The University of Dublin | Trinity College -- Ollscoil Átha Cliath | Coláiste na Tríonóide
Trinity's Access to Research Archive
Home :: Log In :: Submit :: Alerts ::

TARA >
School of Computer Science and Statistics >
Computer Science >
Computer Science Technical Reports >

Please use this identifier to cite or link to this item: http://hdl.handle.net/2262/12780

Title: A Comparison of Model-Based and Incremental Case-Based Approaches to Electronic Fault Diagnosis
Author: Cunningham, Pádraig
Smyth, Barry
Keywords: Computer Science
Issue Date: Dec-1994
Publisher: Trinity College Dublin, Department of Computer Science
Citation: Cunnigham, Pádraig; Smyth, Barry. 'A Comparison of Model-Based and Incremental Case-Based Approaches to Electronic Fault Diagnosis'. - Dublin, Trinity College Dublin, Department of Computer Science, TCD-CS-94-21, 1994, pp7
Series/Report no.: Computer Science Technical Report
TCD-CS-94-21
Abstract: CBR seems well suited to fault diagnosis because diagnostic episodes naturally form cases and much of expert competence seems to be based on reuse of old solutions. However, in many diagnosis problems it is difficult to compile a complete case description in advance, consequently the conventional one-shot case retrieval methodology will not work. In this paper we introduce a set of fault diagnosis problems that have this characteristic and we describe a model-based goal-driven system that produces focused questions that request extra information required for diagnosis. The central contribution in this paper is a description of a CBR system that also has this characteristic of producing focused questions in diagnosis. We describe the information theoretic mechanism that allows the CBR system to do this and we present an evaluation of the CBR system and a comparison of the two systems.
URI: https://www.cs.tcd.ie/publications/tech-reports/reports.94/TCD-CS-94-21.pdf
http://hdl.handle.net/2262/12780
Appears in Collections:Computer Science Technical Reports

Files in This Item:

File Description SizeFormat
TCD-CS-94-21.pdf46.45 kBAdobe PDFView/Open


This item is protected by original copyright


Please note: There is a known bug in some browsers that causes an error when a user tries to view large pdf file within the browser window. If you receive the message "The file is damaged and could not be repaired", please try one of the solutions linked below based on the browser you are using.

Items in TARA are protected by copyright, with all rights reserved, unless otherwise indicated.

 

Valid XHTML 1.0! DSpace Software Copyright © 2002-2010  Duraspace - Feedback