An automatic rule induction technique for learning expert systems

Authors
Citation
G. Sarker, An automatic rule induction technique for learning expert systems, INT J COM M, 70(3), 1999, pp. 393-401
Citations number
11
Categorie Soggetti
Engineering Mathematics
Journal title
INTERNATIONAL JOURNAL OF COMPUTER MATHEMATICS
ISSN journal
00207160 → ACNP
Volume
70
Issue
3
Year of publication
1999
Pages
393 - 401
Database
ISI
SICI code
Abstract
An automatic rule induction technique for Learning Expert Systems (LES) has been designed and developed. Here we present a new technique for rule indu ction which induces several types of rules, namely Concept Rule (CR), Modif ied Concept Rule (MCR), and Generalized Modified Concept Rule (GMCR) from i nput training instances during Knowledge Acquisition (KA). These rules draw s inferences during end user interaction. This new technique finds applicat ion in establishing various laws of Artificial Intelligence like inheritanc e and transitivity etc.