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Supervised Ontology and Instance Matching with MELT

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arxiv 2009.11102 v1 pith:ODY6PHRV submitted 2020-09-20 cs.AI cs.DBcs.LG

Sven Hertling , Jan Portisch , Heiko Paulheim This is my paper · ORCID
classification cs.AIcs.DBcs.LG
keywords learningmatchingextensionsupervisedinstancemachinemeltontology
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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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