Our objective is to provide health researchers and data stewards with a basis for drawing meaningful parallels between data elements to enable the legitimate integration of peri-natal data registries.
It is worth recalling that propagation of permissions between data elements in distinct S3DB deployments happens through the sharing the membership in external Collections and Rules (dotted lines), not through extending the permission inheritance beyond the local deployment.
When relationships between data elements need to be represented as part of the records so as to make more efficient the desired operations on these records, two types of "chained" structures are commonly used: hierarchical and network.
The Dashboard architecture enabled graphical navigation and discovery of subtle associations between data elements, sub-population strata, or clusters that may be obfuscated during traditional protocols for data inspection.
The regular changes in the domain ontology typically reflect new data sources, but may also correspond to a novel understanding of an old relationship between data elements.
The relational structure of large-scale dataset is represented with graph, in which data elements correspond to the vertices, the relationship between data elements is represented by the edge, and the strength of relationship is reflected in the edge weight.
Data mining supports these goals by providing a set of techniques designed to discover similarities and relationships between data elements in large data sets.
Based on the results of the survey and the various comments of the community we propose a set of common data elements for biomolecular simulation data indexing, listed in Additional file 4. The table reorganizes the granularity of the identified elements by making a distinction between data elements (concepts) and attributes (properties).
Moreover, they cannot consider semantic relations between data elements.
The result is a network of linked data that can be exploited by computers: by following the links between data elements, jumping from data set to data set; by querying the whole network, and thus providing an answer based on otherwise independent data sets; and by reasoning over the data, based on its formal representation, thus identifying new implicit connections between data elements [ 11].
