Martijn C. Willemsen

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 54

Top Topics

Interactive Exploration

Preference Elicitation

Human Decision Making

Top Venues

Publications

Patricia K. Kahr, Gerrit Rooks, Chris Snijders, Martijn C. Willemsen
The Trust Recovery Journey. The Effect of Timing of Errors on the Willingness to Follow AI Advice. IUI (2024)
Heleen Muijlwijk, Martijn C. Willemsen, Barry Smyth, Wijnand A. IJsselsteijn
Benefits of Human-AI Interaction for Expert Users Interacting with Prediction Models: a Study on Marathon Running. IUI (2024)
Itallo Silva, Leandro Balby Marinho, Alan Said, Martijn C. Willemsen
Leveraging ChatGPT for Automated Human-centered Explanations in Recommender Systems. IUI (2024)
Nava Tintarev, Bart P. Knijnenburg, Martijn C. Willemsen
Measuring the benefit of increased transparency and control in news recommendation. AI Mag. 45 (2) (2024)
Yu Liang, Martijn C. Willemsen
Promoting Music Exploration through Personalized Nudging in a Genre Exploration Recommender. Int. J. Hum. Comput. Interact. 39 (7) (2023)
Christine Bauer, Ben Carterette, Nicola Ferro, Norbert Fuhr, Joeran Beel, Timo Breuer, Charles L. A. Clarke, Anita Crescenzi, Gianluca Demartini, Giorgio Maria Di Nunzio, Laura Dietz, Guglielmo Faggioli, Bruce Ferwerda, Maik Fröbe, Matthias Hagen, Allan Hanbury, Claudia Hauff, Dietmar Jannach, Noriko Kando, Evangelos Kanoulas, Bart P. Knijnenburg, Udo Kruschwitz, Meijie Li, Maria Maistro, Lien Michiels, Andrea Papenmeier, Martin Potthast, Paolo Rosso, Alan Said, Philipp Schaer, Christin Seifert, Damiano Spina, Benno Stein, Nava Tintarev, Julián Urbano, Henning Wachsmuth, Martijn C. Willemsen, Justin Zobel
Report on the Dagstuhl Seminar on Frontiers of Information Access Experimentation for Research and Education. SIGIR Forum 57 (1) (2023)
Peter Brusilovsky, Marco de Gemmis, Alexander Felfernig, Pasquale Lops, Marco Polignano, Giovanni Semeraro, Martijn C. Willemsen
10th Joint Workshop on Interfaces and Human Decision Making for Recommender Systems (IntRS'23). RecSys (2023)
Itallo Silva, Alan Said, Leandro Balby Marinho, Martijn C. Willemsen
Leveraging Large Language Models for Recommendation and Explanation. IntRS@RecSys (2023)
Alan Said, Martijn C. Willemsen, Leandro Balby Marinho, Itallo Silva
Leveraging Large Language Models for Goal-driven Interactive Recommendations. HAI (2023)
Hilde J. P. Weerts, Renée Theunissen, Martijn C. Willemsen
Look and You Will Find It: Fairness-Aware Data Collection through Active Learning. IAL@PKDD/ECML (2023)
Patricia K. Kahr, Gerrit Rooks, Martijn C. Willemsen, Chris C. P. Snijders
It Seems Smart, but It Acts Stupid: Development of Trust in AI Advice in a Repeated Legal Decision-Making Task. IUI (2023)
Peter Brusilovsky, Marco de Gemmis, Alexander Felfernig, Pasquale Lops, Marco Polignano, Giovanni Semeraro, Martijn C. Willemsen
Report on the 10th Joint Workshop on Interfaces and Human Decision Making for Recommender Systems (IntRS 2023) at ACM RecSys 2023. SIGIR Forum 57 (2) (2023)
Sophia Hadash, Martijn C. Willemsen, Chris Snijders, Wijnand A. IJsselsteijn
Improving understandability of feature contributions in model-agnostic explainable AI tools. CHI (2022)
Peter Brusilovsky, Marco de Gemmis, Alexander Felfernig, Pasquale Lops, Marco Polignano, Giovanni Semeraro, Martijn C. Willemsen
Joint Workshop on Interfaces and Human Decision Making for Recommender Systems (IntRS'22). RecSys (2022)
Heleen Rutjes, Martijn C. Willemsen, Milou Feijt, Wijnand A. IJsselsteijn
