BriefGPT.xyz
Feb, 2019
推荐系统中的退化反馈环路
Degenerate Feedback Loops in Recommender Systems
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Ray Jiang, Silvia Chiappa, Tor Lattimore, Andras Agyorgy, Pushmeet Kohli
TL;DR
本研究探讨了机器学习在推荐系统中的应用，分析了用户动态和推荐系统行为对“回声室”和“筛选气泡”现象的影响及其解决方案。该研究有助于理解和解决该领域仍然存在的复杂时间情景及其常见问题。
Abstract
machine learning
is used extensively in
recommender systems
deployed in products. The decisions made by these systems can influence user beliefs and preferences which in turn affect the feedback the learning syst
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