Ontology matching: in search of challenges ahead

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

PDF (Ontology Matching) - Published Version Restricted to Registered users only Download (505kB) | Request a copy

Abstract

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.

Item Type:	Article (Journal)
Additional Information:	1375/45573
Uncontrolled Keywords:	Context, Knowledge Management, Ontology matching, Semantic web, Semantic technologies, Semantic literature review.
Subjects:	Q Science > QA Mathematics > QA75 Electronic computers. Computer science
Kulliyyahs/Centres/Divisions/Institutes (Can select more than one option. Press CONTROL button):	Kulliyyah of Information and Communication Technology > Department of Information System Kulliyyah of Information and Communication Technology > Department of Information System
Depositing User:	Prof. Dr. Mohamad Fauzan Noordin
Date Deposited:	05 Nov 2015 10:32
Last Modified:	02 Dec 2015 14:24
URI:	http://irep.iium.edu.my/id/eprint/45573

Actions (login required)

View Item