-01-01},
booktitle = {Proceedings of the 2006 Conference on Legal Knowledge and Information Systems: JURIX 2006: The Nineteenth Annual Conference},
pages = {41--50},
publisher = {IOS Press},
address = {Amsterdam, The Netherlands, The Netherlands},
keywords = {Natural Language Processing, Reference Parsing, Tagging Legal Texts},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Felfernig, Alexander; Friedrich, Gerhard; Jannach, Dietmar; Zanker, Markus An integrated environment for the development of knowledge-based recommender applications Journal Article International Journal of Electronic Commerce, 11 (2), pp. 11–34, 2006. BibTeX | Tags: @article{felfernig2006integratedb,
title = {An integrated environment for the development of knowledge-based recommender applications},
author = {Alexander Felfernig and Gerhard Friedrich and Dietmar Jannach and Markus Zanker},
year = {2006},
date = {2006-01-01},
journal = {International Journal of Electronic Commerce},
volume = {11},
number = {2},
pages = {11--34},
publisher = {Taylor & Francis},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Chung, Lawrence; Supakkul, Sam Capturing and Reusing Functional and Non-functional Requirements Knowledge: A Goal-Object Pattern Approach Journal Article 2006 IEEE International Conference on Information Reuse & Integration, pp. 539-544, 2006. BibTeX | Tags: @article{Chung2006CapturingAR,
title = {Capturing and Reusing Functional and Non-functional Requirements Knowledge: A Goal-Object Pattern Approach},
author = {Lawrence Chung and Sam Supakkul},
year = {2006},
date = {2006-01-01},
journal = {2006 IEEE International Conference on Information Reuse & Integration},
pages = {539-544},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
2005
|
Vidal, E; Thollard, F; de la Higuera, C; Casacuberta, F; Carrasco, R C Probabilistic finite-state machines - part I Journal Article IEEE Transactions on Pattern Analysis and Machine Intelligence, 27 (7), pp. 1013-1025, 2005, ISSN: 0162-8828. Links | BibTeX | Tags: Automated;Sequence Alignment;Sequence Analysis;Signal Processing, Computer-Assisted, Computer-Assisted;Pattern Recognition, Statistical;Natural Language Processing;Numerical Analysis @article{1432736,
title = {Probabilistic finite-state machines - part I},
author = {E Vidal and F Thollard and C de la Higuera and F Casacuberta and R C Carrasco},
doi = {10.1109/TPAMI.2005.147},
issn = {0162-8828},
year = {2005},
date = {2005-07-01},
journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
volume = {27},
number = {7},
pages = {1013-1025},
keywords = {Automated;Sequence Alignment;Sequence Analysis;Signal Processing, Computer-Assisted, Computer-Assisted;Pattern Recognition, Statistical;Natural Language Processing;Numerical Analysis},
pubstate = {published},
tppubtype = {article}
}
|
Zhu, Xuefeng; Jin, Zhi Inconsistency measurement of software requirements specifications: an ontology-based approach Inproceedings 10th IEEE International Conference on Engineering of Complex Computer Systems (ICECCS'05), pp. 402-410, 2005. Links | BibTeX | Tags: @inproceedings{1467922b,
title = {Inconsistency measurement of software requirements specifications: an ontology-based approach},
author = {Xuefeng Zhu and Zhi Jin},
doi = {10.1109/ICECCS.2005.55},
year = {2005},
date = {2005-06-01},
booktitle = {10th IEEE International Conference on Engineering of Complex Computer Systems (ICECCS'05)},
pages = {402-410},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Krzysztof, Czarnecki; Simon, Helsen; Ulrich, Eisenecker Formalizing cardinality-based feature models and their specialization Journal Article Software Process: Improvement and Practice, 10 (1), pp. 7-29, 2005. Abstract | Links | BibTeX | Tags: domain analysis, software configuration, Software product lines, system families @article{doi:10.1002/spip.213b,
title = {Formalizing cardinality-based feature models and their specialization},
author = {Czarnecki Krzysztof and Helsen Simon and Eisenecker Ulrich},
url = {https://onlinelibrary.wiley.com/doi/abs/10.1002/spip.213},
doi = {10.1002/spip.213},
year = {2005},
date = {2005-03-09},
journal = {Software Process: Improvement and Practice},
volume = {10},
number = {1},
pages = {7-29},
abstract = {Abstract Feature modeling is an important approach to capture the commonalities and variabilities in system families and product lines. Cardinality-based feature modeling integrates a number of existing extensions of the original feature-modeling notation from Feature-Oriented Domain Analysis. Staged configuration is a process that allows the incremental configuration of cardinality-based feature models. It can be achieved by performing a step-wise specialization of the feature model. In this article, we argue that cardinality-based feature models can be interpreted as a special class of context-free grammars. We make this precise by specifying a translation from a feature model into a context-free grammar. Consequently, we provide a semantic interpretation for cardinality-based feature models by assigning an appropriate semantics to the language recognized by the corresponding grammar. Finally, we give an account on how feature model specialization can be formalized as transformations on the grammar equivalent of feature models. Copyright © 2005 John Wiley & Sons, Ltd.},
