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- publication author me.
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- publication about validation.
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- publication author me.
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- publication title "Assessing and Refining Mappings to RDF to Improve Dataset Quality".
- publication isPartOf proceedings_of_the_14th_international_semantic_web_conference.
- publication name "Assessing and Refining Mappings to RDF to Improve Dataset Quality".
- publication label "Assessing and Refining Mappings to RDF to Improve Dataset Quality".
- publication name "Assessing and Refining Mappings to RDF to Improve Dataset Quality".
- publication topic validation.
- publication topic CSV.
- publication topic XML.
- publication topic DBpedia.
- publication topic RDF.
- publication topic JSON.
- publication subject validation.
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- publication subject XML.
- publication subject DBpedia.
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- publication topic validation.
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- publication topic XML.
- publication topic DBpedia.
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- publication topic JSON.
- publication abstract "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 datasets stemming originally from semi-structured data (e.g., CSV, XML, JSON). In this work, we focus on assessing and improving their mappings. We incorporate i) a test-driven approach for assessing the mappings instead of the RDF dataset itself, as mappings reflect how the dataset will be formed when generated; and ii) perform semi-automatic mapping refinements based on the results of the quality assessment. The proposed workflow is applied to different cases, e.g., large, crowdsourced datasets as DBpedia, or newly generated, as iLastic. Our evaluation indicates the efficiency of our workflow, as it improves significantly the overall quality of an RDF dataset in the observed cases.".
- publication datePublished "2015".
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- publication number "9367".
- publication number "133".
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