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.

中文翻译：

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使用 MELT 的监督本体和实例匹配

在本文中，我们介绍了 MELT-ML，这是匹配和评估工具包 (MELT) 的机器学习扩展，它促进了监督学习在本体和实例匹配中的应用。我们的贡献是双重的：我们为匹配工具包提供了一个开源机器学习扩展，以及两个展示新扩展功能的监督学习用例。