Dataset Open Access

Data Set Knowledge Graph (DSKG)

Michael Färber; David Lamprecht


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<resource xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xmlns="http://datacite.org/schema/kernel-4" xsi:schemaLocation="http://datacite.org/schema/kernel-4 http://schema.datacite.org/meta/kernel-4.1/metadata.xsd">
  <identifier identifierType="DOI">10.5281/zenodo.4478921</identifier>
  <creators>
    <creator>
      <creatorName>Michael Färber</creatorName>
      <nameIdentifier nameIdentifierScheme="ORCID" schemeURI="http://orcid.org/">0000-0001-5458-8645</nameIdentifier>
      <affiliation>Karlsruhe Institute of Technology (KIT), Germany</affiliation>
    </creator>
    <creator>
      <creatorName>David Lamprecht</creatorName>
      <affiliation>Karlsruhe Institute of Technology (KIT), Germany</affiliation>
    </creator>
  </creators>
  <titles>
    <title>Data Set Knowledge Graph (DSKG)</title>
  </titles>
  <publisher>Zenodo</publisher>
  <publicationYear>2021</publicationYear>
  <subjects>
    <subject>scholarly data</subject>
    <subject>datasets</subject>
    <subject>scholarly knowledge graph</subject>
    <subject>knowledge graph</subject>
    <subject>linked open data</subject>
    <subject>publications</subject>
  </subjects>
  <dates>
    <date dateType="Issued">2021-01-31</date>
  </dates>
  <language>en</language>
  <resourceType resourceTypeGeneral="Dataset"/>
  <alternateIdentifiers>
    <alternateIdentifier alternateIdentifierType="url">https://zenodo.org/record/4478921</alternateIdentifier>
  </alternateIdentifiers>
  <relatedIdentifiers>
    <relatedIdentifier relatedIdentifierType="DOI" relationType="IsVersionOf">10.5281/zenodo.4478920</relatedIdentifier>
    <relatedIdentifier relatedIdentifierType="URL" relationType="IsPartOf">https://zenodo.org/communities/linkeddata</relatedIdentifier>
    <relatedIdentifier relatedIdentifierType="URL" relationType="IsPartOf">https://zenodo.org/communities/scholarly-data</relatedIdentifier>
  </relatedIdentifiers>
  <version>1.0</version>
  <rightsList>
    <rights rightsURI="https://creativecommons.org/licenses/by/4.0/legalcode">Creative Commons Attribution 4.0 International</rights>
    <rights rightsURI="info:eu-repo/semantics/openAccess">Open Access</rights>
  </rightsList>
  <descriptions>
    <description descriptionType="Abstract">&lt;p&gt;We present the &lt;strong&gt;Data Set Knowledge Graph (&lt;a href="http://dskg.org"&gt;DSKG.org&lt;/a&gt;)&lt;/strong&gt;, an &lt;strong&gt;RDF&lt;/strong&gt; &lt;strong&gt;dataset about datasets &lt;/strong&gt;that are &lt;strong&gt;linked to publications&lt;/strong&gt; (modeled in the Microsoft Academic Knowledge Graph, MAKG) that mention the datasets. The metadata of the datasets is based on datasets that are registered in &lt;strong&gt;OpenAIRE&lt;/strong&gt; and &lt;strong&gt;Wikidata&lt;/strong&gt;.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;What exactly do we provide?&lt;/strong&gt;&lt;/p&gt;

&lt;ol&gt;
	&lt;li&gt;Periodically updated &lt;strong&gt;&lt;a href="http://dskg.org"&gt;RDF dump files&lt;/a&gt;&lt;/strong&gt; of the Data Set Knowledge Graph.&lt;/li&gt;
	&lt;li&gt;&lt;strong&gt;&lt;a href="http://dskg.org"&gt;URI resolution&lt;/a&gt;&lt;/strong&gt; of the Data Set Knowledge Graph within the Linked Open Data.&lt;/li&gt;
	&lt;li&gt;A publicly accessible &lt;strong&gt;&lt;a href="http://dskg.org"&gt;SPARQL endpoint&lt;/a&gt;&lt;/strong&gt; containing the latest Dataset Knowledge Graph data.&lt;/li&gt;
&lt;/ol&gt;

&lt;p&gt;&lt;strong&gt;How big is the Dataset Knowledge Graph?&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;The &lt;a href="http://dskg.org"&gt;Dataset Knowledge Graph&lt;/a&gt; models, among others,&lt;/p&gt;

&lt;ul&gt;
	&lt;li&gt;2,208 datasets from all scientific disciplines&lt;/li&gt;
	&lt;li&gt;813,551 links to 634,803 unique papers&lt;/li&gt;
	&lt;li&gt;1,169 authors of datasets&lt;/li&gt;
	&lt;li&gt;208 ORCID IDs.&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;&lt;strong&gt;Potential use cases:&lt;/strong&gt;&lt;/p&gt;

&lt;ul&gt;
	&lt;li&gt;Use the DSKG for the development of semantic search engines (e.g. use the metadata of the linked publications of the datasets&amp;nbsp;for advanced search capabilities)&lt;/li&gt;
	&lt;li&gt;Easier data integration by using the RDF standard vocabulary DCAT and by linking resources to other data sources (e.g., combining the DSKG with other dataset collections in RDF).&lt;/li&gt;
	&lt;li&gt;Data analysis to measure and award the provisioning of datasets (e.g., determine the scientific influence of datasets and authors).&lt;/li&gt;
&lt;/ul&gt;</description>
  </descriptions>
</resource>
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