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New Q-matrix validation procedures
2017The primary purpose of cognitively diagnostic assessment (CDA) is to provide useful information about students’ learning needs. The attributes (i.e., latent skills) possessed by examinees can be uncovered based on examinee responses to test items primarily in conjunction with cognitive diagnosis models (CDMs).
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Priority attribute algorithm for Q-matrix validation: A didactic
Behavior Research MethodsThe Q-matrix is one of the core components of cognitive diagnostic assessment, which is a matrix describing the relationship between items and the attributes being assessed. Numerous studies have shown that inaccuracies in defining the Q-matrix can degrade parameter estimation and model fitting results.
Haijiang, Qin, Lei, Guo
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A PCA Approach to Estimate the Q-matrix
2021 International Conference on Technologies and Applications of Artificial Intelligence (TAAI), 2021openaire +1 more source
Theory of the Self-learning Q-Matrix.
Bernoulli : official journal of the Bernoulli Society for Mathematical Statistics and ProbabilityCognitive assessment is a growing area in psychological and educational measurement, where tests are given to assess mastery/deficiency of attributes or skills. A key issue is the correct identification of attributes associated with items in a test. In this paper, we set up a mathematical framework under which theoretical properties may be discussed ...
Jingchen, Liu +2 more
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Matrix viscoelasticity controls spatiotemporal tissue organization
Nature Materials, 2022David Mooney +2 more
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Tracking knowledge proficiency of students with calibrated Q-matrix
Expert Systems with Applications, 2022Wentao Wang +4 more
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Extracellular matrix-based materials for regenerative medicine
Nature Reviews Materials, 2018George Hussey +2 more
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Microglial Remodeling of the Extracellular Matrix Promotes Synapse Plasticity
Cell, 2020Hiromi Nakao-Inoue +2 more
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Mechanotransduction and extracellular matrix homeostasis
Nature Reviews Molecular Cell Biology, 2014Martin Alexander Schwartz +2 more
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