User Fairness, Item Fairness, and Diversity for Rankings in Two-Sided Markets

Lequn Wang, Thorsten Joachims

Ranking items by their probability of relevance has long been the goal of conventional ranking systems. While this maximizes traditional criteria of ranking performance, there is a…