Literature

Publications from the OpenReq Team

  • T. Johann, C. Stanik, A. M. Alizadeh, and W. Maalej, “SAFE: A Simple Approach for Feature Extraction from App Descriptions and App Reviews,2017 IEEE 25th International Requirements Engineering Conference (RE), Lisbon, 2017, pp. 21-30doi: 10.1109/RE.2017.71
  • Z. Kurtanović and W. Maalej, “Automatically Classifying Functional and Non-functional Requirements Using Supervised Machine Learning,” 2017 IEEE 25th International Requirements Engineering Conference (RE), Lisbon, 2017, pp. 490-495. doi: 10.1109/RE.2017.82
  • Z. Kurtanović and W. Maalej, “Mining User Rationale from Software Reviews,” 2017 IEEE 25th International Requirements Engineering Conference (RE), Lisbon, 2017, pp. 61-70. doi: 10.1109/RE.2017.86
  • A. Felfernig, L. Boratto, M. Stettinger, and M. Tkalcic, Group Recommender Systems, Springer, to appear, 2018.
  • A. Felfernig, R. Walter, J. Galindo, D. Benavides, M. Atas, S. Polat-Erdeniz, and S. Reiterer. Anytime Diagnosis for Reconfiguration, Journal of Intelligent Information Systems (JIIS), to appear, 2018.
  • M. Atas, A. Felfernig, M. Stettinger, and TNT. Tran. Beyond Item Recommendation: Using Recommendations to Stimulate Information Exchange in Group Decisions, 9th International Conference on Social Informatics (SocInfo 2017), Oxford, UK, pp. 368-377, 2017.
  • A. Felfernig, M. Stettinger, A. Falkner, M. Atas, X. Franch, and C. Palomares. OpenReq: Recommender Systems in Requirements Engineering, RS-BDA’17, pp. 1-4, Graz, Austria, 2017.

Publications related to the OpenReq project

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2016

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.

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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.

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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.

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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.

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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.

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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.

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2015

Stettinger, Martin; Felfernig, Alexander; Leitner, Gerhard; Reiterer, Stefan

Counteracting anchoring effects in group decision making Inproceedings

International Conference on User Modeling, Adaptation, and Personalization, pp. 118–130, Springer 2015.

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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, pp. 148–157, ACM 2015.

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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.

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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.

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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.

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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.

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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.

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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.

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Ricci, Francesco; Rokach, Lior; Shapira, Bracha

Recommender systems: introduction and challenges Incollection

Recommender systems handbook, pp. 1–34, Springer, 2015.

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Guy, Ido

Social recommender systems Incollection

Recommender Systems Handbook, pp. 511–543, Springer, 2015.

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2014

Mens, Kim; Lozano, Angela

Source code-based recommendation systems Incollection

Recommendation Systems in Software Engineering, pp. 93–130, Springer, 2014.

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Herzig, Kim; Zeller, Andreas

Mining Bug Data Incollection

Recommendation Systems in Software Engineering, pp. 131–171, Springer, 2014.

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Ying, Annie TT; Robillard, Martin P

Developer profiles for recommendation systems Incollection

Recommendation Systems in Software Engineering, pp. 199–222, Springer, 2014.

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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.

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Felfernig, Alexander; Hotz, Lothar; Bagley, Claire; Tiihonen, Juha

Knowledge-based configuration: From research to business cases Book

Newnes, 2014.

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Robillard, Martin P; Maalej, Walid; Walker, Robert J; Zimmermann, Thomas

Recommendation systems in software engineering Book

Springer Science & Business, 2014.

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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.

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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.

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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.

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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.

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Ninaus, Gerald; Felfernig, Alexander; Stettinger, Martin; Reiterer, Stefan; Leitner, Gerhard; Weninger, Leopold; Schanil, Walter

IntelliReq: Intelligent Techniques for Software Requirements Engineering Inproceedings

Proceedings of the Twenty-first European Conference on Artificial Intelligence, pp. 1161–1166, IOS Press 2014.

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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, Springer, 2014.

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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, Springer, 2014.

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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, Springer, 2014.

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2013

Felfernig, Alexander; Ninaus, Gerald; Grabner, H; Reinfrank, F; Weninger, L; Pagano, D; Maalej, Walid

An overview of recommender systems in requirements engineering Incollection

Managing requirements knowledge, pp. 315–332, Springer, 2013.

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Felfernig, Alexander; Ninaus, Gerald; Grabner, H; Reinfrank, F; Weninger, L; Pagano, D; Maalej, Walid

An overview of recommender systems in requirements engineering Incollection

Managing requirements knowledge, pp. 315–332, Springer, 2013.

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Dooms, Simon

Dynamic generation of personalized hybrid recommender systems Inproceedings

Proceedings of the 7th ACM conference on Recommender systems, pp. 443–446, ACM 2013.

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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.

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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.

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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.

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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.

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Felfernig, Alexander; Ninaus, Gerald; Grabner, H; Reinfrank, F; Weninger, L; Pagano, D; Maalej, Walid

An overview of recommender systems in requirements engineering Incollection

Managing requirements knowledge, pp. 315–332, Springer, 2013.

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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.

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2012

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.

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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.

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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.

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Jameson, Anthony

Choices and decisions of computer users Journal Article

The human-computer interaction handbook: Fundamentals, evolving technologies and emerging applications, 3 , 2012.

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2011

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.

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Felfernig, Alexander; Zehentner, Christoph; Ninaus, Gerald; Grabner, Harald; Maalej, Walid; Pagano, Dennis; Weninger, Leopold; Reinfrank, Florian

Group Decision Support for Requirements Negotiation. Inproceedings

UMAP Workshops, pp. 105–116, Springer 2011.

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2010

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.

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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.

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Jannach, Dietmar; Zanker, Markus; Felfernig, Alexander; Friedrich, Gerhard

Recommender systems: an introduction Book

Cambridge University Press, 2010.

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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.

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2009

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.

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88 entries « 1 of 2 »