Data Analytics: Paving the Way to Sustainable Urban Mobility : Proceedings of 4th Conference on Sustainable Urban Mobility (CSUM2018), 24 - 25 May, Skiathos Island, Greece

"This book aims at showing how big data sources and data analytics can play an important role in sustainable mobility. It is especially intended to provide academicians, researchers, practitioners and decision makers with a snapshot of methods that can be effectively used to improve urban mobility. The different chapters, which report on contributions presented at the 4th Conference on Sustainable Urban Mobility, held on May 24-25, 2018, in Skiathos Island, Greece, cover different thematic areas, such as social networks and traveler behavior, applications of big data technologies in transportation and analytics, transport infrastructure and traffic management, transportation modeling, vehicle emissions and environmental impacts, public transport and demand responsive systems, intermodal interchanges, smart city logistics systems, data security and associated legal aspects. They show in particular how to apply big data in improving urban mobility, discuss important challenges in developing and implementing analytics methods and provide the reader with an up-to-date review of the most representative research on data management techniques for enabling sustainable urban mobility."-- Provided by publisher Front Matter ....Pages i-xix Front Matter ....Pages 1-1 Have Information Technologies Forgotten Pedestrians? To What Extent Can It/Its Improve Pedestrian’s Mobility and Safety (Hector Monterde-i-Bort, Socrates Basbas, Charlotta Johansson, Lars Leden, Per Gårder)....Pages 3-10 Trip Generation Rates for a University Campus: The Case of the Aristotle University of Thessaloniki, Greece (Socrates Basbas, Konstantinos Takatzoglou, George Mintsis, Christos Taxiltaris, Ioannis Politis)....Pages 11-18 An Analysis on Drivers’ Self-reported Questionnaire Responses, Regarding Aggressive Driving, Attitude Toward Cyclists and Personal Values (Kyriakos Andronis, Nikolaos Mavridis, Alexandros Oikonomou, Socrates Basbas)....Pages 19-26 Redesigning the Seafront Area of Paphos (Spyridon Vougias, Konstantina Anastasiadou, Giorgos Vergas)....Pages 27-34 Development of an Aggregate Indicator for Evaluating Sustainable Urban Mobility in the City of Xanthi, Greece (Anastasios Tsiropoulos, Apostolos Papagiannakis, Dionysis Latinopoulos)....Pages 35-43 Performance Evaluation of GLOSA-Algorithms Under Realistic Traffic Conditions Using C2I-Communication (Michael Kloeppel, Jan Grimm, Severin Strobl, Rico Auerswald)....Pages 44-52 Front Matter ....Pages 53-53 Measuring Spatial Accessibility of Public Transport: The Case of the New Urban Rail Systems in the City of Thessaloniki, Greece (Ioannis Baraklianos, Konstandina Karagouni, Apostolos Papagiannakis)....Pages 55-62 TAToo – A Tracking for Planning Tool Applied to Cycling and Walking Data (André Ramos, João Bernardino)....Pages 63-70 Combining Land Use, Traffic and Demographic Data for Modelling Road Safety Performance in Urban Areas (Efthymis Papadopoulos, Ioannis Politis)....Pages 71-78 Urban Form and Transportation Infrastructure in European Cities (Poulicos Prastacos, Apostolos Lagarias)....Pages 79-88 Assessing the Impact of Changes in Mobility Behaviour to Evaluate Sustainable Transport Policies: Case of University Campuses of Politecnico di Milano (Alberto Bertolin, Samuel Tolentino, Paolo Beria, Eleonora Perotto, Fabio Carlo Guereschi, Paola Baglione et al.)