| Vol-2845 urn:nbn:de:0074-2845-1 Copyright © 2021 for the individual papers by the papers' authors. Copyright © 2021 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 2020
Information Technology and Interactions

### Proceedings of the 7th International Conference "Information Technology and Interactions" (IT&I-2020). Workshops Proceedings

### Kyiv, Ukraine, December 02-03, 2020.

Edited by

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

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

## Table of Contents

- Preface
  Summary: There were 96 papers submitted for peer-review to this conference. Out of these, 40 papers of the workshop proceeding of the conference were accepted for this volume, 34 as regular papers and 6 as short papers.

### Workshop 1: Artificial Intelligence Technologies

- Regularity of Context Units Identification in Electronic Text Documents 1-10
  Anastasiia Vavilenkova
- Evaluating Deep Learning Models for Anomaly Detection in an Industrial Transporting System 11-21
  Kyrylo Kadomskyi
- Neural Network Analytics and Forecasting the Country's Business Climate in Conditions of the Coronavirus Disease (COVID-19) 22-32
  Serhiy Semerikov, Hanna Kucherova, Vita Los, Dmytro Ocheretin
- Identification of Rolling Stock of Railways Based on Multi-Projection Image Processing Methods 33-42
  Stepan Bilan
- A Comprehensive Study of Autoencoders’ Applications Related to Images 43-54
  Volodymyr Kovenko, Ilona Bogach
- Automatic Construction of (L-R)-functions by Experimental Data 55-64
  Yuri Samokhvalov
- Systems for Checking and Testing the Quality of Knowledge Based on Fuzzy Inference 65-74
  Roman Ponomarenko

### Workshop 2: Cyberspace Protection Technologies. Network and Internet Technologies

- Modeling of the Integrated Quality Assessment System of the Information Security Management System 75-84
  Tatiana Babenko, Hryhorii Hnatiienko, Vira Vialkova
- Fraud Detection Technology in Payment Systems 85-95
  Iulia Khlevna, Bohdan Koval
- RF Signals Encryption with AES in WDID 96-105
  Serhii Toliupa, Volodymyr Nakonechnyi, Maxym Kotov, Valeriia Solodovnyk
- Ensuring the Properties of Functional Stability of Manufacturing Processes Based on the Application of Neural Networks 106-116
  Valentyn Sobchuk, Yuliya Olimpiyeva, Andrii Musienko, Andrii Sobchuk
- Intellectualisation of Decision Support Systems for Computer Networks: Production-Logical F-Inference 117-126
  Yurii Kravchenko, Olesia Afanasyeva, Maksym Tyshchenko, Serhii Mykus
- Development of distributed Multi-Segment Wireless Networks for Determining External Situtions 127-137
  Andriy Dudnik, Volodymyr Kvasnikov, Olexander Trush, Tetyana Domkiv

### Workshop 3: Data Analytics

- The Technology for Determining the Level of Process Control in Complex Systems 138-148
  Volodymyr Polishchuk, Mykola Malyar, Miroslav Kelemen, Andriy Polishchuk
- A Technique for Structuring of Group Expert Judgments Formed Under Complex Forms of Ignorance 149-158
  Igor Kovalenko, Yevhen Davydenko, Alyona Shved
- An Informetric Assessment of Various Research Fields Interactions on Base of Categorized Papers in Dimensions 159-169
  Serhiy Shtovba, Mykola Petrychko
- Informational Expert System for Minimizing the Time for Searching of Failures of Ship Electrical Equipment 170-180
  Sergiy Rozhkov, Kostyantyn Kondrashov, Oksana Tereshchenkova, Maryna Falenkova
- Principles of Searching for a Variety of Types of Associative Rules in OLAP-cubes 181-192
  Hlib Horban, Ihor Kandyba, Mykhailo Dvoretskyi, Anzhela Boiko
- Optimization of the Database Structure of a Distributed Corporate Information System Node Using the Analytic Hierarchy Process 193-203
  Mykhailo Dvoretskyi, Svitlana Dvoretska, Hlib Horban, Yuriy Nezdoliy
- Modeling and Prediction of COVID-19 Using Hybrid Dynamic Model Based on SEIRD with ARIMA corrections 204-216
  Yaroslav Linder, Maksym Veres, Kateryna Kuzminova

