January 31, 2021
Data Set Knowledge Graph (DSKG)
We present the
Data Set Knowledge Graph (, an DSKG.org) RDF dataset about datasets that are linked to publications (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 OpenAIRE and Wikidata.
What exactly do we provide?
of the Data Set Knowledge Graph. RDF dump files
of the Data Set Knowledge Graph within the Linked Open Data. URI resolution A publicly accessible
containing the latest Dataset Knowledge Graph data. SPARQL endpoint
How big is the Dataset Knowledge Graph?
Dataset Knowledge Graph models, among others,
2,208 datasets from all scientific disciplines
813,551 links to 634,803 unique papers
1,169 authors of datasets
208 ORCID IDs.
Potential use cases:
Use the DSKG for the development of semantic search engines (e.g. use the metadata of the linked publications of the datasets for advanced search capabilities)
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).
Data analysis to measure and award the provisioning of datasets (e.g., determine the scientific influence of datasets and authors).