• DocumentCode
    1810848
  • Title

    Probability update for risk assessment of dreaded events in asymmetric warfare

  • Author

    Duqueroie, Bertrand ; Labreuche, Christophe ; Pichon, Frederic ; Museux, Nicolas

  • Author_Institution
    Comput. Sci. Res. Dept., Thales Res. & Technol., Palaiseau, France
  • fYear
    2013
  • fDate
    9-12 July 2013
  • Firstpage
    334
  • Lastpage
    341
  • Abstract
    This paper presents a new method to update the probability of occurrence of a dreaded event, according to environmental influencers and reports of evidence on the presence or absence of such occurrence. It is particularly useful in military contexts at the tactical level for the risk assessment of a task. Indeed, the computation done during the planning of such a task often uses unprecise values (e.g. average height of buildings in an urban area) and forecast data (e.g. weather, presence of other Blue forces in the area) to determine a probability of occurrence of a given type of attack during such a task. Furthermore, new information may have been gathered from several mainly human sources, since the beginning of the task that indicate a presence/absence of the occurrence of the attack at a specific location in the area of the task. This method is based on Multi-Criteria Decision Making technics that handles the environmental influencers, and conditional probabilities that take into account the reports of evidence, including the reliability of the sources and the obsolescence of the reports.
  • Keywords
    decision making; forecasting theory; military systems; planning; probability; reliability theory; risk management; asymmetric warfare; conditional probability; dreaded events; environmental influencers; forecast data; human sources; military contexts; multicriteria decision making technique; probability update; risk assessment; source reliability; tactical level; task planning; Aging; Bayes methods; Decision making; Force; Reliability; Risk management; Asymmetric Warfare; Information Obsolescence; Information fusion; Multi-Criteria Decision Making; Probability; Risk Assessment; Source Reliability;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Fusion (FUSION), 2013 16th International Conference on
  • Conference_Location
    Istanbul
  • Print_ISBN
    978-605-86311-1-3
  • Type

    conf

  • Filename
    6641297