Reusing ontologies and language components for ontology generation

Keywords

Ontology generation, Ontology reuse, Concept matching, Constraint discovery

Abstract

Realizing the Semantic Web involves creating ontologies, a tedious and costly challenge. Reuse can reduce the cost of ontology engineering. Semantic Web ontologies can provide useful input for ontology reuse. However, the automated reuse of such ontologies remains underexplored. This paper presents a generic architecture for automated ontology reuse. With our implementation of this architecture, we show the practicality of automating ontology generation through ontology reuse. We experimented with a large generic ontology as a basis for automatically generating domain ontologies that fit the scope of sample natural language web pages. The results were encouraging, resulting in five lessons pertinent to future automated ontology reuse study.

Original Publication Citation

D.W. Lonsdale, David W. Embley, Yihong Ding, Li Xu, Martin Hepp (2010). Reusing Ontologies and Language Components for Ontology Generation; Data and Knowledge Engineering 69(1), pp. 318-330. Amsterdam: Elsevier B.V.

Document Type

Peer-Reviewed Article

Publication Date

2010

Publisher

Elsevier B.V.

Language

English

College

Humanities

Department

Linguistics

University Standing at Time of Publication

Associate Professor

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