Correcting the User Feedback-Loop Bias for Recommendation Systems

Weishen Pan, Sen Cui, Hongyi Wen +3

Selection bias is prevalent in the data for training and evaluating recommendation systems with explicit feedback. For example, users tend to rate items they like. However, when ra…