• DocumentCode
    3396491
  • Title

    Understanding the Role of Context in the Interpretation of Complex Battlespace Intelligence

  • Author

    Powell, Gerald M. ; Kokar, Mieczyslaw M. ; Matheus, Christopher J. ; Lorenz, David

  • Author_Institution
    US Army RDECOM CERDEC, Fort Monmouth, NJ
  • fYear
    2006
  • fDate
    10-13 July 2006
  • Firstpage
    1
  • Lastpage
    8
  • Abstract
    A key challenge presented by the increasing volume and complexity of information collectable from battlespace situations is the development of intelligent applications able to automatically analyze the information and identify critical enemy activities in a timely manner. What makes this information fusion problem particularly difficult is the strong contextual dependency of the interpretation of complex battlespace information. This paper examines the dimensions of intelligence information, establishes a framework for exploring the effects of contextual information and provides an illustration of its use. The paper concludes with a discussion of the ramifications of context on the development of intelligent applications intended to aid in the interpretation of complex battlespace intelligence
  • Keywords
    artificial intelligence; military computing; sensor fusion; complex battlespace intelligence interpretation; contextual information; identify critical enemy activity; information fusion problem; role-of-context; Context awareness; Government; Humans; Information analysis; Information systems; Intelligent sensors; Intelligent systems; Natural languages; Performance analysis; Sensor phenomena and characterization; Automated analysis; METT-TC; battlespace intelligence; context dependency; multi-source fusion;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Fusion, 2006 9th International Conference on
  • Conference_Location
    Florence
  • Print_ISBN
    1-4244-0953-5
  • Electronic_ISBN
    0-9721844-6-5
  • Type

    conf

  • DOI
    10.1109/ICIF.2006.301719
  • Filename
    4086005