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Multi-agent geospatial simulation of human interactions and behaviour in bushfires
Lyuba Mancheva
Adam Carole
Dugdale Julie
Franco, Z.
González, J.J.
Canós, J.H.
Understanding human behaviour and interactions in risk situations may help to improve crisis management
strategies in order to avoid the worst scenarios. In this paper we present a geospatial agent-based model and
simulation of human behaviour in bushfires. We have modelled the social interactions between different actors
involved in bushfires such as firefighter, police, emergency centre managers and civilians. We use the Belief,
Desire and Intention (BDI) architecture to model realistic human behaviour, and the FIPA-ACL standard to
model the communications. We use geospatial data to represent the environment in a realistic way. We show
how the model has been implemented and how we have unified the communications model and the BDI
architecture. Finally, we compare the processing time of two implementations of our model representing a 2D
simple and a 3D GIS environment.
urn:ISBN:978-84-09-10498-7
openurl:?ctx_ver=Z39.88-2004&rfr_id=info%3Asid%2Fidl.iscram.org%2F&genre=proceeding&title=Multi-agent%20geospatial%20simulation%20of%20human%20interactions%20and%20behaviour%20in%20bushfires&stitle=Iscram%202019&issn=2411-3387&isbn=978-84-09-10498-7&date=2019&aulast=Lyuba%20Mancheva&au=Adam%20Carole&au=Dugdale%20Julie&pub=Iscram&place=Valencia%2C%20Spain&sid=refbase%3AISCRAM
url:http://idl.iscram.org/show.php?record=1922
citekey:LyubaMancheva_etal2019
citation:Lyuba Mancheva, Adam Carole, & Dugdale Julie. (2019). Multi-agent geospatial simulation of human interactions and behaviour in bushfires. In Z. Franco, J. J. González, & J. H. Canós (Eds.), Proceedings of the 16th International Conference on Information Systems for Crisis Response And Management. Valencia, Spain: Iscram.
2019
ConferencePaper
text
Multi-agent systems, cognitive agents, GIS, communication, bushfires
file:http://idl.iscram.org/files/lyubamancheva/2019/1922_LyubaMancheva_etal2019.pdf
Iscram
English
2411-3387
Proceedings of the 16th International Conference on Information Systems for Crisis Response And Management
2019
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