Jointly modeling aspects, ratings and sentiments for movie recommendation (JMARS)
KDD, pp. 193-202, 2014.
collaborative filteringinformation filteringparameter learningtopic modelsintegrated modelingMore(1+)
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