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Agent-based disaster simulation evaluation and its probability model interpretation
Tomoichi Takahashi
B. Van de Walle, P.B., K. Nieuwenhuis
Agent-based simulations enable the simulation of social phenomenon by representing human behaviors using agents. Human actions such as evacuating to safe havens or extinguishing fires in disaster areas are important during earthquakes. The inclusion of human actions in calculating the damage at disaster sites provides useful data to local governments for planning purposes. In order to practically apply these simulation results, these results should be tested using actual data. Further, these results should be analyzed and explained in a manner that people who are not agent programmers can also understand easily. First, the possibility of applying agent-based approaches to social tasks is shown by comparing the simulation results with those obtained from other methods. Next, we propose a method to present agent behaviors using a probability model and discuss the results of applying this method to the RoboCup Rescue simulation data. These will delve into future research topics for developing agent based social simulations to practical ones.
urn:ISBN:9789054874171; 9789090218717
openurl:?ctx_ver=Z39.88-2004&rfr_id=info%3Asid%2Fidl.iscram.org%2F&genre=proceeding&title=Agent-based%20disaster%20simulation%20evaluation%20and%20its%20probability%20model%20interpretation&stitle=ISCRAM%202007&issn=2411-3387&isbn=9789054874171%3B%209789090218717&date=2007&spage=369&epage=376&aulast=Tomoichi%20Takahashi&pub=Information%20Systems%20for%20Crisis%20Response%20and%20Management%2C%20ISCRAM&place=Delft&sid=refbase%3AISCRAM
url:http://idl.iscram.org/show.php?record=988
citekey:TomoichiTakahashi2007
citation:Tomoichi Takahashi. (2007). Agent-based disaster simulation evaluation and its probability model interpretation. In K. Nieuwenhuis P. B. B. Van de Walle (Ed.), Intelligent Human Computer Systems for Crisis Response and Management, ISCRAM 2007 Academic Proceedings Papers (pp. 369-376). Delft: Information Systems for Crisis Response and Management, ISCRAM.
2007
ConferencePaper
text
Disasters
Probability
Agent based simulation
Agent based social simulation
Agent-based approach
Agent-based social simulations
Disaster simulation
Evaluation method
Local government
Probability modeling
Computer simulation
file:http://idl.iscram.org/files/takahashi/2007/988_Takahashi2007.pdf
Information Systems for Crisis Response and Management, ISCRAM
English
2411-3387
Intelligent Human Computer Systems for Crisis Response and Management, ISCRAM 2007 Academic Proceedings Papers
2007
369
376
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