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Evaluating Ontology Matching Systems on Large, Multilingual and Real-world Test Cases

Meilicke, C., Sváb-Zamazal, O., Trojahn, C., Jimenez-Ruiz, E. ORCID: 0000-0002-9083-4599, Aguirre, J-L., Stuckenschmidt, H. and Grau, B. C. (2012). Evaluating Ontology Matching Systems on Large, Multilingual and Real-world Test Cases. .

Abstract

In the field of ontology matching, the most systematic evaluation of matching systems is established by the Ontology Alignment Evaluation Initiative (OAEI), which is an annual campaign for evaluating ontology matching systems organized by different groups of researchers. In this paper, we report on the results of an intermediary OAEI campaign called OAEI 2011.5. The evaluations of this campaign are divided in five tracks. Three of these tracks are new or have been improved compared to previous OAEI campaigns. Overall, we evaluated 18 matching systems. We discuss lessons learned, in terms of scalability, multilingual issues and the ability do deal with real world cases from different domains.

Publication Type: Monograph (Technical Report)
Additional Information: Technical Report of the OAEI 2011.5 Evaluation Campaign
Subjects: Q Science > QA Mathematics > QA75 Electronic computers. Computer science
Z Bibliography. Library Science. Information Resources > Z665 Library Science. Information Science
Departments: School of Mathematics, Computer Science & Engineering > Computer Science
Related URLs:
URI: https://openaccess.city.ac.uk/id/eprint/22935
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