| Vol-2732 urn:nbn:de:0074-2732-3 Copyright © 2020 for the individual papers by the papers' authors. Copyright © 2020 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).

# ICTERI 2020
ICT in Education, Research and Industrial Applications. Integration, Harmonization and Knowledge Transfer

### Proceedings of the 16th International Conference on ICT in Education, Research and Industrial Applications. Integration, Harmonization and Knowledge Transfer. Volume II: Workshops

### Kharkiv, Ukraine, October 06-10, 2020.

Edited by

### Oleksandr Sokolov *
Grygoriy Zholtkevych **
Vitaliy Yakovyna ***
Yulia Tarasich ****
Vyacheslav Kharchenko *****
Vitaliy Kobets ****
Olexandr Burov ******
Serhiy Semerikov *******
Hennadiy Kravtsov ****

* Nicolaus Copernicus University, Poland
** V.N. Karazin Kharkiv National University, Ukraine
*** Lviv Polytechnic National University, Ukraine, University of Warmia and Mazury in Olsztyn, Poland
**** Kherson State University, Ukraine
***** National Air-Space University "Kharkiv Aviation Instistute", Ukraine
****** Institute of Information Technologies and Learning Tools of NAES of Ukraine, Ukraine
******* Kryvyi Rih State Pedagogical University, Ukraine

## Table of Contents

- Cover and Preface
  Summary: There were 233 papers submitted for peer-review to this workshop. Out of these, 101 papers were accepted for this volume, 82 as regular papers, 13 as short papers, and 6 as discussion papers. The acceptance rate was 43.3 percent.
- Organization and Committees
- Sponsors and Organizers

### Part I: Rigorous Methods in Software Engineering and Blockchain Technologies (RMSEBT 2020)

- Global Digital Identity and Public Key Infrastructure 1-12
  Oleksandr Kurbatov, Pavel Kravchenko, Nikolay Poluyanenko, Yevhenii Demenko, Tetiana Kuznetsova
- The Computational Modeling: Dynamic Quantum Model Approach 13-28
  Alexander Weissblut
- Understanding Clock Constraints Coalgebraically 29-41
  Grygoriy Zholtkevych, Maksym Labzhaniia
- Platform for Modeling of Algebraic Behavior: Experience and Conclusions 42-57
  Oleksandr Letychevskyi, Volodymyr Peschanenko, Maksym Poltoratskyi, Yuliia Tarasich
- A Roadmap For Implementing The Sustainable Software Engineering Curricula In Ukraine According To European E-Competence Framework And Student-Centered Learning Conception 58-69
  Ihor Turkin, Olena Kirilenko
- On Induction for Diamond-Free Directed Complete Partial Orders 70-73
  Ievgen Ivanov
- Machine Learning and Disk-based Methods for Qualitative Verification of Markov Decision Processes 74-88
  Mohammadsadegh Mohagheghi, Khayyam Salehi
- Machine Learning Methods in Medicine Diagnostics Problem 89-101
  Viktoriia Strilets, Nina Bakumenko, Volodymyr Donets, Serhii Chernysh, Mykhaylo Ugryumov, Tamara Goncharova

### Part II: 6th International Workshop on Theory of Reliability and Markov Modeling for Information Technologies (TheRMIT 2020)

- Methodology for the Selection of an Optimal Location of Remote Tower Centre 102-115
  Tetiana Shmelova, Svitlana Kredentsar, Maksym Yastrub
- Choice Method of Analytical Platform for Smart Cities 116-127
  Ihor Bodnarchuk, Oleksii Duda, Alexander Kharchenko, Nataliia Kunanets, Oleksandr Matsiuk, Volodymyr Pasichnyk
- Method of Forming a Logical Conclusion about Legal Responsibility in the Cybersecurity Domain 128-135
  Tetiana Hovorushchenko, Alla Herts, Olga Pavlova
- Experimental FMECA-based Assessing of the Critical Information Infrastructure Importance in Aviation 136-156
  Viktoriia Sydorenko, Sergiy Gnatyuk, Andrii Fesenko, Yaroslav Yevchenko, Andrii Tolbatov, Yuliia Sotnichenko
- Case-Based and Project-Based Methods for Effective E-learning in ICT Safety and Security 157-170
  Vladimir Sklyar, Vyacheslav Kharchenko
- Technique for Cyberattacks Detection Based on DNS Traffic Analysis 171-182
  Sergii Lysenko, Kira Bobrovnikova, Oleg Savenko, Roman Shchuka
- Improved Secure Stream Cipher for Cloud Computing 183-197
  Sergiy Gnatyuk, Maksim Iavich, Vasyl Kinzeryavyy, Tetyana Okhrimenko, Yuliia Burmak, Iuliia Goncharenko
- An Android Malware Detection Method Based on CNN Mixed-Data Model 198-213
  Andrii Nicheporuk, Oleg Savenko, Anastasiia Nicheporuk, Yuriy Nicheporuk
- New Technique for Hiding Data Using Adaptively Generated Pseudorandom Sequences 214-227
  Alexandr Kuznetsov, Alexey Smirnov, Diana Kovalchuk, Tetiana Kuznetsova
- Cryptographically Properties of Random S-Boxes 228-241
  Konstantin Lisitskiy, Irina Lisitska, Alexandr Kuznetsov

