| 2026 | IUI | User Reliance on AI Support for Collaborative Partner Selection. | Tiffany Matej Hrkalovic, Bernd Dudzik, Chenxu Hao, Martijn C. Willemsen |
| 2026 | LAK | The Blind Spots in Automated Feedback Generation for Academic Writing. | Toru Sasaki, Rianne Conijn, Martijn C. Willemsen |
| 2025 | CHI | Good Performance Isn't Enough to Trust AI: Lessons from Logistics Experts on their Long-Term Collaboration with an AI Planning System. | Patricia Kahr, Gerrit Rooks, Chris Snijders, Martijn C. Willemsen |
| 2025 | IUI | Benefits of Machine Learning Explanations: Improved Learning in an AI-assisted Sequence Prediction Task. | Yu Liang, Dennis Collaris, Martijn C. Willemsen, Jarke J. van Wijk |
| 2025 | RecSys | 12th Joint Workshop on Interfaces and Human Decision Making for Recommender Systems (IntRS'25). | Peter Brusilovsky, Alexander Felfernig, Pasquale Lops, Marco Polignano, Giovanni Semeraro, Martijn C. Willemsen |
| 2024 | IUI | The Trust Recovery Journey. The Effect of Timing of Errors on the Willingness to Follow AI Advice. | Patricia K. Kahr, Gerrit Rooks, Chris Snijders, Martijn C. Willemsen |
| 2024 | IUI | Benefits of Human-AI Interaction for Expert Users Interacting with Prediction Models: a Study on Marathon Running. | Heleen Muijlwijk, Martijn C. Willemsen, Barry Smyth, Wijnand A. IJsselsteijn |
| 2024 | IUI | Leveraging ChatGPT for Automated Human-centered Explanations in Recommender Systems. | Itallo Silva, Leandro Balby Marinho, Alan Said, Martijn C. Willemsen |
| 2024 | RecSys | 11th Joint Workshop on Interfaces and Human Decision Making for Recommender Systems (IntRS'24). | Peter Brusilovsky, Marco de Gemmis, Alexander Felfernig, Marco Polignano, Giovanni Semeraro, Martijn C. Willemsen |
| 2023 | HAI | Leveraging Large Language Models for Goal-driven Interactive Recommendations. | Alan Said, Martijn C. Willemsen, Leandro Balby Marinho, Itallo Silva |
| 2023 | IUI | It Seems Smart, but It Acts Stupid: Development of Trust in AI Advice in a Repeated Legal Decision-Making Task. | Patricia K. Kahr, Gerrit Rooks, Martijn C. Willemsen, Chris C. P. Snijders |
| 2023 | RecSys | 10th Joint Workshop on Interfaces and Human Decision Making for Recommender Systems (IntRS'23). | Peter Brusilovsky, Marco de Gemmis, Alexander Felfernig, Pasquale Lops, Marco Polignano, Giovanni Semeraro, Martijn C. Willemsen |
| 2022 | CHI | Improving understandability of feature contributions in model-agnostic explainable AI tools. | Sophia Hadash, Martijn C. Willemsen, Chris Snijders, Wijnand A. IJsselsteijn |
| 2022 | RecSys | Joint Workshop on Interfaces and Human Decision Making for Recommender Systems (IntRS'22). | Peter Brusilovsky, Marco de Gemmis, Alexander Felfernig, Pasquale Lops, Marco Polignano, Giovanni Semeraro, Martijn C. Willemsen |
| 2022 | RecSys | Exploring the longitudinal effects of nudging on users' music genre exploration behavior and listening preferences. | Yu Liang, Martijn C. Willemsen |
| 2021 | CHI | Overlooking Context: How do Defaults and Framing Reduce Deliberation in Smart Home Privacy Decision-Making? | Paritosh Bahirat, Martijn C. Willemsen, Yangyang He, Qizhang Sun, Bart P. Knijnenburg |
| 2021 | IUI | Interactive Music Genre Exploration with Visualization and Mood Control. | Yu Liang, Martijn C. Willemsen |
