DocumentCode :
581056
Title :
Automatic exploitation of multilingual information for military intelligence purposes
Author :
Noubours, Sandra ; Hecking, Matthias
Author_Institution :
Fraunhofer Inst. for Commun., Inf. Process. & Ergonomics FKIE, Wachtberg, Germany
fYear :
2012
fDate :
8-9 Oct. 2012
Firstpage :
1
Lastpage :
8
Abstract :
Intelligence plays an important role in supporting military operations. In the course of military intelligence a vast amount of textual data in different languages needs to be analyzed. In addition to information provided by traditional military intelligence, nowadays the internet offers important resources of potential militarily relevant information. However, we are not able to manually handle this vast amount of data. The science of natural language processing (NLP) provides technology to efficiently handle this task, in particular by means of machine translation and text mining. In our research project ISAF-MT we created a statistical machine translation (SMT) system for Dari to German. In this paper we describe how NLP technologies and in particular SMT can be applied to different intelligence processes. We therefore argue that multilingual NLP technology can strongly support military operations.
Keywords :
Internet; data analysis; data mining; information resources; language translation; military computing; natural language processing; statistical analysis; text analysis; Dari language; German language; ISAF-MT research project; Internet; SMT system; data handling; intelligence process; military intelligence purpose; military operations; multilingual NLP technology; multilingual information; natural language processing; potential militarily relevant information resource; statistical machine translation system; text mining; textual data analysis; Data mining; Information retrieval; Internet; Natural language processing; Terrorism; Training; Training data; Statistical machine translation; military intelligence; natural language processing; open source intelligence;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Communications and Information Systems Conference (MCC), 2012 Military
Conference_Location :
Gdansk
Print_ISBN :
978-1-4673-1422-0
Type :
conf
Filename :
6387890
Link To Document :
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