Application of Textual Corpus in Ontology Matching

Application of Textual Corpus in Ontology Matching

Ontology matching or finding similarities between concepts of different ontologies, has many applications today. One automatic approach for finding these similarities is by leveraging machine learning techniques. In this paper we propose a new method in which a text corpus is used as the source of k...

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Veröffentlicht in:International journal of information and education technology 2012-12, Vol.2 (6), p.638-642
Hauptverfasser: Kassaie, Besat, Vazifedoost, Alireza, Rahgozar, Maseud
Format: Artikel
Sprache:eng
Schlagworte:
Analogies
Education
Machine learning
Matching
Texts
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Zusammenfassung:Ontology matching or finding similarities between concepts of different ontologies, has many applications today. One automatic approach for finding these similarities is by leveraging machine learning techniques. In this paper we propose a new method in which a text corpus is used as the source of knowledge in conjunction with a machine learning method to find matchings between two ontologies.
ISSN:2010-3689
DOI:10.7763/IJIET.2012.V2.221