Alexander Felfernig

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

19972019
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Research Output 1997 2019

2019

CSPHeuristix: A Learning-based Heuristics Library for Constraint Satisfaction Problems

Polat Erdeniz, S. & Felfernig, A., 2019, (Submitted) In : Journal of Intelligent Information Systems.

Research output: Contribution to journalArticleResearchpeer-review

Decision Biases in Preference Acquisition

Stettinger, M., Felfernig, A. & Samer, R., 2019, Proceedings of the 21st Configuration Workshop. p. 20-21 2 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Learned Constraint Ordering for Consistency Based Direct Diagnosis

Polat Erdeniz, S., Felfernig, A. & Atas, M., 2019, (Submitted) 32nd International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems  (IEA/AIE 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

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 contributionResearchpeer-review

Novel Variable and Value Ordering Heuristics for Solving Precoloring Extension Problems

Polat Erdeniz, S., Felfernig, A. & Atas, M., 2019, (Submitted) In : Annals of Operations Research. 16 p.

Research output: Contribution to journalSpecial issueResearchpeer-review

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 journalArticleResearchpeer-review

Socially-Aware Diagnosis for Constraint-Based Recommendation

Atas, M., Samer, R., Felfernig, A., Tran, T. N. T., Polat Erdeniz, S. & Stettinger, M., 2019, Proceedings of the 27th ACM Conference on User Modeling, Adaptation and Personalization. ACM/IEEE, p. 121-129

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Towards Issue Recommendation for Open Source Communities

Samer, R., Felfernig, A. & Stettinger, M., 2019, IEEE/WIC/ACM International Conference on Web Intelligence. Thessaloniki, Greece: ACM/IEEE, p. 164-171 8 p. (WI '19).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Towards Similarity-Aware Constraint-Based Recommendation

Atas, M., Tran, T. N. T., Felfernig, A., Polat Erdeniz, S., Samer, R. & Stettinger, M., 2019, p. 287-299. 12 p.

Research output: Contribution to conferencePaperResearchpeer-review

Towards Social Choice-based Explanations in Group Recommender Systems

Tran, T. N. T., Atas, M., Felfernig, A., Le, V. M., Samer, R. & Stettinger, M., 2019, Proceedings of the 27th ACM Conference on User Modeling, Adaptation and Personalization. Larnaca, Cyprus: ACM/IEEE, p. 13-21 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Recommender systems

User Interfaces for Counteracting Decision Manipulation in Group Recommender Systems

Tran, T. N. T., Felfernig, A., Le, V. M., Atas, M., Stettinger, M. & Samer, R., 2019, Adjunct Publication of the 27th Conference on User Modeling, Adaptation and Personalization. Larnaca, Cyprus: ACM/IEEE, p. 93-98 6 p. (UMAP'19 Adjunct).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

2018

An overview of recommender systems in the internet of things

Felfernig, A., Polat Erdeniz, S., Uran, C., Reiterer, S., Atas, M. & Tran, T. N. T., 2018, In : Journal of Intelligent Information Systems. p. 1-25 15 p.

Research output: Contribution to journalArticleResearchpeer-review

Open Access

Anytime Diagnosis for Reconfiguration

Felfernig, A., Walter, R., Galindo, J., Benavides, D., Polat Erdeniz, S., Atas, M. & Reiterer, S., 1 Jan 2018, In : Journal of Intelligent Information Systems. p. 1-22 22 p.

