Martijn C. Willemsen

Orcid: 0000-0001-5908-9511

Affiliations:
  • Eindhoven University of Technology, The Netherlands


According to our database1, Martijn C. Willemsen authored at least 76 papers between 2000 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Measuring the benefit of increased transparency and control in news recommendation.
AI Mag., 2024

11th Joint Workshop on Interfaces and Human Decision Making for Recommender Systems (IntRS'24).
Proceedings of the 18th ACM Conference on Recommender Systems, 2024

Leveraging ChatGPT for Automated Human-centered Explanations in Recommender Systems.
Proceedings of the 29th International Conference on Intelligent User Interfaces, 2024

Benefits of Human-AI Interaction for Expert Users Interacting with Prediction Models: a Study on Marathon Running.
Proceedings of the 29th International Conference on Intelligent User Interfaces, 2024

The Trust Recovery Journey. The Effect of Timing of Errors on the Willingness to Follow AI Advice.
Proceedings of the 29th International Conference on Intelligent User Interfaces, 2024

2023
Report on the 10th Joint Workshop on Interfaces and Human Decision Making for Recommender Systems (IntRS 2023) at ACM RecSys 2023.
SIGIR Forum, December, 2023

Report on the Dagstuhl Seminar on Frontiers of Information Access Experimentation for Research and Education.
SIGIR Forum, June, 2023

Promoting Music Exploration through Personalized Nudging in a Genre Exploration Recommender.
Int. J. Hum. Comput. Interact., April, 2023

10th Joint Workshop on Interfaces and Human Decision Making for Recommender Systems (IntRS'23).
Proceedings of the 17th ACM Conference on Recommender Systems, 2023

It Seems Smart, but It Acts Stupid: Development of Trust in AI Advice in a Repeated Legal Decision-Making Task.
Proceedings of the 28th International Conference on Intelligent User Interfaces, 2023

Leveraging Large Language Models for Recommendation and Explanation.
Proceedings of the 10th Joint Workshop on Interfaces and Human Decision Making for Recommender Systems (IntRS 2023) co-located with 17th ACM Conference on Recommender Systems (RecSys 2023), 2023

Look and You Will Find It: Fairness-Aware Data Collection through Active Learning.
Proceedings of the Workshop on Interactive Adaptive Learning co-located with European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2023), 2023

Leveraging Large Language Models for Goal-driven Interactive Recommendations.
Proceedings of the International Conference on Human-Agent Interaction, 2023

2022
Individual and Group Decision Making and Recommender Systems.
Proceedings of the Recommender Systems Handbook, 2022

The Influence of Personal Health Data on the Health Coaching Process.
Frontiers Big Data, 2022

Exploring the longitudinal effects of nudging on users' music genre exploration behavior and listening preferences.
Proceedings of the RecSys '22: Sixteenth ACM Conference on Recommender Systems, Seattle, WA, USA, September 18, 2022

Joint Workshop on Interfaces and Human Decision Making for Recommender Systems (IntRS'22).
Proceedings of the RecSys '22: Sixteenth ACM Conference on Recommender Systems, Seattle, WA, USA, September 18, 2022

Improving understandability of feature contributions in model-agnostic explainable AI tools.
Proceedings of the CHI '22: CHI Conference on Human Factors in Computing Systems, New Orleans, LA, USA, 29 April 2022, 2022

2021
Promoting Energy-Efficient Behavior by Depicting Social Norms in a Recommender Interface.
ACM Trans. Interact. Intell. Syst., 2021

Nudging Healthy Choices in Food Search Through Visual Attractiveness.
Frontiers Artif. Intell., 2021

Respecting Human Autonomy in Critical Care Clinical Decision Support.
Frontiers Comput. Sci., 2021

Using Explanations as Energy-Saving Frames: A User-Centric Recommender Study.
Proceedings of the Adjunct Publication of the 29th ACM Conference on User Modeling, 2021

The role of preference consistency, defaults and musical expertise in users' exploration behavior in a genre exploration recommender.
Proceedings of the RecSys '21: Fifteenth ACM Conference on Recommender Systems, Amsterdam, The Netherlands, 27 September 2021, 2021

