| Vol-3624 urn:nbn:de:0074-3624-7 Copyright © 2023 for the individual papers by the papers' authors. Copyright © 2023 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).

# IT&I 2023
Information Technology and Implementation 2023

### Selected Papers of the X International Scientific Conference "Information Technology and Implementation" (IT&I-2023). Conference Proceedings

### Kyiv, Ukraine, November 20 - 21, 2023.

Edited by

### Anatoly Anisimov *
Vitaliy Snytyuk *
Aldrich Chris **
Andreas Pester ***
Frederic Mallet ****
Hiroshi Tanaka *****
Iurii Krak *
Karsten Henke ******
Oleg Chertov *******
Oleksandr Marchenko *
Sándor Bozóki ********
Vitaliy Tsyganok *********
Vladimir Vovk **********

*Taras Shevchenko National University of Kyiv, Ukraine
**Western Australian School of Mines, Australia
*** Fachhochschule Kärnten, Austria, Austria
**** Université Côte d’Azur, France
***** Tokyo Medical and Dental University, Japan
****** Technische Universität Ilmenau, Germany
******* National Technical University of Ukraine «Igor Sikorsky Kyiv Polytechnic Institute», Ukraine
******** Computer and Automation Research Institute Hungarian Academy of Sciences, Hungary
********* Institute for Information Recording of the National Academy of Sciences of Ukraine, Ukraine
********** Royal Holloway, University of London, United Kingdom

## Table of Contents

- Preface
  Summary: There were 66 papers submitted for peer-review to this conference. Out of these, 42 papers were accepted for this volume, 33 as regular papers and 9 as short papers.

### Section 1: Mathematical Foundations of Information Technology

- Towards Software Development for Maintainability Evaluation of Business Process Models Using Fuzzy Logic 1-13
  Andrii Kopp, Dmytro Orlovskyi
- On Newman's Lemma and Non-termination 14-24
  Ievgen Ivanov
- Complex System for Radio Location Field Quality Assessment 25-35
  Maksim Tkachenko, Volodymyr Petrivskyi, Pavel Petrov, Yaroslav Petrivskyi, Oleksandr Pyzh
- Features of System-Information Models of the Mechanical Process Based on the Platform (USIS + PLSI) of Digital Twins 36-47
  Mykola Korablyov, Sergey Lutskyy, Natalia Axak, Ihor Ivanisenko, Igor Kobzev
- New Formalism for Statistical Similarity Based XAI 48-57
  Dmitriy Klyushin

### Sections 2. E-government, E-commerce and E-learning technologies

- Information Technology Development for Social Services Consumers' Choice 58-68
  Oksana Mulesa, Marian Tokar, Tamara Radivilova, Olena Yatsyna, Mariia Shnitser
- Enhancing Foreign Language Learning in Ukraine: Immersive Technologies as Catalysts for Cognitive Interest and Achievement 69-81
  Svitlana Palamar, Kateryna Brovko, Sergey Semerikov
- Current Issues in the Development of E-commerce Systems 82-93
  Valentyna Pleskach, Oleksandra Bulgakova, Viacheslav Zosimov, Mariia Pleskach

### Section 3: Artificial Intelligence

- Assessing the Readiness of UAS Operators Based on the Simulator Training Results 94-105
  Dmytro Kucherov, Tetiana Shmelova, Olexii Poshyvailo
- Methods for Automatically Determining the Level of Disease Damage to Plant Leaves from Their Raster Image 106-115
  Stepan Bilan, Georgii Gaina, Oksana Vlasenko, Oleksandr Sutyk, Yevhenii Roiko
- Neural Network Modeling of Helicopters Turboshaft Engines at Flight Modes Using an Approach Based on “Black Box” Models 116-135
  Serhii Vladov, Ruslan Yakovliev, Oleksandr Hubachov, Juliia Rud, Yurii Stushchanskyi
- Application of Machine Learning Techniques for Forecasting Electricity Generation and Consumption in Ukraine 136-146
  Anatoliy Doroshenko, Dmitry Zhora, Olena Savchuk, Olena Yatsenko
- Estimating Lambda-Term Reduction Complexity with Regression Methods 147-156
  Oleksandr Deineha, Volodymyr Donets, Grygoriy Zholtkevych

### Section 4: Data Analytics

- Implementation of Data Science Methods in Armed Forces Budgeting: Challenges and Opportunities 157-169
  Tetiana Zatonatska, Vadym Pakholchuk, Alim Syzov, Daryna Vorontsova
- Applying the Arithmetic Compression Method in Digital Speech Data Processing 170-179
  Serhii Zabolotnii, Andrii Yarmilko, Inna Rozlomii, Yuliia Mysiura
- Parallel and Distributed Machine Learning Techniques for Anomaly Detection Systems 180-191
  Iulia Khlevna, Bohdan Koval
- Research on the Use of Machine Learning Methods for Forecasting Time Series when Making Management Decisions in IT Projects Under Martial Law 192-204
  Viktor Morozov, Vladyslav Deineha, Andrii Khlevnyi
- Detection of Match-Fixing in Football Matches Using a Conformal Anomaly Detector 205-219
  Oleg Chertov, Ivan Zhuk
- Using Parallelized Neural Networks to Detect Falsified Audio Information in Socially Oriented Systems 220-238
  Sergiy Yakovlev, Artem Khovrat, Volodymyr Kobziev
- Remote Monitoring of Mines in Fields with Using Neural Networks 239-249
  Nikolay Kiktev, Oleksiy Opryshko, Natalia Pasichnyk, Alla Dudnyk, Dmytro Komarchuk
- Mathematical Model of Management of the Corporate Culture of ohe Organizational System 250-265
  Hryhorii Hnatiienko, Oleksii Hnatiienko, Nataliia Tmienova, Vitaliy Snytyuk
- Conceptual Model of Syncretic Methodology Data of Development Projects Management for Self-managed Organizations 266-275
  Sergey Bushuyev, Andrii Ivko
- Evaluation of the Efficiency of Intensive Care Units using Queueing Modelling: A Case Study in Kyiv Hospitals 276-290
  Hanna Livinska, Antonina Pererva