keywords = {domain analysis, software configuration, Software product lines, system families},
pubstate = {published},
tppubtype = {article}
}
Abstract Feature modeling is an important approach to capture the commonalities and variabilities in system families and product lines. Cardinality-based feature modeling integrates a number of existing extensions of the original feature-modeling notation from Feature-Oriented Domain Analysis. Staged configuration is a process that allows the incremental configuration of cardinality-based feature models. It can be achieved by performing a step-wise specialization of the feature model. In this article, we argue that cardinality-based feature models can be interpreted as a special class of context-free grammars. We make this precise by specifying a translation from a feature model into a context-free grammar. Consequently, we provide a semantic interpretation for cardinality-based feature models by assigning an appropriate semantics to the language recognized by the corresponding grammar. Finally, we give an account on how feature model specialization can be formalized as transformations on the grammar equivalent of feature models. Copyright © 2005 John Wiley & Sons, Ltd. |
Dahlstedt, Åsa G; Persson, Anne Requirements Interdependencies: State of the Art and Future Challenges Book Chapter Engineering and Managing Software Requirements, pp. 95–116, Springer Berlin Heidelberg, Berlin, Heidelberg, 2005, ISBN: 978-3-540-28244-0. Abstract | Links | BibTeX | Tags: @inbook{Dahlstedt2005b,
title = {Requirements Interdependencies: State of the Art and Future Challenges},
author = {r{A}sa G Dahlstedt and Anne Persson},
url = {https://doi.org/10.1007/3-540-28244-0_5},
doi = {10.1007/3-540-28244-0_5},
isbn = {978-3-540-28244-0},
year = {2005},
date = {2005-01-01},
booktitle = {Engineering and Managing Software Requirements},
pages = {95--116},
publisher = {Springer Berlin Heidelberg},
address = {Berlin, Heidelberg},
abstract = {It is well acknowledged in practice as well as in research that requirements are related to each other and that these relationships affect software development work in various ways. This chapter addresses requirements interdependencies, starting from a traceability perspective. The focus of the chapter is on giving an overview of requirements interdependency research and on synthesizing this into a model of fundamental interdependency types and a research agenda for the area. Furthermore, a description of how knowledge about requirements interdependencies can facilitate various activities within software engineering is provided. The main challenges for the future are to understand the nature of requirements interdependencies and to develop approaches that enable to identify, describe and effectively deal with them in the software development process.},
keywords = {},
pubstate = {published},
tppubtype = {inbook}
}
It is well acknowledged in practice as well as in research that requirements are related to each other and that these relationships affect software development work in various ways. This chapter addresses requirements interdependencies, starting from a traceability perspective. The focus of the chapter is on giving an overview of requirements interdependency research and on synthesizing this into a model of fundamental interdependency types and a research agenda for the area. Furthermore, a description of how knowledge about requirements interdependencies can facilitate various activities within software engineering is provided. The main challenges for the future are to understand the nature of requirements interdependencies and to develop approaches that enable to identify, describe and effectively deal with them in the software development process. |
Zimmermann, Andreas; Specht, Marcus; Lorenz, Andreas Personalization and context management Journal Article User Modeling and User-Adapted Interaction, 15 (3), pp. 275–302, 2005. BibTeX | Tags: @article{zimmermann2005personalizationb,
title = {Personalization and context management},
author = {Andreas Zimmermann and Marcus Specht and Andreas Lorenz},
year = {2005},
date = {2005-01-01},
journal = {User Modeling and User-Adapted Interaction},
volume = {15},
number = {3},
pages = {275--302},
publisher = {Springer},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Adomavicius, Gediminas; Tuzhilin, Alexander Toward the next generation of recommender systems: A survey of the state-of-the-art and possible extensions Journal Article IEEE transactions on knowledge and data engineering, 17 (6), pp. 734–749, 2005. BibTeX | Tags: @article{adomavicius2005towardb,
title = {Toward the next generation of recommender systems: A survey of the state-of-the-art and possible extensions},
author = {Gediminas Adomavicius and Alexander Tuzhilin},
year = {2005},
date = {2005-01-01},
journal = {IEEE transactions on knowledge and data engineering},
volume = {17},
number = {6},
pages = {734--749},
publisher = {IEEE},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