The Influence of Personal Health Data on the Health Coaching Process. Frontiers Big Data 5 (2022)
Yu Liang, Martijn C. Willemsen
Exploring the longitudinal effects of nudging on users' music genre exploration behavior and listening preferences. RecSys (2022)
Yu Liang, Martijn C. Willemsen
The role of preference consistency, defaults and musical expertise in users' exploration behavior in a genre exploration recommender. RecSys (2021)
Yu Liang, Martijn C. Willemsen
Interactive Music Genre Exploration with Visualization and Mood Control. IUI (2021)
Alain Starke, Martijn C. Willemsen, Chris Snijders
Promoting Energy-Efficient Behavior by Depicting Social Norms in a Recommender Interface. ACM Trans. Interact. Intell. Syst. 11 (3-4) (2021)
Paritosh Bahirat, Martijn C. Willemsen, Yangyang He, Qizhang Sun, Bart P. Knijnenburg
Overlooking Context: How do Defaults and Framing Reduce Deliberation in Smart Home Privacy Decision-Making? CHI (2021)
Monique Hendriks, Martijn C. Willemsen, Francesco Sartor, Jettie Hoonhout
Respecting Human Autonomy in Critical Care Clinical Decision Support. Frontiers Comput. Sci. 3 (2021)
Alain D. Starke, Martijn C. Willemsen, Chris Snijders
Using Explanations as Energy-Saving Frames: A User-Centric Recommender Study. UMAP (Adjunct Publication) (2021)
Alain D. Starke, Martijn C. Willemsen, Christoph Trattner
Nudging Healthy Choices in Food Search Through Visual Attractiveness. Frontiers Artif. Intell. 4 (2021)
Peter Brusilovsky, Marco de Gemmis, Alexander Felfernig, Elisabeth Lex, Pasquale Lops, Giovanni Semeraro, Martijn C. Willemsen
Joint Workshop on Interfaces and Human Decision Making for Recommender Systems (IntRS'21). RecSys (2021)
Qizhang Sun, Martijn C. Willemsen, Bart P. Knijnenburg
Unpacking the intention-behavior gap in privacy decision making for the internet of things (IoT) using aspect listing. Comput. Secur. 97 (2020)
Alain D. Starke, Martijn C. Willemsen, Chris Snijders
With a little help from my peers: depicting social norms in a recommender interface to promote energy conservation. IUI (2020)
Barry Smyth, Martijn C. Willemsen
Predicting the Personal-Best Times of Speed Skaters Using Case-Based Reasoning. ICCBR (2020)
Peter Brusilovsky, Marco de Gemmis, Alexander Felfernig, Pasquale Lops, John O'Donovan, Giovanni Semeraro, Martijn C. Willemsen
Interfaces and Human Decision Making for Recommender Systems. RecSys (2020)
Sophia Hadash, Yu Liang, Martijn C. Willemsen
How Playlist Evaluation Compares to Track Evaluations in Music Recommender Systems. IntRS@RecSys (2019)
Yu Liang, Martijn C. Willemsen
Personalized Recommendations for Music Genre Exploration. UMAP (2019)
Peter Brusilovsky, Marco de Gemmis, Alexander Felfernig, Pasquale Lops, John O'Donovan, Giovanni Semeraro, Martijn C. Willemsen
RecSys '19 joint workshop on interfaces and human decision making for recommender systems. RecSys (2019)
Qian Zhao, Martijn C. Willemsen, Gediminas Adomavicius, F. Maxwell Harper, Joseph A. Konstan
From preference into decision making: modeling user interactions in recommender systems. RecSys (2019)
Bart P. Knijnenburg, Paritosh Bahirat, Yangyang He, Martijn C. Willemsen, Qizhang Sun, Alfred Kobsa
IUIoT: intelligent user interfaces for IoT. IUI Companion (2019)
Hanna Schäfer, Martijn C. Willemsen
Rasch-based tailored goals for nutrition assistance systems. IUI (2019)
Heleen Rutjes, Martijn C. Willemsen, Wijnand A. IJsselsteijn
Beyond Behavior: The Coach's Perspective on Technology in Health Coaching. CHI (2019)
Taavi T. Taijala, Martijn C. Willemsen, Joseph A. Konstan
