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New Q-matrix validation procedures

2017
The 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 Methods
The 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
openaire   +2 more sources

A PCA Approach to Estimate the Q-matrix

2021 International Conference on Technologies and Applications of Artificial Intelligence (TAAI), 2021
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Theory of the Self-learning Q-Matrix.

Bernoulli : official journal of the Bernoulli Society for Mathematical Statistics and Probability
Cognitive 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
openaire   +1 more source

Matrix viscoelasticity controls spatiotemporal tissue organization

Nature Materials, 2022
David Mooney   +2 more
exaly  

Tracking knowledge proficiency of students with calibrated Q-matrix

Expert Systems with Applications, 2022
Wentao Wang   +4 more
openaire   +1 more source

A General Q-Matrix

The Fibonacci Quarterly, 1972
openaire   +1 more source

Extracellular matrix-based materials for regenerative medicine

Nature Reviews Materials, 2018
George Hussey   +2 more
exaly  

Microglial Remodeling of the Extracellular Matrix Promotes Synapse Plasticity

Cell, 2020
Hiromi Nakao-Inoue   +2 more
exaly  

Mechanotransduction and extracellular matrix homeostasis

Nature Reviews Molecular Cell Biology, 2014
Martin Alexander Schwartz   +2 more
exaly  

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