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schoolKatholieke Universiteit Leuvenbar_chart#3666 Global Rank

Total Papers

HCI Rank

#3666

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Recent Publications

A Systematic Review of Interaction Design Strategies for Group Recommendation Systems

Systems involving artificial intelligence (AI) are protagonists in many everyday activities. Moreover, designers are increasingly implementing these systems for groups of users in various social and cooperative domains. Unfortunately, research on personalized recommendation systems often reports negative experiences d…

IUI '222nd AuthorExplainable AI (XAI) +1

Explaining Call Recommendations in Nursing Homes: A User-Centered Design Approach for Interacting with Knowledge-Based Health Decision Support Systems

Recommender systems are increasingly used in high-risk application domains, including healthcare. It has been shown that explanations are crucial in this context to support decision-making. In this paper, we explore how to explain call recommendations to nurses in nursing homes, providing insight into call priority, n…

IUI '211st AuthorAI Ethics, Fairness & Accountability +2

Perception of Fairness in Group Music Recommender Systems

Fairness is an important aspect in group recommender systems (GRSs). They must ensure that potentially diverse preferences of all group members are taken into consideration when providing recommendations. Previous work has proposed a number of conflict elicitation and merging techniques to produce preferable recommend…

IUI '192nd AuthorExplainable AI (XAI) +1

To Explain or not to Explain: the Effects of Personal Characteristics when Explaining Music Recommendations

Recommender systems have been increasingly used in online services that we consume daily, such as Facebook, Netflix, YouTube, and Spotify. However, these systems are often presented to users as a ``black box'', i.e. the rationale for providing individual recommendations remains unexplained to users. In recent years, v…

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