• DocumentCode
    2758254
  • Title

    A Method of Knowledge Reasoning for Threat Assessment in the Battlefield

  • Author

    Tang, Zhi-li ; Zhang, An

  • Author_Institution
    Sch. of Electron. & Inf., Northwestern Polytech. Univ., Xi´´an, China
  • Volume
    2
  • fYear
    2009
  • fDate
    25-26 July 2009
  • Firstpage
    32
  • Lastpage
    35
  • Abstract
    Knowledge reasoning, in which knowledge acquisition and reasoning strategy are key techniques, is one of the most important methods applied to threat assessment. Based on the specialty of threat assessment in complex battlefield environment, an information system of threat assessment was built. Then the knowledge in the form of minimized production rules that contained the expert experience was mined by decision logic language. Furthermore, through analysis of knowledge uncertainty, a strategy of knowledge reasoning was raised. In this way, we can estimate the threat of multi-types targets in complex environment, which provide a basis for decision-making of combat command.
  • Keywords
    data mining; decision making; formal logic; inference mechanisms; military computing; battlefield threat assessment; combat command; decision logic language; decision-making; knowledge acquisition; knowledge reasoning; knowledge uncertainty; threat assessment information system; Computer science; Decision making; Information systems; Information technology; Knowledge acquisition; Logic; Production; Target recognition; Target tracking; Uncertainty; knowledge acquisition; knowledge reasoning; threat assessment;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Technology and Computer Science, 2009. ITCS 2009. International Conference on
  • Conference_Location
    Kiev
  • Print_ISBN
    978-0-7695-3688-0
  • Type

    conf

  • DOI
    10.1109/ITCS.2009.144
  • Filename
    5190175