Table Of ContentAlla Kravets · Maxim Shcherbakov
Marina Kultsova · Olga Shabalina (Eds.)
Communications in Computer and Information Science 535
Creativity in Intelligent
Technologies and Data
Science
First conference, CIT&DS 2015
Volgograd, Russia, September 15–17, 2015
Proceedings
123
Communications
in Computer and Information Science 535
Commenced Publication in 2007
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SimoneDinizJunqueiraBarbosa
PontificalCatholicUniversityofRiodeJaneiro(PUC-Rio),
RiodeJaneiro,Brazil
PhoebeChen
LaTrobeUniversity,Melbourne,Australia
XiaoyongDu
RenminUniversityofChina,Beijing,China
JoaquimFilipe
PolytechnicInstituteofSetúbal,Setúbal,Portugal
OrhunKara
TÜBI˙TAKBI˙LGEMandMiddleEastTechnicalUniversity,Ankara,Turkey
IgorKotenko
St.PetersburgInstituteforInformaticsandAutomationoftheRussian
AcademyofSciences,St.Petersburg,Russia
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HarbinInstituteofTechnology(HIT),China
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IndianInstituteofTechnologyMadras,Chennai,India
TakashiWashio
OsakaUniversity,Osaka,Japan
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·
Alla Kravets Maxim Shcherbakov
·
Marina Kultsova Olga Shabalina (Eds.)
Creativity in Intelligent
Technologies
and Data Science
First Conference, CIT&DS 2015
Volgograd, Russia, September 15–17, 2015
Proceedings
ABC
Editors
AllaKravets MarinaKultsova
VolgogradStateTechnicalUniversit VolgogradStateTechnicalUniversit
Volgograd Volgograd
Russia Russia
MaximShcherbakov OlgaShabalina
VolgogradStateTechnicalUniversit VolgogradStateTechnicalUniversit
Volgograd Volgograd
Russia Russia
ISSN1865-0929 ISSN1865-0937 (electronic)
CommunicationsinComputerandInformationScience
ISBN978-3-319-23765-7 ISBN978-3-319-23766-4 (eBook)
DOI10.1007/978-3-319-23766-4
LibraryofCongressControlNumber:2015949441
SpringerChamHeidelbergNewYorkDordrechtLondon
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Preface
Creativity is the process of breaking out of established patterns; it is the reor-
ganization,recombination,or reinterpretationof concepts andideas,in order to
achievesomethingunique andpreviouslyunknown.Creatingsoftwareandintel-
ligent technology is one of the most creative activities that humans undertake.
It is developed for people and by people, and people’s creativity can be a good
source of inspiration for finding solutions to problems occuring in areas related
to complex systems such as software design and development. Data Science is
a new domain constructing business oriented software solutions based on data
and using creativity.
This volume contains the proceedings of the Conference on Creativity in In-
telligentTechnologies&DataScience2015(CIT&DS2015).Themainobjective
of CIT&DS 2015 was to bring together researchers and practitioners to share
ideasinusingcreativityinthetheoryandpracticeofsoftwareengineering,build-
ing intelligent technology and data science. The conference is dedicated to our
scientificsupervisorProf.ValeryKamaev,whoisanoutstandingandremarkable
person in science and life.
TheconferenceonCreativityinIntelligentTechnologies&DataScience2015
was supported by the Russian Foundation for Basic Research, grant No.15-07-
20700.
June 2015 Alla Kravets
Maxim Shcherbakov
Marina Kultsova
Olga Shabalina
Organization
General Co-chairs
Vladimir Lysak VolgogradState Technical University,
Russia
Igor Kalyaev Scientific-ResearchInstitute Multiprocessing
Computing Systems after A.V. Kalyaev of
South Federal University, Russia
Dmitriy Novikov Institute of Control Sciences of Russian
Academy of Science, Russia
Steering Committee
Valeriy Kamaev VolgogradState Technical University, Russia
Vadim Stefanuk Institute for Information Transmission
Problems,RussianAcademy of Sciences and
RussianAssociationofArtificialIntelligence,
Moscow, Russia
Viktor Kureichik Southern Federal University, Taganrog,Russia
Aleksandr Bershadskiy Penza State University, Russia
Shuichiro Yamamoto Nagoya University, Japan
Vladimir Gorodetsky St. Petersburg Institute for Informatics and
Automation, Russian Academy of Sciences,
Russia
Yuri R. Valkman International Research and Training Center of
InformationTechnologiesandSystems, NAS
and MES of Ukraine, Kiev, Ukraine
Program Committee Co-chairs
Alla Kravets VolgogradState Technical University, Russia
Edwin Gray Glasgow Caledonian University, UK
Program Committee
Yasemin Allsop Manchester Metropolitan University, UK
Anton Anikin VolgogradState Technical University, Russia
Sergey Balandin Tampere University of Technology, Open
Innovations Association FRUCT, Finland
Fernando Paulo Belfo Instituto Polit´ecnico de Coimbra, Portugal
VIII Organization
Bal Krishna Bal Kathmandu University, Nepal
