Methodology for Automatic Ontology Generation Using Database Schema Information
Joint Authors
Source
Issue
Vol. 2018, Issue 2018 (31 Dec. 2018), pp.1-13, 13 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2018-05-02
Country of Publication
Egypt
No. of Pages
13
Main Subjects
Telecommunications Engineering
Abstract EN
An ontology is a model language that supports the functions to integrate conceptually distributed domain knowledge and infer relationships among the concepts.
Ontologies are developed based on the target domain knowledge.
As a result, methodologies to automatically generate an ontology from metadata that characterize the domain knowledge are becoming important.
However, existing methodologies to automatically generate an ontology using metadata are required to generate the domain metadata in a predetermined template, and it is difficult to manage data that are increased on the ontology itself when the domain OWL (Ontology Web Language) individuals are continuously increased.
The database schema has a feature of domain knowledge and provides structural functions to efficiently process the knowledge-based data.
In this paper, we propose a methodology to automatically generate ontologies and manage the OWL individual through an interaction of the database and the ontology.
We describe the automatic ontology generation process with example schema and demonstrate the effectiveness of the automatically generated ontology by comparing it with existing ontologies using the ontology quality score.
American Psychological Association (APA)
An, JungHyen& Park, Young B.. 2018. Methodology for Automatic Ontology Generation Using Database Schema Information. Mobile Information Systems،Vol. 2018, no. 2018, pp.1-13.
https://search.emarefa.net/detail/BIM-1204654
Modern Language Association (MLA)
An, JungHyen& Park, Young B.. Methodology for Automatic Ontology Generation Using Database Schema Information. Mobile Information Systems No. 2018 (2018), pp.1-13.
https://search.emarefa.net/detail/BIM-1204654
American Medical Association (AMA)
An, JungHyen& Park, Young B.. Methodology for Automatic Ontology Generation Using Database Schema Information. Mobile Information Systems. 2018. Vol. 2018, no. 2018, pp.1-13.
https://search.emarefa.net/detail/BIM-1204654
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1204654