GLORY: Exploration and integration of global and local correlations to improve personalized online social recommendations

Nowadays people manage their social circles via a variety of online social media which employ social recommendation as an important component. Among social recommendation methods, global methods take an emphasis on common tastes between people while local methods assume that new relations are established mainly through people’s common friends. However, in a real social network, both local and global relations exist, which motivate us to...