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After viewing the movie, subjects rated it on a 7-points scale according to a semantic item drawn randomly from a 9-items questionnaire, higher ratings denoting greater animacy (Fig. 6).
In order to translate N into SPARQL queries, each phrase in N should map to a semantic item (i.e., an entity or a class or a predicate) in RDF graph G.
A response was considered incorrect if there was no response, an unrelated response, and if a related but incorrect semantic item was provided (e.g., "flute" instead of "trumpet").
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Next, we perform what we call semantic items weighting: the semantic items that were extracted from the documents visited by a given user are added to that user profile.
Therefore, we consider interest indicators from usage statistics to weight the relevance of the semantic items incorporated into user profiles.
If the value is close to 0, it means that there are few o none semantic items shared between the two models.
While episodic and semantic items did not separate in this data-driven analysis, these categories did show expected dissociations in relation to depression history and to laboratory-based measures of recollection.
The task design resulted in periods of rest/fixation during the semantic blocks as semantic items were removed after participant response.
For illustrative purposes, a plot of the correlation between activation within the left IFG and accuracy on semantic items is shown in Fig. 2B.
In response, we crafted a semantic differential item with the stem "I believe that the campus culture…" with the anchors ranging from "limits the choice of teaching methods" to "allows for the free choice of teaching methods".
In a recent study by Miller et al., 354 third year medical students completed the Weight Implicit Association Test (IAT) and a semantic differential item assessing their explicit preferences for fat or thin individuals [ 7].
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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