Jointly modeling aspects, ratings and sentiments for movie recommendation (JMARS)EI

    Cited by: 274|Bibtex|61|

    KDD, pp. 193-202, 2014.

    Keywords:
    collaborative filteringinformation filteringparameter learningtopic modelsintegrated modelingview more (1+)

    Abstract:

    Recommendation and review sites offer a wealth of information beyond ratings. For instance, on IMDb users leave reviews, commenting on different aspects of a movie (e.g. actors, plot, visual effects), and expressing their sentiments (positive or negative) on these aspects in their reviews. This suggests that uncovering aspects and sentime...More
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