Table Of ContentAdvances in Intelligent Systems and Computing 852
Leszek Borzemski
Jerzy Świątek
Editors
Zofia Wilimowska
Information Systems
Architecture and
Technology: Proceedings
of 39th International
Conference on Information
Systems Architecture and
Technology – ISAT 2018
Part I
10000111 10000101
Advances in Intelligent Systems and Computing
Volume 852
Series editor
Janusz Kacprzyk, Polish Academy of Sciences, Warsaw, Poland
e-mail: [email protected]
The series “Advances in Intelligent Systems and Computing” contains publications on theory,
applications, and design methods of Intelligent Systems and Intelligent Computing. Virtually all
disciplines such as engineering, natural sciences, computer and information science, ICT, economics,
business,e-commerce,environment,healthcare,lifesciencearecovered.Thelistoftopicsspansallthe
areasofmodernintelligentsystemsandcomputingsuchas:computationalintelligence,softcomputing
includingneuralnetworks,fuzzysystems,evolutionarycomputingandthefusionoftheseparadigms,
social intelligence, ambient intelligence, computational neuroscience, artificial life, virtual worlds and
society, cognitive science and systems, Perception and Vision, DNA and immune based systems,
self-organizing and adaptive systems, e-Learning and teaching, human-centered and human-centric
computing, recommender systems, intelligent control, robotics and mechatronics including
human-machine teaming,knowledge-based paradigms,learning paradigms,machineethics,intelligent
data analysis, knowledge management, intelligent agents, intelligent decision making and support,
intelligentnetworksecurity,trustmanagement,interactiveentertainment,Webintelligenceandmultimedia.
Thepublicationswithin“AdvancesinIntelligentSystemsandComputing”areprimarilyproceedings
ofimportantconferences,symposiaandcongresses.Theycoversignificantrecentdevelopmentsinthe
field,bothofafoundationalandapplicablecharacter.Animportantcharacteristicfeatureoftheseriesis
theshortpublicationtimeandworld-widedistribution.Thispermitsarapidandbroaddisseminationof
researchresults.
AdvisoryBoard
Chairman
NikhilR.Pal,IndianStatisticalInstitute,Kolkata,India
e-mail:[email protected]
Members
RafaelBelloPerez,UniversidadCentral“MartaAbreu”deLasVillas,SantaClara,Cuba
e-mail:[email protected]
EmilioS.Corchado,UniversityofSalamanca,Salamanca,Spain
e-mail:[email protected]
HaniHagras,UniversityofEssex,Colchester,UK
e-mail:[email protected]
LászlóT.Kóczy,SzéchenyiIstvánUniversity,Győr,Hungary
e-mail:[email protected]
VladikKreinovich,UniversityofTexasatElPaso,ElPaso,USA
e-mail:[email protected]
Chin-TengLin,NationalChiaoTungUniversity,Hsinchu,Taiwan
e-mail:[email protected]
JieLu,UniversityofTechnology,Sydney,Australia
e-mail:[email protected]
PatriciaMelin,TijuanaInstituteofTechnology,Tijuana,Mexico
e-mail:[email protected]
NadiaNedjah,StateUniversityofRiodeJaneiro,RiodeJaneiro,Brazil
e-mail:[email protected]
NgocThanhNguyen,WroclawUniversityofTechnology,Wroclaw,Poland
e-mail:[email protected]
JunWang,TheChineseUniversityofHongKong,Shatin,HongKong
e-mail:[email protected]
Moreinformationaboutthisseriesathttp://www.springer.com/series/11156
Ś ą
Leszek Borzemski Jerzy wi tek
(cid:129)
fi
Zo a Wilimowska
Editors
Information Systems Architecture
and Technology: Proceedings of 39th
International Conference on Information
–
Systems Architecture and Technology
ISAT 2018
Part I
123
Editors
Leszek Borzemski ZofiaWilimowska
Faculty of Computer Science University of AppliedSciences
andManagement inNysa
Wrocław University of Science Nysa,Poland
andTechnology
Wrocław,Poland
JerzyŚwiątek
Faculty of Computer Science
andManagement
Wrocław University of Science
andTechnology
Wrocław,Poland
ISSN 2194-5357 ISSN 2194-5365 (electronic)
Advances in Intelligent Systems andComputing
ISBN978-3-319-99980-7 ISBN978-3-319-99981-4 (eBook)
https://doi.org/10.1007/978-3-319-99981-4
LibraryofCongressControlNumber:2018952643
©SpringerNatureSwitzerlandAG2019
Thisworkissubjecttocopyright.AllrightsarereservedbythePublisher,whetherthewholeorpart
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Preface
Variability of the environment increases the risk of the business activity. Dynamic
development of the IT technologies creates the possibility of using them in the
dynamicmanagementprocessmodelinganddecision-makingprocessessupporting.
Intoday’sinformation-driveneconomy,companiesuncoverthemostopportunities.
