Reusing ontologies and language components for ontology generation
| Autor: | David W. Embley, Li Xu, Deryle Lonsdale, Yihong Ding, Martin Hepp |
|---|---|
| Rok vydání: | 2010 |
| Předmět: |
Information Systems and Management
Information retrieval business.industry Computer science Ontology-based data integration Process ontology Data_MISCELLANEOUS Suggested Upper Merged Ontology 02 engineering and technology Ontology (information science) computer.software_genre Ontology engineering Open Biomedical Ontologies 020204 information systems Ontology components 0202 electrical engineering electronic engineering information engineering Upper ontology 020201 artificial intelligence & image processing ComputingMethodologies_GENERAL Software engineering business computer |
| Zdroj: | Data & Knowledge Engineering. 69:318-330 |
| ISSN: | 0169-023X |
| DOI: | 10.1016/j.datak.2009.08.003 |
| Popis: | 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. |
| Databáze: | OpenAIRE |
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