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Intelligent Systems Reference Library
Nowadays social websites have become a major trend in the Web 2.0 environment, enabling abundant social data available. In this paper, we explore the role of two types of social relationships: membership and friendship, while being fused with traditional CF (Collaborative Filtering) recommender methods in order to more accurately predict users' interests and produce recommendations to them. Through an exploratory evaluation with real-life dataset from Last.fm, we have revealed respectivedoi:10.1007/978-3-642-25694-3_8 fatcat:qkjm2bhiknho7beojzkia7wg4y