O'Donovan, John; Smyth, Barry Trust in recommender systems Inproceedings Proceedings of the 10th international conference on Intelligent user interfaces, pp. 167–174, ACM 2005. BibTeX | Tags: @inproceedings{o2005trustb,
title = {Trust in recommender systems},
author = {John O'Donovan and Barry Smyth},
year = {2005},
date = {2005-01-01},
booktitle = {Proceedings of the 10th international conference on Intelligent user interfaces},
pages = {167--174},
organization = {ACM},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Polat, Huseyin; Du, Wenliang SVD-based collaborative filtering with privacy Inproceedings Proceedings of the 2005 ACM symposium on Applied computing, pp. 791–795, ACM 2005. BibTeX | Tags: @inproceedings{polat2005svdb,
title = {SVD-based collaborative filtering with privacy},
author = {Huseyin Polat and Wenliang Du},
year = {2005},
date = {2005-01-01},
booktitle = {Proceedings of the 2005 ACM symposium on Applied computing},
pages = {791--795},
organization = {ACM},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Pedersen, Ted; Kulkarni, Anagba Identifying Similar Words and Contexts in Natural Language with SenseClusters Inproceedings Proceedings of the 20th National Conference on Artificial Intelligence - Volume 4, pp. 1694–1695, AAAI Press, Pittsburgh, Pennsylvania, 2005, ISBN: 1-57735-236-x. Links | BibTeX | Tags: @inproceedings{Pedersen:2005:ISW:1619566.1619620,
title = {Identifying Similar Words and Contexts in Natural Language with SenseClusters},
author = {Ted Pedersen and Anagba Kulkarni},
url = {http://dl.acm.org/citation.cfm?id=1619566.1619620},
isbn = {1-57735-236-x},
year = {2005},
date = {2005-01-01},
booktitle = {Proceedings of the 20th National Conference on Artificial Intelligence - Volume 4},
pages = {1694--1695},
publisher = {AAAI Press},
address = {Pittsburgh, Pennsylvania},
series = {AAAI'05},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Pohl, Klaus; Böckle, Günter; van der Linden, Frank J Software Product Line Engineering: Foundations, Principles and Techniques Book Springer-Verlag, Berlin, Heidelberg, 2005, ISBN: 3540243720. BibTeX | Tags: @book{Pohl:2005:SPL:1095605,
title = {Software Product Line Engineering: Foundations, Principles and Techniques},
author = {Klaus Pohl and G\"{u}nter B\"{o}ckle and Frank J van der Linden},
isbn = {3540243720},
year = {2005},
date = {2005-01-01},
publisher = {Springer-Verlag},
address = {Berlin, Heidelberg},
keywords = {},
pubstate = {published},
tppubtype = {book}
}
|
Svahnberg, Mikael; van Gurp, Jilles; Bosch, Jan A Taxonomy of Variability Realization Techniques: Research Articles Journal Article Softw. Pract. Exper., 35 (8), pp. 705–754, 2005, ISSN: 0038-0644. Links | BibTeX | Tags: development process, software architecture, software product families, variability, variability realization techniques @article{Svahnberg:2005:TVR:1070904.1070905,
title = {A Taxonomy of Variability Realization Techniques: Research Articles},
author = {Mikael Svahnberg and Jilles van Gurp and Jan Bosch},
url = {http://dx.doi.org/10.1002/spe.v35:8},
doi = {10.1002/spe.v35:8},
issn = {0038-0644},
year = {2005},
date = {2005-01-01},
journal = {Softw. Pract. Exper.},
volume = {35},
number = {8},
pages = {705--754},
publisher = {John Wiley & Sons, Inc.},
address = {New York, NY, USA},
keywords = {development process, software architecture, software product families, variability, variability realization techniques},
pubstate = {published},
tppubtype = {article}
}
|
Du, Gengshen; Ruhe, Günther Identification of question types and answer types for an explanation component in software release planning Inproceedings pp. 193-194, 2005. Links | BibTeX | Tags: @inproceedings{inproceedings,
title = {Identification of question types and answer types for an explanation component in software release planning},
author = {Gengshen Du and G\"{u}nther Ruhe},
doi = {10.1145/1088622.1088664},
year = {2005},
date = {2005-01-01},
pages = {193-194},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
2004
|
Junker, Ulrich QUICKXPLAIN: Preferred Explanations and Relaxations for Over-constrained Problems Inproceedings Proceedings of the 19th National Conference on Artifical Intelligence, pp. 167–172, AAAI Press, San Jose, California, 2004, ISBN: 0-262-51183-5. Links | BibTeX | Tags: @inproceedings{Junker:2004:QPE:1597148.1597177b,
title = {QUICKXPLAIN: Preferred Explanations and Relaxations for Over-constrained Problems},
author = {Ulrich Junker},
url = {http://dl.acm.org/citation.cfm?id=1597148.1597177},
isbn = {0-262-51183-5},
year = {2004},
date = {2004-01-01},
booktitle = {Proceedings of the 19th National Conference on Artifical Intelligence},
pages = {167--172},
publisher = {AAAI Press},
address = {San Jose, California},
series = {AAAI'04},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Felfernig, Alexander; Friedrich, Gerhard; Jannach, Dietmar; Stumptner, Markus Consistency-based diagnosis of configuration knowledge bases Journal Article Artificial Intelligence, 152 (2), pp. 213–234, 2004. BibTeX | Tags: @article{felfernig2004consistencyb,
title = {Consistency-based diagnosis of configuration knowledge bases},
author = {Alexander Felfernig and Gerhard Friedrich and Dietmar Jannach and Markus Stumptner},
year = {2004},