### Part III: 8th International Workshop Information Technology in Economic Research (ITER 2020)

- Impact of the Environmental Externalities and Technological Progress on the Stability of Economic System Development on the Example of the Ingulets River Basin 242-255
  Vitaliy Kobets, Iryna Shakhman, Anastasiia Bystriantseva
- A Hybrid Approach for Feature Selection in Data Mining Modeling of Credit Scoring 256-269
  Galyna Chornous, Kostiantyn Pysanets, Nataliia Yakovenko
- Open Data in Electrical Energy Balancing of Ukraine: Green Deal and Security Aspects 270-281
  Svitlana Kolosok, Iuliia Myroshnychenko, Liudmyla Zakharkina
- Modeling of Effectiveness of Media Investment Based on Data Science Technologies for Ukrainian Bank 282-289
  Oleksandr Chernyak, Yana Fareniuk
- Web-Service Management System for Job Search Using Competence- Based Approach 290-302
  Vitaliy Kobets, Nikita Tsiuriuta, Valerii Lytvynenko, Valentyna Mykhaylova
- Information System for Controlling Transport-Technological Unit With Variable Mass 303-312
  Yevhen Kalinin, Dmytro Klets, Mykhailo Shuliak, Anton Kholodov
- Development of Information System to Model Cyclic Fluctuations of Economic Time Series 313-328
  Andriy Stavytskyy, Ganna Kharlamova, Mariia Naumova
- Item Matching Based on Collection and Processing Customer Perception of Images 329-337
  Olga Cherednichenko, Maryna Vovk, Oksana Ivashchenko
- Deliverology Implementation at the Local Government Level of Ukraine 338-350
  Andrii Buriachenko, Tetiana Zhyber, Tetiana Paientko
- Developing Practical Recommendations for Increasing the Level of Digital Business Transformation Index 351-362
  Iryna Strutynska, Lesia Dmytrotsa, Halyna Kozbur, Liliya Melnyk, Olha Hlado
- Integration of Delivery Services Business Cases for Improvement of Business and Environmental Sustainability of E-Commerce Solutions 363-376
  Valentyn Yanchuk, Dmitry Antoniuk, Andrii Tkachuk, Elena Maestri, Oleksandr Vizghalov
- Cost Modeling of Business Processes and Structure of Discrete Accounting Objects: Experience of Restaurant Business 377-384
  Viktoria Yatsenko
- Risks of the Methodology for Forecasting the Price of Bitcoin and the Frequency of its Online Requests in the Digitalization of Economic Systems 385-400
  Hanna Kucherova, Dmytro Ocheretin, Vita Los, Natalia Venherska
- Deep Learning Forecasts of the Electricity Price with Special Consideration of the Electricity Supply 401-410
  Stephan Schneider, Jan-Hendrik Meier, Darya Sizova, Cansu Tanriver
- Neuro-Genetic Hybrid System for Management of Organizational Development Measures 411-422
  Olena Skrynnyk, Tetyana Vasilyeva
- Do Commodities Determine the EU Emission Allowances Price? 423-437
  Jan-Hendrik Meier, Norman Voss
- The General Dynamic Market Model and Software Application for Support Modeling Process 438-445
  Alexander Weissblut, Nickle Korotaev
- Mathematical-Logistic Model of Integrated Production Structure of Food Production 446-454
  Andrey Mokhnenko, Vitalina Babenko, Oleksandr Naumov, Iryna Perevozova, Oleksandr Fedorchuk
- Lyapunov Exponents as Indicators of the Stock Market Crashes 455-470
  Vladimir Soloviev, Andrii Bielinskyi, Oleksandr Serdyuk, Victoria Solovieva, Serhiy Semerikov
- Simulation of Agricultural Policy Scenarios Using the AGMEMOD Model 471-486
  Anatolii Dibrova, Liubov Pankratova, Iryna Cheban
- Targeting Model of HEI Video Marketing based on Classification Tree 487-498
  Hrystyna Lipyanina, Svitlana Sachenko, Taras Lendyuk, Anatoliy Sachenko
- Identifying the Gaps in the Preparing of a Business Analyst between the Requirements of the Labor Market and the Standards of Study Programs: Case of Ukraine 499-514
  Vitaliy Kobets, Valeria Yatsenko, Lesia Buiak
- The Data Association Algorithm for the Formation of Optional IT-Courses List System 515-531
  Andrii Roskladka, Nataliia Roskladka, Ganna Kharlamova, Andriy Stavytskyy

