Social Influencer Analysis with Factorization Machines

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Title:	Social Influencer Analysis with Factorization Machines
Authors:	Tsai, Ming-Feng;Wang, Chuan-Ju;王釧茹;Lin, Zhe-Li
Contributors:	臺北市立大學資訊科學系
Date:	2015-06
Issue Date:	2019-02-14
Abstract:	How will the reputations of individuals in a social network be influenced by their communities in a quantitative way? This work attempts to observe the collaborative events occurring at individuals involved in a social network to obtain such crucial knowledge. We propose a Factorization Machine approach to find out the latent social influence among the individuals based on their collaborations. Experiments conducted on a real-world DBLP dataset verify that the proposed approach can discover the latent social influence among individuals and provide a better predictive model than several baselines.
Relation:	the 2015 ACM Web Science Conference (WebSci’15)，Oxford，2015/06/28~07/01
Appears in Collections:	[Department of Computer Science] Proceedings

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