Searched for: subject%3A%22User%255C+control%22
(1 - 4 of 4)
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Sullivan, Emily (author), Bountouridis, D. (author), Harambam, Jaron J. (author), Najafian, S. (author), Loecherbach, Felicia (author), Makhortykh, Mykola (author), Kelen, Domokos (author), Wilkinson, Daricia (author), Graus, David (author), Tintarev, N. (author)
Personalized content provided by recommender systems is an integral part of the current online news reading experience. However, news recommender systems are criticized for their'black-box' approach to data collection and processing, and for their lack of explainability and transparency. This paper focuses on explaining user profiles...
conference paper 2019
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Jin, Yucheng (author), Htun, Nyi Nyi (author), Tintarev, N. (author), Verbert, Katrien (author)
Music preferences are likely to depend on contextual characteristics such as location and activity. However, most recommender systems do not allow users to adapt recommendations to their current context. We therefore built ContextPlay, a context-aware music recommender that enables user control for both contextual characteristics and music...
conference paper 2019
document
Jin, Yucheng (author), Tintarev, N. (author), Htun, Nyi Nyi (author), Verbert, Katrien (author)
Music recommender systems typically offer a “one-size-fits-all” approach with the same user controls and visualizations for all users. However, the effectiveness of interactive interfaces for music recommender systems is likely to be affected by individual differences. In this paper, we first conduct a comprehensive literature review of...
journal article 2019
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Jin, Yucheng (author), Tintarev, N. (author), Verbert, Katrien (author)
Previous research has found that enabling users to control the recommendation process increases user satisfaction. However, providing additional controls also increases cognitive load, and different users have different needs for control. Therefore, in this study, we investigate the effect of two personal characteristics: musical sophistication...
conference paper 2018
Searched for: subject%3A%22User%255C+control%22
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