The concept of intelligent training system for Ukrainian school final STEM exam preparation

The National Multi-subject Test has been prepared and conducted in Ukraine in online learning conditions for several years. Test results show a decline in schoolchildren’s performance in mathematics. The article presents a prototype of an intelligent training system for solving mathematical problems that should become an accessible test preparation tool. The system provides a solution to a wide range of mathematical problems in a step-by-step mode. The system is developed in accordance with the principle of rational management by diagnosis, which implies the presence of many diagnostic models. It allows for deep diagnostics of student errors. Artificial intelligence tools will make it possible to implement individual recommendations for each student, taking into account their level of preparation and learning goals.

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Publication Details

Journal
System research and information technologies
Published
2025-06-28
DOI
https://doi.org/10.20535/srit.2308-8893.2025.2.09
Citations
1
Primary Topic
Innovative Educational Technologies
Type
article
Field-Weighted Citation Impact
3.25
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article

The concept of intelligent training system for Ukrainian school final STEM exam preparation

Andrey Chukhray, Olena Havrylenko, Anatoly Kulik, Oleksandr Yevdokymov et al.
1 citations
System research and information technologies
Innovative Educational Technologies
3.25
article

The concept of intelligent training system for Ukrainian school final STEM exam preparation

Andrey Chukhray, Olena Havrylenko, Anatoly Kulik, Oleksandr Yevdokymov, Oleksandr Prokhorov, Olena YASHYNA, Oleg Zeleniak, Andrii Torzhkov, Oleksii Zayarnyi
article en
1 citations

Abstract

The National Multi-subject Test has been prepared and conducted in Ukraine in online learning conditions for several years. Test results show a decline in schoolchildren’s performance in mathematics. The article presents a prototype of an intelligent training system for solving mathematical problems that should become an accessible test preparation tool. The system provides a solution to a wide range of mathematical problems in a step-by-step mode. The system is developed in accordance with the principle of rational management by diagnosis, which implies the presence of many diagnostic models. It allows for deep diagnostics of student errors. Artificial intelligence tools will make it possible to implement individual recommendations for each student, taking into account their level of preparation and learning goals.

System research and information technologies(2)
National Aerospace University – Kharkiv Aviation Institute (UA), SoftServe (United States) (US), Yandex (Russia) (RU)
Openalex Percentile: Top 7%
Innovative Educational Technologies
3.25
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The concept of intelligent training system for Ukrainian school final STEM exam preparation — Andrey Chukhray, Olena Havrylenko, et al. · System research and information technologies (2025) | TGRS Research Map | TGRS