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Data Integration with SMW+
Michael Erdmann, ontoprise, Karlsruhe


SMWCon Fall 2011, Berlin
                                        © 2010 ontoprise GmbH   Seite 1
Data Integration Scenario

   Enterprises typically manage their data in relational databases
   Often a landscape of isolated data silos grows
   Wiki provides one platform for sharing information
   Nevertheless,
     the data bases exist
     contain valuable information
     will not be deserted
 The enterprise use cases we see, often require access to
  external data from within the wiki
     Usually the external data sources are relational databases
     Wiki is used as a data access and visualization tool
     Wiki users should be able to formulate queries


                                  © 2010 ontoprise GmbH   Seite 2
Architecture




Slide 3   © 2010 ontoprise GmbH   Seite 3
Architecture




Slide 4   © 2010 ontoprise GmbH   Seite 4
Workflow for Data Integration with SMW+

 OntoStudio                            SMW+ / TSC
    Lift database schema                      Import ontologies
    Model wiki ontology                       Formulate queries (QI)
    Map database ontology to                  Create articles containing
                                                inline queries
     wiki ontology
                                               Browse database via Non-
    Test and refine mappings                   Existing-Pages
    Export ontologies                         Potentially, enhance model
    Transfer to Wiki server                    via annotations

                                               Adapt and extend wiki
                                                ontology
    Import ontology                           Export ontology as OBL
    Test and refine ontology



                                © 2010 ontoprise GmbH   Seite 5
Query Answering

TSC with OntoBroker
                                 mapping results

                                               manual mappings                   query
                                                                                                     SMW+

                 generated
                 ontologies
                                               mapping rules


                                                                                             integrated
                                                                                             results




                                                                          Wiki
    facts              lifting          automatic                       ontology
                                        schema
    from                rules           mapping
   source



                  databases




                                               Slide 6   © 2010 ontoprise GmbH   Seite 6
Queries and Results use the Wiki Vocabulary

TSC with OntoBroker
                                 mapping results

                                               manual mappings                   query
                                                                                                   SMW+

                 generated
                 ontologies
                                               mapping rules


                                                                                           integrated
                                                                                           results




                                                                          Wiki
    facts              lifting          automatic                       ontology
                                        schema
    from                rules           mapping
   source



                  databases




                                               Slide 7   © 2010 ontoprise GmbH   Seite 7
Screen Capture Lifting and Mapping


                © 2010 ontoprise GmbH   Seite 8
Summary and Outlook

 SMW+ and TripleStoreConnector realize
      Access to relational data from within SMW
      Using the wiki vocabulary
      Live queries
      Enhance/Extend the data by wiki users in the wiki

 Currently working on
    Supporting the same feature for SPARQL endpoints




                                  © 2010 ontoprise GmbH    Seite 9
Lifting SPARQL Endpoints

 Approach
    Endpoint is queried for its schema information
    Schema is extracted
    Lifting rules are generated
    This results is an ObjectLogic ontology
    This ontology can be integrated and mapped into the wiki
     ontology
    It can even be mixed with other data sources, e.g. DBs.
 In the wiki
    Wiki ontology can be used to query and visualize remote data
     from the endpoint
    Query Interface supports query building out of the box



                                © 2010 ontoprise GmbH   Seite 10
Architecture




External Data Sources



                        Slide 11 © 2010 ontoprise GmbH   Seite 11
 Thank you!




               Michael Erdmann
               ontoprise GmbH
               Karlsruhe, Germany
               erdmann@ontoprise.de




               © 2010 ontoprise GmbH   Seite 12

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Data integration-berlin2011

  • 1. Data Integration with SMW+ Michael Erdmann, ontoprise, Karlsruhe SMWCon Fall 2011, Berlin © 2010 ontoprise GmbH Seite 1
  • 2. Data Integration Scenario  Enterprises typically manage their data in relational databases  Often a landscape of isolated data silos grows  Wiki provides one platform for sharing information  Nevertheless,  the data bases exist  contain valuable information  will not be deserted  The enterprise use cases we see, often require access to external data from within the wiki  Usually the external data sources are relational databases  Wiki is used as a data access and visualization tool  Wiki users should be able to formulate queries © 2010 ontoprise GmbH Seite 2
  • 3. Architecture Slide 3 © 2010 ontoprise GmbH Seite 3
  • 4. Architecture Slide 4 © 2010 ontoprise GmbH Seite 4
  • 5. Workflow for Data Integration with SMW+  OntoStudio  SMW+ / TSC  Lift database schema  Import ontologies  Model wiki ontology  Formulate queries (QI)  Map database ontology to  Create articles containing inline queries wiki ontology  Browse database via Non-  Test and refine mappings Existing-Pages  Export ontologies  Potentially, enhance model  Transfer to Wiki server via annotations  Adapt and extend wiki ontology  Import ontology  Export ontology as OBL  Test and refine ontology © 2010 ontoprise GmbH Seite 5
  • 6. Query Answering TSC with OntoBroker mapping results manual mappings query SMW+ generated ontologies mapping rules integrated results Wiki facts lifting automatic ontology schema from rules mapping source databases Slide 6 © 2010 ontoprise GmbH Seite 6
  • 7. Queries and Results use the Wiki Vocabulary TSC with OntoBroker mapping results manual mappings query SMW+ generated ontologies mapping rules integrated results Wiki facts lifting automatic ontology schema from rules mapping source databases Slide 7 © 2010 ontoprise GmbH Seite 7
  • 8. Screen Capture Lifting and Mapping © 2010 ontoprise GmbH Seite 8
  • 9. Summary and Outlook  SMW+ and TripleStoreConnector realize  Access to relational data from within SMW  Using the wiki vocabulary  Live queries  Enhance/Extend the data by wiki users in the wiki  Currently working on  Supporting the same feature for SPARQL endpoints © 2010 ontoprise GmbH Seite 9
  • 10. Lifting SPARQL Endpoints  Approach  Endpoint is queried for its schema information  Schema is extracted  Lifting rules are generated  This results is an ObjectLogic ontology  This ontology can be integrated and mapped into the wiki ontology  It can even be mixed with other data sources, e.g. DBs.  In the wiki  Wiki ontology can be used to query and visualize remote data from the endpoint  Query Interface supports query building out of the box © 2010 ontoprise GmbH Seite 10
  • 11. Architecture External Data Sources Slide 11 © 2010 ontoprise GmbH Seite 11
  • 12.  Thank you! Michael Erdmann ontoprise GmbH Karlsruhe, Germany erdmann@ontoprise.de © 2010 ontoprise GmbH Seite 12