3.2 FAIR data principles | CS5702 Modern Data Book
bookdown.org/martin_shepperd/ModernDataBook/fair-data-principles.html
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The principles are intended to encourage or enhance the capability of computer systems to locate, access, integrate, and reuse data with little or no human intervention.
Apart from the need to have a persistent, stable and available source pointed at by a unique DOI30 the principles also emphasise the role of meta-data.
F2: data are described with rich metadata A1: meta-data are retrievable by their identifier [DOI] using a standardized communications protocol I1: meta-data use a formal, accessible, shared, and broadly applicable language for knowledge representation R1.2: meta-data are associated with detailed provenance R1.3: meta-data meet domain-relevant community standard
Findability Accessibility Interoperability Reusability
FAIR data principles
NASA software defect data sets (Shepperd et al. 2013)
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