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Now, we present the algorithms to find contexts for query refinements.
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First, we consider the problem of searching for an adequate context for query restriction.
We also showed a method to compute optimized contexts for these queries based on the notion of reducts presented in the rough set theory.
Because Google sits so high in the funnel, they have little to no context for what query is coming.
The proposed computational framework consists of three components: a specification language to define an adaptive notion of relevant context for a query; mechanisms for retrieving this context; and local learning procedures that are used to induce the desired action from this context.
What's interesting is how the device handles visual feedback for audio commands, giving lightweight visual context for some queries and more robust video/photo content for others.
For instance, BAGET allows users to retrieve the gene-context for a single gene [ 18], whereas GeConT 2 allows users to visualize the genomic context of query genes [ 19].
The combination of these three factors yields substantial computational savings which are at the basis of an efficient model order reduction, ideally suited for real-time simulation and many-query contexts (for example, optimization, control or parameter identification).
In this context, the data required for querying a TH-based expert system should be kept simple in order to encourage its use.
Generic Context Provider and Context Consumer applications have also been developed that can be programmed for querying and providing context information related to a particular scopes and entities at specified rates.
Context broker query processing.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com