Computational Collective Intelligence: 9th International Conference, ICCCI 2017, Nicosia, Cyprus, September 27-29, 2017, Proceedings, Part I PDF
Preview Computational Collective Intelligence: 9th International Conference, ICCCI 2017, Nicosia, Cyprus, September 27-29, 2017, Proceedings, Part I
fi 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 ©SpringerInternationalPublishingAG2017 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. 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Printedonacid-freepaper ThisSpringerimprintispublishedbySpringerNature TheregisteredcompanyisSpringerInternationalPublishingAG Theregisteredcompanyaddressis:Gewerbestrasse11,6330Cham,Switzerland 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
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