Joint Workshop on Interfaces and Human Decision Making for Recommender Systems (IntRS'21).
Proceedings of the RecSys '21: Fifteenth ACM Conference on Recommender Systems, Amsterdam, The Netherlands, 27 September 2021, 2021

Interactive Music Genre Exploration with Visualization and Mood Control.
Proceedings of the IUI '21: 26th International Conference on Intelligent User Interfaces, 2021

Overlooking Context: How do Defaults and Framing Reduce Deliberation in Smart Home Privacy Decision-Making?
Proceedings of the CHI '21: CHI Conference on Human Factors in Computing Systems, 2021

2020
Unpacking the intention-behavior gap in privacy decision making for the internet of things (IoT) using aspect listing.
Comput. Secur., 2020

Interfaces and Human Decision Making for Recommender Systems.
Proceedings of the RecSys 2020: Fourteenth ACM Conference on Recommender Systems, 2020

With a little help from my peers: depicting social norms in a recommender interface to promote energy conservation.
Proceedings of the IUI '20: 25th International Conference on Intelligent User Interfaces, 2020

Predicting the Personal-Best Times of Speed Skaters Using Case-Based Reasoning.
Proceedings of the Case-Based Reasoning Research and Development, 2020

2019
Personalized Recommendations for Music Genre Exploration.
Proceedings of the 27th ACM Conference on User Modeling, Adaptation and Personalization, 2019

From preference into decision making: modeling user interactions in recommender systems.
Proceedings of the 13th ACM Conference on Recommender Systems, 2019

How Playlist Evaluation Compares to Track Evaluations in Music Recommender Systems.
Proceedings of the 6th Joint Workshop on Interfaces and Human Decision Making for Recommender Systems co-located with 13th ACM Conference on Recommender Systems(RecSys 2019), 2019

RecSys '19 joint workshop on interfaces and human decision making for recommender systems.
Proceedings of the 13th ACM Conference on Recommender Systems, 2019

Rasch-based tailored goals for nutrition assistance systems.
Proceedings of the 24th International Conference on Intelligent User Interfaces, 2019

IUIoT: intelligent user interfaces for IoT.
Proceedings of the 24th International Conference on Intelligent User Interfaces: Companion, 2019

Beyond Behavior: The Coach's Perspective on Technology in Health Coaching.
Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems, 2019

2018
The Dagstuhl Perspectives Workshop on Performance Modeling and Prediction.
SIGIR Forum, 2018

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, 2018

Movieexplorer: building an interactive exploration tool from ratings and latent taste spaces.
Proceedings of the 33rd Annual ACM Symposium on Applied Computing, 2018

Interpreting user inaction in recommender systems.
Proceedings of the 12th ACM Conference on Recommender Systems, 2018

Recsys'18 joint workshop on interfaces and human decision making for recommender systems.
Proceedings of the 12th ACM Conference on Recommender Systems, 2018

Personalizing a Parenting App: Parenting-Style Surveys Beat Behavioral Reading-Based Models.
Proceedings of the Joint Proceedings of the ACM IUI 2018 Workshops co-located with the 23rd ACM Conference on Intelligent User Interfaces (ACM IUI 2018), 2018

2017
Effective User Interface Designs to Increase Energy-efficient Behavior in a Rasch-based Energy Recommender System.
Proceedings of the Eleventh ACM Conference on Recommender Systems, 2017

RecSys'17 Joint Workshop on Interfaces and Human Decision Making for Recommender Systems.
Proceedings of the Eleventh ACM Conference on Recommender Systems, 2017

Benefits and costs of patient generated data, from the clinician's and patient's perspective.
Proceedings of the 11th EAI International Conference on Pervasive Computing Technologies for Healthcare, 2017

IUI'17 Companion-Workshop Summary for HUMANIZE'17.
Proceedings of the Companion Publication of the 22nd International Conference on Intelligent User Interfaces, 2017

Understanding User Preferences and Goals in Recommender Systems.
Proceedings of the Second Workshop on Engineering Computer-Human Interaction in Recommender Systems co-located with the 9th ACM SIGCHI Symposium on Engineering Interactive Computing Systems (EICS 2017), 2017

Toward Better Interactions in Recommender Systems: Cycling and Serpentining Approaches for Top-N Item Lists.
Proceedings of the 2017 ACM Conference on Computer Supported Cooperative Work and Social Computing, 2017

