| Vol-2104 urn:nbn:de:0074-2104-0 Copyright © 2018 for the individual papers by the papers' authors. Copying permitted for private and academic purposes. This volume is published and copyrighted by its editors.

# ICTERI 2018
ICT in Education, Research and Industrial Applications. Integration, Harmonization and Knowledge Transfer

### Proceedings of the 14th International Conference on ICT in Education, Research and Industrial Applications. Integration, Harmonization and Knowledge Transfer. Volume II: Workshops

### Kyiv, Ukraine, May 14-17, 2018.

Edited by

### Vadim Ermolayev *
Mari Carmen Suárez-Figueroa **
Vitaliy Yakovyna ***
Vyacheslav Kharchenko ****
Vitaliy Kobets *****
Hennadiy Kravtsov *****
Vladimir Peschanenko *****
Yaroslav Prytula ******
Mykola Nikitchenko *******
Aleksander Spivakovsky ********

* Zaporizhzhya National University, Ukraine
** Universidad Politécnica de Madrid, Spain
*** Lviv Polytechnic National University, Ukraine
**** National Aerospace University “KhAI”, Centre for Safety Infrastructure-Oriented Research and Analysis, Ukraine
***** Kherson State University, Ukraine
****** Ukrainian Catholic University, Ukraine
******* Taras Shevchenko National University of Kyiv, Ukraine
******** Verkhovna Rada of Ukraine, Kherson State University, Ukraine

## Table of Contents

- Cover and Preface
- Organization and Committees
- Sponsors and Organizers

### Part I: 6th International Workshop on Information Technologies in Economic Research (ITER 2018)

- Estimation of Currency Risks in the Process of Enterprise Foreign Economic Activity 1-16
  Valeria Yatsenko
- Production Activity of Agricultural Business Structures and Its Efficiency in Ukraine 17-29
  Nadiia Reznik, Mykola Ilchuk, Sergey Us
- The Predictive Power of the Sentiment of Financial Reports 30-44
  Jan-Hendrik Meier, Walid Esmatyar, Rasmus Frost
- The Concept of Benchmarking in Librarianship 45-57
  Antonii Rzheuskyi, Nataliia Kunanets
- Electricity Price Forecasting: A Methodological ANN-based Approach with Special Consideration of Time Series Properties 58-72
  Jan-Hendrik Meier, Stephan Schneider, Thies Schoenfeldt, Bastian Wanke, Philip Schueller
- High-Frequency Trade as a Component of Algorithmic Trading: Market Consequences 73-83
  Nadiia Reznik, Lubov Pankratova
- Neuro-Fuzzy Model of Development Forecasting and Effective Agrarian Sector Transformations of Ukraine 84-99
  Diana Nemchenko, Vitaliy Kobets, Larisa Potravka
- Universal Direct Analytic Models for the Minimum of Triangular Fuzzy Numbers 100-115
  Yuriy Kondratenko, Nina Kondratenko
- Methods of Nonlinear Dynamics and the Construction of Cryptocurrency Crisis Phenomena Precursors 116-127
  Vladimir Soloviev, Andrii Belinskyi
- Economic Modeling of Energy Security: Simulation of Economic Processes (Case of Ukraine Gas System) 128-143
  Ganna Kharlamova, Andriy Stavytskyy
- Data Analysis of Private Investment Decision Making Using Tools of Robo-Advisers in Long-Run Period 144-159
  Vitaliy Kobets, Valeria Yatsenko, Anastasia Mazur, Mykyta Zubrii
- Bitcoin Response to Twitter Sentiments 160-168
  Svitlana Galeshchuk, Oleksandra Vasylchyshyn, Andriy Krysovatyy
- Modeling the Social and Human Capital Factors Effect on the Cross-Country Income Differences 169-178
  Olena Bazhenova, Ihor Chornodid
- The Determinants of Trade Credit for Firms Listed on the Zagreb Stock Exchange: An Empirical Analysis 179-194
  Fitim Deari, Nicoleta Barbuta-Misu
- Implementation of Robo-Advisors Tools for Different Risk Attitude Investment Decisions 195-206
  Oleksii Ivanov, Oleksandr Snihovyi, Vitaliy Kobets
- Ukrainian Company Cost Accounting System Development from the Evolutionary Theory Position 207-221
  Viktoria Yatsenko
- System-Dynamic Modeling of Information Influences and Co-Operations 222-232
  Sergey Yablochnikov, Irina Yablochnikova, Vladimir Minaev, Mikhail Kuptsov, Stanislav Vidov, Vadym Shved
- Geographic Information Systems: Should They Be Used in Public Finance Reform Development? 233-242
  Tetiana Paientko
- Application of Medical Information Systems for the Implementation of Lean Technologies in the Management of Medical Institution 243-250
  Tatyana Avacheva, Sergey Yablochnikov
- Auditing of the Software of Computer Accounting System 251-262
  Oksana Adamyk, Bogdan Adamyk, Nadiya Khorunzhak
- Integrated Information and Communication System as a Basis for Strategic Partnership in Agribusiness 263-277
  Nina Shashkova, Andrii Soloviov, Kateryna Syniakova