Contemporary organizations seem to be knowledge-based organizations, and in
connection with that information becomes the most critical resource. Knowledge
management is the process through which organizations generate value from their
intellectual and knowledge-based assets. It consists of the scope of strategies and
practicesusedincorporationstoexplore,represent,anddistributeknowledge.Itisa
management philosophy, which combines good practice in purposeful information
management with a culture of organizational learning, to improve business per-
formance. An improvement of the decision-making process is possible to be
assured by the analytical process supporting. Applying some analytical techniques
such as computer simulation, expert systems, genetic algorithms can improve the
quality of managerial information. Combining analytical techniques and building
computer hybrids give synergic effects—additional functionality—which makes
managerial decision process better. Different technologies can help in accom-
plishing the managerial decision process, but no one is in favor of information
technologies, which offer differentiable advantages. Information technologies take
place a significant role in this area. A computer is a useful machine in making
managers’ work more comfortable. However, we have to remember that the
computer can become a tool only, but it cannot make the decisions. You can not
build computers that replace the human mind. Computers can collect, select
information, process it and create statistics, but decisions must be made by man-
agers based on their experience and taking into account computer use. Different
technologiescanhelpinaccomplishingthemanagerialdecisionprocess,butnoone
like information technologies, which offer differentiable advantages.
Computer science and computer systems, on the one hand, develop in advance
of current applications, and on the other hand, keep up with new areas of appli-
cation. In today’s all-encompassing cyber world, nobody knows who motivates.
Hence,thereisaneedtodealwiththeworldofcomputersfrombothpointsofview.
v
vi Preface
Inourconference,wetrytomaintainabalancebetweenbothwaysofdevelopment.
In particular, we are trying to get a new added value that can flow from the
connectionoftheproblemsoftwoworlds:theworldofcomputersandtheworldof
management. Hence, there are two paths in the conference, namely computer sci-
ence and management science.
This three-volume set of books includes the proceedings of the 2018 39th
International Conference Information Systems Architecture and Technology
(ISAT),orISAT2018forshort,heldonSeptember16–18,2018,inNysa,Poland.
The conference was organized by the Department of Computer Science and
Department of Management Systems, Faculty of Computer Science and
Management, Wrocław University of Science and Technology, Poland, and
University of Applied Sciences in Nysa, Poland.
The International Conference Information Systems Architecture has been
organized by the Wrocław University of Science and Technology from the sev-
entiesofthelastcentury.ThepurposeoftheISATistodiscussastate-of-the-artof
information systems concepts and applications as well as architectures and tech-
nologiessupportingcontemporaryinformationsystems.Theaimisalsotoconsider
animpactofknowledge,information,computing,andcommunicationtechnologies
on managing of the organization scope of functionality as well as on enterprise
informationsystemsdesign,implementation,andmaintenanceprocessestakinginto
account various methodological, technological, and technical aspects. It is also
devotedtoinformationsystemsconceptsandapplicationssupportingtheexchange
of goods and services by using different business models and exploiting opportu-
nities offered by Internet-based electronic business and commerce solutions.
ISAT is a forum for specific disciplinary research, as well as on
multi-disciplinary studies to present original contributions and to discuss different
subjects of today’s information systems planning, designing, development, and
implementation.
Theeventisaddressedtothescientificcommunity,peopleinvolvedinavariety
of topics related to information, management, computer and communication sys-
tems,andpeopleinvolvedinthedevelopmentofbusinessinformationsystemsand
business computer applications. ISAT is also devoted as a forum for the presen-
tation of scientific contributions prepared by MSc. and Ph.D. students. Business,
Commercial, and Industry participants are welcome.
Thisyear,wereceived213papersfrom34countries.Thepapersincludedinthe
threeproceedingsvolumeshavebeensubjecttoathoroughgoingreviewprocessby
highlyqualifiedpeerreviewers.Thefinalacceptanceratewas49%.ProgramChairs
selected 105 best papers for oral presentation and publication in the 39th
International Conference Information Systems Architecture and Technology 2018
proceedings.
The papers have been grouped into three volumes:
PartI—discoursingaboutessential topicsofinformationtechnologyincluding,
but not limited to, computer systems security, computer network architectures,
distributed computer systems, quality of service, cloud computing and
high-performance computing, human–computer interface, multimedia systems, big
Preface vii
data, knowledge discovery and data mining, software engineering, e-business
systems, web design, optimization and performance, Internet of things, mobile
systems and applications.
Part II—addressing topics including, but not limited to, model-based project
and decision support, pattern recognition and image processing algorithms, pro-
ductionplanningandmanagementsystems,bigdataanalysis,knowledgediscovery
and knowledge-based decision support and artificial intelligence methods and
algorithms.
