• DocumentCode
    1944962
  • Title

    Formal Cognitive Resource Model: Modeling of human behavior in complex work environments

  • Author

    Werther, Bernd ; Schnieder, Eckehard

  • Author_Institution
    Inst. of Flight Guidance, German Aerosp. Center Braunschweig
  • Volume
    2
  • fYear
    2005
  • fDate
    28-30 Nov. 2005
  • Firstpage
    606
  • Lastpage
    611
  • Abstract
    This paper presents a formal cognitive resource (FCR) model for the description of human behavior in complex work environments. As most important feature this model considers the motivated character of human work as related to the limitations of cognitive resources. The model is implemented with colored Petri nets. The formal description of colored Petri nets supports the simulation of the human-machine system in a completely consistent model structure. The mathematical basis of Petri nets allows a formal analysis of common systems. In a validation example the reasons for a specific behavior of human operators in a working environment are being identified depending on cognitive parameters of the FCR-model. It is shown how these parameters correspond to psychological performance properties
  • Keywords
    Petri nets; formal specification; human factors; man-machine systems; user interfaces; colored Petri nets; formal cognitive resource model; human behavior; human machine system; work environments; Aerospace engineering; Aerospace safety; Automation; Computational modeling; Humans; Information processing; Man machine systems; Petri nets; Predictive models; Psychology;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computational Intelligence for Modelling, Control and Automation, 2005 and International Conference on Intelligent Agents, Web Technologies and Internet Commerce, International Conference on
  • Conference_Location
    Vienna
  • Print_ISBN
    0-7695-2504-0
  • Type

    conf

  • DOI
    10.1109/CIMCA.2005.1631535
  • Filename
    1631535