Assessing and Refining Mappings to RDF to Improve Dataset Quality

  title={Assessing and Refining Mappings to RDF to Improve Dataset Quality},
  author={Anastasia Dimou and Dimitris Kontokostas and Markus Freudenberg and Ruben Verborgh and Jens Lehmann and Erik Mannens and Sebastian Hellmann and Rik Van de Walle},
  booktitle={International Semantic Web Conference},
rdf dataset quality assessment is currently performed primarily after data is published. However, there is neither a systematic way to incorporate its results into the dataset nor the assessment to the publishing workflow. Adjustments are manually—but rarely—applied. Nevertheless, the root of the violations which often derive from the mappings that specify how the rdf dataset will be generated, is not identified. We suggest an incremental, iterative and uniform validation workflow for rdf… CONTINUE READING
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