date = {2004-01-01},
journal = {Artificial Intelligence},
volume = {152},
number = {2},
pages = {213--234},
publisher = {Elsevier},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Setten, Mark Van; Pokraev, Stanislav; Koolwaaij, Johan Context-aware recommendations in the mobile tourist application COMPASS Inproceedings Adaptive hypermedia and adaptive web-based systems, pp. 515–548, Springer 2004. BibTeX | Tags: @inproceedings{van2004contextb,
title = {Context-aware recommendations in the mobile tourist application COMPASS},
author = {Mark Van Setten and Stanislav Pokraev and Johan Koolwaaij},
year = {2004},
date = {2004-01-01},
booktitle = {Adaptive hypermedia and adaptive web-based systems},
pages = {515--548},
organization = {Springer},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Junker, Ulrich Preferred explanations and relaxations for over-constrained problems Inproceedings AAAI-2004, 2004. BibTeX | Tags: @inproceedings{junker2004preferredb,
title = {Preferred explanations and relaxations for over-constrained problems},
author = {Ulrich Junker},
year = {2004},
date = {2004-01-01},
booktitle = {AAAI-2004},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Lehtola, Laura; Kauppinen, Marjo; Kujala, Sari Requirements Prioritization Challenges in Practice Inproceedings Bomarius, Frank; Iida, Hajimu (Ed.): Product Focused Software Process Improvement, pp. 497–508, Springer Berlin Heidelberg, Berlin, Heidelberg, 2004, ISBN: 978-3-540-24659-6. Abstract | BibTeX | Tags: @inproceedings{10.1007/978-3-540-24659-6_36,
title = {Requirements Prioritization Challenges in Practice},
author = {Laura Lehtola and Marjo Kauppinen and Sari Kujala},
editor = {Frank Bomarius and Hajimu Iida},
isbn = {978-3-540-24659-6},
year = {2004},
date = {2004-01-01},
booktitle = {Product Focused Software Process Improvement},
pages = {497--508},
publisher = {Springer Berlin Heidelberg},
address = {Berlin, Heidelberg},
abstract = {Requirements prioritization is recognized as an important activity in product development. In this paper, we describe the current state of requirements prioritization practices in two case companies and present the practical challenges involved. Our study showed that requirements prioritization is an ambiguous concept and current practices in the companies are informal. Requirements prioritization requires complex context-specific decision-making and must be performed iteratively in many phases during development work. Practitioners are seeking more systematic ways to prioritize requirements but they find it difficult to pay attention to all the relevant factors that have an effect on priorities and explicitly to draw different stakeholder views together. In addition, practitioners need more information about real customer preferences.},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Requirements prioritization is recognized as an important activity in product development. In this paper, we describe the current state of requirements prioritization practices in two case companies and present the practical challenges involved. Our study showed that requirements prioritization is an ambiguous concept and current practices in the companies are informal. Requirements prioritization requires complex context-specific decision-making and must be performed iteratively in many phases during development work. Practitioners are seeking more systematic ways to prioritize requirements but they find it difficult to pay attention to all the relevant factors that have an effect on priorities and explicitly to draw different stakeholder views together. In addition, practitioners need more information about real customer preferences. |
2003
|
Heumesser, Nadine; Houdek, Frank Towards Systematic Recycling of Systems Requirements Inproceedings Proceedings of the 25th International Conference on Software Engineering, pp. 512–519, IEEE Computer Society, Portland, Oregon, 2003, ISBN: 0-7695-1877-X. Links | BibTeX | Tags: @inproceedings{Heumesser:2003:TSR:776816.776881b,
title = {Towards Systematic Recycling of Systems Requirements},
author = {Nadine Heumesser and Frank Houdek},
url = {http://dl.acm.org/citation.cfm?id=776816.776881},
isbn = {0-7695-1877-X},
year = {2003},
date = {2003-01-01},
booktitle = {Proceedings of the 25th International Conference on Software Engineering},
pages = {512--519},
publisher = {IEEE Computer Society},
address = {Portland, Oregon},
series = {ICSE '03},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Miller, Bradley N; Albert, Istvan; Lam, Shyong K; Konstan, Joseph A; Riedl, John MovieLens unplugged: experiences with an occasionally connected recommender system Inproceedings Proceedings of the 8th international conference on Intelligent user interfaces, pp. 263–266, ACM 2003. BibTeX | Tags: @inproceedings{miller2003movielensb,
title = {MovieLens unplugged: experiences with an occasionally connected recommender system},
author = {Bradley N Miller and Istvan Albert and Shyong K Lam and Joseph A Konstan and John Riedl},
year = {2003},
date = {2003-01-01},
booktitle = {Proceedings of the 8th international conference on Intelligent user interfaces},
pages = {263--266},
