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It then trusts those people to provide the desired information and refine the query as needed.
These will be used to refine the query, while other displayed results have no effect on the reformulation.
Guided by the results returned by (Q_1), the user may refine the query predicates to pose another query (Q_2).
Image and audio similarities are then used to expand the answer and a relevance feedback interface is offered to refine the query.
For example, you could say "show me the movies with Tom Cruise," then refine the query by saying "only the comedies," or "the one where he says 'show me the money,'" explains TiVo.
If a large number of results are retrieved, the user can refine the query by adding additional filter terms or download the set to the off-line Sifter application.
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Although GEO proposes several tools to refine the queries, cross-analysis through multiple experiments can not be performed.
We searched for papers on learning environments for communication skills on Scopus by looking at the title, abstract, and keywords using a query and refined the query stepwise.
The fourth question (i.e., Q.4 "Where did you find the terms that modified your query?") is meant to determine the origin of the terms that refine the initial query.
For this paper we refine the search query to virtual environments and simulations.
Similarly to the exploratory mode, the respective workflow implies that information seekers have to select an appropriate first query that acts as a start point for their search and exhaustively run through the results to learn about the domain and select some useful terms that will help them refine the initial query, participating in this way in an incremental feedback cycle [3].
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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