Martijn C. Willemsen

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Bart KnijnenburgAssociate Professor in Human Centered Computing, Clemson UniversityVerified email at clemson.edu
Chris SnijdersProfessor of Sociology of Technology and InnovationVerified email at tue.nl
Mark GrausData Scientist at Human-CentricVerified email at human-centric.eu
Alexander FelfernigProfessor of Computer Science, Graz University of Technology, AustriaVerified email at ist.tugraz.at
Pasquale LopsFull Professor - University of Bari Aldo MoroVerified email at di.uniba.it
Giovanni SemeraroComputer Science, head of the SWAP 'Antonio Bello' research group, University of Bari Aldo MoroVerified email at uniba.it
Joseph A. KonstanUniversity of MinnesotaVerified email at umn.edu
Wijnand IJsselsteijnProfessor Cognition and Affect in Human-Technology Interaction at Eindhoven University of TechnologyVerified email at tue.nl
Michael EkstrandAsst. Professor of Information Science, Drexel UniversityVerified email at drexel.edu
Alain StarkeAssistant Professor Persuasive Communication, University of AmsterdamVerified email at tue.nl
Eric J. JohnsonNorman Eig Professor of Business, Columbia Business School, Columbia UniversityVerified email at columbia.edu
Michael Schulte-MecklenbeckUniversity of Bern; Max Planck Institute for Human DevelopmentVerified email at unibe.ch
Marco de GemmisAssociate Professor in Computer Science, University of Bari Aldo MoroVerified email at uniba.it
F. Maxwell HarperSubmittableVerified email at amazon.com
Gideon Kerenprofessor of psychology and decison making (retired), Tilburg UniversityVerified email at uvt.nl
Yu LiangEindhoven University of Technology, Jheronimus Academy of Data ScienceVerified email at tue.nl
Prof. Nava TintarevMaastricht UniversityVerified email at maastrichtuniversity.nl
Zeno GantnerMetaVerified email at meta.com
Peter BrusilovskyProfessor, School of Computing and Information, University of PittsburghVerified email at pitt.edu
Li ChenProfessor, Hong Kong Baptist UniversityVerified email at comp.hkbu.edu.hk

Martijn C. Willemsen

Eindhoven University of Technology & JADS

Verified email at tue.nl - Homepage

Decision making process tracing recommender systems user experience Explainable AI


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Explaining the user experience of recommender systems BP Knijnenburg, MC Willemsen, Z Gantner, H Soncu, C Newell User modeling and user-adapted interaction 22, 441-504, 2012	1037	2012
Understanding choice overload in recommender systems D Bollen, BP Knijnenburg, MC Willemsen, M Graus Proceedings of the fourth ACM conference on Recommender systems, 63-70, 2010	342	2010
Process models deserve process data: Comment on Brandstätter, Gigerenzer, and Hertwig (2006). EJ Johnson, M Schulte-Mecklenbeck, MC Willemsen American Psychological Association 115 (1), 263, 2008	301	2008
User perception of differences in recommender algorithms MD Ekstrand, FM Harper, MC Willemsen, JA Konstan Proceedings of the 8th ACM Conference on Recommender systems, 161-168, 2014	280	2014
Evaluating recommender systems with user experiments BP Knijnenburg, MC Willemsen Recommender systems handbook, 309-352, 2015	221	2015
Each to his own: how different users call for different interaction methods in recommender systems BP Knijnenburg, NJM Reijmer, MC Willemsen Proceedings of the fifth ACM conference on Recommender systems, 141-148, 2011	193	2011
Process-tracing methods in decision making: On growing up in the 70s M Schulte-Mecklenbeck, JG Johnson, U Böckenholt, DG Goldstein, ... Current Directions in Psychological Science 26 (5), 442-450, 2017	156	2017
Visiting the decision factory: Observing cognition with MouselabWEB and other information acquisition methods MC Willemsen, EJ Johnson A handbook of process tracing methods for decision research, 21-42, 2011	156	2011
Behaviorism is not enough: better recommendations through listening to users MD Ekstrand, MC Willemsen Proceedings of the 10th ACM conference on recommender systems, 221-224, 2016	136	2016
Human decision making and recommender systems A Jameson, MC Willemsen, A Felfernig, M De Gemmis, P Lops, ... Recommender systems handbook, 611-648, 2015	120	2015
Understanding the role of latent feature diversification on choice difficulty and satisfaction MC Willemsen, MP Graus, BP Knijnenburg User Modeling and User-Adapted Interaction 26, 347-389, 2016	109	2016
A pragmatic procedure to support the user-centric evaluation of recommender systems BP Knijnenburg, MC Willemsen, A Kobsa Proceedings of the fifth ACM conference on Recommender systems, 321-324, 2011	97	2011
Inferring capabilities of intelligent agents from their external traits BP Knijnenburg, MC Willemsen ACM Transactions on Interactive Intelligent Systems (TiiS) 6 (4), 1-25, 2016	92	2016
Choice by value encoding and value construction: Processes of loss aversion. MC Willemsen, U Böckenholt, EJ Johnson Journal of Experimental Psychology: General 140 (3), 303, 2011	89	2011
Understanding the effect of adaptive preference elicitation methods on user satisfaction of a recommender system BP Knijnenburg, MC Willemsen Proceedings of the third ACM conference on Recommender systems, 381-384, 2009	65	2009
Effective user interface designs to increase energy-efficient behavior in a rasch-based energy recommender system A Starke, M Willemsen, C Snijders Proceedings of the eleventh ACM conference on recommender systems, 65-73, 2017	63	2017
Rating support interfaces to improve user experience and recommender accuracy TT Nguyen, D Kluver, TY Wang, PM Hui, MD Ekstrand, MC Willemsen, ... Proceedings of the 7th ACM Conference on Recommender Systems, 149-156, 2013	60	2013
Improving the user experience during cold start through choice-based preference elicitation MP Graus, MC Willemsen Proceedings of the 9th ACM Conference on Recommender Systems, 273-276, 2015	59	2015
Using latent features diversification to reduce choice difficulty in recommendation lists MC Willemsen, BP Knijnenburg, MP Graus, LCM Velter-Bremmers, K Fu Joint Workshop on Human Decision Making in Recommender Systems (Decisions …, 2011	52	2011
Nudging healthy choices in food search through visual attractiveness AD Starke, MC Willemsen, C Trattner Frontiers in Artificial Intelligence 4, 621743, 2021	50	2021

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