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【Video Lecture】Mining the Web of Linked Data with RapidMiner [推广有奖]

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ReneeBK 发表于 2017-4-3 06:36:35 |AI写论文

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  1. Lots of data from different domains is published as Linked Open Data. While there are quite a few browsers for that data, as well as intelligent tools for particular purposes, a versatile tool for deriving additional knowledge by mining the Web of Linked Data is still missing. In this challenge entry, we introduce the RapidMiner Linked Open Data extension. The extension hooks into the powerful data mining platform RapidMiner, and offers operators for accessing Linked Open Data in RapidMiner, allowing for using it in sophisticated data analysis workflows without the need to know SPARQL or RDF. As an example, we show how statistical data on scientific publications, published as an RDF data cube, can be linked to further datasets and analyzed using additional background knowledge from various LOD datasets.
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  1. 0:00        Introducing the RapidMiner Linked Open Data Extension
  2. 0:05        Motivation - 1
  3. 0:37        Motivation - 2
  4. 0:59        Motivation - 3
  5. 1:31        RapidMiner Linked Open Data Extension - 1
  6. 2:25        RapidMiner Linked Open Data Extension - 2
  7. 4:28        Example Use Case - 1
  8. 8:36        Example Use Case - 2
  9. 8:46        Example Use Case - 3
  10. 9:44        Other Use Cases - 1
  11. 10:35        Other Use Cases - 2
  12. 11:18        Other Use Cases - 3
  13. 12:26        Summary
  14. 13:03        Mining the Web of Linked Data with RapidMiner
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http://videolectures.net/iswc2014_paulheim_rapidminer/

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