AIMC Topic: Computerized Adaptive Testing

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Psychometric and Machine Learning Approaches to Reduce the Length of Scales.

Multivariate behavioral research Aug 4, 2020
Brief measures are important in psychology research because they reduce participant burden. Researchers can select items from longer measures either to build a short-form or to administer items conditional on a participant's previous responses. Resea...
Humans Machine Learning Surveys and Questionnaires Psychometrics Computerized Adaptive Testing
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An application for classifying perceptions on my health bank in Taiwan using convolutional neural networks and web-based computerized adaptive testing: A development and usability study.

Medicine Dec 30, 2021
BACKGROUND: The classification of a respondent's opinions online into positive and negative classes using a minimal number of questions is gradually changing and helps turn techniques into practices. A survey incorporating convolutional neural networ...
Humans Neural Networks, Computer Reproducibility of Results Surveys and Questionnaires Psychometrics Health Status Taiwan Internet Program Development Computerized Adaptive Testing
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