Computational Collective Intelligence: 11th International Conference, ICCCI 2019, Hendaye, France, September 4–6, 2019, Proceedings, Part I PDF
Preview Computational Collective Intelligence: 11th International Conference, ICCCI 2019, Hendaye, France, September 4–6, 2019, Proceedings, Part I
Ngoc Thanh Nguyen · Richard Chbeir · Ernesto Exposito · Philippe Aniorté · Bogdan Trawiński (Eds.) 3 8 Computational 6 1 1 I A Collective Intelligence N L 11th International Conference, ICCCI 2019 Hendaye, France, September 4–6, 2019 Proceedings, Part I 123 fi Lecture Notes in Arti cial Intelligence 11683 Subseries of Lecture Notes in Computer Science Series Editors Randy Goebel University of Alberta, Edmonton, Canada Yuzuru Tanaka Hokkaido University, Sapporo, Japan Wolfgang Wahlster DFKI and Saarland University, Saarbrücken, Germany Founding Editor Jörg Siekmann DFKI and Saarland University, Saarbrücken, Germany More information about this series at http://www.springer.com/series/1244 Ngoc Thanh Nguyen Richard Chbeir (cid:129) (cid:129) é Ernesto Exposito Philippe Aniort (cid:129) (cid:129) ń Bogdan Trawi ski (Eds.) Computational Collective Intelligence 11th International Conference, ICCCI 2019 – Hendaye, France, September 4 6, 2019 Proceedings, Part I 123 Editors Ngoc ThanhNguyen Richard Chbeir TonDuc Thang University University of PauandPays del’Adour HoChiMinh City,Vietnam Pau, France Wrocław University of Science Philippe Aniorté andTechnology University of PauandPays del’Adour Wrocław,Poland Pau, France ErnestoExposito University of PauandPays del’Adour Pau, France Bogdan Trawiński Wrocław University of Science andTechnology Wrocław,Poland ISSN 0302-9743 ISSN 1611-3349 (electronic) Lecture Notesin Artificial Intelligence ISBN 978-3-030-28376-6 ISBN978-3-030-28377-3 (eBook) https://doi.org/10.1007/978-3-030-28377-3 LNCSSublibrary:SL7–ArtificialIntelligence ©SpringerNatureSwitzerlandAG2019 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,theauthorsandtheeditorsaresafetoassumethattheadviceandinformationinthisbookare 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 the proceedings of the 11th International Conference on Computational Collective Intelligence (ICCCI 2019), held in Hendaye, France, September 4–6, 2019. The conference was co-organized by the French SIGAPP Chapter (ACM Special Interest Group on Applied Computing), the LIUPPA (Laboratoire d’Informatique de l’Université de Pau et des Pays de l’Adour), France, 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. Following the successes of the First ICCCI (2009) held in Wrocław, Poland, the Second ICCCI (2010) in Kaohsiung, Taiwan, the Third ICCCI (2011) in Gdynia, Poland,the4thICCCI(2012)inHoChiMinhCity,Vietnam,the5thICCCI(2013)in Craiova,Romania,the6thICCCI(2014)inSeoul,SouthKorea,the7thICCCI(2015) inMadrid,Spain,the8thICCCI(2016)inHalkidiki,Greece, the9thICCCI(2017)in Nicosia,Cyprus,andthe10thICCCI(2018)inBristol,UK,thisconferencecontinued to provide an internationally respected forum for scientific research in the computer-based methods of collective intelligence and their applications. Computational collective intelligence (CCI) is most often understood as a sub-field ofartificialintelligence (AI) dealingwith soft computingmethodsthatfacilitate group decisions or processing knowledge among autonomous units acting in distributed environments.Methodological,theoretical,andpracticalaspectsofCCIareconsidered 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, evolutionary computation, neural systems, consensus theory, etc., can support human and other collective intelligence, andcreatenewformsofCCIinnaturaland/orartificialsystems.Threesubfieldsofthe application of computational intelligence technologies to support various forms of collective intelligence are of special interest but are not exclusive: the Semantic Web (asanadvancedtoolforincreasingcollectiveintelligence),socialnetworkanalysis(as thefieldtargetedattheemergenceofnewformsofCCI),andmulti-agentsystems(asa