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Early Student-at-Risk Detection by Current Learning Performance and Learning Behavior Indicators Cover

Early Student-at-Risk Detection by Current Learning Performance and Learning Behavior Indicators

Cybernetics and Information Technologies
Volume 22 (2022): Issue 1 (March 2022)
By: Tatiana A. Kustitskaya,  Alexey A. Kytmanov and  Mikhail V. Noskov  
Open Access
|Apr 2022

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DOI: https://doi.org/10.2478/cait-2022-0008 | Journal eISSN: 1314-4081 | Journal ISSN: 1311-9702
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Language: English
Page range: 117 - 133
Submitted on: Dec 2, 2021
Accepted on: Feb 21, 2022
Published on: Apr 10, 2022
Published by: Bulgarian Academy of Sciences, Institute of Information and Communication Technologies
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year
Keywords:
Learning analytics,
Learning success,
Learning failure,
Student-at-risk,
Early warning system,
Bayesian network,
k-Nearest Neighbors,
Linear discriminant analysis
Related subjects:
Computer sciences,
Information technology

© 2022 Tatiana A. Kustitskaya, Alexey A. Kytmanov, Mikhail V. Noskov, published by Bulgarian Academy of Sciences, Institute of Information and Communication Technologies
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.

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