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  • Alexander Felfernig
2020

Group Recommender User Interfaces for Improving Requirements Prioritization

Samer, R., Stettinger, M. & Felfernig, A., 2020, Proceedings of the 28th ACM Conference on User Modeling, Adaptation and Personalization. Genoa, Italy: Association of Computing Machinery, p. 221-229 (UMAP '20).

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

Intelligent Recommendation & Decision Technologies for Community-Driven Requirements Engineering

Samer, R., Stettinger, M., Felfernig, A., Franch, X. & Falkner, A., 2020, (Submitted) 24th European Conference on Artificial Intelligence (ECAI '20). 9 p.

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

KNOWLEDGECHECKR: Intelligent Techniques for Counteracting Forgetting

Stettinger, M., Tran, T., Pribik, I., Leitner, G., Felfernig, A., Samer, R., Atas, M. & Wundara, M., 2020, (Accepted/In press) 24th European Conference on Artificial Intelligence (ECAI '20). 6 p.

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

2019

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., Azzoni, P., Kiraly, C. & Dolui, K., 15 Apr 2019, In : Journal of Intelligent Information Systems. 52, p. 285-309 25 p.

Research output: Contribution to journalArticleResearchpeer-review

Open Access

Consistency-based merging of variability models

Uta, M., Felfernig, A., Schenner, G. & Spöcklberger, J., 1 Jan 2019, In : CEUR Workshop Proceedings. 2467

Research output: Contribution to journalConference articleResearchpeer-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, Advances and Trends in Artificial Intelligence: From Theory to Practice. IEA/AIE 2019. Cham: Springer, p. 347-359 (Lecture Notes in Computer Science; vol. 11606).

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, SAC '19, Proceedings Proceedings of the 34th ACM/SIGAPP Symposium on Applied Computing. Association of Computing Machinery, p. 1655-1662 8 p.

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

New Approaches to the Identification of Dependencies between Requirements

Samer, R., Stettinger, M., Atas, M., Felfernig, A., Ruhe, G. & Deshpande, G., 2019, 2019 IEEE 31st International Conference on Tools with Artificial Intelligence (ICTAI). Institute of Electrical and Electronics Engineers, p. 1265-1270 6 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., Menychtas, A., Maglogiannis, I., Felfernig, A. & Tran, T. N. T., 30 Oct 2019, In : Evolving Systems. 14 p.

Research output: Contribution to journalArticleResearchpeer-review

Open Access

Recommender systems for IoT enabled quantified‐self applications

Polat Erdeniz, S., Menychtas, A., Maglogiannis, I., Felfernig, A. & Tran, T. N. T., 30 Oct 2019, In : Evolving Systems. 14 p.

Research output: Contribution to journalArticleResearchpeer-review

Open Access

REcSys'19 joint workshop on interfaces and human decision making for recommender systems

Brusilovsky, P., De Gemmis, M., Felfernig, A., Lops, P., O'Donovan, J., Semeraro, G. & Willemsen, M. C., 10 Sep 2019, RecSys 2019 - 13th ACM Conference on Recommender Systems. Association of Computing Machinery, p. 560-561 2 p. (RecSys 2019 - 13th ACM Conference on Recommender Systems).

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

Socially-Aware Diagnosis for Constraint-Based Recommendation

Atas, M., Samer, R., Felfernig, A., Tran, T., Polat Erdeniz, S. & Stettinger, M., 2019, UMAP '19: Proceedings of the 27th ACM Conference on User Modeling, Adaptation and Personalization. Association of Computing Machinery, p. 121-129 9 p.

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, Advances and Trends in Artificial Intelligence: From Theory to Practice. Cham: Springer, p. 287-299 13 p. (Lecture Notes in Computer Science; vol. 11606).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-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, UMAP '19: 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

Open Access

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, UMAP'19 Adjunct: 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

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., Jun 2019.

Research output: Contribution to conferencePosterResearchpeer-review

2018

Algorithms for Group Recommendation

Felfernig, A., Atas, M., Helic, D., Tran, T. N. T., Stettinger, M. & Samer, R., 2018, Group Recommender Systems: An Introduction. Cham: Springer, p. 27-58 32 p. (SpringerBriefs in Electrical and Computer Engineering).

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

An Overview of Recommender Systems in the Healthy Food Domain

Tran, T., Atas, M., Felfernig, A. & Stettinger, M., Jun 2018, In : Journal of Intelligent Information Systems. 50, p. 501-526 26 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

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

Biases in Group Decisions

Felfernig, A., Atas, M., Stettinger, M., Tran, T. N. T. & Leitner, G., 2018, Group Recommender Systems: An Introduction. Cham: Springer, p. 145-155 11 p. (SpringerBriefs in Electrical and Computer Engineering).

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

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

Explanations for Groups

Felfernig, A., Tintarev, N., Tran, T. N. T. & Stettinger, M., 2018, Group Recommender Systems: An Introduction. Cham: Springer, p. 105-126 22 p. (SpringerBriefs in Electrical and Computer Engineering ).

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

Further Choice Scenarios

Felfernig, A., Atas, M., Samer, R., Stettinger, M., Tran, T. N. T. & Reiterer, S., 2018, Group Recommender Systems: An Introduction. Cham: Springer, p. 129-144 16 p. (SpringerBriefs in Electrical and Computer Engineering).

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

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 Applications

Felfernig, A., Atas, M., Stettinger, M., Tran, T. N. T. & Reiterer, S., 2018, Group Recommender Systems: An Introduction. Cham: Springer, p. 75-89 15 p. (SpringerBriefs in Electrical and Computer Engineering).

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

Group Recommender Systems: An Introduction

Felfernig, A., Stettinger, M., Boratto, L. & Tkalcic, M., 2018, 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, UMAP '18: Proceedings of the 26th Conference on User Modeling, Adaptation and Personalization. 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, UMAP 2018: Adjunct Publication of the 26th Conference on User Modeling, Adaptation and Personalization. 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., Maglogiannis, I., Menychtas, A., Felfernig, A. & Tran, T. N. T., May 2018, Artificial Intelligence Applications and Innovations: AIAI 2018. Cham: Springer, p. 227-237 11 p. (IFIP Advances in Information and Communication Technology; vol. 520).

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 : IEA/AIE 2018. Cham: Springer, p. 267-278 12 p. ( Lecture Notes in Computer Science; vol. 10868).

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