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作者:

Wu, Lifang (Wu, Lifang.) (学者:毋立芳) | Zhang, Dai (Zhang, Dai.) | Zhang, Xiuzhen (Zhang, Xiuzhen.) | Jing, Yuchen (Jing, Yuchen.) | Liu, Haiying (Liu, Haiying.) | Chen, Chang Wen (Chen, Chang Wen.)

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CPCI-S EI Scopus

摘要:

We study the problem of recommending followees to users on content curation social networks (CCSNs). Different from existing friendship-oriented user recommendation approaches, we exploit user interest homophily to recommend users of similar interests, combining the users' social network as well as their topical interests. We first profile users with social links and topical interests derived from "re-pin paths". We further design a collaborative filtering strategy for user recommendation based on interest homophily. Experiments on a content curation social network show that our recommendation algorithm based on user interest homophily performs better than recommendation based on user popularity.

关键词:

social recommendation user interest homophily content curation social networks recommender systems

作者机构:

  • [ 1 ] [Wu, Lifang]Beijing Univ Technol, Beijing, Peoples R China
  • [ 2 ] [Zhang, Dai]Beijing Univ Technol, Beijing, Peoples R China
  • [ 3 ] [Jing, Yuchen]Beijing Univ Technol, Beijing, Peoples R China
  • [ 4 ] [Liu, Haiying]Beijing Univ Technol, Beijing, Peoples R China
  • [ 5 ] [Zhang, Xiuzhen]RMIT Univ, Sch CS & IT, Melbourne, Vic, Australia
  • [ 6 ] [Chen, Chang Wen]SUNY Buffalo, Comp Sci & Engn, Buffalo, NY USA

通讯作者信息:

  • 毋立芳

    [Wu, Lifang]Beijing Univ Technol, Beijing, Peoples R China

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来源 :

8TH INTERNATIONAL CONFERENCE ON INTERNET MULTIMEDIA COMPUTING AND SERVICE (ICIMCS2016)

年份: 2016

页码: 146-151

语种: 英文

被引次数:

WoS核心集被引频次: 1

SCOPUS被引频次: 1

ESI高被引论文在榜: 0 展开所有

万方被引频次:

中文被引频次:

近30日浏览量: 5

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