### Part II: 3d International Workshop on Professional Retraining and Life-Long Learning, using ICT: Person-oriented Approach (3L-Person 2018)

- Cognitive Tasks Design by Applying Computer Modeling System for Forming Competences in Mathematics 278-293
  Svitlana Lytvynova
- The Group Methodology of Using Cloud Technologies in the Training of Future Computer Science Teachers 294-304
  Oleg Spirin, Vasyl Oleksiuk, Olessia Oleksiuk, Sergiy Sydorenko
- The Design and Evaluation of the Cloud-based Learning Components with the Use of the Systems of Computer Mathematics 305-317
  Mariya Shyshkina, Ulyana Kohut, Maiia Popel
- Model of Professional Retraining of Teachers Based on the Development of STEM Competencies 318-331
  Nadiia Balyk, Olga Barna, Galyna Shmyger, Vasyl Oleksiuk
- The Concept, Principles of Design and Implementation of the University Cloud-based Learning and Research Environment 332-347
  Olena Glazunova, Mariya Shyshkina
- Organization of Independent Studying of Future Bachelors in Computer Science within Higher Education Institutions of Ukraine 348-358
  Proskura Svitlana, Lytvynova Svitlana
- Scheduling Algorithms Exploring via Robotics Learning 359-365
  Pavlo Merzlykin, Natalia Kharadzjan, Dmytro Medvediev, Iryna Zakarliuka, Liliia Fadieieva
- Digital Competency of the Students and Teachers in Ukraine: Measurement, Analysis, Development Prospects 366-379
  Olena Kuzminska, Mariia Mazorchuk, Nataliia Morze, Vitaliy Pavlenko, Aleksander Prokhorov
- Cognitive Abilities’ Research Technology as a Tool for STEM-Education 380-387
  Oleksandr Burov, Iryna Parkhomenko, Olena Burmak, Yaroslav Vasilchenko
- CoCalc as a Learning Tool for Neural Network Simulation in the Special Course "Foundations of Mathematic Informatics" 388-403
  Oksana Markova, Serhiy Semerikov, Maiia Popel
- Models and Applied Tools for Prediction of Student Ability to Effective Learning 404-411
  Oleg Spirin, Oleksandr Burov
- Using Blippar Augmented Reality Browser in the Practical Training of Mechanical Engineers 412-419
  Andrii Striuk, Maryna Rassovytska, Svitlana Shokaliuk
- Development of Rating Systems for Scientometric Indices of Universities 420-430
  Alexander Spivakovsky, Maxim Vinnik, Maksym Poltorackiy, Yuliia Tarasich, Kateryna Panova, Anton Melnichenko
- Experience of Foundation STEM-School 431-446
  Nataliya Kushnir, Nataliia Valko, Nataliia Osipova, Tatiana Bazanova
- Practical Realizationof English Knowledge Control of Future IT-specialists Using Distance Learning 447-461
  Olha Hniedkova
- Design and Development of MOOCs 462-471
  Zarema Seidametova
- Mathematical Models of Supporting the Solution of the Algebra Tasks in Systems of Computer Mathematics for Educational Purposes 472-487
  Michael Lvov, Irina Chernenko, Ludmila Shishko, Evgen Kozlovsky
- Model of the Curriculum Revision System in Computer Science 488-500
  Hennadiy Kravtsov, Vitaliy Kobets

### Part III: 4th International Workshop on Theory of Reliability and Markov Modelling for Information Technologies (TheRMIT 2018)