organization = {ACM},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Palmirani, Monica; Brighi, Raffaella; Massini, Matteo Automated Extraction of Normative References in Legal Texts Inproceedings Proceedings of the 9th International Conference on Artificial Intelligence and Law, pp. 105–106, ACM, Scotland, United Kingdom, 2003, ISBN: 1-58113-747-8. Links | BibTeX | Tags: @inproceedings{Palmirani:2003:AEN:1047788.1047815,
title = {Automated Extraction of Normative References in Legal Texts},
author = {Monica Palmirani and Raffaella Brighi and Matteo Massini},
url = {http://doi.acm.org/10.1145/1047788.1047815},
doi = {10.1145/1047788.1047815},
isbn = {1-58113-747-8},
year = {2003},
date = {2003-01-01},
booktitle = {Proceedings of the 9th International Conference on Artificial Intelligence and Law},
pages = {105--106},
publisher = {ACM},
address = {Scotland, United Kingdom},
series = {ICAIL '03},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
2002
|
Wahono, R S; Cheng, Jingde Extensible requirements patterns of web application for efficient web application development Inproceedings First International Symposium on Cyber Worlds, 2002. Proceedings., pp. 412-418, 2002. Links | BibTeX | Tags: @inproceedings{1180908,
title = {Extensible requirements patterns of web application for efficient web application development},
author = {R S Wahono and Jingde Cheng},
doi = {10.1109/CW.2002.1180908},
year = {2002},
date = {2002-11-01},
booktitle = {First International Symposium on Cyber Worlds, 2002. Proceedings.},
pages = {412-418},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Carlshamre, Pär Release Planning in Market-Driven Software Product Development: Provoking an Understanding Journal Article Requirements Engineering, 7 (3), pp. 139–151, 2002, ISSN: 1432-010X. Links | BibTeX | Tags: @article{Carlshamre2002b,
title = {Release Planning in Market-Driven Software Product Development: Provoking an Understanding},
author = {P\"{a}r Carlshamre},
url = {https://doi.org/10.1007/s007660200010},
doi = {10.1007/s007660200010},
issn = {1432-010X},
year = {2002},
date = {2002-09-01},
journal = {Requirements Engineering},
volume = {7},
number = {3},
pages = {139--151},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
och Dag, Johan Natt; Regnell, Björn; Carlshamre, Pär; Andersson, Michael; Karlsson, Joachim A Feasibility Study of Automated Natural Language Requirements Analysis Journal Article Requirements Engineering, 7 (1), pp. 20–33, 2002, ISSN: 1432-010X. Links | BibTeX | Tags: @article{NattochDag2002b,
title = {A Feasibility Study of Automated Natural Language Requirements Analysis},
author = {Johan Natt och Dag and Bj\"{o}rn Regnell and P\"{a}r Carlshamre and Michael Andersson and Joachim Karlsson},
url = {https://doi.org/10.1007/s007660200002},
doi = {10.1007/s007660200002},
issn = {1432-010X},
year = {2002},
date = {2002-01-01},
journal = {Requirements Engineering},
volume = {7},
number = {1},
pages = {20--33},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Melville, Prem; Mooney, Raymond J; Nagarajan, Ramadass Content-boosted collaborative filtering for improved recommendations Inproceedings Aaai/iaai, pp. 187–192, 2002. BibTeX | Tags: @inproceedings{melville2002contentb,
title = {Content-boosted collaborative filtering for improved recommendations},
author = {Prem Melville and Raymond J Mooney and Ramadass Nagarajan},
year = {2002},
date = {2002-01-01},
booktitle = {Aaai/iaai},
pages = {187--192},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Rashid, Al Mamunur; Albert, Istvan; Cosley, Dan; Lam, Shyong K; McNee, Sean M; Konstan, Joseph A; Riedl, John Getting to know you: learning new user preferences in recommender systems Inproceedings Proceedings of the 7th international conference on Intelligent user interfaces, pp. 127–134, ACM 2002. BibTeX | Tags: @inproceedings{rashid2002gettingb,
title = {Getting to know you: learning new user preferences in recommender systems},
author = {Al Mamunur Rashid and Istvan Albert and Dan Cosley and Shyong K Lam and Sean M McNee and Joseph A Konstan and John Riedl},
year = {2002},
date = {2002-01-01},
booktitle = {Proceedings of the 7th international conference on Intelligent user interfaces},
pages = {127--134},
organization = {ACM},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Simons, Patrik; Niemelá, Ilkka; Soininen, Timo Extending and Implementing the Stable Model Semantics Journal Article Artif. Intell., 138 (1-2), pp. 181–234, 2002, ISSN: 0004-3702. Links | BibTeX | Tags: answer set programming, logic programs, optimization, stable model semantics, weight constraints @article{Simons:2002:EIS:570389.570396,
title = {Extending and Implementing the Stable Model Semantics},
author = {Patrik Simons and Ilkka Niemel\'{a} and Timo Soininen},
url = {http://dx.doi.org/10.1016/S0004-3702(02)00187-X},
doi = {10.1016/S0004-3702(02)00187-X},
issn = {0004-3702},
year = {2002},
date = {2002-01-01},
journal = {Artif. Intell.},
volume = {138},
number = {1-2},
pages = {181--234},
publisher = {Elsevier Science Publishers Ltd.},
address = {Essex, UK},
keywords = {answer set programming, logic programs, optimization, stable model semantics, weight constraints},
pubstate = {published},
tppubtype = {article}
}
|
