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
Link To Document :
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