Distributional semantic pre-filtering in context-aware recommender systems
User Modeling and User-Adapted Interaction, Volume 26, Issue 1, 2015.
Context-awarenessRecommender systemsDistributional semanticsCollaborative filteringMatrix factorizationMore(2+)
Context-aware recommender systems improve context-free recommenders by exploiting the knowledge of the contextual situation under which a user experienced and rated an item. They use data sets of contextually-tagged ratings to predict how the target user would evaluate (rate) an item in a given contextual situation, with the ultimate goal...More
Full Text (Upload PDF)