Modeling and implementing an agent-based environmental health impact decision support system

被引:36
|
作者
Sokolova, Marina V. [2 ,3 ]
Fernandez-Caballero, Antonio [1 ,2 ]
机构
[1] Univ Castilla La Mancha, Escuela Politecn Super Albacete, Dept Sistemas Informat, Albacete 02071, Spain
[2] Univ Castilla La Mancha, Inst Invest Informat Albacete 13A, Albacete 02071, Spain
[3] Kursk State Tech Univ, Kursk 305040, Russia
关键词
Environmental impact; Decision support system; Data mining; Intelligent agents; MULTIAGENT;
D O I
10.1016/j.eswa.2008.01.041
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper presents all approach to the creation of an agent-based system for the assessment of environmental impact upon human health. As indicators of the environmental impact water pollution, indexes of traffic and industrial activity, wastes and solar radiation are assumed. And as human health indicator morbidity is taken. All the data comprise multiple heterogeneous data repositories. The system is logically and functionally divided into three layers, solving the tasks of information fusion, pattern discovery and decision support making, respectively. The outcomes of the system design phase under Prometheus methodology and the complete characteristics of the agents forming the proposal are discussed. The discovered patterns are used as a foundation for real-time decision making, which is of great importance for adequate and effective management by responsible governmental authorities. (C) 2008 Elsevier Ltd. All rights reserved.
引用
收藏
页码:2603 / 2614
页数:12
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