An Improvement Method For Semantic Mapping Database To Ontology / Pham Thi Thu Thuy

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 s...

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Tác giả chính: Pham, Thi Thu Thuy
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spelling ntt-http:--elib.ntt.edu.vn-Opac-DmdInfo.aspx?dmd_id=216022020-06-11An Improvement Method For Semantic Mapping Database To Ontology / Pham Thi Thu ThuyPham, Thi Thu ThuyChương trình máy tínhDữ liệu máy tínhMapping Quan hệ cơ sở dữ liệuRelational databaseSimilarity measureEnormous 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.texthttp://elib.ntt.edu.vn/Opac/DmdInfo.aspx?dmd_id=21602vie
institution Trường Đại học - Nguyễn Tất Thành
collection Kipos
language vie
topic Chương trình máy tính
Dữ liệu máy tính
Mapping
Quan hệ cơ sở dữ liệu
Relational database
Similarity measure
spellingShingle Chương trình máy tính
Dữ liệu máy tính
Mapping
Quan hệ cơ sở dữ liệu
Relational database
Similarity measure
Pham, Thi Thu Thuy
An Improvement Method For Semantic Mapping Database To Ontology / Pham Thi Thu Thuy
description 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.
format text
author Pham, Thi Thu Thuy
author_facet Pham, Thi Thu Thuy
author_sort Pham, Thi Thu Thuy
title An Improvement Method For Semantic Mapping Database To Ontology / Pham Thi Thu Thuy
title_short An Improvement Method For Semantic Mapping Database To Ontology / Pham Thi Thu Thuy
title_full An Improvement Method For Semantic Mapping Database To Ontology / Pham Thi Thu Thuy
title_fullStr An Improvement Method For Semantic Mapping Database To Ontology / Pham Thi Thu Thuy
title_full_unstemmed An Improvement Method For Semantic Mapping Database To Ontology / Pham Thi Thu Thuy
title_sort improvement method for semantic mapping database to ontology / pham thi thu thuy
url http://elib.ntt.edu.vn/Opac/DmdInfo.aspx?dmd_id=21602
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