Volume 9 Number 4 (Apr. 2014)
Home > Archive > 2014 > Volume 9 Number 4 (Apr. 2014) >
JSW 2014 Vol.9(4): 1045-1049 ISSN: 1796-217X
doi: 10.4304/jsw.9.4.1045-1049

Uncertainty Community Detection in Social Networks

Hongwei Liu, Li Chen, Hui Zhu, Tao Lu, Fei Liang
Guangdong University of Technology, Guangdong Province, 510520, China

Abstract—Community detection in social networks has a great uncertainty and it has commercial value for business. Many of these communities are the target markets to business. Research found that some factors played important roles for social community mining, such as user profile, information of out-degree and in-degree. This paper takes full advantage of user information to model Hybrid Bayesian networks which has strong ability to deal with uncertain event. We begin mining data from users’ profile in social networks and process these data into binary logic data and discrete ones. Combining these two kinds of data, we build Hybrid Bayesian networks, then use graph theory to simplify the process of calculation. Finally, we find that this Hybrid Bayesian networks can provide more accurate and intelligent community detection and it can be applied to different target users and target network communities. Then firms can provide better services for target market.

Index Terms—Bayesian Network; Graph theory; Community detection; Social network


Cite: Hongwei Liu, Li Chen, Hui Zhu, Tao Lu, Fei Liang , "Uncertainty Community Detection in Social Networks," Journal of Software vol. 9, no. 4, pp. 1045-1049, 2014.

General Information

ISSN: 1796-217X (Online)
Frequency:  Bimonthly (Since 2020)
Editor-in-Chief: Prof. Antanas Verikas
Executive Editor: Ms. Yoyo Y. Zhou
Abstracting/ Indexing: DBLP, EBSCO, Google Scholar, ProQuest, INSPEC(IET), ULRICH's Periodicals Directory, WorldCat, etc
E-mail: jsw@iap.org
  • Apr 26, 2021 News!

    Vol 14, No 4- Vol 14, No 12 has been indexed by IET-(Inspec)     [Click]

  • Jun 22, 2020 News!

    Papers published in JSW Vol 14, No 1- Vol 15 No 4 have been indexed by DBLP     [Click]

  • Sep 13, 2021 News!

    The papers published in Vol 16, No 6 have all received dois from Crossref    [Click]

  • Jan 28, 2021 News!

    [CFP] 2021 the annual meeting of JSW Editorial Board, ICCSM 2021, will be held in Rome, Italy, July 21-23, 2021   [Click]

  • Sep 13, 2021 News!

    Vol 16, No 6 has been published with online version     [Click]