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.
@article{arxiv.2009.11102,
title = {Supervised Ontology and Instance Matching with MELT},
author = {Sven Hertling and Jan Portisch and Heiko Paulheim},
journal= {arXiv preprint arXiv:2009.11102},
year = {2020}
}
Comments
accepted at the the Fifteenth International Workshop on Ontology Matching collocated with the 19th International Semantic Web Conference ISWC-2020