Supervised Ontology and Instance Matching with MELT

20 Sep 2020  ·  Sven Hertling, Jan Portisch, Heiko Paulheim ·

In this paper, we present MELT-ML, a machine learning extension to the Matching and EvaLuation Toolkit (MELT) which facilitates the application of supervised learning for ontology and instance matching. Our contributions are twofold: We present an open source machine learning extension to the matching toolkit as well as two supervised learning use cases demonstrating the capabilities of the new extension.

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