ENHANCED SEARCH METHOD FOR ONTOLOGY CLASSIFICATION
DC Field | Value | Language |
---|---|---|
dc.contributor.author | Kim, Je-Min | - |
dc.contributor.author | Kwon, Soon-Hyen | - |
dc.contributor.author | Park, Young-Tack | - |
dc.date.available | 2018-05-10T15:54:51Z | - |
dc.date.created | 2018-04-17 | - |
dc.date.issued | 2009 | - |
dc.identifier.issn | 1335-9150 | - |
dc.identifier.uri | http://scholarworks.bwise.kr/ssu/handle/2018.sw.ssu/16740 | - |
dc.description.abstract | The web ontology language (OWL) has become a W3C recommendation to publish and share ontologies on the semantic web. In order to infer implicit information (classification, satisfiability and realization) of OWL ontology, a number of OWL reasoners have been introduced. Ontology classification is to compute a partial ordering or hierarchy of named concepts in the ontology using the subsumption testing. Most of the reasoners use both top-down and bottom-up searches using subsumption testing for ontology classification. As subsumption testing is costly, it is important to ensure that the classification process uses the smallest number of tests. In this paper, we propose an enhanced method of optimizing the ontology classification process of ontology reasoning. Our work focuses on two key aspects: The first and foremost, we describe classical methods for ontology. classification. Next, we present description of the enhanced method of optimizing the ontology classification and the detailed algorithm. We evaluate the effect of the enhanced method on four different types of test ontology. The enhanced search method shows 30 % performance improvement as compared with the classical method according to the result of the experiment. | - |
dc.publisher | SLOVAK ACAD SCIENCES INST INFORMATICS | - |
dc.relation.isPartOf | COMPUTING AND INFORMATICS | - |
dc.title | ENHANCED SEARCH METHOD FOR ONTOLOGY CLASSIFICATION | - |
dc.type | Article | - |
dc.type.rims | ART | - |
dc.identifier.bibliographicCitation | COMPUTING AND INFORMATICS, v.28, no.6, pp.795 - 809 | - |
dc.description.journalClass | 1 | - |
dc.identifier.wosid | 000275175300005 | - |
dc.identifier.scopusid | 2-s2.0-77749298366 | - |
dc.citation.endPage | 809 | - |
dc.citation.number | 6 | - |
dc.citation.startPage | 795 | - |
dc.citation.title | COMPUTING AND INFORMATICS | - |
dc.citation.volume | 28 | - |
dc.contributor.affiliatedAuthor | Park, Young-Tack | - |
dc.type.docType | Article; Proceedings Paper | - |
dc.subject.keywordAuthor | Ontolgy | - |
dc.subject.keywordAuthor | DL reasoning | - |
dc.subject.keywordAuthor | tableaux algorithm | - |
dc.subject.keywordAuthor | classification | - |
dc.subject.keywordAuthor | subsumption test | - |
dc.subject.keywordAuthor | top search | - |
dc.subject.keywordAuthor | bottom search | - |
dc.description.journalRegisteredClass | scopus | - |
Items in ScholarWorks are protected by copyright, with all rights reserved, unless otherwise indicated.
Soongsil University Library 369 Sangdo-Ro, Dongjak-Gu, Seoul, Korea (06978)02-820-0733
COPYRIGHT ⓒ SOONGSIL UNIVERSITY, ALL RIGHTS RESERVED.
Certain data included herein are derived from the © Web of Science of Clarivate Analytics. All rights reserved.
You may not copy or re-distribute this material in whole or in part without the prior written consent of Clarivate Analytics.