Bushfires
SWIFT - Simulations With Intelligence for Fire Training
Financement AGIR-POLE-MSTIC 2016-2019
The SWIFT project is interested in modelling and simulating the population behaviour in the state of Victoria in Australia during a bushfire. The approach is agent-based modelling and simulation, with a BDI (Belief, Desire, Intention) architecture of the agents, to endow them with a realistic behaviour based on psychological theories, as well as on field studies and interviews performed after the dramatic Black Saturday bushfires (7th February 2009) around Melbourne. We will use GAMA simulation platform.
Le projet SWIFT s'intéresse à la modélisation et la simulation du comportement de la population dans l'état du Victoria en Australie pendant un incendie de forêt (bushfire).
L'approche adoptée est la modélisation à base d'agents BDI (belief, desire, intention) pour un comportement réaliste basé sur des modèles psychologiques, ainsi que des rapports d'enquêtes terrain et des questionnaires réalisés après les récents graves incendies (Black Saturday, février 2009). Le simulateur utilisé est GAMA.
Video: spread of awareness in the population before the fires, simulated with GAMA
Related publications (see all my publications)
2021
Dépôt d'un dossier de savoir-faire : DEPOT eSOLEAU de l'INPI - ES055-Architectures cognitives déposé le 19/03/2021 sous le numéro DSO2021004913 par Lyuba Mancheva, technologie SUMMER
2019
Carole Adam, Charles Bailly, Julie Dugdale. Communication During Bushfires, Towards a Serious Game for a Serious Matter. International Journal of Information Systems for Crisis Response and Management (IJISCRAM). Volume 10, Issue 2, edited by Bañuls Silvera. 2019. PDF HAL
Lyuba Mancheva, Carole Adam, Julie Dugdale. Multi-agent geospatial simulation of human interactions and behaviour in bushfires. ISCRAM 2019, Valencia, Spain, May 2019. HAL. PDF
2018
Carole Adam, Julie Dugdale. Agent-based analysis of the spread of awareness in the population in the prodromal phase of bushfires. HICSS-51, Hawaii, January 2018. View
2017
Carole Adam, Patrick Taillandier, Julie Dugdale and Benoit Gaudou. BDI vs FSM Agents in Social Simulations for Raising Awareness in Disasters. International Journal of Information Systems for Crisis Response and Management (IJISCRAM). Eds: Dugdale, Gonzalez and Turroff. Vol 9 issue 1, 2017. view. PDF HAL
Maël Arnaud, Carole Adam, Julie Dugdale. Les limites du BDI pour rendre compte du comportement humain en situation de crise. RJCIA @ PFIA. Caen, juillet 2017
Maël Arnaud, Carole Adam, Julie Dugdale. The role of cognitive biases in reactions to bushfires. ISCRAM 2017, Albi, France, Mai 2017.
C. Bailly, C. Adam. An interactive simulation for testing communication strategies in bushfires. ISCRAM 2017
C. Adam, B. Gaudou. Modelling Human Behaviours in Disasters from Interviews: application to Melbourne bushfires. SSC’2016.
Extended version in JASSS, 2017
C. Adam, P. Taillandier, J. Dugdale. Comparing agent architectures in social simulation: BDI agents versus finite-state machines. HICSS 2017.
2016
C. Adam, G. Danet, J. Thangarajah and J. Dugdale. BDI modelling and simulation of human behaviours in bushfires. ISCRAM-med 2016
Carole Adam, Benoit Gaudou. Modélisation de comportements humains en situation de crise à partir d’entretiens : application aux incendies de forêt de Melbourne. CNIA 2016. PDF
Carole Adam, Benoit Gaudou. BDI agents in social simulations: a survey. In: Knowledge Engineering Review. Volume 31(3), June 2016, pp. 207-238.
2015
Carole Adam, Elise Beck, Julie Dugdale. Modelling the tactical behaviour of the Australian population in a bushfire. ISCRAM-med 2015, Tunisia, October 2015. Springer LNBIP. PDF.
Carole Adam, Elise Beck, Julie Dugdale. SWIFT: simulations with intelligence for fire training. Poster. In Proceedings of ISCRAM 2015. L. Palen, M. Buscher, T. Comes, and A. Hughes, eds. ISSN: 2411-3387, ISBN: 978-82-7117-788-1. May, Norway.
Carole Adam, Elise Beck, Julie Dugdale. Modélisation du comportement tactique de la population australienne dans un feu de brousse. Applications Pratiques de l'Intéligence Artificielle (APIA 2015) @ PFIA, Rennes, Juillet 2015.
Documents
Project proposal / réponse à l'appel à projet PDF
2009 Victorian Bushfires Royal Commission final report
Les entretiens avec 100 résidents juste après les incendies : index
Archived link, Royal Commission report: here
Resources
Interns
2018
Postdoc: Lyuba Mancheva Details
2017:
TER M1 WIC: Tom Chanussot, Pierre Blarre, Willy Bouthemy
Maël Arnaud (PhD) : biais cognitifs en BDI
Majdeddine Alhafez (M2R MOSIG) : normes
2016
Geoffrey Danet (M2R MOSIG) : Subject, fiche sur pcarre, slides: the project in 3mn here, final report here
Jérémy Leyvraz (M1) : Subject Final report
Charles Bailly (M1) : Final report Video