Paper
27 April 2023 Development of an algorithm for determining the specialization of an educational program
Oksana M. Gushchina, Oxana Anikina
Author Affiliations +
Proceedings Volume 12637, International Conference on Digital Transformation: Informatics, Economics, and Education (DTIEE2023); 126370J (2023) https://doi.org/10.1117/12.2680671
Event: International Conference on Digital Transformation: Informatics, Economics, and Education (DTIEE2023), 2023, Fergana, Uzbekistan
Abstract
The authors propose definition algorithm of students’ educational program specialization in the field of IT technologies that is based on the methodology of educational data ranking. The algorithm has shown the importance of data mining methods for solving educational problems. This algorithm can be considered as a prototype of a recommender system, so students will be able to make their own decisions: follow the recommendations or make their choice based on other factors that are dominant for them.
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Oksana M. Gushchina and Oxana Anikina "Development of an algorithm for determining the specialization of an educational program", Proc. SPIE 12637, International Conference on Digital Transformation: Informatics, Economics, and Education (DTIEE2023), 126370J (27 April 2023); https://doi.org/10.1117/12.2680671
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KEYWORDS
Information technology

Data mining

Machine learning

Algorithm development

Visualization

Education and training

Data modeling

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