Case-based reasoning for diagnosis applications

被引:5
|
作者
Goeker, Mehmet H.
Howlett, Robert J.
Price, Joseph E.
机构
[1] PricewaterhouseCoopers LLP, Ctr Adv Res, San Jose, CA 95113 USA
[2] Univ Brighton, Sch Engn, Res Ctr, Brighton BN2 4GJ, E Sussex, England
[3] Mitre Corp, Mclean, VA 22102 USA
来源
KNOWLEDGE ENGINEERING REVIEW | 2005年 / 20卷 / 03期
关键词
D O I
10.1017/S0269888906000610
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Case-based reasoning (CBR) is widely applicable to the diagnosis of problems and the identification of solutions to them. This review of the literature identifies key papers relating to this use of CBR. The stages in diagnosing and troubleshooting a problem are considered and the elements of a CBR system for achieving this are described. Five systems are discussed that have frequently been cited in the literature and illustrate the use of CBR in diagnosis and troubleshooting applications.
引用
收藏
页码:277 / 281
页数:5
相关论文
共 50 条
  • [31] Selected applications of the structural case-based reasoning approach
    Bergmann, R
    Breen, S
    Goker, M
    Manago, M
    Wess, S
    DEVELOPING INDUSTRIAL CASE-BASED REASONING APPLICATIONS, 1999, 1612 : 35 - 61
  • [32] Issues and applications of case-based reasoning in design.
    Underwood, PG
    JOURNAL OF THE AMERICAN SOCIETY FOR INFORMATION SCIENCE, 1998, 49 (08): : 762 - 764
  • [33] An overview of case-based reasoning applications in drilling engineering
    Samad Valipour Shokouhi
    Pål Skalle
    Agnar Aamodt
    Artificial Intelligence Review, 2014, 41 : 317 - 329
  • [34] Applications of case-based reasoning in construction engineering and management
    Yang, JB
    Yau, NJ
    COMPUTING IN CIVIL ENGINEERING, 1996, : 663 - 669
  • [35] Case-based reasoning: Opportunities and applications in health care
    Macura, RT
    Macura, K
    ARTIFICIAL INTELLIGENCE IN MEDICINE, 1997, 9 (01) : 1 - 4
  • [36] CASE-BASED REASONING
    EHRENBERG, D
    PETERSOHN, H
    WIRTSCHAFTSINFORMATIK, 1994, 36 (02): : 166 - 168
  • [37] CASE-BASED REASONING
    LEHNERT, W
    AI MAGAZINE, 1990, 11 (03) : 29 - 29
  • [38] CASE-BASED REASONING
    LEAKE, DB
    KNOWLEDGE ENGINEERING REVIEW, 1994, 9 (01): : 61 - 64
  • [39] Case-Based Reasoning
    Aha, DW
    AI MAGAZINE, 1995, 17 (01) : 92 - 92
  • [40] A substation fault diagnosis system based on case-based reasoning and rule-based reasoning
    Du, Y
    Zhang, PC
    Yu, WY
    IPEC 2003: Proceedings of the 6th International Power Engineering Conference, Vols 1 and 2, 2003, : 260 - 263