COMMUNITY DETECTION IN ONLINE SOCIAL NETWORKS USING ACTIONS OF USERS

Publish Year: 1392
نوع سند: مقاله کنفرانسی
زبان: English
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شناسه ملی سند علمی:

ICS12_215

تاریخ نمایه سازی: 11 مرداد 1393

Abstract:

recently, the online social networks provide a rich resource of Heterogeneous data which its analysis can lead to discover unknown information and relations withinsuch networks. In analysis of social networks data, a challenging issue is the discovery of community including similar nodes and it has widely been studied in the socialnetworking community in the context of the structure of the underlying graphs. The online social networks, additionallyhaving graph structures, include effective information of users within networks, which using this information can lead to improve the quality of communities' discovery. In thispaper, instead of using centrality measures in social networks analysis, to discover leaders and similar nodes,user actions are used and by using these leaders, communities are identified. First, based on Interests and activities of users in networks, we discover some smallcommunities of similar users, and then by using social relations, extend (those) communities. Finally, by conductingdoing empirical studies, the efficiency of our approach on community discovery within the online social networks will be demonstrated.

Keywords:

Online Social Network , Identify leader , Community Detection , Frequent Pattern Mining Algorithm

Authors

Seyed Ahmad Moosavi

Dept. of Computer Engineering Imam Reza International University Mashhad, Iran

Mehrdad Jalali

Dept. of Computer Engineering Islamic Azad University Mashhad branch

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  • Charu C. Aggarwal: Social Network Data Analytic; Springer Science +Business ...
  • Wasserman, Stanley; Faust, Katherine (1994). "Social Network Analysis in the ...
  • M. Coscia, F. Giannott and D. Pedreschi; REVIEW A Classification ...
  • Alan E. Mislove (April, 2009); Online Social Networks: Measurement, Analysis, ...
  • M. Sachan, D. Contractor, A. Faruquie, L. Venkata: Using Content ...
  • D. Ganley, C. Lampe, The ties that bind: social networl ...
  • N. P. Nguyen, T. N. Dinh, Y. Xuan, and M. ...
  • Z. Zou, G. Cao, S. Zhu, S. Ranjan, and A. ...
  • T. N. Dinh, Y. Xuan, and M. T. Thai. Towards ...
  • C. Kiss, M. Bichler, Identification of influencers measuring influence in ...
  • H.W. Lam, C. Wu, Finding influential ebay buyers for viral ...
  • Bo Yang, Dayou Liu, Jiming Liu, and Borko Furht. Discovering ...
  • Santo Fortunato. Community detection in graphs. Physics Reports, 486(3-5):103, June ...
  • Clara Granel, Sergio Gomez and Alex Arenas: Data clustering using ...
  • Bruce Cohen(1 938);Principles of Sociology; translated and adapted the doctor ...
  • Muhaimenul Adnan and Reda and Jone Rokne: Identifying Social Communities ...
  • Amit Goyal and et al. Discovering Leaders from Community Actions: ...
  • Hai Zhuge: Communities and Emerging Semantics in Semantic Link Network: ...
  • Reihaneh Rabany Khorasgani and et al; Top Leaders Community Detection ...