Research output: Contribution to journalArticleResearchpeer-review

Network management
Telecommunication networks
Scheduling
Robots

Automated Identification of Type-Specific Dependencies between Requirements

Atas, M., Samer, R. & Felfernig, A., 2018, 2018 IEEE/WIC/ACM International Conference on Web Intelligence, WI 2018, Santiago, Chile, December 3-6, 2018. p. 688-695 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

CLUSTER AND LEARN: Cluster-Specific Heuristics for Graph Coloring

Polat Erdeniz, S. & Felfernig, A., 2018, 12th International Conference on the Practice and Theory of Automated Timetabling (PATAT'18). p. 401-404 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Configuring Release Plans

Felfernig, A., Spöcklberger, J., Samer, R., Stettinger, M., Atas, M., Tiihonen, J. & Raatikainen, M., 2018, Proceedings of the 20th Configuration Workshop, Graz, Austria, September 27-28, 2018.. p. 9-14 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Cost Benefit Analysis in Product Configuration Systems (short paper)

Shafiee, S., Felfernig, A., Hvam, L., Piroozfar, P. & Forza, C., 2018, Proceedings of the 20th Configuration Workshop, Graz, Austria, September 27-28, 2018.. p. 37-40 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Development of a Protocol for Automated Glucose Measurement Transmission Used in Clinical Decision Support Systems Based on the Continua Design Guidelines

Meyer, M., Donsa, K., Truskaller, T., Frohner, M., Pohn, B., Felfernig, A., Sinner, F. & Pieber, T. R., 2018, Health Informatics Meets eHealth - Biomedical Meets eHealth - From Sensors to Decisions - Proceedings of the 12th eHealth Conference, eHealth 2018, Vienna, Austria, May 2018. p. 132-139 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Generating Configuration Models from Requirements to Assist in Product Management - Dependency Engine and its Performance Assessment

Tiihonen, J., Raitahila, I., Raatikainen, M., Felfernig, A. & Männistö, T., 2018, Proceedings of the 20th Configuration Workshop, Graz, Austria, September 27-28, 2018.. p. 69-76 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Group Decision Support for Requirements Management Processes

Samer, R., Atas, M., Felfernig, A., Stettinger, M., Falkner, A. A. & Schenner, G., 2018, Proceedings of the 20th Configuration Workshop, Graz, Austria, September 27-28, 2018.. p. 19-24 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Group Recommender Systems: An Introduction

Felfernig, A., Stettinger, M., Boratto, L. & Tkalcic, M., 15 Mar 2018, (Accepted/In press) Springer US. 183 p. (Springer Briefs in Electrical and Computer Engineering)

Research output: Book/ReportBookResearchpeer-review

Investigating Serial Position Effects in Sequential Group Decision Making

Tran, T. N. T., Atas, M., Felfernig, A., Samer, R. & Stettinger, M., 2018, Proceedings of the 26th Conference on User Modeling, Adaptation and Personalization, UMAP 2018, Singapore, July 08-11, 2018. p. 239-243 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Lazy Conflict Detection with Genetic Algorithms

Uran, C. & Felfernig, A., 2018, Recent Trends and Future Technology in Applied Intelligence - 31st International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2018, Montreal, QC, Canada, June 25-28, 2018, Proceedings. p. 175-186 12 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

LearnDiag: A Direct Diagnosis Algorithm Based On Learned Heuristics

Polat Erdeniz, S. & Felfernig, A., 2018, Joint German/Austrian Conference on Artificial Intelligence (Künstliche Intelligenz - KI'18). p. 190-197 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Liquid Democracy in Group-based Configuration

Atas, M., Tran, T. N. T., Samer, R., Felfernig, A., Stettinger, M. & Fucci, D., 2018, Proceedings of the 20th Configuration Workshop, Graz, Austria, September 27-28, 2018.. p. 93-98 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Needs and challenges for a platform to support large-scale requirements engineering: a multiple-case study

Fucci, D., Palomares, C., Franch, X., Costal, D., Raatikainen, M., Stettinger, M., Kurtanovic, Z., Kojo, T., Koenig, L., Falkner, A. A., Schenner, G., Brasca, F., Männistö, T., Felfernig, A. & Maalej, W., 2018, Proceedings of the 12th ACM/IEEE International Symposium on Empirical Software Engineering and Measurement, ESEM 2018, Oulu, Finland, October 11-12, 2018. p. 19:1-19:10

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

OCSH: optimized cluster specific heuristics for the university course timetabling problem

