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Author
Tomoichi Takahashi
Title
Agent-based disaster simulation evaluation and its probability model interpretation
Type
Conference Article
Year
2007
Publication
Intelligent Human Computer Systems for Crisis Response and Management, ISCRAM 2007 Academic Proceedings Papers
Abbreviated Journal
ISCRAM 2007
Volume
Issue
Pages
369-376
Keywords
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
Abstract
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.
Address
Meijo University, Japan
Corporate Author
Thesis
Publisher
Information Systems for Crisis Response and Management, ISCRAM
Place of Publication
Delft
Editor
B. Van de Walle, P. Burghardt, K. Nieuwenhuis
Language
English
Summary Language
English
Original Title
Series Editor
Series Title
Abbreviated Series Title
Series Volume
Series Issue
Edition
ISSN
2411-3387
ISBN
9789054874171; 9789090218717
Medium
Track
ASCM
Expedition
Conference
4th International ISCRAM Conference on Information Systems for Crisis Response and Management
Notes
Approved
no
Call Number
Serial
988
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