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

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

    Cited by: 249|Bibtex|Views54|Links
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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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