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Why is this relevant what can we do, learn from resource.

ARDC FAIR Self assessment tool

https://ardc.edu.au/resource/fair-data-self-assessment-tool/

ARDC FAIR Self assessment tool

Change management stakeholders

https://fairtoolkit.pistoiaalliance.org/methods/change-agents/

Addresses stakeholders affecting change management for FAIR

EDISON at Roche, from FAIRtoolkit

https://fairtoolkit.pistoiaalliance.org/use-cases/prospective-fairification-of-data-on-the-edison-platform-roche/

The EDISON tool for FAIR data.

EDMC-DCAM model

https://edmcouncil.org/frameworks/dcam/assessments/

DCAM is an industrial maturity model for data and its goverances developed and maintained by the EDM Council.

F-UJI

https://www.f-uji.net/

F-UJI

FAIR Checker

https://fair-checker.france-bioinformatique.fr/

FAIR Checker

FAIR Cookbook

https://faircookbook.elixir-europe.org/content/home.html

FAIR Cookbook

FAIR Cookbook code repository

https://github.com/FAIRplus/the-fair-cookbook

FAIR Cookbook code repository

FAIR data maturity model

https://www.rd-alliance.org/groups/fair-data-maturity-model-wg

FAIR data maturity model from the RD alliance

FAIR dataset maturity DSM tool

https://fairdsm.biospeak.solutions/

FAIR dataset maturity DSM maturity assessment tool

FAIR Evaluation services

https://fairsharing.github.io/FAIR-Evaluator-FrontEnd/#!/

FAIR Evalulation services

FAIR toolkit case: “FAIRifying” data

https://fairtoolkit.pistoiaalliance.org/use-cases/fairifying-collaborative-research-on-real-world-data-the-hyve/

FAIR toolkit case: creating FAR data from from real world data

FAIR toolkit from EU project

https://www.fairsfair.eu/f-uji-automated-fair-data-assessment-tool

Fair toolkit from EU project

FAIR-Decide framework for pharmaceutical R&D

https://pubmed.ncbi.nlm.nih.gov/36716952/

A FAIR-Decide framework for pharmaceutical R&D: FAIR data cost-benefit assessment; 2023

FAIRplus Data-Maturity

https://github.com/FAIRplus/Data-Maturity

FAIR data maturity framework from the FAIRplus EU project / comcluded in 2022

FAIRplus Data-Maturity

https://fairplus.github.io/Data-Maturity/

FAIR data maturity framework from the FAIRplus EU project / comcluded in 2022 - github repository

FAIRshake

https://fairshake.cloud

FAIRshake

FIP Ontology

https://w3id.org/fair/fip

FIP Ontology

FIP Wizard

https://fip-wizard.ds-wizard.org/

FIP Wizard

Identifier Policy at AZ, from FAIRtoolkit

https://fairtoolkit.pistoiaalliance.org/use-cases/adoption-and-impact-of-an-identifier-policy-astrazeneca/

First steps for - relevant for the Process and Tools dimensions

Interpretation of the FAIR data principles

https://direct.mit.edu/dint/article/2/1-2/10/10017/FAIR-Principles-Interpretations-and-Implementation

Paper on the practical interpretation of the FAIR data principles, by some of the authors of the original FAIR paper. This still seems to represents the views of GO FAIR foundation in 2023

Ontology catalogue and FAIR 'tools"

https://www.ebi.ac.uk/ols/ontologies

Ontology catalogue, FAIR 'tools“tools"

Process for FAIR from FAIRtoolkit

https://fairtoolkit.pistoiaalliance.org/use-cases/sharing-fair-data-about-healthcare-partners-bayer/

Process for FAIR: a 4 step data asset implementation cycle.

Readiness for change

https://fairtoolkit.pistoiaalliance.org/methods/readiness-for-change/

Addresses change management for FAIR

Research Data Framework (RDaF)

https://www.nist.gov/news-events/news/2024/02/nist-releases-version-20-research-data-framework-rdaf

Research Data Framework (RDaF) developed at NIST

Search engine, FAIR Connect

https://fairconnect.pro/

FAIR Connect (search engine)Open Access publishing platform for the development and dissemination of good practices for professional FAIR-Data stewardship.

Website FAIR checker

https://fairtoolkit.pistoiaalliance.org/methods/data-capability-maturity-model/

Data providers and consumers can check how FAIR are web resources. Developers can explore and inspect metadata exposed in web resources.

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