Data Analytics: Paving the Way to Sustainable Urban Mobility: Proceedings of 4th Conference on Sustainable Urban Mobility (CSUM2018), 24 - 25 May, Skiathos Island, Greece PDF
Preview Data Analytics: Paving the Way to Sustainable Urban Mobility: Proceedings of 4th Conference on Sustainable Urban Mobility (CSUM2018), 24 - 25 May, Skiathos Island, Greece
Advances in Intelligent Systems and Computing 879 Eftihia G. Nathanail Editors Ioannis D. Karakikes Data Analytics: Paving the Way to Sustainable Urban Mobility Proceedings of 4th Conference on Sustainable Urban Mobility (CSUM2018), 24–25 May, Skiathos Island, Greece Advances in Intelligent Systems and Computing Volume 879 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 Eftihia G. Nathanail Ioannis D. Karakikes (cid:129) Editors Data Analytics: Paving the Way to Sustainable Urban Mobility Proceedings of 4th Conference on Sustainable – Urban Mobility (CSUM2018), 24 25 May, Skiathos Island, Greece 123 Editors Eftihia G.Nathanail Ioannis D.Karakikes Department ofCivil Engineering Traffic, Department ofCivil Engineering Traffic, Transportation andLogistics Laboratory Transportation andLogistics Laboratory (TTLog) (TTLog) University of Thessaly University of Thessaly Volos, Greece Volos, Greece ISSN 2194-5357 ISSN 2194-5365 (electronic) Advances in Intelligent Systems andComputing ISBN978-3-030-02304-1 ISBN978-3-030-02305-8 (eBook) https://doi.org/10.1007/978-3-030-02305-8 LibraryofCongressControlNumber:2018957487 ©SpringerNatureSwitzerlandAG2019 Thisworkissubjecttocopyright.AllrightsarereservedbythePublisher,whetherthewholeorpart of the 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 orinformationstorageandretrieval,electronicadaptation,computersoftware,orbysimilarordissimilar methodologynowknownorhereafterdeveloped. The use of general descriptive names, registered names, trademarks, service marks, etc. in this publicationdoesnotimply,evenintheabsenceofaspecificstatement,thatsuchnamesareexemptfrom therelevantprotectivelawsandregulationsandthereforefreeforgeneraluse. The publisher, the authors and the editors are safe to assume that the advice and information in this book are believed to be true and accurate at the date of publication. Neither the publisher nor the authorsortheeditorsgiveawarranty,expressorimplied,withrespecttothematerialcontainedhereinor for any errors or omissions that may have been made. The publisher remains neutral with regard to jurisdictionalclaimsinpublishedmapsandinstitutionalaffiliations. ThisSpringerimprintispublishedbytheregisteredcompanySpringerNatureSwitzerlandAG Theregisteredcompanyaddressis:Gewerbestrasse11,6330Cham,Switzerland Preface This issue contains papers presented at the 4th Conference on Sustainable Urban Mobility (CSUM2018), which was held on May 24–25, 2018, in Skiathos Island, Greece.TheconferencefocusedonDataAnalytics:PavingtheWaytoSustainable UrbanMobility,asasequenceonthethemesofthepreviousthreeeventsongreen modes of transport, the impact of ITS in transit services and behavior, and the anthropocentricapproachinurbanmobilityplanning.Theincreasinganddemanding needs for transport services, alleviating at the same time the consequences on the sustainability of the urban agglomeration and environment, place the emerging technologiesasthetoppriorityoftheinvolvedstakeholders.Intheeraofbigdataand digitization,theinterestissettomeetthechallengeofprovidinghigh-levelmobility services by exploring the new capabilities opened to the domain. Data mining, data analytics, and machine learning techniques are in play. GPS and smart personal appliances, point detectors,and socialmedia are indicative sources providing ample information, which when handled properly are transformed to vital knowledge for betterplanningandachievingsustainablemobility. The above topics and many more were the content of CSUM2018. Delegates from28countriessharedtheirinterests,findings,andexperience.Followingatleast a three-round open review process, 103 papers of 268 authors were selected out of the 168 submitted and were presented at the conference, with the addition of three keynotes and two stakeholders’ presentations. The geospatial perspective of big data is discussed in some researchers’ work, which focuses on social networking and the usage of crowdsourcing in affecting mobility planning and travelers’ behavior. Urban space plays an important role in the livable city and its preservation is associated with eco-friendly travel activities and transportation infrastructure design, and some conference papers demonstrate that.ControllingCO2emissionsisthemainconcernofpolicymakers,whopromote and favor mobility as a service and collaborative and cooperative transportation systems. Relevant topics are covered by researchers, in various applications. Incident detection, demand and traffic management, trip planning, shared infras- tructure,shared,connectedandautonomousvehiclesconstitutesomeoftheareasof researchinvolvingbigdata,depictedinanothergroupofpapers.Theirapplicability v vi Preface raises cybersecurity issues, and the associated legal aspects, which