Offline evaluations of recommender systems attempt to estimate users’ satisfaction with recommendations using static data from prior user interactions.
Dataset contain with new attribute (starring and director), which is extracted from DBpedia. It mapped to the item (movie_id) from the MovieLens 1 Million dataset.