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
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