Computational Collective Intelligence: 9th International Conference, ICCCI 2017, Nicosia, Cyprus, September 27-29, 2017, Proceedings, Part I

611 Pages·2017·54.46 MB·English

by  Ngoc Thanh Nguyen et al. (eds.)

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Lecture Notes in Arti cial Intelligence 10448
Subseries of Lecture Notes in Computer Science
LNAI Series Editors
Randy Goebel
University of Alberta, Edmonton, Canada
Yuzuru Tanaka
Hokkaido University, Sapporo, Japan
Wolfgang Wahlster
DFKI and Saarland University, Saarbrücken, Germany
LNAI Founding Series Editor
Joerg Siekmann
DFKI and Saarland University, Saarbrücken, Germany
More information about this series at http://www.springer.com/series/1244
Ngoc Thanh Nguyen George A. Papadopoulos
(cid:129)
ę ń
Piotr J drzejowicz Bogdan Trawi ski
(cid:129)
Gottfried Vossen (Eds.)
Computational
Collective Intelligence
9th International Conference, ICCCI 2017
–
Nicosia, Cyprus, September 27 29, 2017
Proceedings, Part I
123
Editors
Ngoc ThanhNguyen Bogdan Trawiński
Department ofInformation Systems, Department ofInformation Systems,
Faculty of Computer Science Faculty of Computer Science
andManagement andManagement
Wrocław University of Science Wrocław University of Science
andTechnology andTechnology
Wrocław Wrocław
Poland Poland
George A.Papadopoulos Gottfried Vossen
Department ofComputer Science Department ofInformation Systems
University of Cyprus University of Münster
Nicosia Münster
Cyprus Germany
Piotr Jędrzejowicz
Department ofInformation Systems
Gdynia Maritime University
Gdynia
Poland
ISSN 0302-9743 ISSN 1611-3349 (electronic)
Lecture Notesin Artificial Intelligence
ISBN 978-3-319-67073-7 ISBN978-3-319-67074-4 (eBook)
DOI 10.1007/978-3-319-67074-4
LibraryofCongressControlNumber:2017952854
LNCSSublibrary:SL7–ArtificialIntelligence
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Preface
This volume contains the proceedings of the 9th International Conference on Com-
putational Collective Intelligence (ICCCI 2017), held in Nicosia, Cyprus, September
27–29, 2017. The conference was co-organized by the University of Cyprus, Cyprus
and the Wrocław University of Science and Technology, Poland. The conference was
run under the patronage of the IEEE SMC Technical Committee on Computational
Collective Intelligence.
Followingthesuccessesofthe1stICCCI(2009),heldinWrocław,Poland,the2nd
ICCCI(2010),inKaohsiung,Taiwan,the3rdICCCI(2011),inGdynia,Poland,the4th
ICCCI (2012), in Ho Chi Minh City, Vietnam, the 5th ICCCI (2013), in Craiova,
Romania, the 6th ICCCI (2014), in Seoul, South Korea, the 7th ICCCI (2015), in
Madrid, Spain, and the 8th ICCCI (2016), in Halkidiki, Greece, this conference con-
tinued to provide an internationally respected forum for scientific research in the
computer-based methods of collective intelligence and their applications.
ComputationalCollectiveIntelligence(CCI)ismostoftenunderstoodasasub-field
ofArtificialIntelligence(AI)dealingwithsoftcomputingmethodsthatenablemaking
group decisions or processing knowledge among autonomous units acting in dis-
tributed environments. Methodological, theoretical, and practical aspects of computa-
tional collective intelligence are considered as the form of intelligence that emerges
from the collaboration and competition of many individuals (artificial and/or natural).
The application of multiple computational intelligence technologies, such as fuzzy
systems,evolutionarycomputation,neuralsystems,consensustheory,etc.,cansupport
humanandothercollectiveintelligence,andcreatenewformsofCCIinnaturaland/or
artificial systems. Three subfields of the application of computational intelligence
technologies to support various forms of collective intelligence are of special interest
but are not exclusive: semantic web (as an advanced tool for increasing collective
intelligence), social network analysis (as the field targeted to the emergence of new
forms of CCI), and multi-agent systems (as a computational and modeling paradigm
especially tailored to capture the nature of CCI emergence in populations of autono-
mous individuals).
The ICCCI 2017 conference featured a number of keynote talks and oral presen-
tations, closely aligned to the theme of the conference. The conference attracted a
substantial number of researchers and practitioners from all over the world, who
submitted their papers for the main track and seven special sessions.
The main track, covering the methodology and applications of computational col-
lective intelligence, included: multi-agent systems, knowledge engineering and
semantic web, social networks and recommender systems, text processing and infor-
mationretrieval,dataminingmethodsandapplications,sensornetworksandinternetof
things, decision support and control systems, and computer vision techniques. The
special sessions, covering some specific topics of particular interest, included coop-
erative strategies for decision making and optimization, computational swarm
VI Preface
intelligence, machine learning in medicine and biometrics, cyber physical systems in
automotive area, internet of things - its relations and consequences, low resource
language processing, and intelligent processing of multimedia in web systems.
