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RDFminer is an open source Web application to automatically discover SHACL shapes through an evolutionary process. It takes an RDF data graph as input, from which shapes are mined and assessed using a probabilistic validation framework. The user can interact with RDFminer through a dashboard where they can launch and monitor the mining of shapes, and analyse the results in real time.

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RDFminer: An Interactive Tool for the Evolutionary Discovery of SHACL Shapes

  • 会议论文

  • 发表日期：

    2025年

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  • Rémi Felin,
  • Pierre Monnin,
  • Catherine Faron,
  • Andrea G. B. Tettamanzi

摘要

RDFminer is an open source Web application to automatically discover SHACL shapes through an evolutionary process. It takes an RDF data graph as input, from which shapes are mined and assessed using a probabilistic validation framework. The user can interact with RDFminer through a dashboard where they can launch and monitor the mining of shapes, and analyse the results in real time.