- Multi-Criteria Selection of the Wireless Communication Technology for Specialized IoT Network 501-516
  Yuriy Kondratenko, Galyna Kondratenko, Ievgen Sidenko
- Patching the Firewall Software to Improve the Availability and Security: Markov Models for Internet of Things Based Smart Business Center 517-529
  Maryna Kolisnyk, Iryna Piskachova, Vyacheslav Kharchenko
- A Markov Model of Healthcare Internet of Things System Considering Failures of Components 530-543
  Anastasiia Strielkina, Vyacheslav Kharchenko, Dmytro Uzun
- Reducing Power Consumption of Measurement and Control Modules Fed with Autonomous Power Supply 544-554
  Pavlo Bykovyy, Anatoliy Sachenko, Volodymyr Kochan, Oleksandr Osolinskyi, Roman Kochan
- Information Technology of Evaluating the Sufficiency of Information on Quality in the Software Requirements Specifications 555-570
  Tetiana Hovorushchenko, Oksana Pomorova
- Availability as a Cloud Service for Control System of Critical Energy Infrastructure 571-582
  Oleg Ivanchenko, Vyacheslav Kharchenko, Borys Moroz, Leonid Kabak, Kyrylo Smoktii, Yuriy Ponochovnyi
- Model of Information and Control Systems in Smart Buildings with Separate Maintenance by Reliability and Security 583-595
  Yuriy Ponochovniy, Vyacheslav Kharchenko, Mustafa Alsudani, Aleksandr Ivasiuk, Oleg Ivanchenko
- Synthesis of a Quite Proof Cryptosystem with Increased Unicity Distance for Cloud Computing 596-607
  Sergiy Gnatyuk, Viktor Gnatyuk, Volodymyr Klimchuk, Eugene Samoylik, Dmytro Prysiazhnyy, Volodymyr Buryachok
- Reliability-Oriented Approach for UAV Flight Control System Structural Optimization 608-623
  Yuriy Pashchuk, Bohdan Volochiy, Yuriy Salnyk, Volodymyr Ozharevskyi
- RAMS Issues in Hotels Management 624-636
  Vladimir Sklyar, Vyacheslav Kharchenko
- Comparative Reliability Analysis of Reactor Trip System Architectures: Industrial Case 637-648
  Aleksei Vambol, Vyacheslav Kharchenko
- Deterministic and Stochastic Models of Decision Making in Air Navigation Socio-Technical System 649-656
  Tetiana Shmelova, Yuliya Sikirda, Claudio Scarponi, Antonio Chialastri
- High-Performance Reliable Block Encryption Algorithms Secured against Linear and Differential Cryptanalytic Attacks 657-668
  Sergiy Gnatyuk, Vasyl Kinzeryavyy, Maksim Iavich, Dmytro Prysiazhnyi, Khalicha Yubuzova
- Automation System for Configuration of Cryptographic Data Protection Unit Model 669-679
  Ivan Zholubak, Mohammed Kadhim Rahma, Valeriy Hlukhov
- The Technique for Metamorphic Viruses’ Detection Based on Its Obfuscation Features Analysis 680-687
  George Markowsky, Oleg Savenko, Sergii Lysenko, Andrii Nicheporuk
- DDoS Botnet Detection Technique Based on the Use of the Semi-Supervised Fuzzy c-Means Clustering 688-695
  Sergii Lysenko, Oleg Savenko, Kira Bobrovnikova

### Part IV: 2nd International Workshop on Rigorous Methods in Software Engineering (RMSE 2018)

- Category Methods for Analysis of Two Approaches to Modelling Logical Time Based on Concept of Clocks 696-706
  Grygoriy Zholtkevych, Hassan Khalil El Zein, Lyudmila Polyakova
- Toward Synthesis of Event-Pattern Detectors for Event Complex Processing with Using Machine Learning 707-715
  Grygoriy Zholtkevych, Stanislav Lukyanenko, Natalya Polyakovska
- On the Sequence Rule for the Floyd-Hoare Logic with Partial Pre- and Post-Conditions 716-724
  Ievgen Ivanov, Mykola Nikitchenko

### Part V: 1st International Workshop on Data Science EDUcation: Challenges, Opportunities and Trends (DSEDU 2018)

- Challenge-Based Learning in Computational Biology and Data Science 725-733
  Emilio Serrano, Martin Molina, Daniel Manrique, Javier Bajo
- Architecting Data Science Education 734-746
  Vadim Ermolayev, Mari Carmen Suarez-Figueroa, Oleksii Molchanovskyi

- Author Index

2018-05-26: submitted by Vitaliy Yakovyna metadata incl. bibliographic data published under Creative Commons CC0
2017-05-28: published on CEUR-WS.org |valid HTML5|