Proceedings of the Fuzzy System Symposium
22nd Fuzzy System Symposium
Session ID : 8C3-2
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Stability Analysis on Community Dividing Methods for Growing Complex Networks
*Jun OhwadaShinichiro YoshiiMasashi Furukawa
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Abstract
Some the algorithms for dividing the large-scale complex network into the community only by the topology are proposed. These existing algorithms are applied to static network, and adaptability to a network that changes depending on time and a different type of networks is not considered. In my study, I propose a stable community detecting algorithm for evolving complex networks. First, I bring in a stability to evaluate some existing algorithms, then, I developed a method to detect robust communities. For as numerical experiment, I applied a proposal method and some existing methods to three evolving network models and Weblog network based on real data on World Wide Web, availability of a proposal method is shown.
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© 2006 Japan Society for Fuzzy Theory and Intelligent Informatics
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