ABSTRACTS OF ARTICLES OF THE JOURNAL "INFORMATION TECHNOLOGIES".
No. 12. Vol. 28. 2022

DOI: 10.17587/it.28.653-662

S. S. Sosinskaya, Ph.D, Associate Professor, R. V. Ashikhmin, A. S. Dorofeev, Ph.D, Associate Professor,
Irkutsk National Research Technical University, Irkutsk, 664074, Russian Federation

Individual Learning Trajectories and their Classification Using a Neural Network

The problem of automatic classification of individual learning trajectories (ILT) is considered taking into account the selected disciplines. It is proposed to classify the generated IOT sample using neural networks. Experiments were carried out on the formation of samples for classification and the results were evaluated.
Keywords: individual learning trajectories, neural network, multilayer perceptron, sample generation, evaluation of results

P. 653–662

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