Computer Science ›› 2013, Vol. 40 ›› Issue (Z11): 63-67.

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Social Network’s Fuzzy Cluster Theory and its Applications

SHEN Jie and GUO Li-sen   

  • Online:2018-11-16 Published:2018-11-16

Abstract: This paper analyzes the existing social network''s history,characteristics and applications,next we derives the corresponding theoretical model.In our fuzzy cluster belief propagation theory,according to social network’s coverage,we classify it into hierarchical sets,analysis the affected number of users and user behaviors,then dividing the sets into different clusters through the proposed algorithm.Since we adopt the fuzzy set to calculate the approximation of propagation probability,the computation complexity is reduced.Then,we give an example of social network for electrical automobile charge,in which the wireless sensor networks and social Web2.0application mode are both used.Through comparing the statistic data and those estimated from our cluster algorithm,it proves that the effective and accurate of algorithm.Finally,we give the general social network business model and look forward to its impact on the future of the Internet.

Key words: Social network,User behavior,Relationship measurement,Fuzzy cluster,Business mode,Sensor network

[1] Kwak H,Lee C,Park H.What is Twitter,a Social Network or a News Media? WWW 2010
[2] boyd D M,Ellison N B.Social Network Sites:Definition,History,and Scholarship[J].Journal of Computer-Mediated Communication,2008,3
[3] Abramson G,Kuperman M.Social games in a social network,2000
[4] Ortega J L,Aguillo I F.Visualization of the Nordic academic web:Link analysis using social network tools[J].Information Processing and Management,2007
[5] Kadushin C.Introduction to Social Network Theory:Chapter 2. Some Basic Network Concepts and Propositions,2004
[6] Liu Dong,Ye Guang-nan,Chen Ching-ting.Hybrid Social Media Network,MM 2012
[7] Papadimitriou A,Katsaros D,Manolopoulos Y.Social NetworkAnalysis and its Applications in Wireless Sensor and Vehicular Networks,2012
[8] Cestra G,Liguori G,Clementini E.MyTravel:A Geo-referenced Social-Oriented Web 2.0Application.LNCS 6782:ICCSA 2011,Part I
[9] Lewis K,Kaufman J,Gonzalez M.Tastes,ties,and time:A new social network dataset using Facebook.Com.2008
[10] Borgatti S P,Mehra A,Brass D J.Network Analysis in the Social Sciences.Science 323,892,2009
[11] Sgroi D.Social network theory,broadband and the future of the World Wide Web.Telecommunications Policy,2008,2
[12] Fourli I.Business Model for Mobile Social Network.Master thesis,2010

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