Going Beyond Popularity and Positivity Bias: Correcting for Multifactorial Bias in Recommender Systems

Jin Huang, Harrie Oosterhuis, Masoud Mansoury +2

Two typical forms of bias in user interaction data with recommender systems (RSs) are popularity bias and positivity bias, which manifest themselves as the over-representation of i…