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During this process, relationships between conceptual elements specified by user requirements and those supplied by the data sources are lost, since no traceability mechanisms are included.
We also describe how the set of queries supported by a mediator can be computed from the corresponding sets of queries supported by the data sources integrated by the mediator.
Contrary to this, the present framework uses a well-known Mediator/Wrapper virtual data integration architecture, enabling the direct access to the current data supplied by the data sources.
Dexter's purpose is enabling end-users to explore accessible data (e.g. local files, public apis, accessible databases, webpages) in an ad-hoc, DIY fashion (e.g. Show me all senators who have a DUI record), to query the data with higher expressivity than that is directly supported by the data sources.
We further provide a practical data sampling strategy such that the desirable monitoring effectiveness can be achieved given various sampling constraints imposed by the data sources.
Therefore, the security policy should grant the execution of a query only if the trust level of the data consumer is equal or higher to the one specified by the data sources' security policies.
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Two sets of parameters are learned: one represents the common information shared by all the data sources about a feature, and the other represents the specific information only captured by a particular data source about the feature.
I start by describing the data sources used.
The distribution is quite similar to the one provided by the data source, except that the delivery services are separated into other categories.
Insurance categories were determined based on primary and secondary payers identified by the data source (see Methods).
A mapping between variables used by the data source and the controlled vocabulary of the integrated database may involve the need to apply major transformations of the data.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com