. Haase, P., Van Harmelen, F., Huang, Z., Stuckenschmidt, H., & Sure, Y. Volume 3729 LNCS. A framework for handling inconsistency in changing ontologies, pages 353–367. 2005. doi abstract bibtex 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.
@inbook{c1cba8093b6c4b39a1e7594aacf502af,
title = "A framework for handling inconsistency in changing ontologies",
abstract = "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.",
author = "Peter Haase and {Van Harmelen}, Frank and Zhisheng Huang and Heiner Stuckenschmidt and York Sure",
year = "2005",
doi = "10.1007/11574620_27",
isbn = "3540297545",
volume = "3729 LNCS",
series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",
pages = "353--367",
booktitle = "The Semantic Web, ISWC 2005 - 4th International Semantic Web Conference, ISWC 2005, Proceedings",
}
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