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Finally, we have grouped the set of connected components C i in two categories: person and non-person.
Specifically, we build an entity extractor for categories Person and Organization, which are entities that have a finite set of identifiers.
With the help of the Stanford Named Entity Recognizer NERR) using predefined models for English (Finkel et al. 2005), we extracted entities falling into one of the following categories: PERSON, LOCATION, and ORGANIZATION.
We used the two specific categories, Person and Organization, they are among the top most heavily utilized categories in information retrieval systems across domains, thus they can be used to further improve the NER system's precision and expand its scope through machine learning.
As with recall, recognition performance was good for all categories (Person fact recognition: M = 87%, SD = 17%; Building: M = 77%, SD = 17%; Hammer: M = 74%, SD = 24%).
Similar(55)
The various factors influencing participation in breast cancer medicinal research identified in the nine studies were placed by the authors into three categories: person-related, physician-related and study-related.
Despite a lack of data material, it was possible to identify various factors influencing women's willingness to participate in medicinal studies and group them into three categories: person-related, study-related, and physician-related.
It's a view that goes back to at least John Locke, who argued that while "human being" is a biological category, "person" is not.
Omitted category: Persons with disabilities not classified as dependent according to the Spanish Official Scale.
Within the used category, persons who missed <3 capsules were classified as consistent users; if more capsules were missed, they were classified as inconsistent users.
Although the item separation dropped slightly after collapsing the categories, the person separation increased and the person and item reliability indices remained unchanged (see Table 2).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com