Matches in Nanopublications for { ?s ?p "Various communities have recognized that maximizing the usability of their data requires them to adopt a set of guidelines for metadata (often in the form of 'minimal information about...' models). Non-compliance with these standards will often render a dataset 'reuseless' because critical information about its context or provenance is missing. However, adherence to community standards does more than just improve reusability of the data. The software used by the community for analysis and visualization often depends on the (meta)data having certain fields; thus, non-compliance with standards may result in the data being unreadable by its associated tools. As such, data should be (individually) certified as being compliant, likely through some automated process (e.g. submitting the data to the community's online validation service)" ?g. }
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- nanopub.RASu1_MVbqSBVkWrYeSxoTt0WGQZek7-LGfk6O3131IZA.assertion rationale "Various communities have recognized that maximizing the usability of their data requires them to adopt a set of guidelines for metadata (often in the form of 'minimal information about...' models). Non-compliance with these standards will often render a dataset 'reuseless' because critical information about its context or provenance is missing. However, adherence to community standards does more than just improve reusability of the data. The software used by the community for analysis and visualization often depends on the (meta)data having certain fields; thus, non-compliance with standards may result in the data being unreadable by its associated tools. As such, data should be (individually) certified as being compliant, likely through some automated process (e.g. submitting the data to the community's online validation service)" nanopub.RASu1_MVbqSBVkWrYeSxoTt0WGQZek7-LGfk6O3131IZA.provenance.