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Based on item recommendation problem, we further propose a variant method user-based LWMF, which is more reasonable for item recommendation and get better performance.
Based on item 3 in Sect.
Based on item 1, the patients were divided into three groups.
Based on Item Response Theory (IRT), the CAT for depression (D-CAT) contains a bank of 64 depression items.
Based on item loadings, the four factors were general care plan, medication, agreement on care plan, and specific care instructions (Table 4).
Based on item response theory examinee performance on a test can be explained by defining examinee characteristics referred to as traits or abilities [ 20].
Unlike the CBF, the CF-based algorithm generates recommendations based on item ratings.
George Rasch (1960) developed Rasch analysis which represents a one-way probabilistic approach based on Item Response Theory (IRT).
Scoring of each scale uses a one-parameter Rasch model, based on item response theory.
IRT-based transformations allow for items to be ranked unequivocally on a hierarchy based on item difficulty, ranking items from easiest to most difficult [ 21].
Fanciful playet based on item.
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CEO of Professional Science Editing for Scientists @ prosciediting.com