| 2021 | RecSys | Joint Workshop on Interfaces and Human Decision Making for Recommender Systems (IntRS'21). | Peter Brusilovsky, Marco de Gemmis, Alexander Felfernig, Elisabeth Lex, Pasquale Lops, Giovanni Semeraro, Martijn C. Willemsen |
| 2021 | RecSys | The role of preference consistency, defaults and musical expertise in users' exploration behavior in a genre exploration recommender. | Yu Liang, Martijn C. Willemsen |
| 2020 | ICCBR | Predicting the Personal-Best Times of Speed Skaters Using Case-Based Reasoning. | Barry Smyth, Martijn C. Willemsen |
| 2020 | IUI | With a little help from my peers: depicting social norms in a recommender interface to promote energy conservation. | Alain D. Starke, Martijn C. Willemsen, Chris Snijders |
| 2020 | RecSys | Interfaces and Human Decision Making for Recommender Systems. | Peter Brusilovsky, Marco de Gemmis, Alexander Felfernig, Pasquale Lops, John O'Donovan, Giovanni Semeraro, Martijn C. Willemsen |
| 2019 | CHI | Beyond Behavior: The Coach's Perspective on Technology in Health Coaching. | Heleen Rutjes, Martijn C. Willemsen, Wijnand A. IJsselsteijn |
| 2019 | IUI | IUIoT: intelligent user interfaces for IoT. | Bart P. Knijnenburg, Paritosh Bahirat, Yangyang He, Martijn C. Willemsen, Qizhang Sun, Alfred Kobsa |
| 2019 | IUI | Rasch-based tailored goals for nutrition assistance systems. | Hanna Schfer, Martijn C. Willemsen |
| 2019 | RecSys | RecSys '19 joint workshop on interfaces and human decision making for recommender systems. | Peter Brusilovsky, Marco de Gemmis, Alexander Felfernig, Pasquale Lops, John O'Donovan, Giovanni Semeraro, Martijn C. Willemsen |
| 2019 | RecSys | How Playlist Evaluation Compares to Track Evaluations in Music Recommender Systems. | Sophia Hadash, Yu Liang, Martijn C. Willemsen |
| 2019 | RecSys | From preference into decision making: modeling user interactions in recommender systems. | Qian Zhao, Martijn C. Willemsen, Gediminas Adomavicius, F. Maxwell Harper, Joseph A. Konstan |
| 2018 | IUI | Personalizing a Parenting App: Parenting-Style Surveys Beat Behavioral Reading-Based Models. | Mark P. Graus, Martijn C. Willemsen, Chris Snijders |
| 2018 | RecSys | Recsys'18 joint workshop on interfaces and human decision making for recommender systems. | Peter Brusilovsky, Marco de Gemmis, Alexander Felfernig, Pasquale Lops, John O'Donovan, Giovanni Semeraro, Martijn C. Willemsen |
| 2018 | RecSys | Interpreting user inaction in recommender systems. | Qian Zhao, Martijn C. Willemsen, Gediminas Adomavicius, F. Maxwell Harper, Joseph A. Konstan |
| 2018 | SAC | Movieexplorer: building an interactive exploration tool from ratings and latent taste spaces. | Taavi T. Taijala, Martijn C. Willemsen, Joseph A. Konstan |
| 2017 | CSCW | Toward Better Interactions in Recommender Systems: Cycling and Serpentining Approaches for Top-N Item Lists. | Qian Zhao, Gediminas Adomavicius, F. Maxwell Harper, Martijn C. Willemsen, Joseph A. Konstan |
| 2017 | EICS | Understanding User Preferences and Goals in Recommender Systems. | Martijn C. Willemsen |
| 2017 | IUI | IUI'17 Companion-Workshop Summary for HUMANIZE'17. | Mark P. Graus, Bruce Ferwerda, Markus Schedl, Marko Tkalcic, Martijn C. Willemsen, Panagiotis Germanakos |
