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Incremental Classification of Description Logics Ontologies

Abstract:

The development of ontologies involves continuous but relatively small modifications. However, existing ontology reasoners do not take advantage of the similarities between different versions of an ontology. In this paper, we propose a collection of techniques for incremental reasoning – that is, reasoning that reuses information obtained from previous versions of an ontology. We have applied our results to incremental classification of OWL ontologies and found significant improvement over re...

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Cuenca Grau More by this author
Christian Halaschek−Wiener More by this author
Yevgeny Kazakov More by this author
Boontawee Suntisrivaraporn More by this author
Journal:
Journal of Automated Reasoning
Volume:
44
Issue:
4
Pages:
337-369
Publication date:
2010
URN:
uuid:5a952a5d-6aa0-422c-813c-81691be16928
Local pid:
cs:3443

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