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Constructing a global ontology by concept mapping using Wikipedia thesaurus
Abstract Recently, the importance of semantics on tRecently, the importance of semantics on the WWW is widely recognized and a lot of semantic information (RDF, OWL etc.) is being built/published on the WWW. However, the lack of ontology mappings becomes a serious problem for the Semantic Web since it needs well defined relations to retrieve information correctly by inferring the meaning of information. One to one mapping is not an efficient method due to the nature of distributed environment. Therefore, it would be a considerable method to map the concepts by using a large-scale intermediate ontology. On the other hand, Wikipedia is a large-scale of concept network covering almost all concepts in the real world. In this paper, we propose an intermediate ontology construction method using Wikipedia Thesaurus, an association thesaurus extracted from Wikipedia. Since Wikipedia Thesaurus provides associated concepts without explicit relation type, we propose an approach of concept mapping using two sub methods; "name mapping" and "logic-based mapping". "name mapping" and "logic-based mapping".
Abstractsub Recently, the importance of semantics on tRecently, the importance of semantics on the WWW is widely recognized and a lot of semantic information (RDF, OWL etc.) is being built/published on the WWW. However, the lack of ontology mappings becomes a serious problem for the Semantic Web since it needs well defined relations to retrieve information correctly by inferring the meaning of information. One to one mapping is not an efficient method due to the nature of distributed environment. Therefore, it would be a considerable method to map the concepts by using a large-scale intermediate ontology. On the other hand, Wikipedia is a large-scale of concept network covering almost all concepts in the real world. In this paper, we propose an intermediate ontology construction method using Wikipedia Thesaurus, an association thesaurus extracted from Wikipedia. Since Wikipedia Thesaurus provides associated concepts without explicit relation type, we propose an approach of concept mapping using two sub methods; "name mapping" and "logic-based mapping". "name mapping" and "logic-based mapping".
Bibtextype inproceedings  +
Citeulike 3806178  +
Doi 10.1109/WAINA.2008.117  +
Has author Minghua Pei + , Kotaro Nakayama + , Takahiro Hara + , Shojiro Nishio +
Has extra keyword Concept mapping + , Distributed environments + , Efficient methods + , Global ontology + , Information networking + , International conferences + , Ontology construction + , Ontology mappings + , Real-world + , Semantic information + , Wikipedia + , Conformal mapping + , Information theory + , Semantic web + , Semantics + , Thesauri + , Ontology +
Isbn 0769530966; 9780769530963  +
Language English +
Number of citations by publication 0  +
Number of references by publication 0  +
Pages 1205–1210  +
Published in Proceedings - International Conference on Advanced Information Networking and Applications, AINA +
Title Constructing a global ontology by concept mapping using Wikipedia thesaurus +
Type conference paper  +
Year 2008 +
Creation dateThis property is a special property in this wiki. 7 November 2014 14:54:09  +
Categories Publications without keywords parameter  + , Publications without license parameter  + , Publications without remote mirror parameter  + , Publications without archive mirror parameter  + , Publications without paywall mirror parameter  + , Conference papers  + , Publications without references parameter  + , Publications  +
Modification dateThis property is a special property in this wiki. 22 November 2014 19:09:11  +
DateThis property is a special property in this wiki. 2008  +
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