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Author Zhaohao Sun ♦ Finnie, G. ♦ Weber, K.
Source IEEE Xplore Digital Library
Content type Text
Publisher Institute of Electrical and Electronics Engineers, Inc. (IEEE)
File Format PDF
Copyright Year ©2001
Language English
Subject Domain (in DDC) Computer science, information & general works ♦ Special computer methods
Subject Keyword Problem-solving ♦ Artificial intelligence ♦ Logic ♦ Performance analysis ♦ Sun ♦ Information technology ♦ Bonding ♦ Laboratories ♦ Medical diagnostic imaging ♦ Fuzzy reasoning
Abstract Abduction and deduction play a fundamental role in problem solving. The paper extends abduction and deduction to abductive CBR (case-based reasoning) and deductive CBR and shows that abductive CBR and deductive CBR can be integrated in problem solving. Then it provides a unified formalization for integration of abduction, abductive CBR, deduction and deductive CBR. The paper also investigates abductive case retrieval and deductive case retrieval using similarity relations, fuzzy similarity relations and similarity metrics. The proposed approach demonstrates that the integration of abductive CBR and deductive CBR is of practical significance in problem solving such as system diagnosis and analysis.
Description Author affiliation: Sch. of Inf. Technol., Bond Univ., Gold Coast, Qld., Australia (Zhaohao Sun; Finnie, G.)
ISBN 078037293X
Educational Role Student ♦ Teacher
Age Range above 22 year
Educational Use Research ♦ Reading
Education Level UG and PG
Learning Resource Type Article
Publisher Date 2001-12-02
Publisher Place Australia
Rights Holder Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Size (in Bytes) 440.12 kB
Page Count 4
Starting Page 1432
Ending Page 1435

Source: IEEE Xplore Digital Library