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VCCM Mining: Mining Virtual Community Core Members Based on Gene Expression Programming

, , , , and . Proceedings of Intelligence and Security Informatics: International Workshop, WISI 2006, volume 3917 of Lecture Notes in Computer Science, page 133--138. Singapore, Springer, (April 2006)
DOI: doi:10.1007/11734628_16

Abstract

Intelligence operation against the terrorist network has been studied extensively with the aim to mine the clues and traces of terrorists. The contributions of this paper include: (1) introducing a new approach to classify terrorists based on Gene Expression Programming (GEP); (2) analysing the characteristics of the terrorist organisation, and proposing an algorithm called Create Virtual Community (CVC) based on tree-structure to create a virtual community; (3) proposing a formal definition of Virtual Community (VC) and the VCCM Mining algorithm to mine the core members of a virtual community. Experimental results demonstrate the effectiveness of VCCM Mining. This work was supported by National Science Foundation of China (60473071), Specialised Research Fund for Doctoral Program by the Ministry of Education (20020610007).

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