AML results for OAEI 2015
Daniel Faria, Catarina S. Martins, Amruta Nanavaty, Daniela Oliveira, Booma Sowkarthiga Balasubramani, Aynaz Taheri, Cátia Pesquita, Francisco M. Couto, Isabel F. Cruz · Ontology Matching · 2015
AgreementMakerLight (AML) is an automated ontology matching system based primarily on element-level matching and on the use of external resources as background knowledge. This paper describes its configuration for the OAEI 2015 competition and discusses its results. For this OAEI edition, we focused mainly on the Interactive Matching track due to its expansion, as handling user interactions on large-scale tasks is a critical challenge in ontology matching. AML's participation in the OAEI 2015 was successful, as it obtained the highest F-measure in 6 of the 7 ontology matching tracks. Notably, it obtained the highest F-measure in all tasks of the Interactive Matching track while posing less queries to the user than comparable participating systems.