### Section 5: Cyberspace Protection Technologies

- The Method of Construction of the Law of Safety Management of Critical Infrastructure Objects Under the Conditions of External Uncontrolled Influences 291-300
  Oleksandr Laptiev, Oleg Barabash, Iryna Tsyganivska, Dmytro Obidin, Andrii Sobchuk
- An Approach to Restore the Proper Functioning of Embedded Systems Due to Cyber Threats 301-316
  Serhii Toliupa, Serhii Shtanenko, Oleksiy Silko, Pavlo Khusainov, Andrii Kulko
- Methodological Approach to Assessing Information Security of Critical Infrastructure Objects 317-329
  Yuri Samokhvalov, Mykola Brailovskyi, Bohdan Zhuravel
- Achieving Enhanced Security in Biometric Authentication: A Rigorous Analysis of Code-Based Fuzzy Extractor 330-339
  Oleksandr Kuznetsov, Emanuele Frontoni, Yelyzaveta Kuznetsova, Oleksii Smirnov, Vladyslav Chevardin

### Section 6: Network and Internet Technologies

- The Improved Algorithm for Reducing the UAV Swarm Radio Visibility 340-351
  Leonid Hulianytskyi, Maksym Ogurtsov
- Development of Neural Network Control and Software for Dispatching Water Distribution for Irrigation 352-367
  Lyudmyla Kuzmych, Mykola Voloshin, Yuriy Kyrylov, Andriy Dudnik, Olena Grinenko
- Optimizing and Improvement a Web Application Using Open Source Tools 368-379
  Yuri Kravchenko, Olga Leshchenko, Oleksandr Trush, Nataliia Dakhno, Pavlo Krasnopyorov
- Computer Model of Tuned Oscillator 380-391
  Volodymyr Nakonechnyi, Oleksandr Pliushch, Nikita Bondarenko, Arman Jangeldinov

### Section 7: Smart Technologies

- Strategic Planning Technology: Application Aspects of Artificial Intelligence Linguistic Generative Models 392-402
  Vitaliy Tsyganok, Yaroslav Khrollenko, Volodymyr Tsyhanok, Serhii Patuk, Olena Trubitsyna
- Performance Analysis of Concatenated Coding for OFDM Under Selective Fading Conditions 403-413
  Bohdan Zhurakovskiy, Juliy Boiko, Volodymir Druzhynin, Ilya Pyatin

### Short Papers

- A Model of an IoT System Based on RFID Tags for Mine Defense under War Conditions and in the Post-War Period 414-422
  Kateryna Kolesnikova, Myroslava Gladka, Mykola Kostikov, Natalia Myronova
- Intelligent Analyzing Module in the Academic Staff Performance Appraisal System 423-429
  Andriy Pukas, Andriy Simak, Tetiana Goncharuk-Cholach, Olena Konoplitska, Vadym Zabchuk
- Organizational, Technological and Economic Facets of AI Implementation in HRM Trainings 430-438
  Wiesława Gryncewicz, Agnieszka Pilch, Ryszard Zygała
- Some Ways of Enhancing Recommendations Aimed at Improving Positions of Alternatives on the Base of AHP 439-446
  Oleksiy Oletsky, Oleksandr Tryhub, Ivan Franchuk, Dmytro Dosyn
- Comparison of Transformer-based Deep Learning Methods for the Paraphrase Identification Task 447-455
  Vitalii Vrublevskyi, Oleksandr Marchenko
- Ensuring the Availability of Information Resources Through the Use of an Intelligent Communication Network with the Drift of Parameters of Autonomous Segments 456-461
  Andrii Fesenko, Oleksandr Toroshanko, Yurii Shcheblanin, Andrii Fesenko, Inna Mykhalchuk, Mykola Pyroh
- Technology for Synergistic Solutions Co-Creation Based on Multi-Agents’ Diversities Interaction 462-470
  Tetyana Sergeyeva, Sergiy Bronin, Tadej Glazar
- Structural-Schematic Approach in the Modelling of Dynamic Systems 471-479
  Josef Diblik, Andriy Shatyrko, Denys Khusainov, Oleksii Bychkov
- Development of an Iot Ecosystem Model for the Task of Semantic Analysis of Internet Posts 480-488
  Andrii Biloshchytskyi, Olha Kravchenko, Olena Sipko, Rostyslav Lisnevskyi, Dmytro Stvoglaz

2023-01-09: submitted by Vitaliy Snytyuk, metadata incl. bibliographic data published under Creative Commons CC0
2022-01-22: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|