....Pages 89-97 Neural Network-Based Road Accident Forecasting in Transportation and Public Management (Georgios N. Kouziokas)....Pages 98-103 Assessment of Drivers’ Perception of Quality of Service on Urban Roundabouts (Efterpi Damaskou, Ioannis Karagiotas, Maria Perpinia, Fotini Kehagia)....Pages 104-111 Luminance Adaptive Dynamic Background Models for Vision-Based Traffic Detection (Nazmul Haque, Md. Hadiuzzaman, Md. Yusuf Ali, Farhana Mozumder Lima)....Pages 112-120 Front Matter ....Pages 121-121 New Indicators in the Performance Analysis of a Public Transport Interchange Using Microsimulation Tools - The Colégio Militar Case Study (André Ramos, João de Abreu e Silva)....Pages 123-130 Improving the Assessment of Transport External Costs Using FCD Data (Livia Mannni, Ernesto Cipriani, Umberto Crisalli, Andrea Gemma, Giuseppe Vaccaro)....Pages 131-138 A Big Data Demand Estimation Framework for Multimodal Modelling of Urban Congested Networks (Guido Cantelmo, Francesco Viti)....Pages 139-146 Exploring Temporal and Spatial Structure of Urban Road Accidents: Some Empirical Evidences from Rome (Antonio Comi, Luca Persia, Agostino Nuzzolo, Antonio Polimeni)....Pages 147-155 Modeling Demand for Passenger Transfers in the Bounds of Public Transport Network (Vitalii Naumov)....Pages 156-163 Microsimulation Modelling of the Impacts of Double-Parking Along an Urban Axis (Katerina Chrysostomou, Achilleas Petrou, Georgia Aifadopoulou, Maria Morfoulaki)....Pages 164-171 Problems, Risks and Prospects of Ecological Safety’s Increase While Transition to Green Transport (Irina Makarova, Ksenia Shubenkova, Vadim Mavrin, Larisa Gabsalikhova, Gulnaz Sadygova, Timur Bakibayev)....Pages 172-180 Short-Term Prediction of the Traffic Status in Urban Places Using Neural Network Models (Georgia Aifadopoulou, Charalampos Bratsas, Kleanthis Koupidis, Aikaterini Chatzopoulou, Josep-Maria Salanova, Panagiotis Tzenos)....Pages 181-188 Front Matter ....Pages 189-189 The Walkability of Thessaloniki: Citizens’ Perceptions (Roxani Gkavra, Dimitrios Nalmpantis, Evangelos Genitsaris, Aristotelis Naniopoulos)....Pages 191-198 Perception of Smartphone Applications About Transportation Among University Students (Charis Chalkiadakis, Rallou Taratori, Socrates Basbas, Ioannis Politis)....Pages 199-206 Social Networking and Driving. A Study About Young Greeks (Theonymphi Xydianou, Pantelis Kopelias, Christos Marios Polymeropoulos, Elissavet Demiridi)....Pages 207-214 Crowdsourcing and Visual Research Methodologies to Promote Data Collection for Sustainable Mobility Planning (Efthimios Bakogiannis, Maria Siti, Konstantinos Athanasopoulo, Avgi Vassi, Charalampos Kyriakidis)....Pages 215-222 Megatrends, a Way to Identify the Future Transport Challenges (Vladislav Maraš, Mirjana Bugarinović, Eleni Anoyrkati, Alba Avarello)....Pages 223-232 Unveiling the Potential of ITS: Market Research Analysis (Ivan Zaldivar, Victor Corral, Eleni Anoyrkati, Viara Bojkova, Xavier Leal, Alba Avarello et al.)....Pages 233-240 Tactical Urbanism: Reclaiming the Right to Use Public Spaces in Thessaloniki, Greece (Angelidou Margarita)....Pages 241-248 How Big Data Affects the Design of Urban Furniture: An Approach from the Perspective of Industrial Design (Selim Hikmet Şahin, Füsun Curaoğlu)....Pages 249-255 Investigating the Role and Potential Impact of Social Media on Mobility Behavior (Maria Karatsoli, Eftihia Nathanail)....Pages 256-263 Campaigns and Awareness-Raising Strategies on Sustainable Urban Mobility (Vissarion Magginas, Maria Karatsoli, Giannis Adamos, Eftihia Nathanail)....Pages 264-271 A Comparison of Bicyclist Attitudes in Two Urban Areas in USA and Italy (Nikiforos Stamatiadis, Salvatore Cafiso, Giuseppina Pappalardo)....Pages 272-279 Behavior and Perceptions of University Students at Pedestrian Crossings (Socrates Basbas, Andreas Nikiforiadis, Evaggelia Sarafianou, Nikolaos Kolonas)....Pages 280-287 Influence of ICT Evolution and Innovation on Travel and Consumption Behaviour for Determining Sustainable Urban Mobility (Odile Heddebaut, Anne Fuzier)....Pages 288-295 ProMaaS - Mobility as a Service for Professionals (Christophe Feltus, Adnan Imeri, Sébastien Faye, Gérald Arnould, Djamel Khadraoui)....Pages 