CS&SE@SW 2024
Young Scientists in Computer Science & Software Engineering 2024

Table of Contents

• The evolving landscape of computer science and software engineering: Trends, challenges, and future directions 1-46
  Serhiy O. Semerikov , Andrii M. Striuk
  Summary: There were 64 papers submitted for peer-review to this workshop. Out of these, 28 papers were accepted for this volume, 24 as regular papers and 4 as short papers.

Session 1: Software engineering

• Optimizing the process of ER diagram creation with PlantUML 47-57
  Anatolii O. Kurotych , Lesia V. Bulatetska
• Design and evaluation of a personalized digital mathematics tutor for grade 6 learners 58-65
  Svitlana V. Shokaliuk , Andrii O. Kavetskyi
• Methodology for implementing electronic audit projects (SAF-T UA) for large taxpayers in Ukraine 66-79
  Yurii O. Chernukha , Oksana V. Klochko , Stepan Kizim , Andrii Mozghalov
• Designing and evaluating an affordable Arduino-based lie detector prototype 80-88
  Stanislav V. Pravytskyi , Pavlo V. Merzlykin , Alexander N. Stepanyuk
• Development of the Student Simulator game: From concept to code 89-109
  Vasyl P. Oleksiuk , Denys Y. Dzhuha , Petro P. Melnyk , Dmytro V. Verbovetskyi
• Information system for generating recommendations for risk-oriented trading strategies based on deep learning 110-119
  Nickolay Rudnichenko , Vladimir Vychuzhanin , Denys Shvedov , Tetiana Otradskya , Igor Petrov
• Modeling and simulating of Duffing pendulum in the moved coordinate system 120-130
  Hanna Zemlianukhina , Roman Voliansky , Nina Volianska
• A web-based Kanban application for enhancing agile project management practices 131-138
  Natalia Moiseienko , Mykhailo Moiseienko , Diana Lubentsova
• An interactive online trainer for primary school computer science education: Design, implementation, and theoretical foundations 139-151
  Alina Zhdaniuk , Olena Tarasova , Mykhailo Moiseienko , Alexander Stepanyuk

Session 2: Theoretical computer science

• Overview of modern algorithms for world procedural generation in computer games 152-163
  Ivan F. Laitaruk , Tetyana O. Hryshanovych
• Overview of small language models in practice 164-182
  Ruslan O. Popov , Nadiia V. Karpenko , Volodymyr V. Gerasimov
• Topic modelling of Ukrainian folk songs: A case study on Podillia region 183-198
  Olha B. Petrovych
• Bibliometric analysis and experimental assessment of chatbot training approaches 199-225
  Roman O. Liashenko , Serhiy O. Semerikov
• Channel extractor for UAV PPM signals 226-236
  Viktoria M. Smolij , Natan V. Smolij , Oleksii Y. Kovalenko , Mykhailo Z. Shvydenko

Session 3: Computer systems

• Development of an automated system for preparing mineral raw material samples for discrete analysis 237-244
  Nikita S. Krapyvnyi , Albert A. Azaryan , Oleksandr V. Shvydkyi , Dmitriy V. Shvets , Andriy M. Hrytsenko
• Methods of data analysis to study the effectiveness of scientific journal promotion 245-259
  Olha V. Korotun , Tetiana A. Vakaliuk , Tetiana M. Nikitchuk , Mariia O. Korotun
• Information systems development in accounting: A systematic network study 260-271
  Mykola P. Horodyskyi , Iryna L. Hrabchuk , Oleksandr V. Bereznyi , Olha S. Fedorova , Iurii M. Iefremov

Session 4: Computer applications

• A modified 3D-2D convolutional neural networks for robust mineral identification: Hyperspectral analysis in Djebel Meni (Northwestern Algeria) 272-285
  Youcef Attallah , Ehlem Zigh , Zoulikha Mehalli , Adda Ali Pacha
• Method of semantic features estimation for political propaganda techniques detection using transformer neural networks 286-297
  Iurii Krak , Maryna Molchanova , Volodymyr Didur , Olena Sobko , Olexander Mazurets , Olexander Barmak
• Method for neural network cyberbullying detection in text content with visual analytic 298-309
  Iurii Krak , Olena Sobko , Maryna Molchanova , Illia Tymofiiev , Olexander Mazurets , Olexander Barmak
• Design and implementation of a mobile health application for physical activity tracking and exercise motivation 310-320
  Alexander N. Stepanyuk , Pavlo V. Merzlykin , Yana V. Zheludko
• AI-agent-based system for fact-checking support using large language models 321-331
  Leonid Kupershtein , Oleksandr Zalepa , Volodymyr Sorokolit , Serhii Prokopenko
• Advances in neural text generation: A systematic review (2022-2024) 332-361
  Artem V. Slobodianiuk , Serhiy O. Semerikov
• Automating machine learning: A meta-synthesis of MLOps tools, frameworks and architectures 362-414
  Danylo O. Hanchuk , Serhiy O. Semerikov
• Research and development of a subtitle management system using artificial intelligence 415-427
  Andrii M. Striuk , Vladyslav V. Hordiienko
• A comprehensive survey on reinforcement learning-based recommender systems: State-of-the-art, challenges, and future perspectives 428-440
  Oleksandr D. Rossiiev , Nonna N. Shapovalova , Olena H. Rybalchenko , Andrii M. Striuk
• Research and development of software for hydroacoustic signal analysis using machine learning techniques 441-450
  Anton O. Poliaiev , Nonna N. Shapovalova , Svitlana V. Bilashenko , Andrii M. Striuk
• Investigating vulnerabilities of personal data on financial websites 451-458
  Olena H. Fedorenko , Sofiia V. Velychko , Yelyzaveta V. Kaidan