Movieexplorer: building an interactive exploration tool from ratings and latent taste spaces. SAC (2018)
Peter Brusilovsky, Marco de Gemmis, Alexander Felfernig, Pasquale Lops, John O'Donovan, Giovanni Semeraro, Martijn C. Willemsen
Recsys'18 joint workshop on interfaces and human decision making for recommender systems. RecSys (2018)
Qian Zhao, Martijn C. Willemsen, Gediminas Adomavicius, F. Maxwell Harper, Joseph A. Konstan
Interpreting user inaction in recommender systems. RecSys (2018)
Mark P. Graus, Martijn C. Willemsen, Chris Snijders
Personalizing a Parenting App: Parenting-Style Surveys Beat Behavioral Reading-Based Models. IUI Workshops (2018)
Nicola Ferro, Norbert Fuhr, Gregory Grefenstette, Joseph A. Konstan, Pablo Castells, Elizabeth M. Daly, Thierry Declerck, Michael D. Ekstrand, Werner Geyer, Julio Gonzalo, Tsvi Kuflik, Krister Lindén, Bernardo Magnini, Jian-Yun Nie, Raffaele Perego, Bracha Shapira, Ian Soboroff, Nava Tintarev, Karin Verspoor, Martijn C. Willemsen, Justin Zobel
The Dagstuhl Perspectives Workshop on Performance Modeling and Prediction. SIGIR Forum 52 (1) (2018)
Nicola Ferro, Norbert Fuhr, Gregory Grefenstette, Joseph A. Konstan, Pablo Castells, Elizabeth M. Daly, Thierry Declerck, Michael D. Ekstrand, Werner Geyer, Julio Gonzalo, Tsvi Kuflik, Krister Lindén, Bernardo Magnini, Jian-Yun Nie, Raffaele Perego, Bracha Shapira, Ian Soboroff, Nava Tintarev, Karin Verspoor, Martijn C. Willemsen, Justin Zobel
From Evaluating to Forecasting Performance: How to Turn Information Retrieval, Natural Language Processing and Recommender Systems into Predictive Sciences (Dagstuhl Perspectives Workshop 17442). Dagstuhl Manifestos 7 (1) (2018)
Alain Starke, Martijn C. Willemsen, Chris Snijders
Effective User Interface Designs to Increase Energy-efficient Behavior in a Rasch-based Energy Recommender System. RecSys (2017)
Qian Zhao, Gediminas Adomavicius, F. Maxwell Harper, Martijn C. Willemsen, Joseph A. Konstan
Toward Better Interactions in Recommender Systems: Cycling and Serpentining Approaches for Top-N Item Lists. CSCW (2017)
Peter Brusilovsky, Marco de Gemmis, Alexander Felfernig, Pasquale Lops, John O'Donovan, Nava Tintarev, Martijn C. Willemsen
RecSys'17 Joint Workshop on Interfaces and Human Decision Making for Recommender Systems. RecSys (2017)
Heleen Rutjes, Martijn C. Willemsen, Janne van Kollenburg, Sander Bogers, Wijnand A. IJsselsteijn
Benefits and costs of patient generated data, from the clinician's and patient's perspective. PervasiveHealth (2017)
Mark P. Graus, Bruce Ferwerda, Markus Schedl, Marko Tkalcic, Martijn C. Willemsen, Panagiotis Germanakos
IUI'17 Companion-Workshop Summary for HUMANIZE'17. IUI Companion (2017)
Martijn C. Willemsen
Understanding User Preferences and Goals in Recommender Systems. EnCHIReS@EICS (2017)
Heleen Rutjes, Martijn C. Willemsen, Wijnand A. IJsselsteijn
Understanding Effective Coaching on Healthy Lifestyle by Combining Theory- and Data-driven Approaches. PPT@PERSUASIVE (2016)
Martijn C. Willemsen, Mark P. Graus, Bart P. Knijnenburg
Understanding the role of latent feature diversification on choice difficulty and satisfaction. User Model. User Adapt. Interact. 26 (4) (2016)
Bart P. Knijnenburg, Martijn C. Willemsen
Inferring Capabilities of Intelligent Agents from Their External Traits. ACM Trans. Interact. Intell. Syst. 6 (4) (2016)
Mustafa Radha, Martijn C. Willemsen, Mark Boerhof, Wijnand A. IJsselsteijn
Lifestyle Recommendations for Hypertension through Rasch-based Feasibility Modeling. UMAP (2016)
