Information and Communication Technologies in Education, Research, and Industrial Applications: 17th International Conference, ICTERI 2021 Kherson, Ukraine, September 28 – October 2, 2021 Revised Selected Papers PDF
Preview Information and Communication Technologies in Education, Research, and Industrial Applications: 17th International Conference, ICTERI 2021 Kherson, Ukraine, September 28 – October 2, 2021 Revised Selected Papers
Vadim Ermolayev · David Esteban · Vitaliy Yakovyna · Heinrich C. Mayr · Grygoriy Zholtkevych · Mykola Nikitchenko · Aleksander Spivakovsky (Eds.) Communications in Computer and Information Science 1698 Information and Communication Technologies in Education, Research, and Industrial Applications 17th International Conference, ICTERI 2021 Kherson, Ukraine, September 28 – October 2, 2021 Revised Selected Papers Communications in Computer and Information Science 1698 Editorial Board Members Joaquim Filipe Polytechnic Institute of Setúbal, Setúbal, Portugal Ashish Ghosh Indian Statistical Institute, Kolkata, India Raquel Oliveira Prates Federal University of Minas Gerais (UFMG), Belo Horizonte, Brazil Lizhu Zhou Tsinghua University, Beijing, China More information about this series at https://link.springer.com/bookseries/7899 Vadim Ermolayev David Esteban (cid:129) (cid:129) Vitaliy Yakovyna Heinrich C. Mayr (cid:129) (cid:129) Grygoriy Zholtkevych Mykola Nikitchenko (cid:129) (cid:129) Aleksander Spivakovsky (Eds.) Information and Communication Technologies in Education, Research, and Industrial Applications 17th International Conference, ICTERI 2021 – Kherson, Ukraine, September 28 October 2, 2021 Revised Selected Papers 123 Editors VadimErmolayev DavidEsteban Zaporizhzhia National University Techforce Infotech Pvt. Ltd. Zaporizhzhia,Ukraine Barcelona,Spain Vitaliy Yakovyna Heinrich C.Mayr University of Warmia andMazuryin University of Klagenfurt Olsztyn Klagenfurt, Austria Olsztyn, Poland Mykola Nikitchenko Grygoriy Zholtkevych Taras ShevchenkoNational University of V.N.Karazin KharkivNational University Kyiv Kharkiv, Ukraine Kyiv, Ukraine Aleksander Spivakovsky Kherson State University Kherson,Ukraine ISSN 1865-0929 ISSN 1865-0937 (electronic) Communications in Computer andInformation Science ISBN 978-3-031-20833-1 ISBN978-3-031-20834-8 (eBook) https://doi.org/10.1007/978-3-031-20834-8 ©SpringerNatureSwitzerlandAG2022 Thisworkissubjecttocopyright.AllrightsarereservedbythePublisher,whetherthewholeorpartofthe material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmission or information storageandretrieval,electronicadaptation,computersoftware,orbysimilarordissimilarmethodologynow knownorhereafterdeveloped. Theuseofgeneraldescriptivenames,registerednames,trademarks,servicemarks,etc.inthispublication doesnotimply,evenintheabsenceofaspecificstatement,thatsuchnamesareexemptfromtherelevant protectivelawsandregulationsandthereforefreeforgeneraluse. Thepublisher,theauthors,andtheeditorsaresafetoassumethattheadviceandinformationinthisbookare believedtobetrueandaccurateatthedateofpublication.Neitherthepublishernortheauthorsortheeditors give a warranty, expressed or implied, with respect to the material contained herein or for any errors or omissionsthatmayhavebeenmade.Thepublisherremainsneutralwithregardtojurisdictionalclaimsin publishedmapsandinstitutionalaffiliations. ThisSpringerimprintispublishedbytheregisteredcompanySpringerNatureSwitzerlandAG Theregisteredcompanyaddressis:Gewerbestrasse11,6330Cham,Switzerland Preface This volume contains a number of selected refined and extended contributions to ICTERI 2021, the 17th International Conference on Information and Communication Technologies (ICT) in Education, Research, and Industrial Applications. The confer- ence was held in Kherson, Ukraine, during September 28 – October 2, 2021, with a focus on research advances in ICT, business or academic applications of ICT, and designanddeploymentofICTinfrastructures.Toourregret,theCOVID-19pandemic situation did not allow us to organize the conference as a full face-to-face gathering. Therefore, the conference proceeded in a hybrid mode. ICTERI 2021 continued the tradition of hosting co-located events this year by offering seven workshops and a PhD Symposium. The workshops addressed the following: (1) 3L-Person 2021: new and emerging technologies in education, learning envi- ronments, and methods that aim at satisfying the life-long learning needs of a person based on the use of a person-oriented