Polat Erdeniz, S. & Felfernig, A., Mar 2018, 8th International Conference on Information Systems and Technologies, ACM (ISST'18). p. 13-18 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Polarization Effects in Group Decisions

Atas, M., Reiterer, S., Felfernig, A., Tran, T. N. T. & Stettinger, M., 2018, Adjunct Publication of the 26th Conference on User Modeling, Adaptation and Personalization, UMAP 2018, Singapore, July 08-11, 2018. p. 305-310 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Proceedings of the 20th Configuration Workshop, Graz, Austria, September 27-28, 2018

Felfernig, A. (ed.), Tiihonen, J., Hotz, L. & Stettinger, M. (ed.), 2018, CEUR-WS.org. (CEUR Workshop Proceedings)

Research output: Book/ReportAnthologyResearchpeer-review

Proceedings of the 5th Joint Workshop on Interfaces and Human Decision Making for Recommender Systems, IntRS 2018, co-located with ACM Conference on Recommender Systems (RecSys 2018), Vancouver, Canada, October 7, 2018

Brusilovsky, P., Gemmis, M. D., Felfernig, A. (ed.), Lops, P., O'Donovan, J., Semeraro, G. & Willemsen, M. C. (ed.), 2018, CEUR-WS.org. (CEUR Workshop Proceedings)

Research output: Book/ReportAnthologyResearchpeer-review

Recommender Systems for IoT Enabled m-Health Applications

Polat Erdeniz, S., Felfernig, A. & Tran, T. N. T., May 2018, IFIP International Conference on Artificial Intelligence Applications and Innovations (AIAI'18). p. 227-237 11 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Reconciling Practice and Rigour in Ontology-Based Heterogeneous Information Systems Construction

Quer, C., Franch, X., Palomares, C., Falkner, A. A., Felfernig, A., Fucci, D., Maalej, W., Nerlich, J., Raatikainen, M., Schenner, G., Stettinger, M. & Tiihonen, J., 2018, The Practice of Enterprise Modeling - 11th IFIP WG 8.1. Working Conference, PoEM 2018, Vienna, Austria, October 31 - November 2, 2018, Proceedings. p. 205-220 16 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Recsys'18 joint workshop on interfaces and human decision making for recommender systems

Brusilovsky, P., Gemmis, M. D., Felfernig, A., Lops, P., O'Donovan, J., Semeraro, G. & Willemsen, M. C., 2018, Proceedings of the 12th ACM Conference on Recommender Systems, RecSys 2018, Vancouver, BC, Canada, October 2-7, 2018. p. 519-520 2 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Socially-Aware Recommendation for Over-Constrained Problems

Atas, M., Tran, T. N. T., Felfernig, A. & Samer, R., 2018, Recent Trends and Future Technology in Applied Intelligence - 31st International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2018, Montreal, QC, Canada, June 25-28, 2018, Proceedings. p. 267-278 12 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Towards Knowledge Infrastructure for Highly Variant Voltage Transmission Systems

Uta, M. & Felfernig, A., 2018, Proceedings of the 20th Configuration Workshop, Graz, Austria, September 27-28, 2018.. p. 109-118 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Towards Utility-Based Prioritization of Requirements in Open Source Environments

Felfernig, A., Stettinger, M., Atas, M., Samer, R., Nerlich, J., Scholz, S., Tiihonen, J. & Raatikainen, M., 2018, 26th IEEE International Requirements Engineering Conference, RE 2018, Banff, AB, Canada, August 20-24, 2018. p. 406-411 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Using a Feature Model Configurator for Release Planning

Raatikainen, M., Tiihonen, J., Männistö, T., Felfernig, A., Stettinger, M. & Samer, R., 2018, Proceedings of the 22Nd International Systems and Software Product Line Conference - Volume 2. New York, NY, USA: ACM SIGGRAPH, p. 29-33 5 p. (SPLC '18).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

2017

An Analysis of Group Recommendation Heuristics for High- and Low-Involvement Items

Felfernig, A., Atas, M., Tran, T., Stettinger, M., Polat Erdeniz, S. & Leitner, G., 15 Aug 2017, p. 335-344. 10 p.

