| Vol-3966 urn:nbn:de:0074-3966-X Copyright © 2025 for the individual papers by the papers' authors. Copyright © 2025 for the volume as a collection by its editors. This volume and its papers are published under the Creative Commons License Attribution 4.0 International (CC BY 4.0).

# DTESI 2024
Digital Technologies in Education, Science and Industry 2024

### Proceedings of the 9th International Conference on Digital Technologies in Education, Science and Industry 2024
Almaty, Kazakhstan, October 16-17, 2024.

Edited by

### Assylbek Issakhov1
Kateryna Kolesnikova 1
Madina Ipalakova 1

1 International Information Technology University, Almaty, Kazakhstan

## Table of Contents

- Preface
  Summary: There were 60 papers submitted for peer-review to this workshop. Out of these, 45 papers were accepted for this volume, 38 as regular papers and 7 as short papers.

### Workshop on Software and Knowledge Engineering

- Formation of a digitalization culture in higher education institutions of Ukraine. Analysis of the current state
  Jan-Peter Mund, Evelyn Wallor, Victoriia Khrutba, Angelina Chugai, Iryna Patseva, Yuliia Zakharova
- Distribution of coupled thermoelastic waves in the different rocks using MatLab GUI application
  Bakhyt Alipova
- The experience of creating an open educational space and its usage in distance learning
  Aigul Medeshova, Nurkhat Zhakiyev, Saule Akimova, Dinara Kurmasheva, Gulmira Amanturlina, Murat Ozer

### Workshop on Smart Technologies and IoT

- Development of a system for monitoring health and patient care based on IoT technologies
  Rostyslav Lisnevskyi, Viktoriia Oderiieva, Myroslava Gladka, Olga Kravchenko, Oleksii Kolesnikov
- Robotic process automation: a comprehensive systematic literature review across industries, with a focus on healthcare
  Diana Smagul, Yevgeniya Daineko
- Development of a Blockchain platform for logistics order management using IoT technologies
  Rostyslav Lisnevskyi, Svitlana Biloshchytska, Diana Kushkimbayeva, Pavlo Kryschniy, Vladlen Lisnevskyi
- Denoising of ECG signals using artificial neural network based gradient descent method
  Aditya Pal, Hari Mohan Rai, Abdul Razaque, Saule Amanzholova, Tamiris Abildayeva
- Enhancing students’ speaking skills through mind mapping tools
  Аіssulu K. Kaldarova, Marco A. Vasquez, Nazym B. Baisbay, Saule Amanzholova, Gulshat B. Baispay
- IoT-based real-time indoor air quality monitoring and web server management system using Raspberry Pi
  Binara Imankulova, Altynay Zhakipova, Abdul Razaque
- Theoretical foundations of environmental pollution monitoring
  Andrii Biloshchytskyi, Olexander Kuchanskiy, Alexander Neftissov, Svitlana Biloshchytska, Sapar Toxanov
- Adaptive learning model in the field of gamification
  Zhansaya Bekaulova, Nurzhan Duzbayev, Gulnar Mamatova, Mukhamedi Bersugir, Nurbek Bekaulov
- Improvement of the electronic circuit for the breathing simulator
  Nurzhan Duzbayev, Zhandaulet Musilimov, Lyudmila Kozina, Manat Tuyenbayev

