MoDaST 2024
Modern Data Science Technologies Workshop 2024

Table of Contents

• Cover and Preface
  Summary: There were 55 papers submitted for peer-review to Modern Data Science Technologies Workshop 2024. Out of these, 27 papers were accepted for this volume.
  
  
• Organization and Committees
  
  
• Organizers and Partners
  
  
• Optimal multifactorial planning of experiments based on the combinatorial configurations MCDM 1-12
  Volodymyr Riznyk , Roman Sydorenko
• Ensuring accuracy of personal data processed in blockchain systems 13-41
  Olexander Belej , Yulian Fedirko , Oleksandr Markelov
• Diagnostic method development when weapons characteristics measuring based on spectral analysis for signals phase shift determination 42-58
  Vasyl Lytvyn , Victoria Vysotska , Sergey Tyshko , Oleksandr Lavrut , Tetiana Lavrut , Mariia Nazarkevych
• Automatic smart subword segmentation for the reverse Ukrainian physical dictionary task 59-73
  Maksym Vakulenko , Vadym Slyusar
• An approach to modeling elections in bipartisan democracies on the base of the “state-probability of action” model 74-85
  Dmytro Dosyn , Oleksiy Oletsky
• Towards algorithmic and software solution for business process model analysis and correction 86-103
  Olha Yanholenko , Andrii Kopp , Dmytro Orlovskyi , Uliya Litvinova
• Fuzzy logic-based methodology for building access control systems based on fuzzy logic 104-120
  Vasyl Lytvyn , Anna Bakurova , Oleh Zaritskyi , Anatoliy Gritskevich , Pavlo Hrynchenko , Elina Tereschenko , Dmytro Shyrokorad
• Expert assessment of educational content in IT specialists training process 121-132
  Volodymyr Pasichnyk , Nataliia Kunanets , Valentyna Yunchyk , Maria Khomyak , Anatolii Fedonyuk , Yurii Knysh
• Computer linguistic system architecture for Ukrainian language content processing based on machine learning 133-181
  Victoria Vysotska
• Enhancing IoT and cyber-physical systems in industry 4.0 through on-premise large language models: real-time data processing, predictive maintenance, and autonomous decision-making 182-197
  Oksana Markova , Ivan Muzyka , Dennis Kuznetsov , Yurii Kumchenko , Anton Senko
• Evaluation of the quality and usefulness of information technologies for supporting medical decision-making based on civil law 198-218
  Tetiana Hovorushchenko , Houda El Bouhissi , Yelyzaveta Hnatchuk
• Method for detection of the modified DDoS cyber attacks on a web resource of an Information and Telecommunication Network based on the use of intelligent systems 219-235
  Svitlana Onyshchenko , Olena Haitan , Alina Yanko , Yurii Zdorenko , Oleksandr Rudenko
• Information system for real estate trading operations based on the data analysis 236-265
  Oleh Veres , Pavlo Ilchuk , Olha Kots
• Modern trends of communications in higher education: problems and prospects 266-281
  Roman Peleshchak , Andrii Khudyi , Ihor Matviy , Roman Miroshnyk , Iryna Bahlai , Lina Halaz
• Literary text mining using verb feature clustering 282-297
  Marianna Dilai , Iryna Dilai
• Vector data systems machine learning with combinatorial optimization 298-310
  Volodymyr Riznyk
• Synonymous variation of 'War' in the British national corpus using sketch engine: a linguistic analysis 311-327
  Zoriana Rybchak , Olha Kulyna
• Topological structure of Ukrainian tongue twisters based on speech sound analysis 328-339
  Tetiana Kovaliuk , Iryna Yurchuk , Olga Gurnik
• The role of public transport network optimization in reducing carbon emissions 340-364
  Yurii Matseliukh , Myroslava Bublyk , Andriy Bosak , Marta Naychuk-Khrushch
• Ontologically supported case-based reasoning for decision making in humanitarian response processes 365-382
  Olha Chala , Tetiana Bilova , Viktoriia Dyomina , Iryna Pobizhenko , Tetiana Domina
• Application of the analytical hierarchy process to evaluate hype AI technologies 383-395
  Dmytro Dosyn , Oleh Karyy , Ihor Novakivskyi , Maryana Gvozd , Yaroslav Kis , Nataliia Kara
• Semantic analysis methods usage for the implementation of systems of graphic objects content analysis 396-411
  Oleksandr Tymchenko , Orest Khamula , Bohdana Havrysh
• An intelligent system for speech analysis and control using customized criteria 412-426
  Zoriana Rybchak , Olha Kulyna , Leslav Kobyliukh
• Information technology for identifying disinformation sources and inauthentic chat users' behaviours based on machine learning 427-465
  Victoria Vysotska , Lyubomyr Chyrun , Sofia Chyrun , Ilia Holets
• Peculiarities of matching the text and sound components in the Ukrainian language system development 466-483
  Taras Basyuk , Andrii Vasyliuk
• Peculiarities of a symbol classification and recognition of expression structures system development 484-497
  Taras Basyuk , Andrii Vasyliuk
• Information technology for textual content author's gender and age determination based on machine learning 498-540
  Victoria Vysotska , Lyubomyr Chyrun , Sofia Chyrun , Mariia Soltys