Personal profile
Research interests
Alexander Felfernig is a full professor at the Graz University of Technology (Austria) since March 2009 and received his PhD in Computer Science from the University of Klagenfurt. He directs the Applied Software Engineering (ASE) research group. His research interests include configuration systems, recommender systems, model-based diagnosis, software requirements engineering, different aspects of human decision making, and knowledge acquisition methods. Alexander Felfernig has published numerous papers in renowned international conferences and journals (e.g., IJCAI, ECAI, ACM Recommender Systems, ACM Intelligent User Interfaces, AI Magazine, Artificial Intelligence, IEEE Transactions on Engineering Management, IEEE Intelligent Systems, Journal of Electronic Commerce) and is a co-author of the books on "Recommender Systems" published by Cambridge University Press and ”Knowledge-based Configuration – From Research to Business Cases” published by Elsevier/Morgan Kaufmann. He also acted as an organizer of international conferences and workshops such as the ACM Conference on Recommender Systems, the International Symposium on Methodologies for Intelligent Systems, and the International Workshop on Configuration. He is a member of the Editorial Board of Applied Intelligence and the Journal of Intelligent Information Systems. He currently manages two Horizon2020 research projects in the area of recommender systems and one Bridge1 research project on the national level that deals with the development of group decision technologies for complex products and services.
Austrian Fields of Study 2012 (6-stellig)
- 102022 Software development
- 102001 Artificial intelligence
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Collaborations and top research areas from the last five years
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Enhanced Optimization Space Learning: Towards Real-Time Compiler Optimization
Garber, D., Lubos, S., Le, V.-M. & Felfernig, A., 2026, Advances and Trends in Artificial Intelligence. Theory and Applications - 38th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2025, Proceedings. Fujita, H., Watanobe, Y., Ali, M. & Wang, Y. (eds.). Springer Singapore, Vol. 15706. p. 74-85 12 p. (Lecture Notes in Computer Science; vol. 15706 LNAI).Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
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Evaluating Large Language Models for the Automated Generation of Software Requirements
Puchleitner, T., Lubos, S., Felfernig, A. & Garber, D., 2026, Advances and Trends in Artificial Intelligence. Theory and Applications: 38th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2025, Kitakyushu, Japan, July 1–4, 2025, Proceedings, Part II. Fujita, H., Watanobe, Y., Ali, M. & Wang, Y. (eds.). Springer Singapore, p. 443–450 8 p. (Lecture Notes in Computer Science; vol. 15707 LNAI).Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
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QuickXPlain Explanations for Feature Model Configuration
Felfernig, A., Garber, D., Le, V.-M. & Lubos, S., 15 Jan 2026, Proceedings of the 27th International Workshop on Configuration (ConfWS 2025) co-located with the 28th European Conference on Artificial Intelligence (ECAI 2025). CEUR Workshop Proceedings, p. 8-17 (CEUR Workshop Proceedings; vol. 4149).Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
Open Access -
Robust Lazy Conflict Detection via Multi-Conflict Extraction and Genetic Diversity Control
Le, V. M., Feldgrill, L. A. & Felfernig, A., 14 Mar 2026, In: Proceedings of the AAAI Conference on Artificial Intelligence. 40, 23, p. 19208-19215 8 p.Research output: Contribution to journal › Conference article › peer-review
Open Access -
Sustainability Evaluation Metrics for Recommender Systems
Felfernig, A., Garber, D., Le, V.-M., Lubos, S. & Tran, T. N. T., 2 Jan 2026, Recommender Systems for Sustainability and Social Good - Second International Workshop, RecSoGood 2025, Proceedings. Boratto, L., Malloci, F. M., De Filippo, A., Lex, E., Mauro, N. & Ricci, F. (eds.). p. 14–26 13 p. (Communications in Computer and Information Science; vol. 2802 CCIS).Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
Activities
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Institute of Software Engineering and Artificial Intelligence (7160) (Organisational unit)
Felfernig, A. (Member)
11 Mar 2026 → 13 Mar 2026Activity: Membership › Membership in Programm Committee
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Institute of Software Engineering and Artificial Intelligence (7160) (Organisational unit)
Felfernig, A. (Member)
8 Jun 2026 → 12 Jun 2026Activity: Membership › Membership in Programm Committee
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ACM UMAP (Event)
Felfernig, A. (Member)
8 Jun 2026 → 11 Jun 2026Activity: Membership › Membership in Programm Committee
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Institute of Software Engineering and Artificial Intelligence (7160) (Organisational unit)
Felfernig, A. (Chair)
23 Mar 2026 → 26 Mar 2026Activity: Membership › Membership in Programm Committee
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International Conference on Software and Systems Reuse, Product Lines, and Configuration (Event)
Felfernig, A. (Member)
29 Sept 2026 → 2 Oct 2026Activity: Membership › Membership in Programm Committee
Prizes
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ACM Recognition and Service Award (2010) as a Program Chair of the 4th International ACM Conference on Recommender Systems (ACM RecSys’09)
Felfernig, A. (Recipient), 2009
Prize: Prizes / Medals / Awards
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Award of the Country of Carinthia for Research in Natural & Technical Sciences(2008)
Felfernig, A. (Recipient), 2008
Prize: Prizes / Medals / Awards
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Best Paper: 20th International Workshop on Configuration
Atas, M. (Recipient), Tran, T. (Recipient), Samer, R. (Recipient), Fucci, D. (Recipient), Felfernig, A. (Recipient) & Stettinger, M. (Recipient), 2018
Prize: Prizes / Medals / Awards
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Best Paper Award: The 20th International Workshop on Configuration
Tran, T. (Recipient), Atas, M. (Recipient), Samer, R. (Recipient), Felfernig, A. (Recipient), Stettinger, M. (Recipient) & Fucci, D. (Recipient), 2018
Prize: Prizes / Medals / Awards
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Best Paper Award International Conference on Software Engineering and Knowledge Engineering
Felfernig, A. (Recipient), 1 Oct 2017
Prize: Prizes / Medals / Awards
Press/Media
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Wissen schaffen, checken, prüfen
Stettinger, M. & Felfernig, A.
7/12/22
1 Media contribution
Press/Media: Press / Media
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GenRE - Generative KI für Requirements Engineering
Felfernig, A. (Project manager on research unit) & Felfernig, A. (Consortium manager resp. coordinator with external organisations)
1/10/24 → 30/09/27
Project: Research project
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LLM - Large Language Models for Intelligent Sales Support
Felfernig, A. (Project manager on research unit)
1/01/24 → 31/12/24
Project: Research project
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OpenSpace - AI Techniques for Testing Highly-Variant Software
Felfernig, A. (Project manager on research unit)
1/01/22 → 31/12/24
Project: Research project
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Videosynthese - Recommender Solutions for Video Synthesis
Felfernig, A. (Project manager on research unit)
1/10/21 → 30/09/24
Project: Research project
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ParXCel - Machine Learning and Parallelization for Scalable Constraint Solving
Felfernig, A. (Project manager on research unit) & Felfernig, A. (Consortium manager resp. coordinator with external organisations)
1/10/20 → 30/09/23
Project: Research project