Research output: Contribution to conferencePaperResearchpeer-review

heuristics
aggregation
Group
apartment
voting

An Introduction to Personalization and Mass Customization

Tiihonen, J. & Felfernig, A., 15 Mar 2017, In : Journal of Intelligent Information Systems. p. 1-6 6 p.

Research output: Contribution to journalArticleResearchpeer-review

An Overview of Recommender Systems in the Healthy Food Domain

Tran, T., Atas, M., Felfernig, A. & Stettinger, M., 15 Jun 2017, In : Journal of Intelligent Information Systems. p. 1-25 25 p.

Research output: Contribution to journalArticleResearchpeer-review

Recommender systems
Medical problems

ASP-based Knowledge Representations for IoT Configuration Scenarios

Felfernig, A., Falkner, A., Atas, M., Polat Erdeniz, S., Uran, C. & Azzoni, P., 10 Oct 2017, 19th International Configuration Workshop. p. 62-67 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Knowledge representation
Internet of things

Automated Learning Content Generation from Knowledge Bases in the StudyBattles Environment

Shehadeh, A., Felfernig, A., Stettinger, M., Jeran, M. & Reiterer, S., Nov 2017, In : International journal of software engineering and knowledge engineering. 27, 9/10, p. 1387-1408 21 p.

Research output: Contribution to journalArticleResearchpeer-review

Automated Question Generation from Configuration Knowledge Bases

Shehadeh, A., Felfernig, A. & Atas, M., 10 Oct 2017, p. 54-61. 8 p.

Research output: Contribution to conferencePaperResearchpeer-review

Beyond item recommendation: Using recommendations to stimulate knowledge sharing in group decisions

Atas, M., Felfernig, A., Stettinger, M. & Tran, T. N. T., 2017, Social Informatics - 9th International Conference, SocInfo 2017, Proceedings. Springer Verlag Wien, Vol. 10540 LNCS. p. 368-377 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10540 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Group Decision
Knowledge Sharing
Recommendations
Students
Domain Knowledge

Cluster-Based Constraint Ordering for Direct Diagnosis

Atas, M., Felfernig, A., Polat Erdeniz, S., Reiterer, S., Shehadeh, A. & Tran, T. N. T., 2017, 19 th International Configuration Workshop . p. 68-71 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Cluster-Specific Heuristics for Constraint Solving

Polat Erdeniz, S., Felfernig, A., Atas, M., Tran, T., Jeran, M. & Stettinger, M., 15 Jul 2017, 30th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems (IEA/AIE 2017). p. 21-30 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Knowledge-based Learning Content Generation in the StudyBattles Environment

Shehadeh, A., Felfernig, A., Jeran, M., Stettinger, M. & Reiterer, S., 15 Jul 2017, p. 1-12. 12 p.

Research output: Contribution to conferencePaperResearchpeer-review

OpenReq: Recommender Systems in Requirements Engineering

Felfernig, A., Stettinger, M., Falkner, A., Atas, M., Franch, X. & Palomares, C., 15 Oct 2017, p. 1-4. 4 p.

Research output: Contribution to conferencePaperResearchpeer-review

engineering
telecommunication
software
project
decision

Recommendation Technologies for IoT Edge Devices

Felfernig, A., Polat Erdeniz, S., Jeran, M. & Akcay, A., 2017, International Workshop on Internet of Things: Networking Applications and Technologies. p. 504-509 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Gateways (computer networks)
Network protocols
Internet of things

RecSys'17 Workshop on Interfaces and Human Decision Making for Recommender Systems (IntRS 2017)

Brusilovsky, P., Felfernig, A., Lops, P., O'Donovan, J., Semeraro, G., Tintarev, N. & Willemsen, M., 10 Oct 2017, p. 1-2. 2 p.

Research output: Contribution to conferencePaperResearchpeer-review