We received in total over 240 submissions from 39 countries all over the world.
Eachpaperwasreviewedby2–4membersoftheInternationalProgram Committeeof
eitherthemaintrackoroneofthespecialsessions.Weselectedthe114bestpapersfor
oral presentation and publication in two volumes of the Lecture Notes in Artificial
Intelligence series.
Wewouldliketoexpressourthankstothekeynotespeakers:YannisManolopoulos
from the Aristotle University of Thessaloniki, Greece; Andreas Nürnberger from the
Otto-von-Guericke University Magdeburg, Germany; Constantinos S. Pattichis from
theUniversityofCyprus,Cyprus;andSławomirZadrożnyfromtheSystemsResearch
Institute of the Polish Academy of Sciences, Poland, for their world-class plenary
speeches.
Manypeoplecontributedtowardsthesuccessoftheconference.First,wewouldlike
to recognize the work of the Program Committee co-chairs and special sessions
organizers for taking good care of the organization of the reviewing process, an
essential stage in ensuring the high quality of the accepted papers. The chairs of the
workshops and special sessions deserve a special mention for the evaluation of the
proposalsandtheorganizationandcoordinationoftheworkofsevenspecialsessions.
In addition, we would like to thank the PC members, of the main track and of the
special sessions, for performing their reviewing work with diligence. We thank the
Local Organizing Committee chairs, the publicity chair, the web chair, and the tech-
nical support chair for their fantastic work before and during the conference. Finally,
we cordially thank all the authors, presenters, and delegates for their valuable contri-
bution to this successful event. The conference would not have been possible without
their support.
It is our pleasure to announce that the conferences of the ICCCI series continue a
close cooperation with the Springer journal Transactions on Computational Collective
Intelligence, and the IEEE SMC Technical Committee on Transactions on Computa-
tional Collective Intelligence.
Finally, we hope and intend that ICCCI 2017 will significantly contribute to the
academicexcellenceofthefieldandleadtotheevengreatersuccessofICCCIeventsin
the future.
September 2017 Ngoc Thanh Nguyen
George A. Papadopoulos
Piotr Jędrzejowicz
Bogdan Trawiński
Gottfried Vossen
Organization
Honorary Chairs
Pierre Lévy University of Ottawa, Canada
Cezary Madryas Wrocław University of Science and Technology,
Poland
Costas Christophides University of Cyprus, Cyprus
General Chairs
Ngoc Thanh Nguyen Wrocław University of Science and Technology,
Poland
George A. Papadopoulos University of Cyprus, Cyprus
Program Chairs
Costin Badica University of Craiova, Romania
Kazumi Nakamatsu University of Hyogo, Japan
Piotr Jędrzejowicz Gdynia Maritime University, Poland
Gottfried Vossen University of Münster, Germany
Special Session Chairs
Bogdan Trawiński Wrocław University of Science and Technology,
Poland
Achilleas Achilleos University of Cyprus, Cyprus
Doctoral Track Chair
George Pallis University of Cyprus, Cyprus
Organizing Chair
Georgia Kapitsaki University of Cyprus, Cyprus
Publicity Chair
Christos Mettouris University of Cyprus, Cyprus
VIII Organization
Keynote Speakers
Andreas Nürnberger Otto von Guericke University Magdeburg, Germany
Yannis Manolopoulos Aristotle University of Thessaloniki, Greece
Constantinos S. Pattichis University of Cyprus, Cyprus
Sławomir Zadrożny Systems Research Institute of the Polish Academy
of Sciences, Poland
Special Sessions Organizers
1. CSI 2017: Special Session on Computational Swarm Intelligence
Urszula Boryczka University of Silesia, Poland
Tomasz Gwizdałła University of Lodz, Poland
Jarosław Wąs AGH University of Science and Technology, Poland
2. WebSys 2017: Special Session on Intelligent Processing
of Multimedia in Web Systems
Kazimierz Choroś Wrocław University of Science and Technology,
Poland
Maria Trocan Institut Supérieur d’Électronique de Paris, France
3. CPSiA 2017: Special Session on Cyber-Physical Systems in the Automotive Area
Adam Ziębiński Silesian University of Technology, Poland
Markus Bregulla Technische Hochschule Ingolstadt, Germany
Rafal Cupek Silesian University of Technology, Poland
Hueseyin Erdogan Continental Ingolstadt, Germany
Daniel Grossman Technische Hochschule Ingolstadt, Germany
4. LRLP 2017: Special Session on Low-Resource Languages Processing
Ualsher Tukeyev al-Farabi Kazakh National University, Kazakhstan
