A Grobner bases-based shell for rule-based expert systems development

Citation
E. Roanes-lozano et al., A Grobner bases-based shell for rule-based expert systems development, EXPER SY AP, 18(3), 2000, pp. 221-230
Citations number
46
Categorie Soggetti
AI Robotics and Automatic Control
Journal title
EXPERT SYSTEMS WITH APPLICATIONS
ISSN journal
09574174 → ACNP
Volume
18
Issue
3
Year of publication
2000
Pages
221 - 230
Database
ISI
SICI code
0957-4174(200004)18:3<221:AGBSFR>2.0.ZU;2-L
Abstract
A Grobner Basis of a polynomial ideal is a very special kind of basis. It c haracterises the ideal and can be calculated by an effective algorithm. It has been shown how it is possible to use Grobner Bases to compute calculati ons in Boolean and multi-valued logics. We have extended this work to deal with consistency and knowledge extraction in Rule-Based Expert Systems. In this article, we briefly describe the applications already developed (Railw ay Interlockings, Medical Appropriateness Criteria), the ongoing developmen t projects (Museums Management, Stock Investment Consulting) and research p lanned for the immediate future (a full Grobner Bases-Based Shell for Rule- Based Expert System Development). (C) 2000 Elsevier Science Ltd. All rights reserved.