Toval, Ambrosio; Nicolás, Joaquín; ñ, Bego; García, Fernando Requirements Reuse for Improving Information Systems Security: A Practitioner's Approach Journal Article Requirements Engineering, 6 (4), pp. 205–219, 2002, ISSN: 1432-010X. Links | BibTeX | Tags: @article{Toval2002,
title = {Requirements Reuse for Improving Information Systems Security: A Practitioner's Approach},
author = {Ambrosio Toval and Joaqu\'{i}n Nicol\'{a}s and Bego{\~{n}}a Moros and Fernando Garc\'{i}a},
url = {https://doi.org/10.1007/PL00010360},
doi = {10.1007/PL00010360},
issn = {1432-010X},
year = {2002},
date = {2002-01-01},
journal = {Requirements Engineering},
volume = {6},
number = {4},
pages = {205--219},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
och Dag, Johan Natt; Regnell, Björn; Carlshamre, Pär; Andersson, Michael; Karlsson, Joachim A Feasibility Study of Automated Natural Language Requirements Analysis Journal Article Requirements Engineering, 7 (1), pp. 20–33, 2002, ISSN: 1432-010X. Links | BibTeX | Tags: @article{NattochDag2002b,
title = {A Feasibility Study of Automated Natural Language Requirements Analysis},
author = {Johan Natt och Dag and Bj\"{o}rn Regnell and P\"{a}r Carlshamre and Michael Andersson and Joachim Karlsson},
url = {https://doi.org/10.1007/s007660200002},
doi = {10.1007/s007660200002},
issn = {1432-010X},
year = {2002},
date = {2002-01-01},
journal = {Requirements Engineering},
volume = {7},
number = {1},
pages = {20--33},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
2001
|
Dag, Johan Natt Och; Regnell, Björn; Carlshamre, Pär; Andersson, Michael; Karlsson, Joachim Evaluating Automated Support for Requirements Similarity Analysis in Market-Driven Development Inproceedings In Seventh International Workshop on Requirements Engineering: Foundation for Software Quality (REFSQ’01, 2001. BibTeX | Tags: @inproceedings{Dag01evaluatingautomatedb,
title = {Evaluating Automated Support for Requirements Similarity Analysis in Market-Driven Development},
author = {Johan Natt Och Dag and Bj\"{o}rn Regnell and P\"{a}r Carlshamre and Michael Andersson and Joachim Karlsson},
year = {2001},
date = {2001-01-01},
booktitle = {In Seventh International Workshop on Requirements Engineering: Foundation for Software Quality (REFSQ’01},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Felfernig, Alexander; Friedrich, Gerhard; Jannach, Dietmar UML As Domain Specific Language For The Construction Of Knowledge-Based Configuration Systems Journal Article 2001. BibTeX | Tags: @article{articlegb,
title = {UML As Domain Specific Language For The Construction Of Knowledge-Based Configuration Systems},
author = {Alexander Felfernig and Gerhard Friedrich and Dietmar Jannach},
year = {2001},
date = {2001-01-01},
booktitle = {International Journal of Software Engineering and Knowledge Engineering},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Felfernig, Alexander; Friedrich, Gerhard; DietmarJannach, Conceptual modeling for configuration of mass-customizable products Journal Article 15 (2), pp. 165 - 176, 2001, ISSN: 0954-1810. Links | BibTeX | Tags: Conceptual modeling, Diagnosis, Knowledge acquisition, Product configuration @article{FELFERNIG2001165b,
title = {Conceptual modeling for configuration of mass-customizable products},
author = {Alexander Felfernig and Gerhard Friedrich and DietmarJannach},
url = {http://www.sciencedirect.com/science/article/pii/S0954181001000164},
doi = {https://doi.org/10.1016/S0954-1810(01)00016-4},
issn = {0954-1810},
year = {2001},
date = {2001-01-01},
volume = {15},
number = {2},
pages = {165 - 176},
keywords = {Conceptual modeling, Diagnosis, Knowledge acquisition, Product configuration},
pubstate = {published},
tppubtype = {article}
}
|
Kim, Jong Woo; Lee, Byung Hun; Shaw, Michael J; Chang, Hsin-Lu; Nelson, Matthew Application of decision-tree induction techniques to personalized advertisements on internet storefronts Journal Article International Journal of Electronic Commerce, 5 (3), pp. 45–62, 2001. BibTeX | Tags: @article{kim2001applicationb,
title = {Application of decision-tree induction techniques to personalized advertisements on internet storefronts},
author = {Jong Woo Kim and Byung Hun Lee and Michael J Shaw and Hsin-Lu Chang and Matthew Nelson},
year = {2001},
date = {2001-01-01},
journal = {International Journal of Electronic Commerce},
volume = {5},
number = {3},
pages = {45--62},
publisher = {Taylor & Francis},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
The next release problem Journal Article Information and software technology, 43 (14), pp. 883–890, 2001. BibTeX | Tags: @article{Bagnall2001,
title = {The next release problem},
year = {2001},
date = {2001-01-01},
journal = {Information and software technology},
volume = {43},
number = {14},
pages = {883--890},
publisher = {Elsevier},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Carlshamre, Pär; Sandahl, Kristian; Lindvall, Mikael; Regnell, Björn; Dag, Johan Nattoch An Industrial Survey of Requirements Interdependencies in Software Product Release Plannin Inproceedings Proceedings of the Fifth IEEE International Symposium on Requirements Engineering, pp. 84–, IEEE Computer Society, Washington, DC, USA, 2001. Links | BibTeX | Tags: @inproceedings{Carlshamre:2001:ISR:882477.883633,