### Workshop 4: E-commerce, E-government and E-learning Technologies. Digital Project Management Technologies

- Using yEd Software to Visualize and Analyze Project Management Knowledge Systems Data 217-226
  Dmytro Lukianov, Viktor Gogunskii, Oleksii Kolesnikov, Kateryna Kolesnikova
- Agent Modeling of Online Store Activities 227-236
  Anna Selivanova, Oleg Pursky, Yurii Yurchenko, Hanna Samoylenko, Tatiana Dubovyk
- Modern Digital Challenges and Technologies in the Educational Environment of Higher Education Institutions 237-250
  Mariia Pleskach, Valentyna Pleskach, Inna Zaiarna, Oleh Zaiarnyi
- Reflex Model of Online Learning 251-260
  Oleksii Yehorchenkov, Nataliia Yehorchenkova, Iurii Teslia
- Creating of an Educational Enviroment Using Ontology-Based Approach to E-learning Systems 261-270
  Alexander Mytnyk, Sergiy Syrota, Viacheslav Liskin, Taras Olefirenko
- The use of Graph Theory in the Implementation of Psychodiagnostic Projects on the Example of Researching the Leadership Qualities of Participants in Software Development Teams 271-283
  Dmytro Lukianov, Oleg Radyuk, Hanna Charniauskaya, Irina Basinskaya
- Priority of Values of Project Stakeholders 284-294
  Ivan Oberemok, Nataliia Oberemok

### Workshop 5: Mathematical Foundations of Information Technology

- Analytical Model with Interruption of Service of Short-term Objects with Temporary Reservation 295-307
  Borys Kredentser, Dmytro Mogylevych, Iryna Kononova, Vadym Mohylevych
- Mathematical Models of Pseudorandom Processes Behavior for Nonlinear Dynamical Systems 308-320
  George Vostrov, Andrii Khrinenko
- Convergence of Adaptive Methods for Equilibrium Problems in Hadamard Spaces 321-335
  Vladimir Semenov, Yana Vedel
- Mathematical Methods for Information Technology of Biometric Identification in Conditions of Incomplete Data 336-349
  Oleksii Bychkov, Oleksii Ivanchenko, Kateryna Merkulova, Yelyzaveta Zhabska
- Neural Networks in Application to Cryptocurrency Exchange Modeling 350-360
  Olena Liashenko, Tetyana Kravets, Yevhenii Repetskyi
- Reserch and Modeling of Filter Elements Production Process Control System Using Petri Nets 361-370
  Svitlana Popereshnyak, Anastasiya Vecherkovskaya
- Machine Learning Algorithms for Predicting the Results of COVID-19 Coronavirus Infection 371-381
  Yuri Kravchenko, Nataliia Dakhno, Olga Leshchenko, Anastasiia Tolstokorova

### Short Papers

- Minimization of Phase Error Dispersion in Closed Type Phase Synchronization Systems in Carrier Frequency Tracking Mode 382-390
  Oleksandr Turovsky, Valerii Kozlovskyi, Yurii Balaniuk, Yuliia Boiko
- Using Educational IoT System 391-399
  Alexander Provotar, Maksym Veres, Maksym Samoilenko
- Intellectual Algorithm Implementation for Megacity Traffic Management 400-408
  Peter Nikolyuk, Tatiana Neskorodieva, Eugen Fedorov, Esta Chioma
- Methodology of Building Agile-Education Processes in Higher Education Institutions 409-417
  Victoriia Mironova, Mykola Pyroh, Iryna Harko
- Automation of the Process of Troubleshooting of Ship Systems 418-426
  Oksana Tereshchenkova, Kostyantyn Kondrashov
- Advantages and Disadvantages of how to Store Data From Smart Home Devices 427-431
  Snezhana Petrova

2021-03-10: submitted by Vitaliy Snytyuk metadata incl. bibliographic data published under Creative Commons CC0
2021-04-10: published on CEUR-WS.org |valid HTML5|