A Graph-based Approach for Mitigating Multi-sided Exposure Bias in Recommender Systems

Fairness is a critical system-level objective in recommender systems that has been the subject of extensive recent research. A specific form of fairness is supplier exposure fairness where the objective is to ensure equitable coverage of items across all suppliers in recommendations provided to user...

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Vydané v:	arXiv.org
Hlavní autori:	Mansoury, Masoud, Abdollahpouri, Himan, Pechenizkiy, Mykola, Mobasher, Bamshad, Burke, Robin
Médium:	Paper
Jazyk:	English
Vydavateľské údaje:	Ithaca Cornell University Library, arXiv.org 07.07.2021
Predmet:	Algorithms Bias Low visibility Recommender systems Suppliers Utilities
ISSN:	2331-8422
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