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
相关论文
共 50 条
  • [1] Hybrid models in agent-based environmental decision support
    Sokolova, Marina V.
    Fernandez-Caballero, Antonio
    [J]. APPLIED SOFT COMPUTING, 2011, 11 (08) : 5243 - 5258
  • [2] A Decision Support System for Crowd Control Using Agent-Based Modeling and Simulation
    Park, Andrew J.
    Buckley, Shawn
    Ramirez, Hector C. Alzate
    Tsang, Herbert H.
    Spicer, Valerie
    [J]. 2015 IEEE INTERNATIONAL CONFERENCE ON DATA MINING WORKSHOP (ICDMW), 2015, : 997 - 1000
  • [3] An Agent-Based Decision Support Environment for Public Health
    Lelis Carvalho, Viviane Maria
    [J]. TRENDS IN PRACTICAL APPLICATIONS OF AGENTS, MULTI-AGENT SYSTEMS AND SUSTAINABILITY: THE PAAMS COLLECTION, 2015, 372 : 229 - 230
  • [4] An agent-based architecture of an adaptive decision support system
    Chuang, TT
    Yadav, SB
    [J]. ASSOCIATION FOR INFORMATION SYSTEMS PROCEEDING OF THE AMERICAS CONFERENCE ON INFORMATION SYSTEMS, 1997, : 700 - 702
  • [5] A transportation decision support system in agent-based environment
    Balbo, Flavien
    Pinson, Suzanne
    [J]. INTELLIGENT DECISION TECHNOLOGIES-NETHERLANDS, 2007, 1 (03): : 97 - 115
  • [6] Agent-based Decision Support System for Technology Recommendation
    Legien, Grzegorz
    Sniezynski, Bartlomiej
    Wilk-Kolodziejezyk, Dorota
    Kluska-Nawarecka, Stanisawa
    Nawareeki, Edward
    Jaskowiec, Krzysztof
    [J]. INTERNATIONAL CONFERENCE ON COMPUTATIONAL SCIENCE (ICCS 2017), 2017, 108 : 897 - 906
  • [7] An agent-based distributed collaborative decision support system
    Nachet, Bakhta
    Adla, Abdelkader
    [J]. INTELLIGENT DECISION TECHNOLOGIES-NETHERLANDS, 2014, 8 (01): : 15 - 34
  • [8] Agent-Based Modeling for Distributed Decision Support in an IoT Network
    Butt, M. Majid
    Dey, Indrakshi
    Dzaferagic, Merim
    Murphy, Maria
    Kaminski, Nicholas
    Marchetti, Nicola
    [J]. IEEE INTERNET OF THINGS JOURNAL, 2020, 7 (08): : 6919 - 6931
  • [9] Agent-based modeling of environmental impact on physical activities
    Zhu, Weimo
    Lee, Miyoung
    [J]. RESEARCH QUARTERLY FOR EXERCISE AND SPORT, 2007, 78 (01) : A9 - A9
  • [10] Patients, primary care, and policy: Agent-based simulation modeling for health care decision support
    Comis, Martin
    Cleophas, Catherine
    Buesing, Christina
    [J]. HEALTH CARE MANAGEMENT SCIENCE, 2021, 24 (04) : 799 - 826