Martijn C. Willemsen

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Bart KnijnenburgAssociate Professor in Human Centered Computing, Clemson UniversityVerified email at clemson.edu
Mark GrausAI in Finance at ObvionVerified email at maastrichtuniversity.nl
Chris SnijdersProfessor of Sociology of Technology and InnovationVerified email at tue.nl
Eric J. JohnsonNorman Eig Professor of Business, Columbia Business School, Columbia UniversityVerified email at columbia.edu
Joseph A. KonstanUniversity of MinnesotaVerified email at umn.edu
Michael D. EkstrandAssistant Professor of Computer Science, Boise State UniversityVerified email at boisestate.edu
Wijnand IJsselsteijnProfessor Cognition and Affect in Human-Technology Interaction at Eindhoven University of TechnologyVerified email at tue.nl
Pasquale LopsAssociate 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
Alexander FelfernigProfessor of Computer Science, Graz University of Technology, AustriaVerified email at ist.tugraz.at
Alain StarkePostdoc at Wageningen University & ResearchVerified email at tue.nl
Michael Schulte-MecklenbeckUniversity of Bern; Max Planck Institute for Human DevelopmentVerified email at unibe.ch
F. Maxwell HarperAmazonVerified email at amazon.com
Marco de GemmisAssociate Professor in Computer Science, University of Bari Aldo MoroVerified email at uniba.it
Gideon Kerenprofessor of psychology and decison making (retired), Tilburg UniversityVerified email at uvt.nl
Heleen RutjesResearcher at Philips and at Human-Technology Interaction group, Eindhoven University of TechnologyVerified email at tue.nl
Zeno GantnerZalando SE, Berlin; formerly HERE Technologies/Nokia, and University of HildesheimVerified email at zalando.de
Ulf BockenholtNorthwestern UniversityVerified email at kellogg.northwestern.edu
Alfred KobsaProfessor Emeritus of Informatics and Computer Science, University of California, IrvineVerified email at uci.edu
Li ChenAssociate Professor, Hong Kong Baptist UniversityVerified email at comp.hkbu.edu.hk

Martijn C. Willemsen

Eindhoven University of Technology

Verified email at tue.nl - Homepage

Decision making process tracing recommender systems user experience


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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 (4), 441-504, 2012	782	2012
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	269	2008
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	252	2010
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	202	2014
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	149	2011
Evaluating recommender systems with user experiments BP Knijnenburg, MC Willemsen Recommender systems handbook, 309-352, 2015	147	2015
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	128	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	100	2017
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	78	2011
Human decision making and recommender systems A Jameson, MC Willemsen, A Felfernig, M Gemmis, P Lops, G Semeraro, ... Recommender systems handbook, 611-648, 2015	77	2015
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	77	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	73	2016
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 (4), 347-389, 2016	71	2016
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	64	2016
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	53	2013
Decision anomalies, experimenter assumptions, and participants' comprehension: Revaluating the uncertainty effect G Keren, MC Willemsen Journal of Behavioral Decision Making 22 (3), 301-317, 2009	51	2009
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	47	2009
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	44	2015
Using latent features diversification to reduce choice difficulty in recommendation lists MC Willemsen, BP Knijnenburg, MP Graus, LC Velter-Bremmers, K Fu RecSys 11 (2011), 14-20, 2011	40	2011
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	39	2017

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