Ontology matching: in search of challenges ahead

This paper presents key features and challenges for the development of the next generation ontology matcher. Matching elements of two data instances plays an important role in e-business, multilingual data instances, biomedical and open data cloud. This paper elaborates technologies, tools, algorith...

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Main Authors:	Farooqui, N.K., Noordin, Mohamad Fauzan, Muhammad, AbdulHafeez
Format:	Article
Language:	English
Published:	JATIT.org 2015
Subjects:	QA75 Electronic computers. Computer science
Online Access:	http://irep.iium.edu.my/45573/ http://irep.iium.edu.my/45573/ http://irep.iium.edu.my/45573/ http://irep.iium.edu.my/45573/1/1Vol74No2.pdf

id	iium-45573
recordtype	eprints
spelling	iium-455732015-12-02T06:24:01Z http://irep.iium.edu.my/45573/ Ontology matching: in search of challenges ahead Farooqui, N.K. Noordin, Mohamad Fauzan Muhammad, AbdulHafeez QA75 Electronic computers. Computer science This paper presents key features and challenges for the development of the next generation ontology matcher. Matching elements of two data instances plays an important role in e-business, multilingual data instances, biomedical and open data cloud. This paper elaborates technologies, tools, algorithms and methods used by recent ontology matchers. Ontology matching has become a Meta Research field where research topics such as developing advanced reasoner, algorithms for optimum matching, working on Meta matchers and improving results are major open research areas. In order to find the future direction towards the development of optimum matchers we illustrated a list of future challenges, key features, and their importance. This paper does not propose solution or framework for an optimum matcher. Reader will get help in deciding next ontology matching techniques in his domain of ontology matching research. JATIT.org 2015-04-20 Article PeerReviewed application/pdf en http://irep.iium.edu.my/45573/1/1Vol74No2.pdf Farooqui, N.K. and Noordin, Mohamad Fauzan and Muhammad, AbdulHafeez (2015) Ontology matching: in search of challenges ahead. Journal of Theoretical and Applied Information Technology, 74 (2). pp. 140-148. ISSN 1992-8645 http://www.jatit.org 1817-3195
repository_type	Digital Repository
institution_category	Local University
institution	International Islamic University Malaysia
building	IIUM Repository
collection	Online Access
language	English
topic	QA75 Electronic computers. Computer science
spellingShingle	QA75 Electronic computers. Computer science Farooqui, N.K. Noordin, Mohamad Fauzan Muhammad, AbdulHafeez Ontology matching: in search of challenges ahead
description	This paper presents key features and challenges for the development of the next generation ontology matcher. Matching elements of two data instances plays an important role in e-business, multilingual data instances, biomedical and open data cloud. This paper elaborates technologies, tools, algorithms and methods used by recent ontology matchers. Ontology matching has become a Meta Research field where research topics such as developing advanced reasoner, algorithms for optimum matching, working on Meta matchers and improving results are major open research areas. In order to find the future direction towards the development of optimum matchers we illustrated a list of future challenges, key features, and their importance. This paper does not propose solution or framework for an optimum matcher. Reader will get help in deciding next ontology matching techniques in his domain of ontology matching research.
format	Article
author	Farooqui, N.K. Noordin, Mohamad Fauzan Muhammad, AbdulHafeez
author_facet	Farooqui, N.K. Noordin, Mohamad Fauzan Muhammad, AbdulHafeez
author_sort	Farooqui, N.K.
title	Ontology matching: in search of challenges ahead
title_short	Ontology matching: in search of challenges ahead
title_full	Ontology matching: in search of challenges ahead
title_fullStr	Ontology matching: in search of challenges ahead
title_full_unstemmed	Ontology matching: in search of challenges ahead
title_sort	ontology matching: in search of challenges ahead
publisher	JATIT.org
publishDate	2015
url	http://irep.iium.edu.my/45573/ http://irep.iium.edu.my/45573/ http://irep.iium.edu.my/45573/ http://irep.iium.edu.my/45573/1/1Vol74No2.pdf
first_indexed	2023-09-18T21:04:49Z
last_indexed	2023-09-18T21:04:49Z
_version_	1777410862965850112

Ontology matching: in search of challenges ahead

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