Dynamic ontology evolution in open environments

Palmisano, Ignazio, Tamma, Valentina, Iannone, Luigi, Payne, Terry R. and Doran, Paul (2008) Dynamic ontology evolution in open environments , Southampton, GB University of Southampton 15pp.


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Changes in an ontology may have a disruptive impact on any system using it. This impact may depend on structural changes such as name changes or relations between concepts, or it may be related to a change in the expected performance of the reasoning tasks. As the number of systems using ontologies is expected to increase this problem is likely to occur more frequently, and, given the open nature of the Semantic Web, new ontologies and modifications to existing ones are to be expected. Dynamically handling these changes, without requiring human intervention, is a key requirement for successful applications. This paper presents a system that isolates groups of related axioms in an OWL ontology, so that a change in one or more axioms can be automatically localised to a part of the ontology. In addition, we report the results on evaluating the effectiveness of our approach on large ontologies.

Item Type: Monograph (Project Report)
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Organisations: Electronics & Computer Science
ePrint ID: 266054
Date :
Date Event
Date Deposited: 04 Jul 2008 13:22
Last Modified: 17 Apr 2017 19:09
Further Information:Google Scholar
URI: http://eprints.soton.ac.uk/id/eprint/266054

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