DocumentCode :
2787637
Title :
OSIA: Open Source Intelligence Analysis System Based on Cloud Computing and Domestic Platform
Author :
Shi-Wei Zhao ; Ze-Wen Cao ; Wen-Sen Liu
Author_Institution :
Sci. & Technol. on Inf. Syst. Eng. Lab., Nat. Univ. of Defense Technol., Changsha, China
fYear :
2015
fDate :
24-26 April 2015
Firstpage :
371
Lastpage :
375
Abstract :
Information safety is significant for state security, especially for intelligence service. OSIA (open source intelligence analyzing) system based on cloud computing and domestic platform is designed and implemented in this paper. For the sake of the security and utility of OSIA, all of the middleware and involved OS are compatible with domestic software. OSIA system concentrates on analyzing open source text intelligence and adopts self-designed distributed crawler system so that a closed circle is formed from intelligence acquisition to analysis process and push service. This paper also illustrates some typical applications of anti-terrorist, such as the "organizational member discovery" based on Stanford parser and cluster algorithm, the "member relation exhibition" based on paralleled PageRank algorithm and the like. The results of experiences show that the OSIA system is suitable for large scale textual intelligence analysis.
Keywords :
cloud computing; data mining; grammars; middleware; parallel algorithms; public domain software; security of data; text analysis; OS; OSIA system; Stanford parser; antiterrorist; cloud computing; cluster algorithm; domestic platform; domestic software; information safety; intelligence acquisition; intelligence service; large scale textual intelligence analysis; member relation exhibition; middleware; open source intelligence analysis system; open source text intelligence; organizational member discovery; paralleled PageRank algorithm; push service; self-designed distributed crawler system; Algorithm design and analysis; Artificial intelligence; Crawlers; Operating systems; Security; Servers; Text mining; cloud computing; domestic platform; intelligence analysis system; text mining;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Information Science and Control Engineering (ICISCE), 2015 2nd International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4673-6849-0
Type :
conf
DOI :
10.1109/ICISCE.2015.89
Filename :
7120629
Link To Document :
بازگشت