Evaluating and comparing different ontology matching techniques is a complex multifaceted problem. Currently, diverse golden standards and various practices are used for evaluations. In this paper we show that, by following certain rules, the quality of the evaluations can be significantly improved, particularly in regard to the accuracy of precision and recall measures obtained.
Recommendations for Better Quality Ontology Matching Evaluations / Autayeu, Aliaksandr; Maltese, Vincenzo; Andrews, Pierre Yves. - (2010). (Intervento presentato al convegno 2nd AISB Workshop on Matching and Meaning tenutosi a Leicester nel 31 Marzo 2010).
Recommendations for Better Quality Ontology Matching Evaluations
Autayeu, Aliaksandr;Maltese, Vincenzo;Andrews, Pierre Yves
2010-01-01
Abstract
Evaluating and comparing different ontology matching techniques is a complex multifaceted problem. Currently, diverse golden standards and various practices are used for evaluations. In this paper we show that, by following certain rules, the quality of the evaluations can be significantly improved, particularly in regard to the accuracy of precision and recall measures obtained.| File | Dimensione | Formato | |
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