Cognitive Diagnosis Method via Q-Matrix-Embedded Neural Networks

Cognitive Diagnosis Method via Q-Matrix-Embedded Neural Networks

Cognitive diagnosis is one of the essential components in intelligent education and aims to diagnose student’s skill or knowledge mastery based on their responses. Recently, with the development of artificial intelligence, some researchers have applied neural network methods to cognitive diagnosis....

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Bibliographic Details
Main Authors: Jinhong Tao, Wei Zhao, Fengjuan Liu, Xiaoqing Guo, Nuo Cheng, Qian Guo, Xiaoqing Xu, Hong Duan
Format: Article
Language:English
Published: MDPI AG 2024-11-01
Series:Applied Sciences
Subjects:
cognitive diagnosis assessment
diagnostic classification models
Q-matrix
machine learning
psychometrics
cognitive tests
Online Access:https://www.mdpi.com/2076-3417/14/22/10380
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