The Unfairness of Multifactorial Bias in Recommendation

Masoud Mansoury, Jin Huang, Mykola Pechenizkiy +2

Popularity bias and positivity bias are two prominent sources of bias in recommender systems. Both arise from input data, propagate through recommendation models, and lead to unfai…