A Single-Step Approach to Recommendation Diversification

Sang-Chul Lee, Sang-Wook Kim, Sunju Park, Dong-Kyu Chae

Abstract: This paper addresses recommendation diversification. Existing diversification methods have a difficulty in dealing with the accuracy-diversity tradeoff. We propose a novel method to simultaneously optimize the user preference and diversity of k-items to be recommended.