RDFMutate : Mutation-Based Generation of Knowledge Graphs

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Abstract

This paper introduces RDFMutate, the first mutation-based tool to generate RDF knowledge graphs. RDFMutate enables developers to analyze the robustness of applications that operate on RDF, by generating variants of seed knowledge graphs, which are mutated according to a set of mutation operations and SHACL constraints. In contrast to existing tools to generate synthetic RDF graphs, RDFMutate provides a mutation-based approach that is accessible for both researchers and application developers, by providing a framework to define mutation rules and flexible selection of generated graphs.
OriginalsprogEngelsk
TitelThe Semantic Web - ISWC 2025
Antal sider18
UdgivelsesstedCham
ForlagSpringer Nature Switzerland
Publikationsdato29 okt. 2025
Udgave2026
Sider295-312
ISBN (Trykt)978-3-032-09529-9
ISBN (Elektronisk)978-3-032-09530-5
DOI
StatusUdgivet - 29 okt. 2025
Begivenhed24th International Semantic Web Conference - Nara, Japan
Varighed: 2 nov. 20256 nov. 2025

Konference

Konference24th International Semantic Web Conference
Land/OmrådeJapan
ByNara
Periode02/11/202506/11/2025
NavnLecture Notes in Computer Science
Vol/bind16141

Emneord

  • Application Testing
  • Graph Generator
  • Graph Mutation

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