2023
DOI: 10.1002/cpe.7647
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Popularity bias in personality perspective: An analysis of how personality traits expose individuals to the unfair recommendation

Abstract: Recommender systems are subject to well-known popularity bias issues, that is, they expose frequently rated items more in recommendation lists than less-rated ones. Such a problem could also have varying effects on users with different gender, age, or rating behavior, which significantly diminishes the users' overall satisfaction with recommendations. In this paper, we approach the problem from the view of user personalities for the first time and discover how users are inclined toward popular items based on t… Show more

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Cited by 4 publications
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