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This step provides a comprehensive guide on how to apply a metadata (meta)data model to research resources, e.g. Datasets. It emphasizes the importance of metadata in making data more discoverable (findable), accessible, and reusable. The page outlines the standards and protocols that should be followed, increasing consistency and interoperability. It also includes a step-by-step implementation guide, detailing the necessary tools and resources to effectively apply the metadata model. It also provides links to external resources with step-by-step approaches and examples of projects that successfully implemented a metadata schema and/or data model to their data.
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A. FAIR in a box: from CDE-in-a-box (Collection of software to create, store and publish CDEs)
comes with CARE-SM model. If you want to use your own custom model, you have to adjust the YARRRML model. (via Matey).
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transforming a non-RDF data format into RDF with RML: 2 optional tools: SDM-RDFizer (alternative in this paper: RMLMapper) - next Metroline step
Fed into GraphDB (triple store). Metadata automatically updated when data updates
Exposed to FDP (default, can use templates for controlled input FDP) - covered in next Metroline step
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https://direct.mit.edu/dint/article/5/1/184/113181/The-FAIR-Data-Point-Interfaces-and-Tooling
https://faircookbook.elixir-europe.org/content/recipes/applied-examples/approach-cdisc.html
B. CastorEDC
Build eCRF for data collection (previous step?)
Map fields from eCRF to semantic model (step 7 of de novo) in the 'data transformation application'
eCRF values linked to the ontology concepts used as a machine-readable
representation of the value in the rendered RDF
Entered data automatically converted into RDF in real time (next step) = de novo FAIRification
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Implement a metadata schema (in development)
-FAIR data point reference implementation (implements DCAT)
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Step-by-step for Health-RI
Importing shacl files in the FDP
Log in as an admin in the FDP and go to “Metadata schemas” (top right corner)
Click on the metadata schema you want to update
Go to the GitHub page providing the shacls
Click on the class you want to update and copy the ttl file
Go back to the FDP and paste the ttl file in “Form definition” (bottom of the page)
Click on “Save and release”
Update the version number
Click on “Release”
Metadata implementation (add link)
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Why is this step important
This section should explain why this step is crucial Applying the data model to your data and metadata model to your metadata is crucial for the next step: Metroline Step: Transform and expose FAIR (meta)data.
How to
The How to section should:
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