Social Influence Aware Personalized Recommendation

Abstract

In this work, to exploit social influence in social influence aware music recommendation, we first quantify social influence. As a step further, in order to improve music recommendation by incorporating social influence, we present a factor graphic model based on social influence. Our experimental results on one real world dataset verify that our proposed approach outperforms current state-of-the-art music recommendation methods substantially.