are still under investigation, are addressed. We believe that this book will provide the reader with an up-to-date review of the most representative research on data management techniques for enabling sustainable urban mobility. We also hope that the presented work will trigger a dialog for more efficient and effective ways of exploiting emerging technologies and facilitate the development and operation of collaborative schemes, which are considered crucial for achieving sustainable mobility. Special thanks to the pre- senters,authors,andreviewerswhocontributedtothehighqualityofthecontents, and we wish you a pleasant reading. July 2018 Eftihia G. Nathanail Ioannis D. Karakikes Guest Editors Organization Organizing Committee Chair Eftihia Nathanail Department of Civil Engineering, University of Thessaly, Volos, Greece Organizing Committee Giannis Adamos Department of Civil Engineering, University of Thessaly, Volos, Greece Ioannis Karakikes Department of Civil Engineering, University of Thessaly, Volos, Greece Lambros Mitropoulos Department of Civil Engineering, University of Thessaly, Volos, Greece Scientific Committee Members Joao Abreu University of Lisbon, Portugal Giannis Adamos University of Thessaly, Greece Constantinos Antoniou Technical University of Munich, Germany Gogo Ayfadopoulou Hellenic Institute of Transport, Greece Sokratis Basbas Aristotle University of Thessaloniki, Greece Bin Jiang University of Gävle, Sweden Maria Boile University of Piraeus, Greece Oded Cats Delft University of Technology, Netherlands Floridea Di Ciommo Center for Innovation in Transport, Spain Wouter Dewulf University of Antwerp, Belgium Nikolaos Eliou University of Thessaly, Greece Sonja Forward Swedish National Road and Transport Research Institute, Sweden Athanasios Galanis University of Thessaly, Greece vii viii Organization Odile Heddebaut French Institute of Science and Technology for Transport, Development and Networks, France Irina Jackiva Transport and Telecommunication Institute, Latvia Foteini Kehagia Aristotle University of Thessaloniki, Greece Konstantinos Kepaptsoglou National Technical University of Athens, Greece Pantelis Kopelias University of Thessaly, Greece Allan Larsen Technical University of Denmark, Denmark Marco Mazzarino Venice International University, Italy Mihails Savrasovs Transport and Telecommunication Institute, Latvia George Mintsis Aristotle University of Thessaloniki, Greece Lambros Mitropoulos University of Thessaly, Greece Evaggelos Mitsakis Hellenic Institute of Transport, Greece Andres Monzon Technical University of Madrid, Spain Aristotelis Naniopoulos Aristotle University of Thessaloniki, Greece Eftihia Nathanail University of Thessaly, Greece Juan de Ona University of Granada, Spain Markos Papageorgiou Technical University of Crete, Greece Christos Pyrgidis Aristotle University of Thessaloniki, Greece Ioannis Politis Aristotle University of Thessaloniki, Greece Amalia Polydoropoulou University of Aegean, Greece Vasilios Profilidis Democritus University of Thrace, Greece Soora Rasouli Eindhoven University of Technology, Netherlands Rosaldo Rossetti University of Porto, Portugal Jens Schade Dresden University of Technology, Germany Johannes Scholz Graz University of Technology, Austria Pantoleon Skayannis University of Thessaly, Greece Christos Taxiltaris Aristotle University of Thessaloniki, Greece Francesco Viti University of Luxembourg, Luxembourg Thierry Vanelslander University of Antwerp, Belgium Konstantinos Vogiatzis University of Thessaly, Greece Spyridon Vougias Aristotle University of Thessaloniki, Greece George Yannis National Technical University of Athens, Greece Contents Data-Driven Infrastructure Management Have Information Technologies Forgotten Pedestrians? To What Extent Can It/Its Improve Pedestrian’s Mobility and Safety . . . . . . . . . 3 Hector Monterde-i-Bort, Socrates Basbas, Charlotta Johansson, Lars Leden, and Per Gårder Trip Generation Rates for a University Campus: The Case of the Aristotle University of Thessaloniki, Greece. . . . . . . . . . . . . . . . . 11 Socrates Basbas, Konstantinos Takatzoglou, George Mintsis, Christos Taxiltaris, and Ioannis Politis An Analysis on Drivers’ Self-reported Questionnaire Responses, Regarding Aggressive Driving, Attitude Toward Cyclists and Personal Values. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 19 Kyriakos Andronis, Nikolaos Mavridis, Alexandros Oikonomou, and Socrates Basbas Redesigning the Seafront Area of Paphos. . . . . . . . . . . . . . . . . . . . . . . . 27 Spyridon Vougias, Konstantina Anastasiadou, and Giorgos Vergas Development of an Aggregate Indicator for Evaluating Sustainable Urban Mobility in the City of Xanthi, Greece . . . . . . . . . . . . . . . . . . . . 35 Anastasios Tsiropoulos, Apostolos Papagiannakis, and Dionysis Latinopoulos Performance Evaluation of GLOSA-Algorithms Under Realistic Traffic Conditions Using C2I-Communication . . . . . . . . . . . . . . . . . . . . 44 Michael Kloeppel, Jan Grimm, Severin Strobl, and Rico Auerswald ix
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