LTP-MMF: Toward Long-Term Provider Max-Min Fairness under Recommendation Feedback Loops

Multi-stakeholder recommender systems involve various roles, such as users and providers. Previous work pointed out that max-min fairness (MMF) is a better metric to support weak providers. However, when considering MMF, the features or parameters of these roles vary over time, and how to ensure lon...

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Veröffentlicht in:	ACM transactions on information systems 2025-01, Vol.43 (1), p.1-29, Article 11
Hauptverfasser:	Xu, Chen, Ye, Xiaopeng, Xu, Jun, Zhang, Xiao, Shen, Weiran, Wen, Ji-Rong
Format:	Artikel
Sprache:	eng
Schlagworte:	Information retrieval Information systems
Online-Zugang:	Volltext
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