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