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