Extract Implicit Semantic Friends and Their Influences from Bipartite Network for Social Recommendation

Abstract Social recommendation often incorporates trusted social links with user-item interactions to enhance rating prediction. Although methods that aggregate explicit social links have shown promising prospects, they are often constrained by the absence of explicit social data and the assumption...

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Bibliographic Details

Published in:	Data Science and Engineering
Main Authors:	Zhigao Zhang, Fanfei Song, Bin Wang, Chuansheng Dong
Format:	Article
Language:	English
Published:	SpringerOpen 2024-07-01
Subjects:	Social recommendation Implicit semantic relations Social influence Bipartite network
Online Access:	https://doi.org/10.1007/s41019-024-00254-x