Identifying ontology components from digital archives for the semantic web

Authors:
J. R. G. Pulido;R. Herrera;M. Aréchiga;A. Block;R. Acosta;S. Legrand
Affiliations:
Faculty of Telematics, University of Colima, México;SIABUC Dept., University of Colima, México;Faculty of Telematics, University of Colima, México;Faculty of Telematics, University of Colima, México;Faculty of Telematics, University of Colima, México;Computer Science School, University of Jyväskylä, Finland
Venue:
ACST'06 Proceedings of the 2nd IASTED international conference on Advances in computer science and technology
Year:
2006

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Abstract

This paper describes an approach for identifying Ontology components by using Self-Organizing Maps (SOM). Our system represents the knowledge contained in a particular domain, any kind of digital archive, by assembling and displaying its ontology components. This novel approach provides a solution to the problem of semi-automatic ontology construction, supports mechanisms that explore domains, and allows knowledge components to be displayed in a browsable manner. Further processing may be carried out on the extracted knowledge to be embedded on the semantic web for software agents to use.