A survey of revision approaches in description logics

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Abstract

Revision of a Description Logic-based ontology to incorporate newly received information consistently is an important problem for the lifecycle of ontologies. Many approaches in the theory of belief revision have been applied to deal with this problem and most of them focus on the postulates or the logical properties of a revision operator in Description Logics (DLs). However, there is no coherent view on how to characterize a revision operator in DLs. In this paper, we lay bare the assumptions underlying different approaches for revision in DLs and propose some criteria to compare them. Based on the analysis, we give our definition of a revision operator in DLs and point out some open problems. © 2008 Springer Berlin Heidelberg.

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Qi, G., & Yang, F. (2008). A survey of revision approaches in description logics. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 5341 LNCS, pp. 74–88). Springer Verlag. https://doi.org/10.1007/978-3-540-88737-9_7

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