Popularity Bias Is Not Always Evil: Disentangling Benign and Harmful Bias for Recommendation

Zihao Zhao, Jiawei Chen, Sheng Zhou +4

Recommender system usually suffers from severe popularity bias -- the collected interaction data usually exhibits quite imbalanced or even long-tailed distribution over items. Such…