Improving the Efficiency of the Learning Process Using the Markov Model

Improving the Efficiency of the Learning Process Using the Markov Model

We consider a Markov model of learning consisting of three states: the state of knowledge transfer, the training state, and the state of knowledge control. Taking into account of training time within this model allows one to obtain additional information about competencies of students, to estimate t...

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Veröffentlicht in:Journal of mathematical sciences (New York, N.Y.) N.Y.), 2024, Vol.283 (3), p.461-466
1. Verfasser: Serbin, V. I.
Format: Artikel
Sprache:eng
Schlagworte:
Knowledge management
Learning
Markov chains
Mathematics
Mathematics and Statistics
Parameter estimation
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Beschreibung
Zusammenfassung:We consider a Markov model of learning consisting of three states: the state of knowledge transfer, the training state, and the state of knowledge control. Taking into account of training time within this model allows one to obtain additional information about competencies of students, to estimate the values of latent parameters, and to improve the learning process.
ISSN:1072-3374
1573-8795
DOI:10.1007/s10958-024-07275-x