Quotation Sabou, Reka Marta. 2005. Learning web service ontologies: an automatic extraction method and its evaluation. In: Ontology learning from text: methods, evaluation and applications, Volume 123, Hrsg. Buitelaar, B.; Cimiano, P. and Magnini, P. 0-0. Amsterdam: IOS Press.


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Abstract

Successful employment of semantic Web services depends on the availability of high quality ontologies to describe the domains of these services. Building such ontologies is difficult and costly, thus hampering Web service deployment. As a solution, we describe an automatic extraction method that learns domain ontologies from textual documentations attached to Web services. We evaluate our method in two different domains, that of RDF ontology storage tools and that of bioinformatics services. The quality of the extracted ontologies is verified against high quality hand-built ontologies of the corresponding domains. We conclude that our method allows extracting a considerable amount of information for a domain ontology and that it is applicable across different domains.

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Publication's profile

Status of publication Published
Affiliation External
Type of publication Chapter in edited volume
Language English
Title Learning web service ontologies: an automatic extraction method and its evaluation
Title of whole publication Ontology learning from text: methods, evaluation and applications, Volume 123
Editor Buitelaar, B.; Cimiano, P. and Magnini, P.
Page from 0
Page to 0
Location Amsterdam
Publisher IOS Press
Year 2005
Open Access N

Associations

People
Sabou, Reka Marta (Details)
Organization
Institute for Data, Process and Knowledge Management (AE Sabou) (Details)
Research areas (Ă–STAT Classification 'Statistik Austria')
1109 Information and data processing (Details)
1122 Artificial intelligence (Details)
1127 Information science (Details)
1138 Information systems (Details)
1140 Software engineering (Details)
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