Title

A unified 2D representation of fuzzy reasoning, CBR, and experience based reasoning

Date of this Version

10-11-2006

Document Type

Conference Paper

Publication Details

Interim status: Citation only.

Sun, Z., & Finnie, G. (2006). A unified 2D representation of fuzzy reasoning, CBR, and experience based reasoning. Paper presented at the KES 10th international conference on knowledge-based & intelligent information & engineering systems 2006, United Kingdom.

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2006 HERDC submission.

© Copyright Springer-Verlag Berlin Heidelberg, 2006

Abstract

Fuzzy reasoning, case-based reasoning (CBR) and experience-based reasoning (EBR) or natural reasoning have been seriously studied for years. However, these studies essentially can be considered as a 1-dimensional approach, because their reasoning paradigm is 1-dimensional. This paper will propose a 2-dimensional (2D) approach that represents fuzzy reasoning, CBR, and EBR in a unified way. This approach also integrates many reasoning paradigms such as abduction, deduction and similarity-based reasoning into a unified treatment. The proposed approach will facilitate research and development of fuzzy reasoning, knowledge/experience management, knowledge-based systems, and CBR.

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This document has been peer reviewed.