Identifying ontology components from digital archives for the semantic web
J. R. G. Pulido, Rosana Matuk Herrera, M. A. Aréchiga, A. Jay Block, Ricardo Acosta-Díaz, S. Legrand · 2006
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.