CSDL Home IEEE Transactions on Knowledge & Data Engineering 1998 vol.10 Issue No.01 - January/February
Issue No.01 - January/February (1998 vol.10)
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/69.667094
<p><b>Abstract</b>—In this paper, we present a new approach to the problem of revising extended programs; we base this approach on the <it>coherence theory</it> initially advocated by Gardenfors for belief revision. Our approach resolves contradiction by removing only conflicting information, not the believed source of it, and therefore, keeps information loss minimal. Furthermore, since there is no need to search for problematic assumptions, as 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 semantics can be characterized in terms of the fixpoint semantics of a revised program using a simple program-revision technique. These semantics provide a suitable framework for knowledge and belief revision in the context of logic programs. Semantical properties and advantages of the proposed revision semantics are also analyzed.</p>
Logic programming, knowledge representation, nonmonotonic reasoning, belief revision.
Li-Yan Yuan, Jia-Huai You, "Coherence Approach to Logic Program Revision", IEEE Transactions on Knowledge & Data Engineering, vol.10, no. 1, pp. 108-119, January/February 1998, doi:10.1109/69.667094