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An Improvement Method For Semantic Mapping Database To Ontology / Pham Thi Thu Thuy // Tạp chí Tin học và Điều khiển học = Journal of Computer Science And Cybernetics . - 2018. - Page 187 - 198. - ISSN:
12 p.
Ký hiệu phân loại (DDC): 005.5
Enormous amount of available data in relational database (RDB) format creates a demand for automatic transforming them into Web Ontology Language (OWL) ontology to reuse in the Semantic Web Many approaches have been proposed, however, most of them simply generate output ontology as the sam flat structure with the original database and result in redundancy of ontology data. As an attempt to resolve the redundant problem we propose a novel approach to generate OWL ontology from relational database while focusing on the similarity measure of duplicate attributes in relational tables. Experimental results show that the proposed method reliably predicts semantic similarity of duplicate columns and produces a better - quality OWL ontology.
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