A Contextual Modeling Approach for Model-Based Recommender Systems

ADVANCES IN ARTIFICIAL INTELLIGENCE, CAEPIA 2013, pp. 42-51, 2013.

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Keywords:
context-aware recommendationcontextual modelingmodel-based recommender systems

Abstract:

In this paper we present a contextual modeling approach for model-based recommender systems that integrates and exploits both user preferences and contextual signals in a common vector space. Differently to previous work, we conduct a user study acquiring and analyzing a variety of realistic contextual signals associated to user preferenc...More

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