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An overview of concept comparison practices used in ontology alignment.
Author(s):
1. S. JAN: Babylon University, Information Technology College, Networks Department, Iraq
2. I. KHAN: School of Engineering and Design, Brunel University, London, UK
3. A. SHAH: Department of Telecommunication Engineering, University of Engineering and Technology, Peshawar (Mardan Campus), Pakistan
4. G. AHMAD: Department of Electrical Engineering, University of Engineering and Technology, Peshawar, Pakistan
5. A. KHATTAK: Department of Electrical Engineering, University of Engineering and Technology, Peshawar, Pakistan
6. G. A. AL-SULTANY: Babylon University, Information Technology College, Networks Department, Iraq
Abstract:
Concept comparisons play a vital role to find semantic similarity between entities from different ontologies. Semantically similar entities are used to exploit the knowledge of more than one ontology developed for the same or similar domain. In this paper, we have presented an overview of the most commonly used comparison techniques and their significance. Different combinations of comparison techniques were formulated in order to evaluate the alignment results in terms of precision, recall and f-measure. The results suggest that all these comparison techniques play an important role in finding the correspondences between the entities. It is almost impossible for a single comparison technique to handle all types of ontological heterogeneities.
Page(s): 11-14
DOI: DOI not available
Published: Journal: Sindh University Research Journal, Volume: 45, Issue: 1, Year: 2013
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