Moodplay: Interactive music recommendation based on Artists' mood similarity.
International Journal of Human-Computer Studies（2019）
摘要
•An interactive mood based music recommendation system is developed and evaluated.•A visualization of moods and artists in the same space enables user interaction.•Moods form a hierarchy and help to explain the recommendations.•Novel interaction mechanisms allow users to explore and tweak recommendations.•Comprehensive evaluation resulted in empirical evidence for avoiding cognitive load.
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关键词
Recommender systems,Music recommendation,Mood context,Context-aware recommendation,Affective computing,Recommendation interface
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