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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Bibliographic Details

Published in:	arXiv.org
Main Authors:	Mansoury, Masoud, Abdollahpouri, Himan, Pechenizkiy, Mykola, Mobasher, Bamshad, Burke, Robin
Format:	Paper
Language:	English
Published:	Ithaca Cornell University Library, arXiv.org 07.07.2021
Subjects:	Algorithms Bias Low visibility Recommender systems Suppliers Utilities
ISSN:	2331-8422
Online Access:	Get full text
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