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Figure 4 SPARQL query completion and average molecular size in DB100.
Our results indicate that the constrained interfaces outperform the freehand sketch-based interface, in terms of both search accuracy and query completion time.
Generally, SPARQL query completion exhibits a dramatic drop across all test cases with increasing number of atoms in the database molecules searched at a given time (Figure 4).
Although large collections of chemical data have recently become represented in RDF and exposed to SPARQL querying [11 13], seamless and facile integration of computational resource output to enable query completion has been difficult to attain with currently existing technologies.
In addition to this discouraging result, the increase of search pattern size or complexity had an even more profound effect on query completion, from exceeding the completion time limit to SPARQL query engine-triggered query termination due to the query computational load exceeding any reasonable expectations, of 11 years, for example (results not shown).
In the future, this step will be replaced by combined visual and textual retrieval, which will further improve query completion and system quality in general.
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The online data entry system minimizes the delays in data queries, completion of forms and problem resolution; it makes the dataset quickly available and permits continuous assessment of data quality.
CRCs with greater involvement in multinational clinical trials were also more involved in CRF completion, query resolution and audits.
Outstanding queries regarding the completion of the CRF will be undertaken with each participating centre where necessary to ensure accuracy of data.
A: The focus we have is not as much on non-Google content – it's more on query intent and task completion.
The resultant query exhibits relatively rapid completion times that depend weakly on the complexity of the queried structure and linearly on database size (Appendix 4).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com