The OntoNL Semantic Relatedness Measure for OWL ontologies

An effect of the growing importance of the semantic Web used for sharing knowledge over the Internet was the development and publishing of many ontologies in different domains. This led to the need of developing mechanisms for capturing the semantics of the ontologies. In this paper, we introduce th...

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Bibliographic Details
Published in2007 Second International Conference on Digital Information Management Vol. 1; pp. 333 - 338
Main Authors Karanastasi, A., Christodoulakis, S.
Format Conference Proceeding
LanguageEnglish
Published IEEE 01.10.2007
Subjects
Application software
Automation
Humans
Laboratories
Natural language processing
Natural languages
Ontologies
OWL
Semantic Web
Testing
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ISBN142441475X
9781424414758
DOI10.1109/ICDIM.2007.4444245

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Summary:An effect of the growing importance of the semantic Web used for sharing knowledge over the Internet was the development and publishing of many ontologies in different domains. This led to the need of developing mechanisms for capturing the semantics of the ontologies. In this paper, we introduce the OntoNL semantic relatedness measure, a fully automated way of measuring, in an asymmetric way, semantic relatedness between concepts of domain ontologies. We have developed metrics to guide the automation of the procedure by using feedback from an extensive evaluation with human subjects.
ISBN:142441475X
9781424414758
DOI:10.1109/ICDIM.2007.4444245