Changes for page Data Curation
Last modified by abonard on 2025/06/03 10:55
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... ... @@ -379,11 +379,13 @@ 379 379 380 380 == **EBRAINS commits to the FAIR principles** == 381 381 382 - Datasets, models andsoftwaresharedvia EBRAINSgo througha streamlinedcurationprocessthatensures relevant annotation ofthe datausingthe[[openMINDS>>url:https://github.com/HumanBrainProject/openMINDS]] metadataframeworkandintegrationintothe[[EBRAINSKnowledge Graph>>url:https://docs.kg.ebrains.eu/]] metadatamanagementsystem. Theresearch products areFindable andAccessiblethroughthe[[Knowledge GraphSearch>>url:https://search.kg.ebrains.eu/?category=Dataset]]asdataset/model/softwarecardshatdisplay furtherinformationregarding the dataset'sInteroperabilityandReusability.382 +In 2016, the 'FAIR Guiding Principles for the management and guardianship of scientific data'{{footnote}}Wilkinson, M., Dumontier, M., Aalbersberg, I. et al. The FAIR Guiding Principles for scientific data management and stewardship. Sci Data 3, 160018 (2016). https://doi.org/10.1038/sdata.2016.18 {{/footnote}} were introduced to the scientific community. The objective of the authors was to provide a set of general recommendations aimed at enhancing the Discoverability, Accessibility, Interoperability, and Reusability of digital resources. They emphasize the importance of making data more open, discoverable, and usable, ultimately facilitating collaboration and knowledge sharing within the scientific community. Today, the FAIR principles are widely recognized and adopted as best practices in data management and stewardship across scientific fields. 383 383 384 - Tofurther specify howEBRAINS alignswith theFAIRprinciples,wehaveassessedtheFAIRnessof datasetsshared in the EBRAINS Knowledge Graphfollowing the[[FAIRsFAIR DataObjectAssessmentMetrics>>https://zenodo.org/record/6461229]]: Goto the [[FAIR Assessmentof EBRAINSdatasets>>doc:.FAIRassessmentfEBRAINSdatasets.WebHome]].384 +In EBRAINS, all datasets, models and software shared go through a streamlined curation process that ensures relevant annotation of the data using the [[openMINDS>>url:https://github.com/HumanBrainProject/openMINDS]] metadata framework and integration into the [[EBRAINS Knowledge Graph>>url:https://docs.kg.ebrains.eu/]] metadata management system. The research products are Findable and Accessible through the [[Knowledge Graph Search>>url:https://search.kg.ebrains.eu/?category=Dataset]] as dataset/model/software cards that display further information regarding the dataset's Interoperability and Reusability. 385 385 386 +To further specify how EBRAINS aligns with the FAIR principles, we have assessed the FAIRness of datasets shared in the EBRAINS Knowledge Graph following the [[FAIRsFAIR Data Object Assessment Metrics>>https://zenodo.org/record/6461229||style="background-color: rgb(255, 255, 255);"]]: see our [[FAIR Assessment of EBRAINS datasets>>doc:.FAIR assessment of EBRAINS datasets.WebHome]]. 386 386 388 + 387 387 ---- 388 388 389 389 == **General benefits of sharing data ** ==