approach. (2) CoSinE 2021: theory and practice of computer simulation in education, with special emphasis on real-world applications and settings. (3) ITER 2021: research advances and business and academic applications of ICT related to solving practical economic problems, and pushing forward economic research (4) MROL 2021:newand emerging technologies application in the open systems of higher education, including exploring the use of open education and research tools,resources,andmethodsforformingacreativeandICTcompetentpersonin view of European Research Area development. (5) RMSEBT2021:rigorousmethodsusedindifferentfieldsofsoftwareengineering, inparticular,thespecification,verification,andoptimizationofsoftware;software analysis, modeling, and business rule extraction; software testing; re-engineering problems; and modeling and verification of token economies. (6) TheRMIT 2021: building an efficient and effective bridge between the mathe- matical reliability and engineering practices in safety-critical industries and domainslikeenergygrids,aerospace,railwayandautomotivesystems,andhealth systems. (7) UNLP 2021: providing a platform for discussion and sharing of the ideas and methods aimed at the development of computational tools for a wide variety of Ukrainian natural language processing tasks. ThePhDSymposiumprovidedtheopportunityforPhDcandidatestopresent,listen to, and discuss the research on the topics relevant to ICTERI. The proceedings of the ICTERI 2021 Main Conference, PhD Symposium, and Posters session have been published by CEUR-WS as volume 3013. The proceedings offive ofthecolocated workshops (ITER,MROL, RMSEBT,TheRMIT,andUNLP), vi Preface have been published by Springer as CCIS volume 1635. The proceedings of the 3L-Person and CoSinE workshops were published separately by CEUR-WS as vol- umes 3104 and 3083, respectively. These volumes contained 99 papers selected from 303 submissions. The best 24 of these papers were nominated by the program chairs, workshop chairs, and ICTERI steering committee to be invited for submission, in substantially extendedand revised versions, for this proceedings volume.Out ofthese submissions,theProceedingsReviewPanelselectedthe12mostmatureandinteresting contributionsforpublication.Theacceptanceratethuswas4%inrespectoftheoverall number of ICTERI 2021 paper submissions. The papers in this volume were grouped into four topical parts. Part I collected the papers dealing with the fundamentals of ICT and potential impacts of these contributions on various ICT-related industrial sectors. The contri- butions spanned abstract random machines, algebraic virtual machines, intelligent cellular overlay networks, and latent image representations. Part II collected contributions in natural language processing for the Ukrainian language. These papers focused on the automated identification of discourse connec- tives and comparative evaluation of NLP models for Ukrainian text classification. Part III focused on the deployments and applications of novel ICT. The fields of application included detecting and fixing effort estimations in business process mod- eling and management, use of machine learning in robo-advisors for investment portfolio management, algebraic modeling for solving the problems in organic chem- istry, and performance evaluation of microcomputers. Finally, part IV dealt with the development and use of novel ICT in teaching and learning.Thecontributionsinthispartfocusedontrackingeducationalcontentandtest item quality for adaptive testing. This volume would not have been possible without the support of many people. First, we are very grateful to all the authors for their commitment and intensive work. Second, we would like to thank the members of our Proceedings Review Panel and additional reviewers for providing timely and thorough assessments. Furthermore, we wouldliketothankallthepeoplewhocontributedtotheorganizationofICTERI2021. Without their efforts, there would have been no substance for this volume. October 2022 Vadim Ermolayev David Esteban Vitaliy Yakovyna Heinrich C. Mayr Grygoriy Zholtkevych Mykola Nikitchenko Aleksander Spivakovsky Organization General Chair Aleksander Spivakovsky Kherson State University, Ukraine Steering Committee Vadim Ermolayev Zaporizhzhia National University, Ukraine Heinrich C. Mayr Universität Klagenfurt, Austria Mykola Nikitchenko Taras Shevchenko National University of Kyiv, Ukraine Aleksander Spivakovsky Kherson State University, Ukraine