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.
Rights and permissions
2006 Cambridge University Press
About this article
Cite this article
MEHMET H. GÖKER, ROBERT J. HOWLETT, JOSEPH E. PRICE. 2005. Case-based reasoning for diagnosis applications. The Knowledge Engineering Review. 20: doi: 10.1017/S0269888906000610
MEHMET H. GÖKER, ROBERT J. HOWLETT, JOSEPH E. PRICE. 2005. Case-based reasoning for diagnosis applications. The Knowledge Engineering Review. 20: doi: 10.1017/S0269888906000610
Abstract: 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.
MEHMET H. GÖKER, ROBERT J. HOWLETT, JOSEPH E. PRICE. 2005. Case-based reasoning for diagnosis applications. The Knowledge Engineering Review. 20: doi: 10.1017/S0269888906000610
MEHMET H. GÖKER, ROBERT J. HOWLETT, JOSEPH E. PRICE. 2005. Case-based reasoning for diagnosis applications. The Knowledge Engineering Review. 20: doi: 10.1017/S0269888906000610
Catalog
Share:
Export File
Citation
MEHMET H. GÖKER, ROBERT J. HOWLETT, JOSEPH E. PRICE. 2005. Case-based reasoning for diagnosis applications. The Knowledge Engineering Review. 20: doi: 10.1017/S0269888906000610
MEHMET H. GÖKER, ROBERT J. HOWLETT, JOSEPH E. PRICE. 2005. Case-based reasoning for diagnosis applications. The Knowledge Engineering Review. 20: doi: 10.1017/S0269888906000610