### Part IV: V International Workshop on Professional Retraining and Life-Long Learning using ICT: Person-oriented Approach (3L-Person)

- Educational Computer Modelling in Natural Sciences Education: Chemistry and Biology Aspects 532-546
  Svitlana Lytvynova, Mariia Medvedieva
- The Review of the Adaptive Learning Systems for the Formation of Individual Educational Trajectory 547-558
  Kateryna Osadcha, Viacheslav Osadchyi, Serhiy Semerikov, Hanna Chemerys, Alona Chorna
- Personalized and Adaptive ICT-Enhanced Learning: A Brief Review of Research from 2010 to 2019 559-571
  Viacheslav Osadchyi, Iryna Krasheninnik, Oleg Spirin, Serhii Koniukhov, Tetiana Diuzhykova
- A Method to Ensure the Effectiveness and Attractiveness of E-Learning. Human-Oriented Systemic Ergonomic Approach 572-582
  Evgeniy Lavrov, Olga Siryk, Pavel Chabanenko
- ICT Evolution: from Single Computational Tasks to Modeling of Life 583-590
  Oleksandr Burov, Valeriy Bykov, Svitlana Lytvynova
- Cloud Resources and Services for Development of Self-Educational Competence of Future IT Specialists: Business Process Modelling and Examples of Using 591-606
  Olena Glazunova, Tetyana Voloshyna, Andrii Gurzhii, Valentyna Korolchuk, Oleksandra Parhomenko, Taisia Sayapina, Tetiana Semyhinivska
- Research on Metacognitive Skills of Software Testers: a Problem Statement 607-618
  Oleksandr Jr. Gura, Oleksandr Gura, Tetiana Gura, Ludmila Chernikova
- Analysis of Ergonomic Indicators and Compliance with the Principles of the Instructional Design of Education Courses in Adaptive Learning Systems 619-633
  Hanna Chemerys, Kateryna Osadcha, Viacheslav Osadchyi, Iryna Naumuk, Hanna Ustiuhova
- Use of AR/VR Technologies in the Development of Future Specialists' Stress Resistance: Experience of STEAM-Laboratory and Laboratory of Psychophysiological Research Cooperation 634-649
  Viacheslav Osadchyi, Hanna Varina, Evgeniy Prokofiev, Iryna Serdiuk, Svetlana Shevchenko
- Mobile Learning Approach as a Supplementary Approach in the Organization of the Studying Process in Educational Institutions 650-664
  Svitlana Proskura, Svitlana Lytvynova, Olga Kronda, Nataliia Demeshkant
- Using Massive Open Online Courses in Teaching the Subject "Computer Networks" to the Future IT Specialists 665-676
  Tetiana Vakaliuk, Andrii Yefimenko, Viktoriia Bolotina, Yelyzaveta Bailiuk, Oleksandra Pokotylo, Svitlana Didkivska
- An Approach to ICT Professionals' Skills Assessment based on European e-Competence Framework 677-692
  Volodymyr Sokol, Mykola Tkachuk, Mykhaylo Godlevskiy, Mariia Bilova, David Studenikin
- Simulating Systems for Advanced Training and Professional Development of Energy Specialists in Power Sector 693-708
  Viktor Gurieiev, Yulii Kutsan, Anna Iatsyshyn, Andrii Iatsyshyn, Valeriia Kovach, Evgen Lysenko, Volodymyr Artemchuk, Oleksandr Popov
- The Use of ICT in the Flip Teaching of Future Mathematics Teachers 709-720
  Tetiana Hodovaniuk, Tetiana Makhometa, Irina Tiahai, Mariia Medvedieva, Svitlana Pryshchepa
- Electronic Textbooks for Ukrainian Education: Statistics, Models of Development, Quality Problems 721-733
  Maryna Zhenchenko, Oksana Melnyk, Viktoriia Miroshnychenko, Igor Zhenchenko
- Students Academic Achievement Assessment in Higher Education Institutions 734-745
  Svitlana Proskura, Svitlana Lytvynova, Olga Kronda
- Attitude of Ukrainian Educators toward the Use of Digital Tools for Teaching and Professional Development: Survey Results 746-755
  Oksana Ovcharuk
- Developing Training Materials for the On-Line Course "Project Method in Teaching Higher Mathematics" 756-769
  Kateryna Vlasenko, Oksana Kondratyeva, Inna Khyzhniak, Olena Chumak, Sergey Volkov
- Engineering in Educational Institutions: Standards for Arduino Robots as an Opportunity to Occupy an Important Niche in Educational Robotics in the Context of Manufacturing 4.0 770-785
  Olena Hrybiuk, Olena Vedyshcheva, Petro Lukavyi, Anton Ivaniuk, Natalia Kulish
- ICT for Training and Evaluation of the Solar Impact on Aviation Safety 786-792
  Olga Pinchuk, Oleksandra Sokolyuk, Oleksandr Burov, Evgeniy Lavrov, Svitlana Shevchenko, Valeriia Aksakovska
- Learning Style Identification System: Design and Data Analysis 793-807
  Olena Glazunova, Nataliia Morze, Bella Golub, Oleksandr Burov, Tetyana Voloshyna, Oleksandra Parhomenko