Mikhail Zavileysky DataArt, USA Grygoriy Zholtkevych V.N. Karazin Kharkiv National University, Ukraine Program Chairs Vadim Ermolayev Zaporizhzhia National University, Ukraine David Esteban TECHFORCE, Spain Proceedings Chair Vitaliy Yakovyna Lviv Polytechnic National University, Ukraine, University of Warmia and Mazury in Olsztyn, Poland Presentations Chair Heinrich C. Mayr Universität Klagenfurt, Austria Posters Chair Grygoriy Zholtkevych V.N. Karazin Kharkiv National University, Ukraine PhD Symposium Chairs Mykola Nikitchenko Taras Shevchenko National University of Kyiv, Ukraine Sergiy Bogomolov Newcastle University, UK viii Organization Local Organization Chair Maksim Vinnik Kherson State University, Ukraine Publicity Chair Nataliya Kushnir Kherson State University, Ukraine Web Chair Alexander Vasileyko Zaporizhzhia National University, Ukraine Proceedings Review Panel George Baryannis University of Huddersfield, UK Sergiy Bogomolov Newcastle University, UK Andreas Bollin Universität Klagenfurt, Austria Dominik Bork TU Wien, Austria Olga Cherednichenko National Technical University “KhPI”, Ukraine Artem Chernodub UkrainianCatholicUniversityandGrammarly,Ukraine Maxim Davidovsky Zaporizhzhya Institute of Postgraduate Pedagogical Education, Ukraine Hennadii Dobrovolskyi Zaporizhzhia National University, Ukraine Anatoliy Doroshenko National University of Technology “Kyiv Polytechnic Institute”, Ukraine Vadim Ermolayev Zaporizhzhia National University, Ukraine David Esteban TECHFORCE, Spain Tommaso Federici University of Tuscia, Italy Brian Hainey Glasgow Caledonian University, UK Sungkook Han Wonkwang University, South Korea Oleksii Ignatenko Ukrainian Catholic University, Ukraine Vyacheslav Kharchenko National Aerospace University “KhAI”, Ukraine Vitaliy Kobets Kherson State University, Ukraine Christian Kop Universität Klagenfurt, Austria Artur Korniłowicz University of Bialystok, Poland Kalliopi Kravari Aristotle University of Thessaloniki, Greece Vladimir Kukharenko National Technical University “KhPI”, Ukraine Josep Llados Universitat Autònoma de Barcelona, Spain Heinrich C. Mayr Universität Klagenfurt, Austria Oleksii Molchanovskyi Ukrainian Catholic University, Ukraine Adam Naumowicz University of Bialystok, Poland Mykola Nikitchenko Taras Shevchenko National University of Kyiv, Ukraine Andreas Pester CUAS, Austria Dimitris Plexousakis Institute of Computer Science, FORTH, Greece Wolfgang Schreiner Johannes Kepler University Linz, Austria Organization ix Claudia Steinberger Universität Klagenfurt, Austria Martin Strecker Université de Toulouse, France Ilias Tachmazidis University of Huddersfield, UK Yuliia Tarasich Kherson State University, Ukraine Mauro Vallati University of Huddersfield, UK Leo Van Moergstel Utrecht University of Applied Sciences, Netherlands Paul Warren Open University, UK Vitaliy Yakovyna Lviv Polytechnic National University, Ukraine, University of Warmia and Mazury in Olsztyn, Poland Chrysostomos Zeginis University of Crete, Greece Grygoriy Zholtkevych V.N. Karazin Kharkiv National University, Ukraine Additional Reviewer Kostiantyn Potomkin Newcastle University, UK ICTERI 2021 Sponsors Kherson State University (KSU, http://www.ksu.ks.ua/) is a versatile scientific, educational, and cultural centre in the South of Ukraine. It offers full day, extra-mural, external study programsattendedby8,000studentsfrom23regionsofUkraine and CIS countries. Its research and teaching staff comprises 18 membersoftheUkrainianandforeignAcademiesofScience,68 professors, and 234 senior lecturers. About 1,000 students are enrolled to its advanced degree programs at Ph.D and Dr.Sci levels. Oleksandr Spivakovsky’s Educational Foundation (OSEF, http://spivakovsky.fund/) aims to support gifted young people, outstanding educators, and those who wish to start up their own business. OSEF activity is focused on the support and further development of educational, scientific, cultural, social, and intellectual spheres in the Kherson Region of Ukraine. BWT Group (http://www.groupbwt.com/) are those who do coding all day and night long. For you. In fact, we can do any- thing.Theworkwedo,andhowwedoit,isdefinedinlargepart by the culture we have developed. We seek to build an organi- zation that every one of us enjoys being a part of, where people feel valued, inspired to grow, and are willing to do what is nec- essary to take care of each other and our clients.
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