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Online shopping has grown rapidly over the past few years. Besides the convenience of shopping directly from ones home, an important advantage of e-commerce is the great variety of items that online stores offer. However, with such a large number of items, it becomes harder for vendors to determine which items are more relevant for a given user. Recommender Systems are programs that attempt to assist in such scenarios by presenting the user a small subset of items which she is likely to finddoi:10.1109/icdew.2011.5767667 dblp:conf/icde/BoimM11 fatcat:kl6qf3iqkfdt7pzpvvdra72xnq