Mitigating Selection Bias in Recommendation Systems Through Sentiment Analysis and Dynamic Debiasing

Selection bias can cause recommendation systems to over-rely on users’ historical behavior and ignore potential interests, thus reducing the diversity and accuracy of recommendations. Our research on selection bias reveals that the existing literature often overlooks the impact of sentiment factors...

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Bibliographic Details
Main Authors: Fan Zhang, Wenjie Luo, Xiudan Yang
Format: Article
Language:English
Published: MDPI AG 2025-04-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/15/8/4170
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