Part III—is gain to address very hot topics in the field of today’s various
computer-based applications—is devoted to information systems concepts and
applicationssupportingthemanagerialdecisionsbyusingdifferentbusinessmodels
and exploiting opportunities offered by IT systems. It is dealing with topics
including,butnotlimited to, knowledge-based management, modeling offinancial
and investment decisions, modeling of managerial decisions, organization and
management, project management, risk management, small business management,
software tools for production, theories, and models of innovation.
Wewouldliketothanktheprogramcommitteeandexternalreviewers,essential
forreviewingthepaperstoensureahighstandardoftheISAT2018conferenceand
the proceedings. We thank the authors, presenters, and participants of ISAT 2018,
without them the conference could not have taken place. Finally, we thank the
organizingteamfortheeffortsthisandpreviousyearsinbringingtheconferenceto
a successful conclusion.
September 2018 Leszek Borzemski
Jerzy Świątek
Zofia Wilimowska
ISAT 2018 Conference Organization
General Chair
Zofia Wilimowska, Poland
Program Co-chairs
Leszek Borzemski, Poland
Jerzy Świątek, Poland
Zofia Wilimowska, Poland
Local Organizing Committee
Zofia Wilimowska (Chair)
Leszek Borzemski (Co-chair)
Jerzy Świątek (Co-chair)
Mariusz Fraś (Conference Secretary, Website Support)
Arkadiusz Górski (Technical Editor)
Anna Kamińska (Technical Secretary)
Ziemowit Nowak (Technical Support)
Kamil Nowak (Website Coordinator)
Danuta Seretna-Sałamaj (Technical Secretary)
International Program Committee
Zofia Wilimowska (Chair), Poland Witold Abramowicz, Poland
Jerzy Świątek (Co-chair), Poland Dhiya Al-Jumeily, UK
Leszek Borzemski (Co-chair), Poland Iosif Androulidakis, Greece
ix
x ISAT2018ConferenceOrganization
Patricia Anthony, New Zealand Antonio Latorre, Spain
Zbigniew Banaszak, Poland Radim Lenort, Czech Republic
Elena N. Benderskaya, Russia Gang Li, Australia
Janos Botzheim, Japan José M. Merigó Lindahl, Chile
Djallel E. Boubiche, Algeria Jose M. Luna, Spain
Patrice Boursier, France Emilio Luque, Spain
Anna Burduk, Poland Sofian Maabout, France
Andrii Buriachenko, Ukraine Lech Madeyski, Poland
Udo Buscher, Germany Zbigniew Malara, Poland
Wojciech Cellary, Poland Zygmunt Mazur, Poland
Haruna Chiroma, Malaysia Elżbieta Mączyńska, Poland
Edward Chlebus, Poland Pedro Medeiros, Portugal
Gloria Cerasela Crisan, Romania Toshiro Minami, Japan
Marilia Curado, Portugal Marian Molasy, Poland
Czesław Daniłowicz, Poland Zbigniew Nahorski, Poland
Zhaohong Deng, China Kazumi Nakamatsu, Japan
Małgorzata Dolińska, Poland Peter Nielsen, Denmark
Ewa Dudek-Dyduch, Poland Tadashi Nomoto, Japan
Milan Edl, Czech Republic Cezary Orłowski, Poland
El-Sayed M. El-Alfy, Saudi Arabia Sandeep Pachpande, India
Peter Frankovsky, Slovakia Michele Pagano, Italy
Mariusz Fraś, Poland George A. Papakostas, Greece
Naoki Fukuta, Japan Zdzisław Papir, Poland
Bogdan Gabryś, UK Marek Pawlak, Poland
Piotr Gawkowski, Poland Jan Platoš, Czech Republic
Arkadiusz Górski, Poland Tomasz Popławski, Poland
Manuel Graña, Spain Edward Radosinski, Poland
Wiesław M. Grudewski, Poland Wolfgang Renz, Germany
Katsuhiro Honda, Japan Dolores I. Rexachs, Spain
Marian Hopej, Poland José S. Reyes, Spain
Zbigniew Huzar, Poland Małgorzata Rutkowska, Poland
Natthakan Iam-On, Thailand Leszek Rutkowski, Poland
Biju Issac, UK Abdel-Badeeh M. Salem, Egypt
Arun Iyengar, USA Sebastian Saniuk, Poland
Jürgen Jasperneite, Germany Joanna Santiago, Portugal
Janusz Kacprzyk, Poland Habib Shah, Malaysia
Henryk Kaproń, Poland J. N. Shah, India
Yury Y. Korolev, Belarus Jeng Shyang, Taiwan
Yannis L. Karnavas, Greece Anna Sikora, Spain
Ryszard Knosala, Poland Marcin Sikorski, Poland
Zdzisław Kowalczuk, Poland Małgorzata Sterna, Poland
Lumír Kulhanek, Czech Republic Janusz Stokłosa, Poland
Binod Kumar, India Remo Suppi, Spain
Jan Kwiatkowski, Poland Edward Szczerbicki, Australia
