Title: Quick Mapping Evaluator - application for ontology mapping evaluation: a case study on nuclear reactor domain
Authors: N. Madurai Meenachi; N. Hari Prasad; M. Sai Baba
Addresses: Scientific Information Resource Division, Resource Management Group, Kalpakkam 603102, Tamil Nadu, India ' BITS Pilani, Pilani 333031, Rajasthan, India ' Scientific Information Resource Division, Resource Management Group, Kalpakkam 603102, Tamil Nadu, India
Abstract: A comparative study of different string similarity metrics for ontology mapping using Quick Mapping Evaluator (QME) has been carried out. A Java Swing based GUI application, QME, has been developed. This QME is equipped with different algorithms like String Equality, Longest Common Subsequence and Levenshtein Distance for evaluation of the ontology matching at different thresholds in terms of precision, recall, F-measure metrics. As a case study the QME results for ontology matching between electrical power supply and distributed power system logics of the nuclear reactor are considered for validating the performance of the system. The evaluator is used as an add-on to the semantic web based knowledge management system for nuclear reactor domain under development.
Keywords: ontology mapping evaluation; OWL; RDF; domain ontology; quick mapping evaluator; semantic web; case study; nuclear reactors; nuclear energy; nuclear power; ontology matching; electrical power supply; distributed power systems; nuclear knowledge management.
International Journal of Nuclear Knowledge Management, 2013 Vol.6 No.2, pp.143 - 154
Received: 10 Dec 2012
Accepted: 20 Feb 2013
Published online: 14 Jun 2013 *