1. Intelligent agents and multi-agent systems : 11th Pacific Rim international conference on multi-agents
- Author
-
Thanh-Quang Chu, Alexis Drogoul, Hong-Phuong Nguyen, Jean-Daniel Zucker, Alain Boucher, Duc-An Vo, Bui, T.D. (ed.), Ho, T.V. (ed.), and Ha, Q.T. (ed.)
- Subjects
Decision support system ,Knowledge management ,Process management ,Geospatial analysis ,GESTION ,Computer science ,INTELLIGENCE ARTIFICIELLE ,computer.software_genre ,GESTION DES CONNAISSANCES ,Interactive Learning ,Knowledge extraction ,ALGORITHME ,Situated ,AIDE A LA DECISION ,Natural disaster ,SYSTEME D'INFORMATION ,SYSTEME EXPERT ,business.industry ,CATASTROPHE NATURELLE ,SECOURS D'URGENCE ,SYSTEME MULTI AGENT ,Work (electrical) ,SEISME ,SIMULATION ,Resource allocation ,business ,computer - Abstract
The goal of our work is to build a DSS (Decision Support System) to support resource allocation and planning for natural disaster emergencies in urban areas such as Hanoi in Vietnam. The first step has been to conceive a multi-agent environment that supports simulation of disasters, taking into account geospatial, temporal and rescue organizational information. The problem we address is the acquisition of situated expert knowledge that is used to organize rescue missions. We propose an approach based on participatory techniques, interactive learning and machine learning. This paper presents an algorithm that incrementally builds a model of the expert knowledge by online analysis of its interaction with the simulator's proposed scenario.
- Published
- 2008