Olga Berestneva Tomsk Polytechnic University, Russia
Peter Blanchfield Universtiy of Nottingham, UK
Adriaan Brebels KU Leuven Geel, Belgium
Satyadhyan Chickerur B V Bhoomaraddi College of Engineering and
Technology, Karnataka,India
Maria Manuela Cruz Cunha Polytechnic Institute of Cavado and Ave,
Portugal
Dang Hoai Phuong-Khoa University of Science and Technology - The
University of Danang (UST-UD), Vietnam
Maria-Iuliana Dascalu Polytechnic University of Bucharest, Romania
Alexandr Davtian Moscow Institute of Physics and Technology,
Russia
Jan Dekelver Thomas More Kempen, Geel, Belgium
Vadim Ermolaev Zaporizhzhya National University, Ukraine
Nuno Escudeiro Instituto Superior de Engenharia do Porto,
Portugal
David Farell Glasgow Caledonian University, UK
Gabriela Fernandes (Aldora) University of Southampton, UK
Georgiy Gerkushenko Volgograd State Technical University, Russia
George Dragoi Polytechnic University of Bucharest, Romania
Vladimir Golenkov Belarusian State University of Informatics and
Radioelectronics,Minsk,RepublicofBelarus
Natalia Guliakina Belarusian State University of Informatics and
Radioelectronics, Minsk, Republic of Belarus
Neena Gupta-Biener FH JOANNEUM University of Applied
Sciences, Graz, Austria
Roman Horv´ath Trnava University, Slovakia
Marian Hostovecky UniversityofSs.CyrilandMethodius,Slovakia
Tadashi Iijima Keio University, Japan
Timur Janovsky Volgograd State Technical University, Russia
Alexey Kaperko Bauman Moscow State Technical University,
Russia
Alexander Kataev Volgograd State Technical University, Russia
Alexey Kizim Volgograd State Technical University, Russia
Michael Koniordos Piraeus University of Applied Sciences, Greece
Maria Kordaki University of the Aegean, Greece
Dmitriy Korobkin Volgograd State Technical University, Russia
Marina Kultsova Volgograd State Technical University, Russia
Oleg Leonenko Belarus-Russian University, Mogilev, Belarus
Valery Lezhebokov Coresystems, Zu¨rich, Switzerland
Ivars Linde Information System Management Institute,
Riga, Latvia
Organization IX
Christos Malliarakis University of Macedonia, Greece
Jean-Charles Marty Universit´e de Savoie, France
Anna Matokhina VolgogradState Technical University, Russia
Mehran Misaghi UNISOCIESC University Centre of
Professional Master in Production & Eng
Programs, Brazil
Alin Moldoveanu Polytechnic University of Bucharest, Romania
David Moffat Glasgow Caledonian University, UK
Peter Mozelius Stockholm University, Sweden
Takako Nakatani The University of Tsukuba, Japan
Ofut Ogar University of Calabar, Calabar, Cross River
State, Nigeria
Carla Oliveira Lisbon University, Portugal
Andrey Olyanitch VolgogradAgricultural University, Russia
Yulia Orlova VolgogradState Technical University, Russia
Danila Parygin VolgogradState Technical University, Russia
Selcuk Ozdemir Gazi University, Turkey
Ionel-Bujorel Pavaloiu Polytechnic University of Bucharest, Romania
Vladimir Pavlovsky Keldysh Institute of Applied Mathematics,
Russian Academy of Sciences, Russia
Maja Pivec FH JOANNEUM University of Applied
Sciences, Graz, Austria
Trygve Pløhn Nord-Trøndelag University College, Steinkjer,
Norway
Viktoriia Riashchenko Information System Management Institute,
Riga, Latvia
Rui Rijo Polytechnic Institute of Leiria, Portugal
Vladimir Rozaliev VolgogradState Technical University, Russia
Eugen Ruzicky Pan-EuropeanUniversity, Bratislava, Slovakia
Natalia Sadovnikova VolgogradState Technical University, Russia
Natalia Salnikova Russian Presidential Academy of National
EconomyandPublicAdministration,Volograd,
Russia
Sergey Samartsev Belarus-RussianUniversity, Mogilev, Belarus
Eduardo Sarmento Lusofona University, Portugal
Sergey Serebryakov HP Research Laboratory,Palo Alto, USA
Sergey Shevchenko Kharkiv Polytechnical University, Ukraine
Konstantin Solnushkin TU Mu¨nchen, Germany
Sergey Sosnovsky Center for Learning Technology (CeLTech),
German Research Center for Artificial
Intelligence (DFKI), and School of
Education, Saarland University, Germany
Olga Shabalina VolgogradState Technical University, Russia
Maksim Shcherbakov VolgogradState Technical University, Russia
X Organization
Tr`ˆan Lˆo.c Hu`ng VANT, Vietnam
Uranchimeg Tudevdagva Mongolian University of Science and
Technology, Mongolia
Florica Tomos University of South Wales, UK
Anton Tyukov Volgograd State Technical University, Russia
Jo˜ao Eduardo Quintela
Varaja˜o University of Minho, Portugal
Pavel Vorobkalov Volgograd State Technical University, Russia
Hongji Yang Centre for Creative Computing (CCC),
Bath Spa University, UK
Shuichiro Yamamoto Nagoya University, Japan
Viktoria Zaripova Astrakhan Institute of Civil Engineering,
Russia
Irina Zhukova Volgograd State Technical University, Russia
Dongdai Zhou Northeast Normal University, China