• 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