Professor Susan Craw s.craw@rgu.ac.uk
Emeritus Professor
Representing problem-solving for knowledge refinement.
Craw, Susan; Boswell, Robin
Authors
Robin Boswell
Abstract
Knowledge refinement tools seek to correct faulty knowledge based systems (KBSs) by identifying and repairing potentially faulty rules. The goal of the KrustWorks project is to provide a source of refinement components from which specialised refinement tools tailored to the needs of a range of KBSs are built. A core refinement algorithm reasons about the knowledge that has been applied, but this approach demands general knowledge structures to represent the reasoning of a particular problem solving episode. This paper investigates some complex forms of rule interaction and defines a knowledge structure encompassing these. The approach has been applied to KBSs built in four shells and is demonstrated on a small example that incorporates some of the complexity found in real applications.
Citation
CRAW, S. and BOSWELL, R. 1999. Representing problem-solving for knowledge refinement. In Proceedings of the 16th American Association for Artificial Intelligence national conference on artificial intelligence (AAAI-99), co-located with the 11th Annual conference on innovative applications of artificial intelligence (IAAI-99), 18-22 July 1999, Orlando, USA. Palo Alto: AAAI Press, pages 227-234.
Conference Name | 16th American Association for Artificial Intelligence national conference on artificial intelligence (AAAI-99) |
---|---|
Conference Location | Orlando, USA |
Start Date | Jul 18, 1999 |
End Date | Jul 22, 1999 |
Acceptance Date | Jan 27, 1999 |
Online Publication Date | Dec 31, 1999 |
Publication Date | Dec 31, 1999 |
Deposit Date | Jun 8, 2007 |
Publicly Available Date | Jun 8, 2007 |
Publisher | Association for the Advancement of Artificial Intelligence |
Pages | 227-234 |
ISBN | 9780262511063 |
Keywords | Knowledge refinement; Knowledge based systems; Problem solving |
Public URL | http://hdl.handle.net/10059/67 |
Publisher URL | https://dl.acm.org/citation.cfm?id=315282 |
Files
CRAW 1999 Representing problem-solving
(200 Kb)
PDF
Publisher Licence URL
https://creativecommons.org/licenses/by-nc-nd/4.0/
You might also like
Visualisation to explain personal health trends in smart homes.
(2021)
Presentation / Conference
Wifi-based human activity recognition using Raspberry Pi.
(2020)
Conference Proceeding
Representing temporal dependencies in smart home activity recognition for health monitoring.
(2020)
Conference Proceeding
Fall prediction using behavioural modelling from sensor data in smart homes.
(2019)
Journal Article
Downloadable Citations
About OpenAIR@RGU
Administrator e-mail: publications@rgu.ac.uk
This application uses the following open-source libraries:
SheetJS Community Edition
Apache License Version 2.0 (http://www.apache.org/licenses/)
PDF.js
Apache License Version 2.0 (http://www.apache.org/licenses/)
Font Awesome
SIL OFL 1.1 (http://scripts.sil.org/OFL)
MIT License (http://opensource.org/licenses/mit-license.html)
CC BY 3.0 ( http://creativecommons.org/licenses/by/3.0/)
Powered by Worktribe © 2024
Advanced Search