Download PDFOpen PDF in browserRdfRules Preview: Towards an Analytics Engine for Rule Mining in RDF Knowledge GraphsEasyChair Preprint 47814 pages•Date: August 31, 2018AbstractRdfRules is a framework for mining logical rules from RDF-style knowledge graphs. The system provides software support for the complete data mining workflows over RDF data: data ingestion, aggregation, transformations, actual rule mining and post-processing of discovered rules, including clustering. As a rule mining algorithm, RdfRules adopts AMIE+ (Galárraga et al, 2015), which has been extended with number of practical features, such as mining across multiple graphs, top-\textit{k} approach and the ability to define fine-grained patterns to reduce the size of the search space. RdfRules is a work-in-progress. Keyphrases: RDF data analysis, Rule Mining, Semantic Web Tool, knowledge bases
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