computational andmodelingparadigm especially tailored tocapture thenatureofCCI emergence in populations of autonomous individuals). The ICCCI 2019 conference featured a number of keynote talks and oral presentations,closelyalignedtothethemeoftheconference. Theconferenceattracted a substantial number of researchers and practitioners from all over the world, who submitted their papers for the main track and four special sessions. The main track, covering the methodology and applications of CCI, included: knowledgeengineeringandSemanticWeb,socialnetworksandrecommendersystems, text processing and information retrieval, data mining methods and applications, computer vision techniques, decision support and control systems, as well as innovations in intelligent systems. The special sessions, covering some specific topics vi Preface of particular interest, included: cooperative strategies for decision making and optimization, intelligent modeling and simulation approaches for real world systems, computational collective intelligence and natural language processing, machine learninginreal-worlddata,distributedcollectiveintelligenceforsmartmanufacturing, collectiveintelligenceforscienceandtechnology,intelligent managementinformation systems,intelligentsustainablesmartcities,newtrendsandchallengesineducation:the University4.0,intelligentprocessingofmultimediainwebsystems,aswellasbigdata streaming, applications and security. Wereceivedmorethan200submissionsfrom41countriesallovertheworld.Each paper was reviewed by two to four members of the international Program Committee (PC) of either the main track or one of the special sessions. Finally, we selected 117 bestpapersfororalpresentationandpublicationintwovolumesoftheLectureNotesin Artificial Intelligence series. We would like to express our thanks to the keynote speakers: Eneko Agirre from University of the Basque Country, Spain, Costin Bădică from University of Craiova, Romania, Piotr Jędrzejowicz from Gdynia Maritime University, Poland, and Nicolas Spyratos from Paris-Sud (Paris-Saclay) University, France, for their world-class plenary speeches. Manypeoplecontributedtowardthesuccessoftheconference.First,wewouldlike to recognize the work of the PC 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 workshop and special session chairs deserveaspecialmention for theevaluation oftheproposalsand theorganizationand coordinationoftheworkofsevenspecialsessions.Inaddition,wewouldliketothank 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, publicity chair, Web chair, and technical support chair for their fantastic work before and during the conference. Finally, we cordially thank all the authors, presenters, and delegatesfortheirvaluablecontributiontothissuccessfulevent.Theconferencewould not have been possible without their support. Our special thanks are also due to Springer for publishing the proceedings and sponsoring awards, and to all the other sponsors for their kind support. It is our pleasure to announce that the ICCCI conference series continues to have a closecooperationwiththeSpringerjournalTransactionsonComputationalCollective Intelligence,andtheIEEESMCTechnicalCommitteeonTransactionsonComputational CollectiveIntelligence. Finally, we hope that ICCCI 2019 contributed significantly to the academic excellenceofthefieldandwillleadtotheevengreatersuccessofICCCIeventsinthe future. September 2019 Ngoc Thanh Nguyen Richard Chbeir Ernesto Exposito Philippe Aniorté Bogdan Trawiński Organization Organizing Committee Honorary Chairs Mohamad Amara President of University of Pau and Pays de l’Adour, France Cezary Madryas Rector of Wrocław University of Science and Technology, Poland General Chairs Richard Chbeir University of Pau and Pays de l’Adour, France Ngoc Thanh Nguyen Wrocław University of Science and Technology, Poland General Vice-chair Philippe Aniorté University of Pau and Pays de l’Adour, France Program Chairs Ernesto Exposito University of Pau and Pays de l’Adour, France