Community mining method and system based on statistic models
A statistical model and community mining technology, applied in the network field, can solve the problems of detection accuracy dependence and low accuracy of community mining
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[0053] In order to make the object, technical solution and advantages of the present invention clearer, the present invention will be further described in detail below in conjunction with the accompanying drawings and embodiments. It should be understood that the specific embodiments described here are only used to explain the present invention, not to limit the present invention.
[0054] In the embodiment of the present invention, the corresponding statistical model NM is initialized according to the number of communities K K , and then the statistical network NM K Fit the symbolic network and calculate the statistical model NM K The selection criteria H K ; compare all statistical models NM K The model selection H K , select the selection criterion H K Largest Statistical Model NM K As the optimal model NM optim , to determine the number of communities; finally according to the optimal model NM optim Determine the community to which each node i in the symbolic netwo...
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