Information and Communication Technologies in Education

Communications in Computer and Information Science 783

Commenced Publication in 2007 Founding and Former Series Editors: Alfredo Cuzzocrea, Xiaoyong Du, Orhun Kara, Ting Liu, Dominik Ślęzak, and Xiaokang Yang

Editorial Board Simone Diniz Junqueira Barbosa Pontiﬁcal Catholic University of Rio de Janeiro (PUC-Rio), Rio de Janeiro, Brazil Phoebe Chen La Trobe University, Melbourne, Australia Joaquim Filipe Polytechnic Institute of Setúbal, Setúbal, Portugal Igor Kotenko St. Petersburg Institute for Informatics and Automation of the Russian Academy of Sciences, St. Petersburg, Russia Krishna M. Sivalingam Indian Institute of Technology Madras, Chennai, India Takashi Washio Osaka University, Osaka, Japan Junsong Yuan Nanyang Technological University, Singapore, Singapore Lizhu Zhou Tsinghua University, Beijing, China More information about this series at http://www.springer.com/series/7899 Athula Ginige • Heinrich C. Mayr Dimitris Plexousakis • Vadim Ermolayev Mykola Nikitchenko • Grygoriy Zholtkevych Aleksander Spivakovskiy (Eds.)

Information and Communication Technologies in Education, Research, and Industrial Applications 12th International Conference, ICTERI 2016 Kyiv, Ukraine, June 21–24, 2016 Revised Selected Papers

123 Editors Athula Ginige Mykola Nikitchenko Western Sydney University Taras Shevchenko National University Penrith, NSW of Kyiv Australia Kiev Ukraine Heinrich C. Mayr Institute of Applied Informatics Grygoriy Zholtkevych Alpen-Adria-Universität Klagenfurt V.N. Karazin Kharkiv National University Klagenfurt Kharkiv Austria Ukraine Dimitris Plexousakis Aleksander Spivakovskiy University of Crete Kherson State University Heraklion Kherson Greece Ukraine Vadim Ermolayev Zaporozhye National University Zaporozhye, Zaporiz’ka Ukraine

ISSN 1865-0929 ISSN 1865-0937 (electronic) Communications in Computer and Information Science ISBN 978-3-319-69964-6 ISBN 978-3-319-69965-3 (eBook) https://doi.org/10.1007/978-3-319-69965-3

Library of Congress Control Number: 2017957679

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This Springer imprint is published by Springer Nature The registered company is Springer International Publishing AG The registered company address is: Gewerbestrasse 11, 6330 Cham, Switzerland Preface

This volume contains a number of selected and extended contributions to ICTERI 2016, the 12th International Conference on Information and Communication Tech- nologies (ICT) in Education, Research, and Industrial Applications: Integration, Harmonization, and Knowledge Transfer. The conference was held in Kiev, Ukraine, during June 21–24, 2016, with a focus on research advances in ICT, business/academic applications of ICT, and design and deployment of ICT Infrastructures. ICTERI 2016 continued the tradition of hosting co-located events, this year by offering three workshops and a PhD Mentors Panel. The workshops addressed: (1) long-standing research aspects of reliability modeling and assessment, (2) cross-disciplinary issues in the use of information technology in economics and finance, and (3) new uses of information technology for life-long learning. The PhD Mentors Panel provided the opportunity to PhD candidates to listen to and discuss promising topics for research offered by several renowned experts. As in previous years, the ICTERI 2016 proceedings have been published as a CEUR-WS volume (http://ceur-ws.org/Vol-1614/), containing 62 papers selected from a total of 122 submissions. Of these papers, the 18 best were chosen by the program and workshop chairs to be submitted in substantially extended and revised versions for the proceedings volume. Out of these, 16 were resubmitted. Again, these papers were reviewed by at least two experts regarding scientific and technical quality, anticipated reader interest, and coverage of the conference scope. Finally, the Proceedings Com- mittee selected the ten most mature and interesting papers for publication after further revision. The acceptance rate thus is 8.2% regarding the overall number of ICTERI 2016 submissions. The papers in this volume focus on architecture, augmented reality, case-based reasoning, multi-state systems, cloud computing, scalable parallelism, artificial neural networks, malicious code and intrusion detection, deterministic and stochastic models, didactic models in practice, research-based education and mobile learning environ- ments, and teaching strategies. In their invited paper, Sandra Stinčić Clarke, John Davies, and Mike Fisher explain the role of an information broker in an open ecosystem, address the challenge of data interoperability in the IoT context and describe the Hypercat standard. This standard allows for a uniform access to distributed data repositories (data hubs) analogously to standard Web protocols and formats like HTTPS, JSON, and REST. Several examples of IoT applications that use data from Hypercat-enabled data hubs are presented. Mykola Tkachuk et al. present a three-level architecting approach to adaptive resource management in mobile augmented reality systems (MARS). This approach proposes an ontology of adaptive MARS resources on the conceptual level, a generic algorithmic model on the logical level, and a reference software architecture on the physical level. VI Preface

