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Scientific and analytical journal «Vestnik Saint-Petersburg university of State fire service of EMERCOM of Russia»
Journals / Scientific and analytical journal «Vestnik Saint-Petersburg university of State fire service of EMERCOM of Russia» / Volume 2025 Issue 3 / MODIFICATION OF THE DIGITAL EDUCATIONAL ENVIRONMENT ARCHITECTURE WITH THE TECHNOLOGY OF ORGANIZING A DATABASE MANAGEMENT SYSTEM
UDC 004

MODIFICATION OF THE DIGITAL EDUCATIONAL ENVIRONMENT ARCHITECTURE WITH THE TECHNOLOGY OF ORGANIZING A DATABASE MANAGEMENT SYSTEM

Published in Scientific and analytical journal «Vestnik Saint-Petersburg university of State fire service of EMERCOM of Russia» · Volume 2025, Issue 3 · Pages 104–112 · Rubric: INFORMATICS, COMPUTER ENGINEERING AND CONTROL
DOI: https://doi.org/10.61260/2218-130X-2025-3-104-112
Received: 15.06.2025 Accepted: 19.07.2025 Published: 21.10.2025
Authors
TA
Tatiana Smolentseva
ORCID SPIN
ABSTRACT
In the context of the digital transformation of education, there is an increasing need for adaptive and scalable digital educational environments that provide not only access to educational materials, but also adaptive feedback from participants in the educational process. The article presents a modified digital educational environment architecture that includes a database management system, machine learning algorithms, and integration with external feedback channels (including distance learning system, social networks, and messengers). The aim of the research is to develop a modification of the architecture of the digital educational environment, which allows for the automatic generation of personalized recommendations in the context of digitalization and multithreading. The architecture of a modified digital educational environment with the addition of components implementing dynamic adaptive feedback is presented.
KEYWORDS
digital educational environment, database, machine learning, feedback, distance learning system, personalization
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Chairman of the Editorial Board, Head of the Department of Applied Mathematics and Information Technologies of Saint-Petersburg university of State fire service of EMERCOM of Russia
Alexander Matveev
Secretary, Deputy Head of the Department of Applied Mathematics and Information Technology of Saint-Petersburg University of the State Fire Service of the Ministry of Emergency Situations of Russia
Alexander Maksimov
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