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