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  • Alexander Felfernig
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
2017

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

Felfernig, A., Atas, M., Tran, T. N. T., Stettinger, M., Polat Erdeniz, S. & Leitner, G., 27 Jun 2017, Advances in Artificial Intelligence: From Theory to Practice. IEA/AIE 2017. Cham: Springer, p. 335-344 10 p. (Lecture Notes in Computer Science; vol. 10350).

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

2018

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

2016

Human Interaction with Artificial Advice Givers: no subtitle

Tintarev, N., O'Donovan, J. & Felfernig, A., 31 Dec 2016, In : ACM Transactions on Interactive Intelligent Systems. 6, 4, p. 1-10 10 p., 6.

Research output: Contribution to journalArticleResearchpeer-review

2018

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

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

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

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

2017

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

2018

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

2016

Application of Constraint-based Technologies in Financial Services Recommendation: none

Felfernig, A., 19 Jun 2016.

Research output: Contribution to conference(Old data) Lecture or PresentationResearchpeer-review

Analysis of Product Modelling Techniques for Product Configuration Systems in Industrial Companies

Shafiee, S., Kristjansdottir, K., Hvam, L., Felfernig, A. & Myrodia, A., 31 Dec 2016, IEEE International Conference on Industrial Engineering and Engineering Management. IEEE Computer Society, p. 1-10 10 p.

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

Towards Configuration Technologies for IoT Gateways

Felfernig, A., Polat Erdeniz, S., Azzoni, P., Jeran, M., Akcay, A. & Doukas, C., 31 Dec 2016, International Workshop on Configuration 2016: none. Toulouse, p. 73-76 4 p.

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

2017

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

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

2016

Recommending and Configuring Smart Home Installations

Leitner, G., Fercher, A., Felfernig, A., Isak, K., Polat Erdeniz, S., Akcay, A. & Jeran, M., 31 Dec 2016, International Workshop on Configuration 2016 (ConfWS'16): none. Toulouse, p. 17-22 6 p.

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

2019

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

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

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

2018

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

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

2016

Towards Group-based Configuration: no subtitle

Felfernig, A., Atas, M., Tran, T. & Stettinger, M., 31 Dec 2016, International Workshop on Configuration 2016: no subtitle. Tououse, p. 69-72 4 p.

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

File

An Extension of CHOICLA User Interfaces for Configurable Products

Tran, T. N. T., Atas, M., Felfernig, A. & Stettinger, M., 2016, p. 1-4. 4 p.

Research output: Contribution to conferencePaperResearchpeer-review

Open Access
File
2019

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

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

2018

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

2019

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
2016

StudyBattles: A Learning Environment for Knowledge-based Configuration

Felfernig, A., Shehadeh, A., Jeran, M., Gütl, C., Tran, T., Atas, M., Polat Erdeniz, S., Stettinger, M., Akcay, A. & Reiterer, S., 31 Dec 2016, International Workshop on Configuration 2016: none. Toulouse, p. 109-116 8 p.

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

2019

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

2018

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

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
2017

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, 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

2018

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

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

2017

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

2016

Einsatz von Gruppenempfehlungssystemen

Nungesser, S., Eixelsberger, W., Felfernig, A., Stettinger, M., Reiterer, S. & Jeran, M., 31 Dec 2016, In : Tourismus Wissen Quarterly. 5, p. 1-4 4 p., 1.

Research output: Contribution to journalArticleResearchpeer-review

2018

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

2016

Towards Group-based Configuration

Felfernig, A., Atas, M., Tran, T. N. T. & Stettinger, M., 2016, p. 69-72. 4 p.

Research output: Contribution to conferencePaperResearchpeer-review

Open Access
File
2018

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

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

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

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 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

2019

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

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

2018

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

2019

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

2018

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