Case-based reasoning is a methodology not a technology

被引：251

作者：

Watson, I ^{[1
]}

机构：

[1] Univ Salford, AI, CBR, Salford M5 4WT, Lancs, England

来源：

KNOWLEDGE-BASED SYSTEMS | 1999年 / 12卷 / 5-6期

关键词：

case-based reasoning; artificial intelligence technology; problem solving methodology;

D O I：

10.1016/S0950-7051(99)00020-9

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 asks whether case-based reasoning is an artificial intelligence (AI) technology like rule-based reasoning, neural networks or genetic algorithms or whether it is better described as a methodology for problem solving, that may use any appropriate technology. By describing four applications of case-based reasoning (CBR), that variously use: nearest neighbour, induction, fuzzy logic and SQL, the author shows that CBR is a methodology and not a technology. The implications of this are discussed. (C) 1999 Elsevier Science B.V. All rights reserved.

引用

页码：303 / 308

页数：6

共 17 条

[1]

AAMODT A, 1994, AI COMMUN, V7, P39

[2]

[Anonymous], 1997, APPL CASE BASED REAS

[3]

Checkland P.Scholes., 1990, SOFT SYSTEMS METHODO

[4]

CHEETHAM W, 1997, P ICCBR 97 LNA

[5]

HAMMOND KJ, 1988, P DARPA CAS BAS REAS

[6]

Heider R, 1996, LECT NOTES ARTIF INT, V1168, P512, DOI 10.1007/BFb0020634

[7]

KAMP G, 1998, LECT NOTES ARTIF INT, V1400, P325

[8]

KITANO H, 1996, CASE BASED REASONING

[9]

KOLODNER JL, 1983, COGNITIVE SCI, V7, P281, DOI 10.1016/S0364-0213(83)80002-0

[10] FUZZY-LOGIC SYSTEMS FOR ENGINEERING - A TUTORIAL [J].

MENDEL, JM .

PROCEEDINGS OF THE IEEE, 1995, 83 (03) :345-377

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