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Sotiris Batsakis Vadim Ermolayev

Mari Carmen Suárez-Figueroa Agnieszka Ławrynowicz Raul Palma

Vitaliy Yakovyna Heinrich C. Mayr Mykola Nikitchenko Aleksander Spivakovsky (Eds.)

Kyiv, Ukraine May, 2018

ICT in Education, Research and Industrial Applications

Proceedings of the 14th International Conference,

ICTERI 2018. Volume I: Main Conference

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Ermolayev, V., Suárez-Figueroa, M. C., Ławrynowicz, A., Palma, R., Yakovyna, V., Mayr, H. C., Nikitchenko, M., and Spivakovsky, A. (Eds.): ICT in Education, Re- search and Industrial Applications. Proc. 14th Int. Conf. ICTERI 2018. Volume I:

Main Conference. Kyiv, Ukraine, May 14-17, 2018, CEUR-WS.org, online

This volume represents the proceedings of the Main Conference, with Posters and Demonstrations track, of the 14th International Conference on ICT in Education, Re- search, and Industrial Applications, held in Kyiv, Ukraine, in May 2018. It comprises 47 contributed papers that were carefully peer-reviewed and selected from 119 sub- missions. The volume opens with the abstracts of the two keynote talks. The rest of the collection is organized in six parts. Parts II to V contain the contributions to the Main ICTERI Conference tracks, structured in four topical sections: (I) Advances in ICT Research; (II) Information Systems: Technology and Applications; (III) Academ- ia/Industry ICT Cooperation; and (IV) ICT in Education. Part VI presents the concise descriptions of the given tutorials. Part VII comprises the contributions of Posters and Demonstrations track.

Copyright © 2018 for the individual papers by the papers’ authors.

Copying permitted only for private and academic purposes. This vol- ume is published and copyrighted by its editors.

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Preface

It is our pleasure to present you the proceedings of the Main Conference of ICTERI 2018, the fourteenth edition of the International Conference on Information and Communication Technologies in Education, Research, and Industrial Applications, held in Kyiv (Ukraine) on May 14-17, 2018. This year’s edition focused on research advances, information systems technologies and applications, business/academic ap- plications of Information and Communication Technologies. Emphasis was also placed on the role of ICT in Education. These aspects of ICT research, development, technology transfer, and use in real world cases are vibrant for both the academic and industrial communities.

The ICTERI 2018 Main Conference was structured into four thematic tracks re- flecting these research fields. In addition, the final part of the proceedings volume contains the extended abstracts of the poster papers which constituted the program of our Posters and Demonstrations Track.

The conference program was complemented by two keynote talks, an invited tuto- rial, PhD Symposium, poster and demo track, industrial IT Talks sub-event, and five co-located workshops. The proceedings of the PhD Symposium and co-located work- shops were published as separate volumes.

The first keynote talk given by Dr. Steffen Lohmann, a senior researcher at the Fraunhofer Institute for Intelligent Analysis and Information Systems as well as asso- ciate member of the Smart Data Analytics group at the University of Bonn. His talk was focused on augmenting educational material with knowledge graphs. The second keynote talk was given by Prof. Rajendra Akerkar from Western Norway Research Institute. This talk was about unlocking value from ubiquitous data. The invited tuto- rial was a focused training on the use of the SlideWiki as an Open Education Plat- form. It was given by Dr. Klaas Andries de Graaf, a post-doctoral researcher at Vrije Universiteit Amsterdam, and Benjamin Wulff, a researcher at Fraunhofer Institute for Intelligent Analysis and Information Systems.

The rationale behind the Ph.D. Symposium sub-event is to offer an expert envi- ronment for the presentation of the tractable ideas and early results of PhD projects or other research aiming at receiving a PhD. Young researchers joined the Symposium to take part in discussions and/or present their papers. They were offered a rare oppor- tunity to exchange and discuss their research ideas with their peers, supervisors, and senior scientists working in the fields within the scope of ICTERI 2018.

Posters and Demonstrations track at ICTERI 2018 called for software demonstra- tions, interactive models, real-time visualizations, novel technology applications. The

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12 selected posters, whose extended abstracts were included in this volume, have been presented in two poster sessions.

Overall ICTERI 2018 Main Conference, including Posters and Demonstrations track, attracted 119 paper submissions, which constituted a 100 percent increase com- pared to the previous year. Out of these submissions, we have accepted:

 35 high quality and most interesting papers for the Main Conference program, with the acceptance rate of 34 percent

 12 best poster presentations, with the acceptance rate of 75 percent

These papers and extended abstracts were published in this Volume I of ICTERI 2018 proceedings.

The conference would not have been possible without the support of many people.

First of all, we would like to thank all the authors who submitted papers to ICTERI 2018 and thus demonstrated their interest in the research problems within our scope. We are very grateful to the members of our Program Committee for providing timely and thorough reviews and, also, for being cooperative in doing additional re- view work. We would like to thank the local organizers of the conference whose de- votion and efficiency made this instance of ICTERI a very interesting and effective scientific forum.

May, 2018 Vadim Ermolayev

Mari Carmen Suárez-Figueroa Agnieszka Ławrynowicz Raul Palma

Vitaliy Yakovyna Heinrich C. Mayr Mykola Nikitchenko Aleksander Spivakovsky

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