2016
Understanding the role of latent feature diversification on choice difficulty and satisfaction.
User Model. User Adapt. Interact., 2016

Inferring Capabilities of Intelligent Agents from Their External Traits.
ACM Trans. Interact. Intell. Syst., 2016

Lifestyle Recommendations for Hypertension through Rasch-based Feasibility Modeling.
Proceedings of the 2016 Conference on User Modeling Adaptation and Personalization, 2016

Can Trailers Help to Alleviate Popularity Bias in Choice-Based Preference Elicitation?
Proceedings of the Joint Workshop on Interfaces and Human Decision Making for Recommender Systems co-located with ACM Conference on Recommender Systems (RecSys 2016), 2016

Behaviorism is Not Enough: Better Recommendations through Listening to Users.
Proceedings of the 10th ACM Conference on Recommender Systems, 2016

RecSys'16 Joint Workshop on Interfaces and Human Decision Making for Recommender Systems.
Proceedings of the 10th ACM Conference on Recommender Systems, 2016

Understanding Effective Coaching on Healthy Lifestyle by Combining Theory- and Data-driven Approaches.
Proceedings of the International Workshop on Personalization in Persuasive Technology co-located with the 11th International Conference on Persuasive Technology (PT 2016), 2016

2015
Evaluating Recommender Systems with User Experiments.
Proceedings of the Recommender Systems Handbook, 2015

Human Decision Making and Recommender Systems.
Proceedings of the Recommender Systems Handbook, 2015

Understanding Real-Life Website Adaptations by Investigating the Relations Between User Behavior and User Experience.
Proceedings of the User Modeling, Adaptation and Personalization, 2015

Improving the User Experience during Cold Start through Choice-Based Preference Elicitation.
Proceedings of the 9th ACM Conference on Recommender Systems, 2015

Saving Energy in 1-D: Tailoring Energy-saving Advice Using a Rasch-based Energy Recommender System.
Proceedings of the 2nd International Workshop on Decision Making and Recommender Systems, 2015

2014
User perception of differences in recommender algorithms.
Proceedings of the Eighth ACM Conference on Recommender Systems, 2014

Smart sustainability through system satisfaction: Tailored preference elicitation for energy-saving recommenders.
Proceedings of the 20th Americas Conference on Information Systems, 2014

2013
Rating support interfaces to improve user experience and recommender accuracy.
Proceedings of the Seventh ACM Conference on Recommender Systems, 2013

Workshop on human decision making in recommender systems: decisions@RecSys'13.
Proceedings of the Seventh ACM Conference on Recommender Systems, 2013

2012
Explaining the user experience of recommender systems.
User Model. User Adapt. Interact., 2012

RecSys'12 workshop on human decision making in recommender systems.
Proceedings of the Sixth ACM Conference on Recommender Systems, 2012

Remembering the stars?: effect of time on preference retrieval from memory.
Proceedings of the Sixth ACM Conference on Recommender Systems, 2012

2011
UCERSTI 2: second workshop on user-centric evaluation of recommender systems and their interfaces.
Proceedings of the 2011 ACM Conference on Recommender Systems, 2011

A pragmatic procedure to support the user-centric evaluation of recommender systems.
Proceedings of the 2011 ACM Conference on Recommender Systems, 2011

Each to his own: how different users call for different interaction methods in recommender systems.
Proceedings of the 2011 ACM Conference on Recommender Systems, 2011

2010
Understanding choice overload in recommender systems.
Proceedings of the 2010 ACM Conference on Recommender Systems, 2010

Receiving Recommendations and Providing Feedback: The User-Experience of a Recommender System.
Proceedings of the E-Commerce and Web Technologies, 11th International Conference, 2010

The effect of preference elicitation methods on the user experience of a recommender system.
Proceedings of the 28th International Conference on Human Factors in Computing Systems, 2010

2009
Understanding the effect of adaptive preference elicitation methods on user satisfaction of a recommender system.
Proceedings of the 2009 ACM Conference on Recommender Systems, 2009

2000
Percentage scaling: a new method for evaluating multiply impaired images.
Proceedings of the Human Vision and Electronic Imaging V, 2000


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