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A post that describes Virtuoso's Sponger Middleware Module. This module comprises a variety of Cartridges (Data Access Drivers or Connectors) that perform Extract, Transform, and Load (ETL) operations on a variety of Web-accessible Data Sources (or Resources). Cartridge Types include: Extractor Cartridges -- these perform basic Extract, Transform, and Load operations on target Data Sources (just like ODBC or JDBC Drives, but the end product produces Structured Data Represented as Knowledge Graphs rather than Tables). Lookup-up Meta Cartridges -- these perform additional Knowledge Graph enhancement by looking-up and incorporating additional Structured Data to the progressively enhanced local Knowledge Graph from the massive LOD Cloud and other sources (e.g., the local host DBMS instance and other Virtuoso or SPARQL-accessible Data Sources). Named Entity Extraction (NER) and Natural Language (NLP) Meta Cartridges -- that perform NER and NLP operations on the data transformed by Extractor Cartridges en route final storage in the progressively enhanced local Knowledge Graph managed by a Virtuoso DBMS instance.

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  • A post that describes Virtuoso's Sponger Middleware Module. This module comprises a variety of Cartridges (Data Access Drivers or Connectors) that perform Extract, Transform, and Load (ETL) operations on a variety of Web-accessible Data Sources (or Resources). Cartridge Types include:

    Extractor Cartridges -- these perform basic Extract, Transform, and Load operations on target Data Sources (just like ODBC or JDBC Drives, but the end product produces Structured Data Represented as Knowledge Graphs rather than Tables).

    Lookup-up Meta Cartridges -- these perform additional Knowledge Graph enhancement by looking-up and incorporating additional Structured Data to the progressively enhanced local Knowledge Graph from the massive LOD Cloud and other sources (e.g., the local host DBMS instance and other Virtuoso or SPARQL-accessible Data Sources).

    Named Entity Extraction (NER) and Natural Language (NLP) Meta Cartridges -- that perform NER and NLP operations on the data transformed by Extractor Cartridges en route final storage in the progressively enhanced local Knowledge Graph managed by a Virtuoso DBMS instance.

  • A post explaining Virtuoso's Sponger Middleware layer Extractor and Meta Cartridges used for for driving its Extract, Transform, and Load (ETL) functionality.
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  • What are Virtuoso's Sponger Middleware layer Extractor and Meta Cartridges?
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