Social influence attentive neural network for friend-enhanced recommendation

• Main Authors: LU, Yuanfu, XIE, Ruobing, SHI, Chuan, FANG, Yuan, WANG, Wei, ZHANG, Xu, LIN, Leyu
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2020
• Subjects: Heterogeneous Graph; Friend-Enhanced Recommendation; Social Inuence; Databases and Information Systems; OS and Networks
• Online Access: https://ink.library.smu.edu.sg/sis_research/5156; https://ink.library.smu.edu.sg/context/sis_research/article/6159/viewcontent/ECML20_SIAN.pdf
• Institution: Singapore Management University

With the thriving of online social networks, there emerges a new recommendation scenario in many social apps, called FriendEnhanced Recommendation (FER) in this paper. In FER, a user is recommended with items liked/shared by his/her friends (called a friend referral circle). These friend referrals a...