Group Fairness in Recommendation Systems: The Importance of Hierarchical Clustering in Identifying Latent Groups in MovieLens and Amazon Books

Fairness in recommendation systems is a critical area of study, particularly when addressing group disparities based on sensitive attributes such as gender, age, activity levels, or user location. This study also explores latent groups identified through hierarchical clustering techniques. The goal...

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Bibliographic Details
Main Authors: Rafael Vargas Mesquita dos Santos, Giovanni Ventorim Comarela
Format: Article
Language:English
Published: Brazilian Computer Society 2025-07-01
Series:Journal on Interactive Systems
Subjects:
Online Access:https://journals-sol.sbc.org.br/index.php/jis/article/view/5407
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