Peter Brusilovsky, Alexander Felfernig, Pasquale Lops, John O'Donovan, Giovanni Semeraro, Nava Tintarev, Martijn C. Willemsen
RecSys'16 Joint Workshop on Interfaces and Human Decision Making for Recommender Systems. RecSys (2016)
Michael D. Ekstrand, Martijn C. Willemsen
Behaviorism is Not Enough: Better Recommendations through Listening to Users. RecSys (2016)
Mark P. Graus, Martijn C. Willemsen
Can Trailers Help to Alleviate Popularity Bias in Choice-Based Preference Elicitation? IntRS@RecSys (2016)
Alain Starke, Martijn C. Willemsen, Chris Snijders
Saving Energy in 1-D: Tailoring Energy-saving Advice Using a Rasch-based Energy Recommender System. DMRS (2015)
Mark P. Graus, Martijn C. Willemsen, Kevin Swelsen
Understanding Real-Life Website Adaptations by Investigating the Relations Between User Behavior and User Experience. UMAP (2015)
Mark P. Graus, Martijn C. Willemsen
Improving the User Experience during Cold Start through Choice-Based Preference Elicitation. RecSys (2015)
Bart Piet Knijnenburg, Martijn C. Willemsen, Ron Broeders
Smart sustainability through system satisfaction: Tailored preference elicitation for energy-saving recommenders. AMCIS (2014)
Michael D. Ekstrand, F. Maxwell Harper, Martijn C. Willemsen, Joseph A. Konstan
User perception of differences in recommender algorithms. RecSys (2014)
Tien T. Nguyen, Daniel Kluver, Ting-Yu Wang, Pik-Mai Hui, Michael D. Ekstrand, Martijn C. Willemsen, John Riedl
Rating support interfaces to improve user experience and recommender accuracy. RecSys (2013)
Li Chen, Marco de Gemmis, Alexander Felfernig, Pasquale Lops, Francesco Ricci, Giovanni Semeraro, Martijn C. Willemsen
Workshop on human decision making in recommender systems: decisions@RecSys'13. RecSys (2013)
Bart P. Knijnenburg, Martijn C. Willemsen, Zeno Gantner, Hakan Soncu, Chris Newell
Explaining the user experience of recommender systems. User Model. User Adapt. Interact. 22 (4-5) (2012)
Marco de Gemmis, Alexander Felfernig, Pasquale Lops, Francesco Ricci, Giovanni Semeraro, Martijn C. Willemsen
RecSys'12 workshop on human decision making in recommender systems. RecSys (2012)
Dirk G. F. M. Bollen, Mark P. Graus, Martijn C. Willemsen
Remembering the stars?: effect of time on preference retrieval from memory. RecSys (2012)
Martijn C. Willemsen, Dirk G. F. M. Bollen, Michael D. Ekstrand
UCERSTI 2: second workshop on user-centric evaluation of recommender systems and their interfaces. RecSys (2011)
Bart P. Knijnenburg, Martijn C. Willemsen, Alfred Kobsa
A pragmatic procedure to support the user-centric evaluation of recommender systems. RecSys (2011)
Bart P. Knijnenburg, Niels J. M. Reijmer, Martijn C. Willemsen
Each to his own: how different users call for different interaction methods in recommender systems. RecSys (2011)
Bart P. Knijnenburg, Martijn C. Willemsen, Stefan Hirtbach
Receiving Recommendations and Providing Feedback: The User-Experience of a Recommender System. EC-Web (2010)
Dirk G. F. M. Bollen, Bart P. Knijnenburg, Martijn C. Willemsen, Mark P. Graus
Understanding choice overload in recommender systems. RecSys (2010)
Bart P. Knijnenburg, Martijn C. Willemsen
The effect of preference elicitation methods on the user experience of a recommender system. CHI Extended Abstracts (2010)
Bart P. Knijnenburg, Martijn C. Willemsen
Understanding the effect of adaptive preference elicitation methods on user satisfaction of a recommender system. RecSys (2009)
Huib de Ridder, Martijn C. Willemsen
Percentage scaling: a new method for evaluating multiply impaired images. Human Vision and Electronic Imaging (2000)