title = {An Industrial Survey of Requirements Interdependencies in Software Product Release Plannin},
author = {P\"{a}r Carlshamre and Kristian Sandahl and Mikael Lindvall and Bj\"{o}rn Regnell and Johan Nattoch Dag},
url = {http://dl.acm.org/citation.cfm?id=882477.883633},
year = {2001},
date = {2001-01-01},
booktitle = {Proceedings of the Fifth IEEE International Symposium on Requirements Engineering},
pages = {84--},
publisher = {IEEE Computer Society},
address = {Washington, DC, USA},
series = {RE '01},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
2000
|
Bosch, Jan Design and Use of Software Architectures: Adopting and Evolving a Product-line Approach Book ACM Press/Addison-Wesley Publishing Co., New York, NY, USA, 2000, ISBN: 0-201-67494-7. BibTeX | Tags: @book{Bosch:2000:DUS:339362b,
title = {Design and Use of Software Architectures: Adopting and Evolving a Product-line Approach},
author = {Jan Bosch},
isbn = {0-201-67494-7},
year = {2000},
date = {2000-01-01},
publisher = {ACM Press/Addison-Wesley Publishing Co.},
address = {New York, NY, USA},
keywords = {},
pubstate = {published},
tppubtype = {book}
}
|
Billsus, Daniel; Pazzani, Michael J User modeling for adaptive news access Journal Article User modeling and user-adapted interaction, 10 (2-3), pp. 147–180, 2000. BibTeX | Tags: @article{billsus2000userb,
title = {User modeling for adaptive news access},
author = {Daniel Billsus and Michael J Pazzani},
year = {2000},
date = {2000-01-01},
journal = {User modeling and user-adapted interaction},
volume = {10},
number = {2-3},
pages = {147--180},
publisher = {Springer},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Trewin, Shari Knowledge-based recommender systems Journal Article Encyclopedia of library and information science, 69 (Supplement 32), pp. 180, 2000. BibTeX | Tags: @article{trewin2000knowledgeb,
title = {Knowledge-based recommender systems},
author = {Shari Trewin},
year = {2000},
date = {2000-01-01},
journal = {Encyclopedia of library and information science},
volume = {69},
number = {Supplement 32},
pages = {180},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Pennock, David M; Horvitz, Eric; Lawrence, Steve; Giles, Lee C Collaborative filtering by personality diagnosis: A hybrid memory-and model-based approach Inproceedings Proceedings of the Sixteenth conference on Uncertainty in artificial intelligence, pp. 473–480, Morgan Kaufmann Publishers Inc. 2000. BibTeX | Tags: @inproceedings{pennock2000collaborativeb,
title = {Collaborative filtering by personality diagnosis: A hybrid memory-and model-based approach},
author = {David M Pennock and Eric Horvitz and Steve Lawrence and Lee C Giles},
year = {2000},
date = {2000-01-01},
booktitle = {Proceedings of the Sixteenth conference on Uncertainty in artificial intelligence},
pages = {473--480},
organization = {Morgan Kaufmann Publishers Inc.},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Fu, Xiaobin; Budzik, Jay; Hammond, Kristian J Mining navigation history for recommendation Inproceedings Proceedings of the 5th international conference on Intelligent user interfaces, pp. 106–112, ACM 2000. BibTeX | Tags: @inproceedings{fu2000miningb,
title = {Mining navigation history for recommendation},
author = {Xiaobin Fu and Jay Budzik and Kristian J Hammond},
year = {2000},
date = {2000-01-01},
booktitle = {Proceedings of the 5th international conference on Intelligent user interfaces},
pages = {106--112},
organization = {ACM},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Cotter, Paul; Smyth, Barry Ptv: Intelligent personalised tv guides Inproceedings AAAI/IAAI, pp. 957–964, 2000. BibTeX | Tags: @inproceedings{cotter2000ptvb,
title = {Ptv: Intelligent personalised tv guides},
author = {Paul Cotter and Barry Smyth},
year = {2000},
date = {2000-01-01},
booktitle = {AAAI/IAAI},
pages = {957--964},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Rine, David; Nada, Nader Empirical study of a software reuse reference model Journal Article 42 , pp. 47-65, 2000. BibTeX | Tags: @article{articlek,
title = {Empirical study of a software reuse reference model},
author = {David Rine and Nader Nada},
year = {2000},
date = {2000-01-01},
booktitle = {Information and Software Technology},
volume = {42},
pages = {47-65},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
1999
|
Raymond, Eric The cathedral and the bazaar Journal Article Knowledge, Technology & Policy, 12 (3), pp. 23–49, 1999, ISSN: 1874-6314. Abstract | Links | BibTeX | Tags: @article{Raymond1999,
title = {The cathedral and the bazaar},
author = {Eric Raymond},
url = {https://doi.org/10.1007/s12130-999-1026-0},
doi = {10.1007/s12130-999-1026-0},
issn = {1874-6314},
year = {1999},
date = {1999-09-01},
journal = {Knowledge, Technology & Policy},
volume = {12},
number = {3},
pages = {23--49},
