Identifying and Upweighting Power-Niche Users to Mitigate Popularity Bias in Recommendations

David Liu, Erik Weis, Moritz Laber +2

Recommender systems have been shown to exhibit popularity bias by over-recommending popular items and under-recommending relevant niche items. We seek to understand niche users in…