Spread of Situation Awareness in a Group: Population-Based vs. Agent-Based Modelling
2014 IEEE/WIC/ACM International Joint Conferences on Web Intelligence (WI) and Intelligent Agent Technologies (IAT)2014
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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.
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