Zhandos Zhumanov al-Farabi Kazakh National University, Kazakhstan
5. CSDMO 2017: Special Session on Cooperative Strategies
for Decision-Making and Optimization
Piotr Jędrzejowicz Gdynia Maritime University, Poland
Dariusz Barbucha Gdynia Maritime University, Poland
6. IoT-RC 2017: Special Session on Internet of Things – Its Relations
and Consequences
Vladimir Sobeslav University of Hradec Kralove, Czech Republic
Ondrej Krejcar University of Hradec Kralove, Czech Republic
Organization IX
Peter Brida University of Žilina, Slovakia
Peter Mikulecky University of Hradec Kralove, Czech Republic
7. MLMB 2017: Special Session on Machine Learning in Medicine and Biometrics
Piotr Porwik University of Silesia, Poland
Alicja Wakulicz-Deja University of Silesia, Poland
Agnieszka University of Silesia, Poland
Nowak-Brzezińska
International Program Committee
Muhammad Abulaish Jamia Millia Islamia (A Central University), India
Sharat Akhoury University of Cape Town, South Africa
Ana Almeida GECAD-ISEP-IPP, Portugal
Orcan Alpar University of Hradec Králové, Czech Republic
Bashar Al-Shboul University of Jordan, Jordan
Thierry Badard Laval University, Canada
Amelia Badica University of Craiova, Romania
Costin Badica University of Craiova, Romania
Hassan Badir Ecole Nationale des Sciences Appliquées de Tanger,
Morocco
Dariusz Barbucha Gdynia Maritime University, Poland
Nick Bassiliades Aristotle University of Thessaloniki, Greece
Maria Bielikova Slovak University of Technology in Bratislava,
Slovakia
Leon Bobrowski Bialystok University of Technology, Poland
Mariusz Boryczka University of Silesia, Poland
Urszula Boryczka University of Silesia, Poland
Abdelhamid Bouchachia Bournemouth University, UK
Peter Brida University of Žilina, Slovakia
Robert Burduk Wrocław University of Science and Technology,
Poland
Krisztian Buza Budapest University of Technology and Economics,
Hungary
Aleksander Byrski AGH University of Science and Technology, Poland
Jose Luis Calvo-Rolle University of A Coruna, Spain
David Camacho Universidad Autonoma de Madrid, Spain
Alberto Cano Virginia Commonwealth University, USA
Frantisek Capkovic Slovak Academy of Sciences, Slovakia
Richard Chbeir LIUPPA Laboratory, France
Shyi-Ming Chen National Taiwan University of Science
and Technology, Taiwan
Amine Chohra Paris-East University (UPEC), France
X Organization
Kazimierz Choroś Wrocław University of Science and Technology,
Poland
Mihaela Colhon University of Craiova, Romania
Jose Alfredo Ferreira Costa Universidade Federal do Rio Grande do Norte, Brazil
Boguslaw Cyganek AGH University of Science and Technology, Poland
Ireneusz Czarnowski Gdynia Maritime University, Poland
Paul Davidsson Malmö University, Sweden
Tien V. Do Budapest University of Technology and Economics,
Hungary
Vadim Ermolayev Zaporozhye National University, Ukraine
Nadia Essoussi University of Carthage, Tunisia
Rim Faiz University of Carthage, Tunisia
Faiez Gargouri University of Sfax, Tunisia
Mauro Gaspari University of Bologna, Italy
Janusz Getta University of Wollongong, Australia
Daniela Gifu University “Alexandru loan Cuza” of Iasi, Romania
Daniela Godoy ISISTAN Research Institute, Argentina
Antonio Gonzalez-Pardo Universidad Autonoma de Madrid, Spain
Manuel Grana University of the Basque Country, Spain
Foteini Grivokostopoulou University of Patras, Greece
Marcin Hernes Wrocław University of Economics, Poland
Huu Hanh Hoang Hue University, Vietnam
Tzung-Pei Hong National University of Kaohsiung, Taiwan
Mong-Fong Horng National Kaohsiung University of Applied Sciences,
Taiwan
Frederic Hubert Laval University, Canada
Maciej Huk Wrocław University of Science and Technology,
Poland
Dosam Hwang Yeungnam University, South Korea
Lazaros Iliadis Democritus University of Thrace, Greece
Agnieszka Indyka-Piasecka Wrocław University of Science and Technology,
Poland
Dan Istrate Université de Technologie de Compiégne, France
Mirjana Ivanovic University of Novi Sad, Serbia
Jaroslaw Jankowski West Pomeranian University of Technology, Poland
Joanna Jędrzejowicz University of Gdańsk, Poland
Piotr Jędrzejowicz Gdynia Maritime University, Poland
Gordan Jezic University of Zagreb, Croatia
Geun Sik Jo Inha University, South Korea
Kang-Hyun Jo University of Ulsan, South Korea
Jason Jung Chung-Ang University, South Korea
Tomasz Kajdanowicz Wrocław University of Science and Technology,
Poland
Petros Kefalas University of Sheffield International Faculty,
CITY College, Greece