• DocumentCode
    2166401
  • Title

    Exploring the constraints of human behavior representation

  • Author

    Giordano, John C. ; Reynolds, Paul F., Jr. ; Brogan, David C.

  • Author_Institution
    Dept. of Comput. Sci., Virginia Univ., Charlottesville, VA, USA
  • Volume
    1
  • fYear
    2004
  • fDate
    5-8 Dec. 2004
  • Lastpage
    920
  • Abstract
    Human behavior representation (HBR) is an elusive, yet critical goal for many in the simulation community. Requirement specifications related to HBR often exceed current capabilities. There exist a number of tools, techniques and frameworks to model and simulate HBR, but they are constrained and do not generalize well. Even with a vibrant research community, certain HBR characteristics remain beyond our grasp, unless some unforeseen disruptive technologies emerge. We survey the state of the practice for HBR, discuss ongoing research, and identify what appear to be insurmountable challenges. Along with exposing the essential characteristics of HBR and their current level of maturity, we propose a generational framework for considering HBR capabilities. While a number of HBR issues have been addressed in the literature, there is no published discussion explicitly detailing its constraints and limitations.
  • Keywords
    digital simulation; ergonomics; modelling; human behavior representation; requirement specification; simulation community; Analytical models; Character generation; Computational modeling; Computer simulation; Context modeling; Decision making; Humans; Industrial training; Machine intelligence; Military aircraft;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Simulation Conference, 2004. Proceedings of the 2004 Winter
  • Print_ISBN
    0-7803-8786-4
  • Type

    conf

  • DOI
    10.1109/WSC.2004.1371408
  • Filename
    1371408