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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/45573/1/1Vol74No2.pdf
http://irep.iium.edu.my/45573/
http://www.jatit.org
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spelling my.iium.irep.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 REM 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
institution Universiti Islam Antarabangsa Malaysia
building IIUM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider International Islamic University Malaysia
content_source IIUM Repository (IREP)
url_provider http://irep.iium.edu.my/
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/45573/1/1Vol74No2.pdf
http://irep.iium.edu.my/45573/
http://www.jatit.org
_version_ 1643612809209053184
score 13.211869

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