| 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 | 1211 | 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 | 369 | 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 | 321 | 2014 |
| 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 | 316 | 2008 |
| Evaluating recommender systems with user experiments BP Knijnenburg, MC Willemsen Recommender systems handbook, 309-352, 2015 | 271 | 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 | 213 | 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 | 192 | 2017 |
| 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 | 170 | 2016 |
| 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: A critical …, 2011 | 170 | 2011 |
| Human decision making and recommender systems A Jameson, MC Willemsen, A Felfernig, M De Gemmis, P Lops, ... Recommender systems handbook, 611-648, 2015 | 149 | 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 (4), 347-389, 2016 | 127 | 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 | 116 | 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 | 104 | 2011 |
| 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 | 95 | 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 | 82 | 2017 |
| Nudging healthy choices in food search through visual attractiveness AD Starke, MC Willemsen, C Trattner Frontiers in Artificial Intelligence 4, 621743, 2021 | 72 | 2021 |
| 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 | 64 | 2009 |
| 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 | 61 | 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 | 60 | 2015 |
| Considerations on explainable AI and users’ mental models H Rutjes, M Willemsen, W IJsselsteijn CHI 2019 Workshop: Where is the human? Bridging the gap between AI and HCI, 2019 | 59 | 2019 |
Bart KnijnenburgAssociate Professor in Human Centered Computing, Clemson UniversityVerified email at clemson.edu
