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Finding core members in virtual communities

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Published:21 April 2008Publication History

ABSTRACT

Finding the core members of a virtual community is an important problem in community analysis. Here we presented an simulated annealing algorithm to solve this problem by optimizing the user interests concentration ratio in user groups. As an example, we test this algorithm on a virtual community site and evaluate its results using human "gold standard" method.

References

  1. Guimera, M. Sales-Pardo, and L. A. N. Amaral. Module identification in bipartite and directed networks. Physical Review E, 76, 036102(2007).Google ScholarGoogle ScholarCross RefCross Ref
  2. Kirkpatrick, C. D. Gelatt, and M. P. Vecchi. Optimization by simulated annealing. Science, 220(4598):671--680, May 1983.Google ScholarGoogle ScholarCross RefCross Ref
  3. Rheingold. The Virtual Community: Homesteading on the Electronic Frontier, revised edition. The MIT Press, November 2000. Google ScholarGoogle ScholarDigital LibraryDigital Library

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  1. Finding core members in virtual communities

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          • Published in

            cover image ACM Conferences
            WWW '08: Proceedings of the 17th international conference on World Wide Web
            April 2008
            1326 pages
            ISBN:9781605580852
            DOI:10.1145/1367497

            Copyright © 2008 ACM

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            Publication History

            • Published: 21 April 2008

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