Exposure-Aware Recommendation using Contextual Bandits

Masoud Mansoury, Bamshad Mobasher, Herke van Hoof

Exposure bias is a well-known issue in recommender systems where items and suppliers are not equally represented in the recommendation results. This is especially problematic when…