• DocumentCode
    124968
  • Title

    Spread of Situation Awareness in a Group: Population-Based vs. Agent-Based Modelling

  • Author

    Bosse, Tibor ; Mogles, Nataliya

  • Author_Institution
    Agent Syst. Res. Group, VU Univ. Amsterdam, Amsterdam, Netherlands
  • Volume
    3
  • fYear
    2014
  • fDate
    11-14 Aug. 2014
  • Firstpage
    206
  • Lastpage
    213
  • Abstract
    This paper compares population-based and agent-based simulation of the dynamics of group Situation Awareness. The question how Situation Awareness spreads among a team of agents is important for numerous applications. In this paper, a population-based and an agent-based model of this process are proposed, and applied to a case study in aviation. A number of relevant simulations of the models are performed, to investigate whether the behaviour of the population-based model can approximate the pattern produced by the agent-based model. It was demonstrated that, especially for larger populations, the dynamics of the agent-based simulations can be approximated by population-based simulations, since both models demonstrate a similar pattern.
  • Keywords
    multi-agent systems; agent-based modelling; agent-based simulation; group situation awareness; population-based modelling; population-based simulation; Air traffic control; Aircraft; Atmospheric modeling; Computational modeling; Mathematical model; Sociology; Statistics; agent-based vs. Population-based simulation; aviation; group situation awareness;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Web Intelligence (WI) and Intelligent Agent Technologies (IAT), 2014 IEEE/WIC/ACM International Joint Conferences on
  • Conference_Location
    Warsaw
  • Type

    conf

  • DOI
    10.1109/WI-IAT.2014.169
  • Filename
    6928187