3TU.Datacentrum: presentation for OpenML Workshop (III) at Eindhoven, 22-10-2014 / Leon Osinski
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Transcript of 3TU.Datacentrum: presentation for OpenML Workshop (III) at Eindhoven, 22-10-2014 / Leon Osinski
3TU.Datacentrum
OpenML Workshop (III) @ Eindhoven
TU/e, 22-10-2014
[email protected], TU/e IEC/LibraryAvailable under CC BY license, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited
Why? It’s expected by research funders, journals, professional
organizations and research evaluators Because of scientific integrity: reproducibility of results Because of re-using results: data-driven science You benefit from it: increases your visibility and enhances the
trustworthiness of your research
How? On request Personal website Publishing / archiving in a repository
Sharing research data
International Open Access Week
To be re-used, data should be Findable: DOI; metadata (to allow discovery) Accessible: ≠ open access; licenses to use; to humans and
machines Intelligible, assessable: metadata (to allow
understandability) Interoperable: combining across multiple sources Preserved: long-term availability
Re-using research data
Source: Research Data Netherlands / Marina Noordegraaf
Source: Research Data Netherlands / Marina Noordegraaf
Findability + citability: 3TU.DC assigns DOI’s; discovery metadata are mandatory; data sets are indexed by DataCite, Google, Data Citation Index
Accessibility: 3TU.DC = open access; embargo’s (6 months) are allowed
Intelligible, assessable, interoperable: up to the researcher Preservation: 3TU.DC has quality mark
Data Seal of Approval
3TU.Datacentrum #1
Source: Research Data Netherlands / Marina Noordegraaf
File format support levels Self-upload of simple data sets (≤ 4 Gb) Tailor-made solutions Upload and download statistics Collections of data sets
3TU.Datacentrum #2
DataCite Netherlands : assigns and distributes DOI’s on behalf of DataCite to research organizations and data centers in NL
Organizations can register DOI’s for its objects by applying for an account at DataCite Netherlands
+ Objects need to be persistent, long-term available+ Objects are preferably open access; restricted access is allowed+ Objects should be citable (metadata added)+ Objects must have a public landing page
DOI’s and OpenML #1
Source: Research Data Netherlands / Marina Noordegraaf
Organizations must ensure maintenance and supply of metadata
A contract will be signed to ensure the abovementioned points, after that the organization will receive its own DOI prefix
Costs: € 1000,- (once-only, subject to changes) Creating DOIs: manually via web forms ↔ uploading xml
resources files
DOI’s and OpenML #2
Source: Research Data Netherlands / Marina Noordegraaf
1. OpenML Workshop (III) @ Eindhoven: http://eindhoven2014.openml.org/ 2. Website IEC/Library [TU/e]: http://w3.tue.nl/nl/diensten/bib/ 3. Data on request (Reinhart-Rogoff paper):
http://dx.doi.org/10.1257/aer.100.2.573 4. Data on personal website (Thomas Piketty): http://
piketty.pse.ens.fr/en/capital21c2 5. Publishing data (3TU.Datacentrum): http://data.3tu.org 6. International Open Access Week: http://www.openaccessweek.org 7. DataCite metadata search: http://search.datacite.org/ui 8. Data Citation Index (Thomson Reuters):
http://wokinfo.com/products_tools/multidisciplinary/dci/ 9. Data Seal of Approval: http://www.datasealofapproval.org 10.File format support levels: http://
datacentrum.3tu.nl/fileadmin/editor_upload/File_formats/Digital_Preservation_Support_levels.pdf
11.DataCite Netherlands: http://datacite.tudelft.nl/info/home/
URL’s of mentioned webpages(in order of appearance)
International Open Access Week