The Impact of Group Membership Bias on the Quality and Fairness of Exposure in Ranking

Ali Vardasbi, Maarten de Rijke, Fernando Diaz +1

When learning to rank from user interactions, search and recommender systems must address biases in user behavior to provide a high-quality ranking. One type of bias that has recen…