Exact(3)
The community is aware of the increasing need for metadata and The Genomics Standards Consortium has suggested the Minimum Information about a Genome Sequence (MIGS), some of which is being incorporated into more recent GenBank files [ 26].
Two projects have recently arisen to address the need for metadata standards: MIxS [ 17], which defines what metadata should be stored for diverse sequence types, and ISA-TAB [ 11], which defines a file format for storing that metadata.
This highlights the growing need for metadata as the science of hows (i.e. "data about data") to help harmonize omics studies and enable proper reproducibility of research results [ 115].
Similar(57)
In all three categories, there is a pressing need for general metadata.
The high number of data elements per documentation unit (up to 3000) in this study indicate a need for automated metadata processing (for instance [ 19]), because manual mapping of many data elements is resource-intensive and error-prone.
A move to Linked Open Data is expected to obviate the need for enlarged metadata by making data more easily discoverable through concept linkage (see paragraph 15 et seq. below on Linked Data).
There was no need for a metadata-collection program.
"There was no need for a metadata-collection program," Wright concludes.
This raises the importance of data in the SOA paradigm and emphasizes the need for data and metadata in the process of Web service interface design.
We need to safely manage permission for metadata and information on authorization.
Variables are automatically designated as quantitative or qualitative based on entries, without the need for any user-provided metadata information.
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