| 2017 | RecSys | RecSys'17 Joint Workshop on Interfaces and Human Decision Making for Recommender Systems. | Peter Brusilovsky, Marco de Gemmis, Alexander Felfernig, Pasquale Lops, John O'Donovan, Nava Tintarev, Martijn C. Willemsen |
| 2017 | RecSys | Effective User Interface Designs to Increase Energy-efficient Behavior in a Rasch-based Energy Recommender System. | Alain Starke, Martijn C. Willemsen, Chris Snijders |
| 2016 | Persuasive | Understanding Effective Coaching on Healthy Lifestyle by Combining Theory- and Data-driven Approaches. | Heleen Rutjes, Martijn C. Willemsen, Wijnand A. IJsselsteijn |
| 2016 | RecSys | RecSys'16 Joint Workshop on Interfaces and Human Decision Making for Recommender Systems. | Peter Brusilovsky, Alexander Felfernig, Pasquale Lops, John O'Donovan, Giovanni Semeraro, Nava Tintarev, Martijn C. Willemsen |
| 2016 | RecSys | Behaviorism is Not Enough: Better Recommendations through Listening to Users. | Michael D. Ekstrand, Martijn C. Willemsen |
| 2016 | RecSys | Can Trailers Help to Alleviate Popularity Bias in Choice-Based Preference Elicitation? | Mark P. Graus, Martijn C. Willemsen |
| 2015 | RecSys | Improving the User Experience during Cold Start through Choice-Based Preference Elicitation. | Mark P. Graus, Martijn C. Willemsen |
| 2014 | RecSys | User perception of differences in recommender algorithms. | Michael D. Ekstrand, F. Maxwell Harper, Martijn C. Willemsen, Joseph A. Konstan |
| 2013 | RecSys | Workshop on human decision making in recommender systems: decisions@RecSys'13. | Li Chen, Marco de Gemmis, Alexander Felfernig, Pasquale Lops, Francesco Ricci, Giovanni Semeraro, Martijn C. Willemsen |
| 2013 | RecSys | Rating support interfaces to improve user experience and recommender accuracy. | Tien T. Nguyen, Daniel Kluver, Ting-Yu Wang, Pik-Mai Hui, Michael D. Ekstrand, Martijn C. Willemsen, John Riedl |
| 2012 | RecSys | Remembering the stars?: effect of time on preference retrieval from memory. | Dirk G. F. M. Bollen, Mark P. Graus, Martijn C. Willemsen |
| 2012 | RecSys | RecSys'12 workshop on human decision making in recommender systems. | Marco de Gemmis, Alexander Felfernig, Pasquale Lops, Francesco Ricci, Giovanni Semeraro, Martijn C. Willemsen |
| 2011 | RecSys | Each to his own: how different users call for different interaction methods in recommender systems. | Bart P. Knijnenburg, Niels J. M. Reijmer, Martijn C. Willemsen |
| 2011 | RecSys | A pragmatic procedure to support the user-centric evaluation of recommender systems. | Bart P. Knijnenburg, Martijn C. Willemsen, Alfred Kobsa |
| 2011 | RecSys | UCERSTI 2: second workshop on user-centric evaluation of recommender systems and their interfaces. | Martijn C. Willemsen, Dirk G. F. M. Bollen, Michael D. Ekstrand |
| 2010 | CHI | The effect of preference elicitation methods on the user experience of a recommender system. | Bart P. Knijnenburg, Martijn C. Willemsen |
| 2010 | RecSys | Understanding choice overload in recommender systems. | Dirk G. F. M. Bollen, Bart P. Knijnenburg, Martijn C. Willemsen, Mark P. Graus |
| 2009 | RecSys | Understanding the effect of adaptive preference elicitation methods on user satisfaction of a recommender system. | Bart P. Knijnenburg, Martijn C. Willemsen |