Quantifying Availability and Discovery in Recommender Systems via Stochastic Reachability

Mihaela Curmei, Sarah Dean, Benjamin Recht

Abstract: In this work, we consider how preference models in interactive recommendation systems determine the availability of content and users’ opportunities for discovery. We propose an evaluation procedur...