| Vol-3723 urn:nbn:de:0074-3723-7 Copyright © 2024 for the individual papers by the papers' authors. Copyright © 2024 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).

# MoDaST 2024
Modern Data Science Technologies Workshop 2024

### Proceedings of the Modern Data Science Technologies Workshop (MoDaST-2024)

### Lviv, Ukraine, May 31 - June 1, 2024.

Edited by

### Michael Emmerich*
Vasyl Lytvyn**
Victoria Vysotska***

* Leiden Institute of Advanced Computer Science, Leiden University, The Netherlands
** Lviv Polytechnic National University, Ukraine
*** Osnabrück University, Germany

## 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

2024-06-30: submitted by Victoria Vysotska, metadata incl. bibliographic data published under Creative Commons CC0
2024-07-08: published on CEUR-WS.org |valid HTML5|