Myroslav Komar et al. discuss the integration of artificial immune systems (AIS) and artificial neural networks (ANN) as a basis for intelligent cyber defense systems. The idea is to detect network attacks and malicious code based on AIS principles and detectors that have an ANN structure. Elena Zaitseva et al. present an approach that uses ordered fuzzy decision trees to overcome the problem of constructing a system’s structure function in the case of incomplete information. Eugene Tulika et al. describe the use of rewrite-rules for transforming legacy Fortran applications to be executed in the cloud. Resource allocation is optimized by adopting service choreography. Gregory Zholtkevych et al. present an approach to reveal relationships between components of natural systems with feedback. Two models are discussed that allow one to determine the direction of pairwise relationships in the deterministic case and the direction and strength of relationships in the stochastic case. Leo van Moergestel et al. address the process of redesigning a computer science (CS) curriculum and introducing blended learning in a CS educational program. The successes of the new program as well as the problems encountered are discussed. Yuriy Kondratenko et al. discuss the correlation between research-based education, government priorities, and research funding with a special emphasis on the role of ICT in the education of engineering students. As an example, the use of modeling methods for the implementation of prosthesis and robotics research projects is presented. Mariya Shyshkina describes a cloud-based learning environment and proposes some indicators for quality evaluation. Nataliya Osipova et al. address the systematic use of mobile learning technologies for facilitating learning as well as ensuring accessibility, equity, individualization, and flexibility. As an example, a model for learning English phonetics is proposed. Finally, Nataliya Kushnir et al. report on experiences made when preparing school teachers and university lecturers to use ICT in the educational process. The approach applied was that of master classes, which comes with the advantage of being short term and allowing for productivity at work. This volume would not have materialized without the support of many people. First, we are very grateful to all the authors for their continuous commitment and intensive work. Second, we would like to thank the Program Committee members and additional reviewers for providing timely and thorough assessments. Furthermore, we would like to thank all the people who contributed to the organization of ICTERI 2016. Without their efforts there would have been no substance for this volume.

June 2017 Athula Ginige Heinrich C. Mayr Dimitris Plexousakis Mykola Nikitchenko Vadim Ermolayev Grygoriy Zholtkevych Aleksander Spivakovskiy Organization

General Chair

Aleksander Spivakovsky Verkhovna Rada of Ukraine, Kherson State University, Ukraine

Steering Committee

Vadim Ermolayev Zaporizhzhya National University, Ukraine Heinrich C. Mayr Alpen-Adria-Universität Klagenfurt, Austria Mykola Nikitchenko Taras Shevchenko National University of Kiev, Ukraine Aleksander Spivakovsky Verkhovna Rada of Ukraine, Kherson State University, Ukraine Mikhail Zavileysky DataArt, Russian Federation Grygoriy Zholtkevych V.N. Karazin Kharkiv National University, Ukraine

Program Chairs

Athula Ginige Western Sydney University, Australia Heinrich C. Mayr Alpen-Adria-Universität Klagenfurt, Austria Dimitris Plexousakis Institute of Computer Science, FORTH, Greece

Workshop and Tutorial Chairs

Vadim Ermolayev Zaporizhzhya National University, Ukraine Grygoriy Zholtkevych V.N. Karazin Kharkiv National University, Ukraine

IT Talks Chairs

Aleksander Spivakovsky Verkhovna Rada of Ukraine, Kherson State University, Ukraine Mikhail Zavileysky DataArt, Russian Federation

Local Organization Chairs

Anatoly Anisimov Taras Shevchenko National University of Kiev, Ukraine Mykola Nikitchenko Taras Shevchenko National University of Kiev, Ukraine Volodymyr Shevchenko Taras Shevchenko National University of Kiev, Ukraine VIII Organization

Publicity Chair

Nataliya Kushnir Kherson State University, Ukraine

Web Chair

Eugene Alferov German Climate Computing Center, Germany

Program Committee

Costin Badica University of Craiova, Romania Nick Bassiliades Aristotle University of Thessaloniki, Greece Sotiris Batsakis University of Huddersfield, UK Antonis Bikakis University College London, UK Anatoliy Doroshenko National University of Technology KPI, Ukraine Vadim Ermolayev Zaporizhzhya National University, Ukraine David Esteban TECHFORCE, Spain Aditya Ghose University of Wollongong, Australia Athula Ginige University of Western Sydney, Australia Brian Hainey Glasgow Caledonian University, UK Sungkook Han Wonkwang University, Korea Ievgen Ivanov Taras Shevchenko National University of Kiev, Ukraine Dorota Jelonek Czestochowa University of Technology, Ukraine Jan Jürjens Fraunhofer ISST and University of Koblenz-Landau, Germany Natalya Keberle Zaporizhzhya National University, Ukraine Vitaliy Kobets Kherson State University, Ukraine Evgeniy Lavrov Sumy State University, Ukraine Vladimir A. Shekhovtsov Alpen-Adria-Universität Klagenfurt, Austria Claudia Steinberger Alpen-Adria-Universität Klagenfurt, Austria Martin Strecker Université de Toulouse, France Julius Stuller ICS CAS, Prague, Czechia Ilias Tachmazidis University of Huddersfield, UK Mauro Vallati University of Huddersfield, UK Leo Van Moergestel Utrecht University of Applied Sciences, The Netherlands Sergiy Vilkomir East Carolina University, USA Paul Warren Knowledge Media Institute, Open University, UK Rong Zhang Nishinippon Institute of Technology, Japan Grygoriy Zholtkevych V.N. Karazin Kharkiv National University, Ukraine Organization IX