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Consider ATRS as a subset of recommendation systems; it should encompass user profile (traveler profile), as well as item profile (travel element profile).
Five different cases of matches between a concept A in the resource (or item) profile and a concept B in the user profile are considered.
Various matching scores are given when a concept A in the item profile, a) is the same, b) is a parent, c) is a child, d) is a grandparent or e) is a grandchild of a concept in the user profile.
The POMS-TMDS is a shorter version of the 65 item Profile of Mood States (POMS) [ 37].
The questionnaire is a 33 item profile scale with six subscales which are; demographic subscale, CVD indicators subscale, smoking subscale, alcohol subscale, physical activity subscale and nutrition subscale.
This analysis provides reassurance that the promotion of the items to interval measurement assumptions did not deviate from the pattern of factor coefficients compared with a less constrained distributional item profile.
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The analyses addressed the question to what extent ADI-R label and/or ADI-R symptom item profiles could successfully discriminate 22q11DS or KS ASD profiles from the heterogeneous ASD sample profile (i.e., 22q11DS+ASD vs. heterogeneous ASD, and KS+ASD vs. heterogeneous ASD).
That is, are there systematically different item profiles for the three groups?
Interpretation of the model is usually based on item profiles in each category, obtained from the probabilities of endorsing each item response, conditional on class membership.
The final model with concomitant variables had the following item profiles: class 1 had high probabilities for all 11 items (symptomatic HF pattern), class 2 had high probability for volume overload and lower probability for troubled breathing (congestion pattern) and class 3 had low endorsement probabilities for all items (no symptoms and signs pattern; table 2).
This article details the development of a brief instrument, the 15-item Profile of Chronic Pain: Screen (PCP S), designed to address these three key elements in a national (US) sample of over 2400 individuals recruited via random digit dialing.
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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