Auditing Yelp’s Business Ranking and Review Recommendation Through the Lens of Fairness

Published in Proceedings of the Nineteenth International AAAI Conference on Web and Social Media (ICWSM 2025), 2025

This research investigates fairness issues in Yelp’s business ranking and review recommendation systems. The work analyzes how ranking and recommendation mechanisms may influence business visibility, user exposure, and fairness outcomes in online review ecosystems.

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Recommended citation: Auditing Yelp’s Business Ranking and Review Recommendation Through the Lens of Fairness. ICWSM 2025.
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