### Part V: 8th Illia O. Teplytskyi Workshop Computer Simulation in Education (CoSinE 2020)

- Using Game Dev Tycoon to Create Professional Soft Competencies for Future Engineers-Programmers 808-822
  Tetiana Vakaliuk, Valerii Kontsedailo, Dmytro Antoniuk, Olha Korotun, Serhiy Semerikov, Iryna Mintii
- Formal Approaches to Identify Cadet Fatigue Factors by Means of Marine Navigation Simulators 823-838
  Pavlo Nosov, Andrii Ben, Serhii Zinchenko, Ihor Popovych, Vadym Mateichuk, Halyna Nosova
- Choice of Ship Management Strategy Based on Wind Wave Forecasting 839-853
  Lyudmila Kravtsova, Tatyana Zaytseva, Anna Puliaieva
- The Procedures of Logistic Transport Systems Simulation in the Petri Nets Environment 854-868
  Olexiy Pavlenko, Denys Velykodnyi, Olena Lavrentieva, Sergiy Filatov
- Combining Programming and Mathematics through Computer Simulation Problems 869-880
  Zarema Seidametova
- Guessing Games Experiments in School Education and Their Analysis 881-892
  Oleksii Ignatenko
- Application of Open and Specialized Geoinformation Systems for Computer Modelling Studying by Students and PhD Students 893-908
  Andrii Iatsyshyn, Anna Iatsyshyn, Valeriia Kovach, Iryna Zinovieva, Volodymyr Artemchuk, Oleksandr Popov, Olha Cholyshkina, Oleksandr Radchenko, Oksana Radchenko, Anastasiia Turevych
- Fluid Flow Modeling in Houdini 909-917
  Oleksandr Holub, Mykhailo Moiseienko, Natalia Moiseienko
- Interactive Augmented Reality Technologies for Model Visualization in the School Textbook 918-933
  Hennadiy Kravtsov, Anastasiia Pulinets
- Exploring Students' Views on ICT Skills as the Components of Journalists' Professional Competence: EDM Aspect 934-947
  Antonina Hryvko, Olexii Sytnyk, Yurii Zhuk
- Education Statistics: Looking for Case-Study for Modeling 948-963
  Liubov Panchenko, Andrii Khomiak
- Linux Online Virtual Environments in Teaching Operating Systems 964-973
  Olena Holovnia
- Development and Using of a Virtual Laboratory to Study the Graph Algorithms for Bachelors of Software Engineering 974-983
  Andrii Striuk, Olena Rybalchenko, Svitlana Bilashenko
- Virtual Chemical Laboratories as a Tools of Supporting the Learning Research Activity of Students in Chemistry While Studying the Topic "Solutions" 984-995
  Pavlo Nechypurenko, Olha Evangelist, Tetiana Selivanova, Yevhenii Modlo
- Demand and Learning Environment to Provide English-Language Learning at Technical Universities in Ukraine 996-1011
  Yurii Konovalenko, Svitlana Garkavenko, Tetiana Derkach, Oksana Morgulets
- A Unification of the Study of Terminological Resource Management in the Automated Translation Systems as an Innovative Element of Technological Training of Translators 1012-1027
  Rostyslav Tarasenko, Svitlana Amelina
- Methods of Designing Digital Learning Technologies for Developing Primary School Pre-Service Teachers' 21st Century Skills 1028-1043
  Mariya Leshchenko, Viktoriia Hrynko, Oleksandr Kosheliev
- Minimalism in Designing User Interface of the Online Platform "Higher School Mathematics Teacher" 1044-1057
  Kateryna Vlasenko, Daria Kovalenko, Olena Chumak, Iryna Lovianova, Sergii Volkov
- Selection of Mobile ICT for Learning Informatics of Future Professionals in Engineering Pedagogy 1058-1068
  Viktoriia Tkachuk, Serhiy Semerikov, Yuliia Yechkalo, Svitlana Khotskina, Vladimir Soloviev

