COHERENCE APPROACH TO LOGIC PROGRAM REVISION

Authors
Citation
Ly. Yuan et Jh. You, COHERENCE APPROACH TO LOGIC PROGRAM REVISION, IEEE transactions on knowledge and data engineering, 10(1), 1998, pp. 108-119
Citations number
28
Categorie Soggetti
Computer Science Artificial Intelligence","Computer Science Information Systems","Engineering, Eletrical & Electronic","Computer Science Artificial Intelligence","Computer Science Information Systems
ISSN journal
10414347
Volume
10
Issue
1
Year of publication
1998
Pages
108 - 119
Database
ISI
SICI code
1041-4347(1998)10:1<108:CATLPR>2.0.ZU;2-5
Abstract
In this paper, we present a new approach to the problem of revising ex tended programs; we base this approach on the coherence theory initial ly advocated by Gardenfors for belief revision. Our approach resolves contradiction by removing only conflicting information, not the believ ed source of it, and therefore, keeps information loss minimal. Furthe rmore, since there is no need to search for problematic assumptions, a s is done in the traditional assumption-removal approach, our approach provides a skeptical revision semantics that is tractable. We define the skeptical and credulous coherence semantics and show that both sem antics can be characterized in terms of the fixpoint semantics of a re vised program using a simple program-revision technique. These semanti cs provide a suitable framework for knowledge and belief revision in t he context of logic programs. Semantical properties and advantages of the proposed revision semantics are also analyzed.