Multi-view Community Detection in Facebook Public Pages

Zhige Xin, Chun Ming Lai, Jon W. Chapman, George Barnett, S. Felix Wu

研究成果: Conference contribution

摘要

Community detection in social networks is widely studied because of its importance in uncovering how people connect and interact. However, little attention has been given to community structure in Facebook public pages. In this study, we investigate the community detection problem in Facebook newsgroup pages. In particular, to deal with the diversity of user activities, we apply multi-view clustering to integrate different views, for example, likes on posts and likes on comments. In this study, we explore the community structure in Facebook public pages. The results show that our method can effectively reduce isolates and improve the quality of community structure.

原文English
主出版物標題New Trends in Computer Technologies and Applications - 23rd International Computer Symposium, ICS 2018, Revised Selected Papers
編輯Chuan-Yu Chang, Chien-Chou Lin, Horng-Horng Lin
發行者Springer Verlag
頁面131-138
頁數8
ISBN(列印)9789811391897
DOIs
出版狀態Published - 2019
事件23rd International Computer Symposium, ICS 2018 - Yunlin, Taiwan
持續時間: 2018 12月 202018 12月 22

出版系列

名字Communications in Computer and Information Science
1013
ISSN(列印)1865-0929
ISSN(電子)1865-0937

Conference

Conference23rd International Computer Symposium, ICS 2018
國家/地區Taiwan
城市Yunlin
期間18-12-2018-12-22

All Science Journal Classification (ASJC) codes

  • 一般電腦科學
  • 一般數學

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