| Vol-3132 urn:nbn:de:0074-3132-6 Copyright © 2022 for the individual papers by the papers' authors. Copyright © 2022 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-2021
Information Technology and Implementation 2021

### Selected Papers of the VIII International Scientific Conference “Information Technology and Implementation" (IT&I-2021). Conference Proceedings

### Kyiv, Ukraine, December 01-03, 2021.

Edited by

### Anatoly Anisimov *
Vitaliy Snytyuk *
Aldrich Chris **
Andreas Pester ***
Frederic Mallet ****
Hiroshi Tanaka *****
Iurii Krak *
Karsten Henke ******
Mykola Nikitchenko *
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, 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 99 papers submitted for peer-review to this conference. Out of these, 29 papers were accepted for this volume, 19 as regular papers and 10 as short papers.

### Section 1: Artificial Intelligence Technologies

- Automated Bot Detection Based on Coherence Metric 1-12
  Oleksandr Marchenko, Mariam Isoieva
- Optimizing Algorithms of Text Detection on Images for Mobile Device Using Structural Approaches 13-23
  Vasyl Tereshchenko, Yaroslav Tereshchcenko
- Improving the Prediction Quality for a Multi-Section Transport Conveyor Model Based on a Neural Network 24-38
  Oleh Pihnastyi, Olha Ivanovska
- Applying the Neural Network Technologies for Cyclohexane Industrial Oxidation Data Analysis 39-49
  Sergiy Zagorodnyuk, Bohdan Sus, Oleksandr Bauzha, Taras Chaikivskyi

### Section 2: Data Analytics & Digital Project Management Technologies

- Product Valuation Modeling in Hybrid Recommendation Systems 50-62
  Galyna Chornous, Tetiana Lem
- Comparative Analysis of Basic Approaches to Implementing Model-Based Recommendation Systems Based on Implicit Economic Information 63-72
  Yurii Kryvenchuk, Viktoriia Lakiza, Yuliia Bidak, Iryna Myskiv
- Hierarchical Evaluation Methodology for Software Requirements Prioritization 73-82
  Vira Liubchenko, Nataliia Komleva, Svitlana Zinovatna
- Clustering Time Series of Complex Dynamics by Features 83-93
  Lyudmyla Kirichenko, Oksana Pichugina, Hlib Zinchenko
- Mathematical Word Problem Solution Evaluation via Data Preprocessing Approach 94-103
  Andrii D. Nikolaiev, Anatoliy V. Anisimov

### Section 3: Mathematical Foundations of Information Technology

- On Parallel Processing of Machine Learning Based On Big Data and Voronoi Tessellation 104-113
  Vasyl Martsenyuk, Marcin Bernas, Aleksandra Klos-Witkowska, Tomasz Gancarczyk
- Forecast Method Based on the Time-Delay Mean Field Boltzmann Machine 114-124
  Oleg Grygor, Eugene Fedorov, Olga Nechyporenko
- Variational Method for Solving the Viscoelastic Deformation Problem in Biomaterials with Fractal Structure 125-134
  Volodymyr Shymanskyi, Yaroslav Sokolovskyy
- Hybrid GMDH Deep Learning Networks - State-of Art and New Prospective Trends 135-145
  Yuriy Zaychenko, Galib Hamidov

### Section 4: Cyberspace Protection Technologies & Network and Internet Technologies

- Driving Adoption of Agricultural IoT Solutions Through Product Design 146-155
  Jakub Štěpán Novák, Jan Masner, Petr Benda , Alexandr Vasilenko
- Model for Determining the Protection Level of a Complex System 156-165
  Tetiana Babenko, Hryhorii Hnatiienko, Andrii Bigdan
- Comparative Evaluation of a Universities’ Websites Quality 166-175
  Yuri Kravchenko, Olga Leshchenko, Nataliia Dakhno, Maksym Radko
- Web Application for an Information System for Diagnosing the Quality of Electricity Consumers Using Cloud Technologies 176-185
  Nikolay Kiktev, Alexey Kutyrev, Dmitriy Khort, Oleksii Kalivoshko
- Towards an Approach to Organization of Decentralized Business Process Model Repository 186-197
  Andrii Kopp, Dmytro Orlovskyi, Sergey Orekhov
- IoT and GIS Data Platform Solutions in Agricultural 198-210
  Vojtěch Novák, Lukáš Kovář, Michal Stočes, Martin Havránek

### Short Papers

- Reverse Multi-Delimiter Codes in English and Ukrainian Natural Language Text Compression 211-219
  Igor Zavadskyi, Viktoriia Zavadska
- Three-Dimensional Convolutions and Temporal Data for Sign Language Recognition 220-228
  Serhii Kondratiuk, Iurii Krak, Vladislav Kuznetsov, Anatoliy Kulias
- Alternative Method of Cryptocurrency Wallets Managing 229-236
  Gabit Omarov, Dzholdas Dzhuruntayev, Andriy Fesenko, Sanzhar Umbet, Serhii Dorozhynskyi
- Increasing Survivability of Technological Systems Based on the Technology of Programmable Logic Device 237-245
  Serhii Shtanenko, Yurii Samokhvalov, Serhii Toliupa, Oleksiy Silko
- Human Resource Management in International Educational Service 246-253
  Huan Zhou, Kateryna Kolesnikova, Viktor Morozov, Oleksandr Ryzhkov
- Statistical and Geometrical Approaches to Homogeneity Testing 254-262
  Dmitriy Klyushin, Kateryna Golubeva
- Development of a Method to Find the Location of a Logistics Hub 263-271
  Oksana Mulesa, Oleksandr Mitsa, Tamara Radivilova, Igor Povkhan, Olena Melnyk
- Construction of a Mathematical Model of the Heart Muscle 272-280
  Oleksii Byckov, Evgen Gurko, Denys Khusainov, Andriy Shatyrko, Bedrich Puza, Veronika Novotna
- Solving the Problem of Vehicle Routing on Modern Quantum-Classical Cloud Services 281-289
  Leonid Hulianytskyi, Vyacheslav Korolyov, Oleksandr Khodzinskyi
- Student – Training Environment Interaction: Soft Skills Development within E-learning 290-298
  Tetyana Sergeyeva, Dorin Festeu, Sergiy Bronin, Natalya Turlakova

2022-04-27: submitted by Vitaliy Snytyuk, metadata incl. bibliographic data published under Creative Commons CC0
2022-05-02: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|