A revision-based approach to handling inconsistency in description logics

被引:18
作者
Qi, Guilin [1 ]
Liu, Weiru [2 ]
Bell, David [2 ]
机构
[1] Univ Karlsruhe, Inst AIFB, D-76128 Karlsruhe, Germany
[2] Queens Univ Belfast, Sch Elect Elect Engn & Comp Sci, Belfast BT7 1NN, Antrim, North Ireland
关键词
knowledge representation; semantic web; description logics; inconsistency handling; stratification;
D O I
10.1007/s10462-007-9044-3
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Recently, the problem of inconsistency handling in description logics has attracted a lot of attention. Many approaches have been proposed to deal with this problem based on existing techniques for inconsistency management. In this paper, we first define two revision operators in description logics; one is called a weakening-based revision operator and the other is its refinement. Based on the revision operators, we then propose an algorithm to handle inconsistency in a stratified description logic knowledge base. We show that when the weakening-based revision operator is chosen, the resulting knowledge base of our algorithm is semantically equivalent to the knowledge base obtained by applying refined conjunctive maxi-adjustment (RCMA) which refines disjunctive maxi-adjusment (DMA), known to be a good strategy for inconsistency handling in classical logic.
引用
收藏
页码:115 / 128
页数:14
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