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A Framework for Handling Inconsistency in Changing Ontologies


Peter Haase, Frank van Harmelen, Zhisheng Huang, Heiner Stuckenschmidt, York Sure



Published: 2005 November
Herausgeber: Y. Gil, E. Motta, V. R. Benjamins, M. A. Musen
Buchtitel: Proceedings of the Fourth International Semantic Web Conference (ISWC2005)
Ausgabe: 3729
Reihe: LNCS
Seiten: 353-367
Verlag: Springer
Referierte Veröffentlichung
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Kurzfassung
One of the major problems of large scale, distributed and evolving ontologies is the potential introduction of inconsistencies. In this paper we survey four different approaches to handling inconsistency in DL-based ontologies: consistent ontology evolution, repairing inconsistencies, reasoning in the presence of inconsistencies and multi-version reasoning. We present a common formal basis for all of them, and use this common basis to compare these approaches. We discuss the different requirements for each of these methods, the conditions under which each of them is applicable, the knowledge requirements of the various methods, and the different usage scenarios to which they would apply.

ISBN: 3-540-29754-5
ISSN: 0302-9743
VG Wort-Seiten: 27
Download: Media:2005_982_Haase_A_Framework_for_1.pdf
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Semantic Web