DocumentCode :
2758170
Title :
Study on covert networks of terroristic organizations based on text analysis
Author :
Duo-Yong, Sun ; Shu-Quan, Guo ; Hai, Zhang ; Ben-Xian, Li
Author_Institution :
Nat. Univ. of Defense Technol., Changsha, China
fYear :
2011
fDate :
10-12 July 2011
Firstpage :
373
Lastpage :
378
Abstract :
Text information on typical domestic terrorist organization released by domestic mainstream network media is collected, and network text analysis tools are adopted to extract the entities that reflect the social network structure of terroristic organizations and the associated data from text information, to construct the covert networks for social organization structure of terrorists. Network analysis tools are adopted to carry out a social network quantitative analysis to the terroristic network characteristics in both individual level and organizational level. The study shows, that text information on terroristic activities from various network media can be effectively processed by text data mining, and visual network models that reflect social organization structure of terrorists can be made accordingly, and this demonstrates that to combine data mining tools with social network analytical method is an effective approach to study the covert networks of terroristic organizations.
Keywords :
data mining; social networking (online); terrorism; text analysis; data mining tools; domestic mainstream network; domestic terrorist organization; network analysis tools; social network analytical method; social network structure; social organization structure; terroristic activities; terroristic organizations; text analysis; text data mining; text information; Algorithm design and analysis; Artificial neural networks; Barium; Organizations; World Wide Web; Data Mining; Network Text Analysis; Social Network Analysis; Terroristic Network;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligence and Security Informatics (ISI), 2011 IEEE International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4577-0082-8
Type :
conf
DOI :
10.1109/ISI.2011.5984117
Filename :
5984117
Link To Document :
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