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Best Practices for UK Government Data Publishing and Provenance

This tutorial session explores practical use cases from data.gov.uk, focusing on background, XML serialization, and on-the-fly data transformation. It provides insights on managing complex and nested data processes, linking UK government datasets, and highlights essential tooling for effective data publication. Key aims include offering best practices for government agencies and promoting responsible data publishing methodologies such as XML to RDF transformations. The session further addresses challenges in data representation, tooling support, and the need for a comprehensive vocabulary for data provenance.

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Best Practices for UK Government Data Publishing and Provenance

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Presentation Transcript

  1. Open Provenance Model TutorialSession 4: Use cases from data.gov.uk

  2. Outline • Background about data.gov.uk • The use cases • XML serialization • Data transformation on the fly • Complex and nested processes

  3. data.gov.uk • Linking UK government data • Aims: • Provide a set of best practices for government agencies • Provide the minimum set of tooling and specification to facilitate the publication of data • Encourage “responsible” data publishing

  4. XML -> RDF XSLT Parameter Binding RDF File input XSLT Processor output XSLT Stylesheet XSLT Template Who, when, which version, how

  5. Downloaded from; Unzipped from, etc input XSLT Processor output Made accessible RDF File XSLT Parameter Binding XSLT Stylesheet Who, when, which version, how XSLT Template

  6. On-the-fly Transformation Who, when, which version, how http://mytransportatio.db/j10 Data transformation wrapper

  7. Complex Data Creation Pipeline GATE Pipeline GateXMLRegressionTransformation GateXMLRdfaTransformation RdfaRdfXmlTransformation Courtesy of Paul Appleby from TSO (Data Enrichment Service)

  8. Complex Data Creation Pipeline Document Reset PR GATE Pipeline ANNIE English Tokeniser ANNIE English Splitter GateXMLRegressionTransformation ANNIE POS Tagger Data.gov.uk Morphological Analyzer Data.gov.uk Flexible Roof Gazetteer GateXMLRdfaTransformation Data.gov.uk Generic Gazeteer GATE Noun Phrase Chunker RdfaRdfXmlTransformation Data.gov.uk Generic Transducer TSO Coreference Courtesy of Paul Appleby from TSO (Data Enrichment Service)

  9. Services used by executions accessedService wasTriggeredBy wasTriggeredBy Level 1: Provenance of execution at higher level iterationOfProcess hasParentProcess followed Level 0: Provenance of execution at detailed level wasGeneratedBy wasGeneratedBy wasGeneratedBy Artifacts A data collection wasDerivedFrom

  10. Non-digital Data Objects • Organizations • Organizational structure changes over time • Origin organization, resulting Organization • Boundary • Legislation An organization ontology: http://www.epimorphics.com/public/vocabulary/org.html

  11. The Challenges • Data of different representations, of physical forms, of granularity • Not tooling support • Provenance across different types of systems • Identification • Different terminologies

  12. The Gaps • A vocabulary being able to describe provenance of all types of data, from different systems • A vocabulary still providing enough terms to describe provenance accurately

  13. This work is licensed under a Creative Commons Attribution-Share Alike 3.0 License(http://creativecommons.org/licenses/by-sa/3.0/)

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