BELIEF REVISION - AN AXIOMATIC APPROACH

Citation
V. Sridhar et Mn. Murty, BELIEF REVISION - AN AXIOMATIC APPROACH, Journal of intelligent & robotic systems, 8(2), 1993, pp. 127-153
Citations number
15
Categorie Soggetti
System Science","Computer Science Artificial Intelligence","Robotics & Automatic Control
ISSN journal
09210296
Volume
8
Issue
2
Year of publication
1993
Pages
127 - 153
Database
ISI
SICI code
0921-0296(1993)8:2<127:BR-AAA>2.0.ZU;2-D
Abstract
Belief revision systems aim at keeping a database consistent. They mos tly concentrate on how to record and maintain dependencies. We propose an axiomatic system, called MFOT, as a solution to the problem of bel ief revision. MFOT has a set of proper axioms which selects a set of m osi plausible and consistent input beliefs. The proposed nonmonotonic inference rule further maintains consistency while generating the cons equences of input beliefs. It also permits multiple property inheritan ce with exceptions. We have also examined some important properties of the proposed axiomatic system. We also propose a belief revision mode l that is object-centered. The relevance of such a model in maintainin g the beliefs of a physician is examined.