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Download fileGap analysis of ontology mapping tools and techniques
conference contribution
posted on 2017-12-19, 16:20 authored by Najam A. Anjum, Jennifer HardingJennifer Harding, Robert I.M. Young, Keith CaseKeith CaseMapping between ontologies provides a way to overcome any dissimilarities in the terminologies used in two ontologies. Some tools and techniques to map ontologies are available with some semi-automatic mapping capabilities. These tools are employed to join the similar concepts in two ontologies and overcome the possible mismatches.Several types of mismatches have been identified by researchers and certain overlaps can easily be seen in their description. Analysis of the mapping tools and techniques through a mismatches framework reveals that most of the tools and techniques just target the explication side of the concepts in ontologies and a very few of them opt for the conceptualization mismatches. Research therefore needs to be done in the area of detecting and overcoming conceptualization mismatches that may occur during the process of mapping. The automation and reliability of these tools are important because they directly affect the interoperatbility between different knowledge sources.
History
School
- Mechanical, Electrical and Manufacturing Engineering
Published in
International Conference on Interoperability for Enterprise Software and Applications, I-ESA 2010 'Enterprise Interoperability IV', the Proceedings of the International Conference on Interoperability for Enterprise Software and Applications, I-ESA 2010Pages
303 - 312Citation
ANJUM, N.A. ... et al, 2010. Gap analysis of ontology mapping tools and techniques. IN: Popplewell K. ... et al, (eds). Enterprise Interoperability IV. Springer-Verlag: London, pp.303-312Publisher
© Springer-VerlagVersion
- AM (Accepted Manuscript)
Publisher statement
This work is made available according to the conditions of the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International (CC BY-NC-ND 4.0) licence. Full details of this licence are available at: https://creativecommons.org/licenses/by-nc-nd/4.0/Publication date
2010Notes
This paper was presented at Interoperability for Enterprise Software and Applications, I-ESA 2010, Coventry University, UK. The definitive publisher version of this paper is available at: https://doi.org/10.1007/978-1-84996-257-5_28ISBN
9781849962568Publisher version
Language
- en