Nick Bassiliades Aristotle University of Thessaloniki, Greece Costin Bădică University of Craiova, Romania Gottfried Vossen University of Münster, Germany Edward Szczerbicki University of Newcastle, Australia Organizing Chair Khouloud Salameh American University of Ras Al Khaimah, UAE Steering Committee Ngoc Thanh Nguyen Wrocław University of Science and Technology, Poland Shyi-Ming Chen National Taiwan University of Science and Technology, Taiwan Toyoaki Nishida Kyoto University, Japan Geun-Sik Jo Inha University, South Korea Kiem Hoang University of Information Technology, VNU-HCM, Vietnam Ryszard Kowalczyk Swinburne University of Technology, Australia Lakhmi C. Jain University of South Australia, Australia viii Organization Janusz Kacprzyk Polish Academy of Sciences, Poland Manuel Núñez Universidad Complutense de Madrid, Spain Yannis Manolopolos Aristotle University of Thessaloniki, Greece Piotr Jędrzejowicz Gdynia Maritime University, Poland Dosam Hwang Yeungnam University, South Korea Special Session Chairs Bogdan Trawiński Wrocław University of Science and Technology, Poland Joe Tekli Lebanese American University, Lebanon Doctoral Track Chair Khouloud Salameh American University of Ras Al Khaimah, UAE Publicity Chairs Philippe Arnould University of Pau and Pays de l’Adour, France Marek Krótkiewicz Wrocław University of Science and Technology, Poland Webmaster Elio Mansour University of Pau and Pays de l’Adour, France Local Organizing Committee Elio Mansour University of Pau and Pays de l’Adour, France Lara Kallab University of Pau and Pays de l’Adour, France Karam Bou Chaaya University of Pau and Pays de l’Adour, France Marcin Jodłowiec Wrocław University of Science and Technology, Poland Bernadetta Maleszka Wrocław University of Science and Technology, Poland Marcin Maleszka Wrocław University of Science and Technology, Poland Krystian Wojtkiewicz Wrocław University of Science and Technology, Poland Keynote Speakers Eneko Agirre University of the Basque Country, Spain Costin Bădică University of Craiova, Romania Piotr Jędrzejowicz Gdynia Maritime University, Poland Nicolas Spyratos Paris-Sud (Paris-Saclay) University, France Organization ix Special Session Organizers BiSAS 2019 – Special Session on Big Data Streaming, Applications and Security Raja Chiky ISEP Paris, France Farid Meziane Salford University, UK CCINLP 2019 – Special Session on Computational Collective Intelligence and Natural Language Processing Ismaïl Biskri University of Québec à Trois-Rivières, Canada Adel Jebali Concordia University, Canada CIST 2019 – Special Session on Collective Intelligence for Science and Technology Habiba Drias Laboratory of Research in Artificial Intelligence, USTHB, Algiers, Algeria Sadok Ben Yahia Tallinn University of Technology, Estonia Abdellatif El-Afia UniversityMohammedVinRabat,ENSIAS,Morocco Nadjet Kamel University Ferhat Abbas Setif 1, Algeria CSDMO 2019 – Special Session on Cooperative Strategies for Decision Making and Optimization Dariusz Barbucha Gdynia Maritime University, Poland Ireneusz Czarnowski Gdynia Maritime University, Poland Piotr Jędrzejowicz Gdynia Maritime University, Poland DCISM 2019 – Distributed Collective Intelligence for Smart Manufacturing Marcin Fojcik Western Norway University of Applied Sciences, Norway Rafał Cupek Silesian University of Technology, Poland Adam Ziębiński Silesian University of Technology, Poland Knut Øvsthus Western Norway University of Applied Sciences, Norway IMIS 2019 – Special Session on Intelligent Management Information Systems Marcin Hernes Wrocław University of Economics, Poland Artur Rot Wrocław University of Economics, Poland IMSARWS 2019 – Special Session on Intelligent Modeling and Simulation Approaches for Real World Systems Doina Logofătu Frankfurt University of Applied Sciences, Germany Costin Bădică University of Craiova, Romania Florin Leon Gheorghe Asachi Technical University of Iaşi, Romania
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