### Part VI: 4th International Workshop Methods, Resources and Technologies for Open Learning and Research (MROL 2020)

- Organizational and Pedagogical Conditions of ICT Health-Saving Usage at School: Guidelines for Teachers 1069-1081
  Yuliia Nosenko, Alisa Sukhikh, Oksana Dmytriienko
- Providing the Fundamentalisation of Operations Research Learning Using MAXIMA System 1082-1096
  Uliana Kohut, Mariya Shyshkina
- The Digital Capabilities Model of University Teachers in the Educational Activities Context 1097-1112
  Nadiia Balyk, Yaroslav Vasylenko, Galina Shmyger, Vasyl Oleksiuk, Olga Barna
- The Use of Electronic Open Journal Systems in Scientific and Pedagogic Research: Results of Experiment 1113-1128
  Liliia Luparenko
- Formation of Personalized Learning Path for Foreign Students Based on the MOODLE E-learning Platform Using SCORM-package 1129-1140
  Anna Puliaieva, Lyudmyla Kravtsova, Tatyana Zaytseva
- The Key Features of the CoCalc Cloud Service Use in the Process of Mathematics and Science Teachers Training 1141-1151
  Maiia Marienko, Kateryna Bezverbna
- Distance Learning Technologies in Institution of Higher Education by Means of LCMS Moodle 1152-1163
  Nataliya Kushnir, Nataliia Osypova, Nataliia Valko, Liudmyla Kuzmich
- Creation the Site-Quest by using the Cloud Services: From the Experience of Teaching Future Teachers 1164-1171
  Nataliia Khmil, Iryna Morkvian, Olesia Kyselova
- Implementation of E-assessment in Higher Education 1172-1186
  Hanna Shalatska, Olena Zotova-Sadylo, Olexandr Makarenko, Larysa Dzevytska
- Cloud Services in the Distance Learning System for Future Sailors 1187-1202
  Lyudmyla Kravtsova, Nataliia Kaminska, Hennadiy Kravtsov
- Augmented and Virtual Reality Technologies in Teacher Retraining 1203-1216
  Nataliia Osypova, Olena Kokhanovska, Galina Yuzbasheva, Hennadiy Kravtsov
- Exploring Student Uses of Mobile Technologies in University Classrooms: Audience Response Systems and Development of Multimedia 1217-1232
  Viktoriia Tkachuk, Yuliia Yechkalo, Serhiy Semerikov, Maria Kislova, Valentyna Khotskina
- The Use of Digital Technologies for Flipped Learning Implementation 1233-1248
  Oksana Klochko, Vasyl Fedorets, Svitlana Tkachenko, Olena Maliar
- Information and Communication Technologies in the Study of Mathematical Methods in Psychology 1249-1259
  Svitlana Pochtovyuk, Varvara Chernenko, Tetiana Vakaliuk
- Methodology for Teachers' Digital Competence Developing through the Use of the STEAM-oriented Learning Environment 1260-1271
  Nataliia Soroko
- Blended Learning Method for Improving Students' Media Literacy Level 1272-1285
  Yulia Krylova-Grek, Mariya Shyshkina
- Measuring the Effectiveness of the Implementation of Individual Educational Trajectories by University Students 1286-1297
  Maksym Vinnyk, Maksym Poltoratskiy, Yevheniia Spivakovska, Tatiana Vinnyk, Lidiia Bondarenko, Yevheniia Revenko
- Experience in the Use of Mobile Technologies as a Physics Learning Method 1298-1313
  Tatiana Goncharenko, Nataliia Yermakova-Cherchenko, Yelyzaveta Anedchenko
- Comparison of Open Learning Forms in Organizational Education 1314-1328
  Olena Skrynnyk, Tetiana Vasilyeva
- Designing a Chat Bot for Learning a Subject in a Telegram Messenger 1329-1340
  Ivan Tsidylo, Sergiy Samborskiy, Stanislav-Ivan Mazur, Maria Zamoroz

- Author Index

2020-11-08: submitted by Vitaliy Yakovyna, metadata incl. bibliographic data published under Creative Commons CC0
2020-11-08: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|