Alexander Felfernig

Univ.-Prof. Dipl.-Ing. Dr.techn.

19972019
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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.

Keywords

  • 102022 Software development
  • 102001 Artificial intelligence

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Research Output 1997 2019

Learned Constraint Ordering for Consistency Based Direct Diagnosis

Polat Erdeniz, S., Felfernig, A. & Atas, M. 2019 (Submitted) 32ND INTERNATIONAL CONFERENCE ON INDUSTRIAL, ENGINEERING & OTHER APPLICATIONS OF APPLIED INTELLIGENT SYSTEMS (IEA/AIE 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Matrix Factorization based Heuristics for Constraint-based Recommenders

Polat Erdeniz, S., Felfernig, A., Atas, M. & Samer, R. 2019 (Accepted/In press) The 34th ACM/SIGAPP Symposium On Applied Computing (SAC'19). 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Recommender Systems for IoT Enabled Quantified-Self Applications

Polat Erdeniz, S., Felfernig, A. & Tran, T. N. T. 2019 (Submitted) In : Evolving Systems.

Research output: Contribution to journalArticle

Activities 1999 2017

19th Configuration Workshop (Event)

Felfernig, A. (Member)
1 Jan 201731 Dec 2017

Activity: Membership of review or evaluation panel

11th ACM Conference on Recommender Systems (Event)

Felfernig, A. (Member)
1 Jan 201731 Dec 2017

Activity: Membership in Programm Committee

Reviewing Communications of the ACM, 7160 Institut für Softwaretechnologie (External organisation)

Felfernig, A. (Member)
1 Jan 201731 Dec 2017

Activity: Membership of review or evaluation panel

Reviewing Applied Intelligence 2017, 7160 Institut für Softwaretechnologie (External organisation)

Felfernig, A. (Member)
1 Jan 201731 Dec 2017

Activity: Membership of review or evaluation panel

2nd Workshop on Surprise, Opposition, and Obstruction in Adaptive and Personalized Systems (Event)

Felfernig, A. (Member)
1 Jan 201731 Dec 2017

Activity: Membership in Programm Committee

Prizes

Knowledge engineering
Software engineering

Best Papers: IEA/AIE Conference

Alexander Felfernig (Recipient), 1 Jan 2010

Prize: Prizes / Medals / Awards

Best Papers: IEEE Conference on E-Commerce Technology (EEE'06)

Alexander Felfernig (Recipient), 1 Jan 2006

Prize: Prizes / Medals / Awards

Electronic commerce
Knowledge engineering
Software engineering

Counteracting Serial Position Effects in Group Decision Making

Alexander Felfernig (Recipient), 2 Jul 2015

Prize: Prizes / Medals / Awards

Press / Media

Recommendation-based eLearning for Refugees

Alexander Felfernig

24/11/16

1 media contribution

Press/Media: Press / Media

Intelligenter Entscheiden lernen

Alexander Felfernig

1/04/16

1 media contribution

Press/Media: Press / Media

Dataficial Intelligence

Alexander Felfernig

7/01/16

1 media contribution

Press/Media: Press / Media

Recommender Systeme

Alexander Felfernig

16/12/09

1 media contribution

Press/Media: Press / Media

Recommender Systeme

Alexander Felfernig

17/01/07

1 media contribution

Press/Media: Press / Media

Projects 2009 2019

Knowledge Engineering

Felfernig, A., Speiser-Reinfrank, F., Ninaus, G. & Reiterer, S.

1/03/09 → …

Project: Research areaResearch Area

Recommender Systems

Felfernig, A., Speiser-Reinfrank, F., Reiterer, S. & Ninaus, G.

1/03/09 → …

Project: Research areaResearch Area