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

Rémi Felin (1) , Pierre Monnin (1) , Catherine Faron (1) , Andrea G. B. Tettamanzi (1)

1 WIMMICS - Web-Instrumented Man-Machine Interactions, Communities and Semantics

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.

Keywords: RDF; SHACL; Shape Mining; Evolutionary Algorithm

Domains: Artificial Intelligence [cs.AI]

Rémi Felin, Pierre Monnin, Catherine Faron, Andrea G. B. Tettamanzi. RDFminer: an Interactive Tool for the Evolutionary Discovery of SHACL Shapes. ESWC 2024 - 21st International Conference on Semantic Web, May 2024, Hersonissos (Crete), Greece. Lecture Notes in Computer Science. ⟨hal-04566981⟩