### Workshop on Data Science and Artificial Intelligence

- Sentiment analysis using natural language processing
  Aigerim Aitim, Muslima Abdulla, Aigerim Altayeva
- A review of AI transformers in image segmentation
  Victor Doma, Erna Berbić, Ali Abd Almisreb, Mohammed A. Saleh, Saule Amanzholova
- Modelling and forecasting of soil deformations in karst-hazardous areas
  Artem Bykov, Umut Turusbekova, Nurkamilya Daurenbayeva, Almas Nurlanuly, Madina Ipalakova
- The impact of digital technologies and big data on the creation of a digital audience and the development of data journalism
  Aigul Niyazgulova, Nurzhan Duzbayev, Saule Ashenova
- Human-centric AI: improving user experience with natural language interfaces
  Aigerim Aitim, Muslima Abdulla, Aigerim Altayeva
- Using the machine learning models to optimize time management in logistics and supply chain management systems
  Mohamed Hamada, Adejor Abiche, Gehad Hamada
- Adaptive strategies for autonomous robotic systems using reinforcement learning methods
  Oleksii Matsiievskyi, Igor Achkasov, Vladyslav Hots, Yevhenii Borodavka
- Integrating statistical analysis into everyday business operations using mobile technologies
  Lyazat Naizabayeva, Gulzat Turken
- Hierarchical transformer based learning for robust face anti-spoofing
  Zhanseri Ikram, Bauyrzhan Omarov, Batyrkhan Omarov
- Advancing automated quality control in automotive manufacturing: a comparative analysis of YOLOv8, YOLOv9, and YOLOv10 for vehicle damage detection
  Serhii Dolhopolov, Tetyana Honcharenko, Denys Chernyshev, Olena Panina, Antonina Makhynia
- Optimizing construction site management through YOLOv5-based object detection: a comprehensive analysis of resource utilization and safety enhancement
  Serhii Dolhopolov, Tetyana Honcharenko, Igor Achkasov, Vladyslav Hots
- Hybrid deep learning model for cyberbullying detection on online social media data
  Aigerim Altayeva, Daniyar Sultan, Rustam Abdrakhmanov, Abdimukhan Tolep, Aigerim Toktarova
- Fusion of vision transformers and convolutional networks for advanced face anti-spoofing
  Zhanseri Ikram, Bauyrzhan Omarov
- Analyzing Russian borrowings in Kazakh social media using machine learning
  Saya Sapakova, Bekzat Kambarova, Askar Sapakov, Tolganay Chinibayeva, Aknur Yemberdiyeva
- Time series forecast of inbound call volume in call center using machine learning methods
  Ruslan Krasnozhonov, Aizhan Altaibek, Aizhan Ydydrys, Marat Nurtas
- The general algorithm of linearization in linear fractional optimization problems
  Serhii Chernov, Liudmyla Chernova, Liubava Chernova, Serhii Titov
- Modern methods of visualization and preprocessing of seismic data for deep learning: a review of python-based approaches
  Bekzat Bukhatov, Aizhan Altaibek, Marat Nurtas
- Applying machine learning for real-time hate speech detection in social media
  Aigerim Altayeva, Aigerim Toktarova, Rustam Abdrakhmanov, Abdimukhan Tolep

### Workshop on Cybersecurity, Infocommunication Systems and Networks

- An improved approach: adaptive learning for high-speed data encryption of low-earth orbit (LEO) satellites
  Makhabbat Bakyt, Luigi La Spada, Sabyrzhan Atanov, Khuralay Moldamurat, Mansur Moldakhanov
- Cybersecurity-level assessment models
  Tetiana Babenko, Saule Amanzholova, Rostyslav Lisnevskyi, Aisha Abylgazy
- Blockchain interoperability: challenges and solutions for a connected future
  Mohammed A. Saleh, Saule Amanzholova, Zhibek Zhetekbay, Meruyert Dauletbek, Ali Abd Almisreb
- Enhancing ML model efficiency for DDoS attack detection on web servers in resource-constrained environments
  Qais Saif Qassim, Nessibeli Askarbekova
- Efficient evaluation of cryptographic solutions in IoT systems
  Zhanerke Temirbekova, Zukhra Abdiakhmetova, Sakhybay Tynymbayev, Zhansaya Bekaulova
- Hate speech detection on social media using machine learning
  Aigerim Toktarova, Aigerim Altayeva, Rustam Abdrakhmanov, Danyar Sultan, Baktykul Jakhanova
- Assessing the level of security of enterprise information systems
  Tetiana Babenko, Hryhorii Hnatiienko, Larysa Myrutenko, Andrii Bigdan, Viktoriia Hrechko
- Research of the effectiveness of frame synchronization methods for creating markerless telecommunication systems for exchanging short packets
  Alimzhan Baikenov, Emil Faure, Sakhybay Tynymbayev, Olga Abramkina, Artem Skutskyi

### Short Papers

- Digital twins in ensuring human life safety
  Akkyz Mustafina, Gulzhan Nuruldayeva, Oleksii Kolesnikov, Yedil Yesenkulov
- A review: strategies and challenges for preventing AI cyber attacks
  Musab A. M. Ali, Nessibeli Askarbekova, Damelya Yeskendirova, Zhadyra Ongenbayeva
- Explainable AI (XAI): techniques, applications, and challenges
  Maira Kopzhasarova, Dinara Kozhamzharova
- Transformation of the education landscape in an AI environment
  Sergiy Bushuyev, Natalia Вushuyeva, Oleh Ilin, Svetlana Murzabekova, Maira Khussainova, Rakhmatullo Saidullayev
- Virtual laboratory work to the study of modulation types of radio signals
  Yevgeniya Daineko, Dmitry Gubsky, Aigul Kulakayeva, Altay Aitmagambetov, Bagdat Kozhakhmetova
- The law of Demeter in IT project development based on design pattern
  Kateryna Kolesnikova, Alexandra Klimanova, Vadim Ziuziun
- Comprehensive review of digital museums: innovations, technologies, and user experiences
  Kamila Abdugapparova, Yevgeniya Daineko, Artem Bykov

2025-04-21: submitted by Madina Ipalakova, metadata incl. bibliographic data published under Creative Commons CC0
2025-05-24: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|