Emergency Management Case-Based Reasoning Systems: A Survey of Recent Developments

被引:15
|
作者
Bannour, Walid [1 ]
Maalel, Ahmed [1 ,2 ]
Ben Ghezala, Henda Hajjami [1 ]
机构
[1] Univ Manouba, Natl Sch Comp Sci, RIADI Lab, Manouba 2010, Tunisia
[2] Univ Sousse, Higher Inst Appl Sci & Technol, Sousse, Tunisia
关键词
Case-based reasoning; emergency management; disaster management; decision support; CASE RETRIEVAL METHOD; DECISION-MAKING; DIFFERENTIAL EVOLUTION; SIMILARITY MEASUREMENT; CASE REPRESENTATION; PROSPECT-THEORY; ALGORITHM; KNOWLEDGE; ONTOLOGY; CBR;
D O I
10.1080/0952813X.2021.1952654
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
With the frequent occurrence of natural and man-made disasters, emergency management has become an active research field aiming at saving lives and reducing environmental and economic losses. Due to the complexity of crisis situations, emergency managers need to be assisted in making critical and effective decisions. Case-based reasoning (CBR) methodology has been widely adopted to support emergency decision makers in their tasks. This paper presents a comprehensive literature review of recent emergency management CBR systems reported in peer-reviewed journals and ICCBR conference proceedings between 2000 and 2020. Recent development trends of emergency management CBR systems are identified in terms of their purposes, application contexts and techniques used for their development. Finally, opportunities to improve emergency management CBR systems are outlined.
引用
收藏
页码:35 / 58
页数:24
相关论文
共 50 条
  • [31] Decision support systems and case-based reasoning
    Wirtschaftsinformatik, 1 (17):
  • [32] An architecture for maintaining case-based reasoning systems
    Heister, F
    Wilke, W
    ADVANCES IN CASE-BASED REASONING, 1998, 1488 : 221 - 232
  • [33] Case-based reasoning systems for knowledge mediation
    Griffiths, AD
    Harrison, MD
    Dearden, AM
    HUMAN-COMPUTER INTERACTION - INTERACT '99, 1999, : 425 - 433
  • [34] Semantic templates for case-based reasoning systems
    Antonio Recio-Garcia, Juan
    Diaz-Agudo, Belen
    Antonio Gonzalez-Calero, Pedro
    KNOWLEDGE ENGINEERING REVIEW, 2009, 24 (03): : 245 - 264
  • [35] Improving the Reliability of Case-Based Reasoning Systems
    Xu, Xu
    Wang, Ke
    Ma, Weimin
    Lin, Jie
    INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE SYSTEMS, 2010, 3 (03) : 256 - 265
  • [36] Validation techniques for case-based reasoning systems
    Gonzalez, AJ
    Xu, LL
    Gupta, UM
    IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART A-SYSTEMS AND HUMANS, 1998, 28 (04): : 465 - 477
  • [37] Building quality into case-based reasoning systems
    Jurisica, I
    Nixon, BA
    ADVANCED INFORMATION SYSTEMS ENGINEERING, 1998, 1413 : 363 - 380
  • [38] Case-based reasoning trouble shooting system for complicated network management systems
    Kobayashi, K
    Kondo, K
    Inomata, Y
    Taki, H
    Tsukiyama, M
    Nakatani, Y
    ARTIFICIAL INTELLIGENCE IN REAL-TIME CONTROL 1997, 1998, : 195 - 200
  • [39] Using case-based reasoning to improve information retrieval in knowledge management systems
    Gronau, N
    Laskowski, F
    ADVANCES IN WEB INTELLIGENCE, 2003, 2663 : 94 - 102
  • [40] Emergency Response Plan for Spontaneous Combustion Based on Case-Based Reasoning
    Zeng, Jingwei
    Jing, Guoxun
    Zhu, Qifeng
    Sun, Hao
    PROCESSES, 2023, 11 (07)