Time-aware recommender systems: a comprehensive survey and analysis of existing evaluation protocols

User Model. User-Adapt. Interact., pp. 67-119, 2014.

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Keywords:
Time-aware recommender systemsContext-aware recommender systemsEvaluation methodologiesSurvey

Abstract:

Exploiting temporal context has been proved to be an effective approach to improve recommendation performance, as shown, e.g. in the Netflix Prize competition. Time-aware recommender systems (TARS) are indeed receiving increasing attention. A wide range of approaches dealing with the time dimension in user modeling and recommendation stra...More

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