Rank-Preference Consistency as the Appropriate Metric for Recommender Systems

Tung Nguyen, Jeffrey Uhlmann

In this paper we argue that conventional unitary-invariant measures of recommender system (RS) performance based on measuring differences between predicted ratings and actual user…