Ethical issues in explanations of personalized recommender systems

Elaheh Jafari,Julita Vassileva

2023 ADJUNCT PROCEEDINGS OF THE 31ST ACM CONFERENCE ON USER MODELING, ADAPTATION AND PERSONALIZATION, UMAP 2023(2023)

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摘要
Explanations provide means to increase transparency and trust in personalized recommender systems. However, the design of explanations can raise new ethical problems. This article aims to raise awareness about the ethical considerations that should be taken into account when designing, implementing, and evaluating explanations for personalized recommender systems.
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关键词
Explanations,Ethical issues,Transparency,Trust
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