abstract = {I anatomize a successful open-source project, fetchmail, that was run as a deliberate test of some theories about software engineering suggested by the history of Linux. I discuss these theories in terms of two fundamentally different development styles, the ``cathedral'' model, representing most of the commercial world, versus the ``bazaar'' model of the Linux world. I show that these models derive from opposing assumptions about the nature of the software-debugging task. I then make a sustained argument from the Linux experience for the proposition that ``Given enough eyeballs, all bugs are shallow,'' suggest productive analogies with other self-correcting systems of selfish agents, and conclude with some exploration of the implications of this insight for the future of software.},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
I anatomize a successful open-source project, fetchmail, that was run as a deliberate test of some theories about software engineering suggested by the history of Linux. I discuss these theories in terms of two fundamentally different development styles, the ``cathedral'' model, representing most of the commercial world, versus the ``bazaar'' model of the Linux world. I show that these models derive from opposing assumptions about the nature of the software-debugging task. I then make a sustained argument from the Linux experience for the proposition that ``Given enough eyeballs, all bugs are shallow,'' suggest productive analogies with other self-correcting systems of selfish agents, and conclude with some exploration of the implications of this insight for the future of software. |
Hofmann, Thomas Probabilistic Latent Semantic Indexing Inproceedings Proceedings of the 22Nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 50–57, ACM, Berkeley, California, USA, 1999, ISBN: 1-58113-096-1. Links | BibTeX | Tags: @inproceedings{Hofmann:1999:PLS:312624.312649b,
title = {Probabilistic Latent Semantic Indexing},
author = {Thomas Hofmann},
url = {http://doi.acm.org/10.1145/312624.312649},
doi = {10.1145/312624.312649},
isbn = {1-58113-096-1},
year = {1999},
date = {1999-01-01},
booktitle = {Proceedings of the 22Nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval},
pages = {50--57},
publisher = {ACM},
address = {Berkeley, California, USA},
series = {SIGIR '99},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Hofmann, Thomas; Puzicha, Jan Latent class models for collaborative filtering Inproceedings IJCAI, 1999. BibTeX | Tags: @inproceedings{hofmann1999latentb,
title = {Latent class models for collaborative filtering},
author = {Thomas Hofmann and Jan Puzicha},
year = {1999},
date = {1999-01-01},
booktitle = {IJCAI},
volume = {99},
number = {1999},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Mannion, Mike; Kaindl, Hermann; Wheadon, Joe; Keepence, Barry Reusing Single System Requirements from Application Family Requirements Inproceedings Proceedings of the 21st International Conference on Software Engineering, pp. 453–462, ACM, Los Angeles, California, USA, 1999, ISBN: 1-58113-074-0. Links | BibTeX | Tags: application family, domain analysis, Requirements, Reuse @inproceedings{Mannion:1999:RSS:302405.302677,
title = {Reusing Single System Requirements from Application Family Requirements},
author = {Mike Mannion and Hermann Kaindl and Joe Wheadon and Barry Keepence},
url = {http://doi.acm.org/10.1145/302405.302677},
doi = {10.1145/302405.302677},
isbn = {1-58113-074-0},
year = {1999},
date = {1999-01-01},
booktitle = {Proceedings of the 21st International Conference on Software Engineering},
pages = {453--462},
publisher = {ACM},
address = {Los Angeles, California, USA},
series = {ICSE '99},
keywords = {application family, domain analysis, Requirements, Reuse},
pubstate = {published},
tppubtype = {inproceedings}
}
|
1998
|
Burgess, Curt; Livesay, Kay; Lund, Kevin Explorations in Context Space: Words, Sentences, Discourse Journal Article 25 , pp. 211-257, 1998. BibTeX | Tags: @article{articleeb,
title = {Explorations in Context Space: Words, Sentences, Discourse},
author = {Curt Burgess and Kay Livesay and Kevin Lund},
year = {1998},
date = {1998-01-01},
booktitle = {Discourse Processes},
volume = {25},
pages = {211-257},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Darr, Timothy P; Klein, Mark; McGuinness, Deborah L Special Issue: Configuration Design Journal Article AI EDAM, 12 (4), pp. 293–294, 1998. Links | BibTeX | Tags: @article{DBLP:journals/aiedam/DarrKM98b,
title = {Special Issue: Configuration Design},
author = {Timothy P Darr and Mark Klein and Deborah L McGuinness},
url = {http://journals.cambridge.org/action/displayAbstract?aid=38637},
year = {1998},
date = {1998-01-01},
journal = {AI EDAM},
volume = {12},
number = {4},
pages = {293--294},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Foltz, Peter W; Kintsch, Walter; Landauer, Thomas K The measurement of textual coherence with latent semantic analysis Journal Article Discourse Processes, 25 (2-3), pp. 285-307, 1998. Links | BibTeX | Tags: @article{doi:10.1080/01638539809545029b,
title = {The measurement of textual coherence with latent semantic analysis},
author = {Peter W Foltz and Walter Kintsch and Thomas K Landauer},
url = {https://doi.org/10.1080/01638539809545029},
doi = {10.1080/01638539809545029},
year = {1998},
date = {1998-01-01},
journal = {Discourse Processes},
volume = {25},
number = {2-3},
pages = {285-307},
publisher = {Routledge},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
