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Data sparsity, that is a common problem in neighbor-based collaborative filtering domain, usually complicates the process of item recommendation.
We describe the process of item development, the population of students who responded to these items, and our analytic approach in the sections below.
Through critical review, we applied a process of item reduction and distillation, retaining only those themes and issues arising from them that we considered of key importance.
The MASQ-D30 was developed through a process of item reduction and grouping of the appropriate subscales in a sample of 489 psychiatric outpatients, using a validated Dutch translation, based on the original English MASQ, as a starting point.
In further discussions within the group, and through consensus, initial item selection was followed by a process of item reduction, refining the selection and limiting the number of items to those considered most apt (relevant and informative).
As population-based studies were planned and undertaken, and in consultation with a wide range of experts and local investigators from over 20 countries, the instrument was amended, expanded through a process of item development and refined through item rejection based on empirical experience.
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For the AJFAT, no information was available whether patients and experts were involved in the selection and reduction process of items.
The development process consisted of item generation and item reduction (Table).
The pattern of results suggest that they most likely reflect additional visual processes recruited by attentional mechanisms and do not tap into neural processes of item-context binding per se.
Most mothers don't want to keep the items, so a long process of returning items to stores, selling the items, or bringing them to a charity will begin.
Fixed costs for each direct replenishment are incurred for every replenishment process of an item.
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