Beyond relevance: on novelty and diversity in tag recommendation

Abstract

We propose to explicitly exploit issues related to novelty and diversity in tag recommendation tasks, an unexplored research avenue (only relevance issues have been investigated so far), in order to improve user experience and satisfaction. We propose new tag recommendation strategies to cover these issues and highlight the involved challenges.