296-304 The Use of Social Computing in Travelers’ Activities Preference Analysis (Charis Chalkiadakis, Panagiotis Iordanopoulos, Evangelos Mitsakis, Eleni Chalkia)....Pages 305-312 Front Matter ....Pages 313-313 Development of a Methodology, Using Multi-Criteria Decision Analysis (MCDA), to Choose Between Full Pedestrianization and Traffic Calming Area (Woonerf Zone Type) (Ioannis Vasileiadis, Dimitrios Nalmpantis)....Pages 315-322 Influence of Traffic Emissions on Urban Air Quality: A Case Study of a Medium Sized City (Aggelos Aggelakakis, Afroditi Anagnostopoulou, Alkiviadis Tromaras, Maria Boile, Niki Mantzinou)....Pages 323-329 Cycling as a Key Component of the Athenian Sustainable Urban Mobility Plan (Efthimios Bakogiannis, Maria Siti, Georgia Christodoulopoulou, Christos Karolemeas, Charalampos Kyriakidis)....Pages 330-337 Assessment of CO2 Footprint of the New Athens Metro Line 4 during the Operation Phase (Aristidis Giakoumis, Fotini Kehagia, Efthimios Zervas)....Pages 338-345 Considerations on Sustainable Mobility: The Contribution of Cycling to the Shift of Transportation Behaviour (Elias Papastavrinidis, George Kollaros, Antonia Athanasopoulou, Vasiliki Kollarou)....Pages 346-352 Modelling Travelers’ Behavior in the Presence of Reward Schemes Offered for Green Multimodal Choices (Amalia Polydoropoulou, Ioanna Pagoni, Athena Tsirimpa, Ioannis Tsouros)....Pages 353-361 Densification of Cities or Improved Technology to Curb Greenhouse Gas Emissions? (Harald Nils Røstvik)....Pages 362-369 Traffic and Environmental Rehabilitation of the Agioi Anargyroi Square of the Municipality of Agioi Anargyroi – Kamatero (Christina Margariti, Efthimios Zervas, Dimitrios Nalmpantis)....Pages 370-377 Investigating Mobility Gaps in University Campuses (Panagiotis Papantoniou, Eleni Vlahogianni, George Yannis, Maria Attard, Pedro Valero Mora, Eva Campos Diaz et al.)....Pages 378-385 Big and Open Data Supporting Sustainable Mobility in Smart Cities – The Case of Thessaloniki (Georgia Aifadopoulou, Josep-Maria Salanova, Panagiotis Tzenos, Iraklis Stamos, Evangelos Mitsakis)....Pages 386-393 Economic Cost of Urban Freight GHG Mitigation (Christophe Rizet, Tu-Thi Hoai-Thu)....Pages 394-401 Traffic Noise Reduction and Sustainable Transportation: A Case Survey in the Cities of Athens and Thessaloniki, Greece (Vassilios Profillidis, George Botzoris, Athanasios Galanis)....Pages 402-409 Sustainable Urban Mobility Plans in Mediterranean Port-Cities: The SUMPORT Project (Marios Miltiadou, George Mintsis, Socrates Basbas, Christos Taxiltaris, Antonia Tsoukala)....Pages 410-417 Cooperative Intelligent Transport Systems as a Policy Tool for Mitigating the Impacts of Climate Change on Road Transport (Evangelos Mitsakis, Areti Kotsi)....Pages 418-425 Analysis of Mobility Patterns in Selected University Campus Areas (Eleni Vlahogianni, Panagiotis Papantoniou, George Yannis, Maria Attard, Alberto Regattieri, Francesco Piana et al.)....Pages 426-433 Front Matter ....Pages 435-435 Evaluation of Probabilistic Demands Usage for the Online Dial-a-Ride Problem (Athanasios Lois, Athanasios Ziliaskopoulos, Spyros Tsalapatas)....Pages 437-444 Understanding Taxi Travel Demand Patterns Through Floating Car Data (Agostino Nuzzolo, Antonio Comi, Enrica Papa, Antonio Polimeni)....Pages 445-452 Critical Moment for Taxi Sector: What Should Be Done by Traditional Taxi Sector After the TNC Disruption? (Kaan Yıldızgöz, Hüseyin Murat Çelik)....Pages 453-460 Predictive Maintenance for Buses: Outcomes and Potential from an Italian Case Study (Maria Vittoria Corazza, Daniela Vasari, Enrico Petracci, Luigi Brambilla)....Pages 461-468 Electrification of Public Transport: Lessons from the ELIPTIC Project (Yannick Bousse, Maria Vittoria Corazza, Marjorie De Belen, Jan Kowalski, Diego Salzillo Arriaga, Gerhard Sessing)....Pages 469-477 Conjoint Analysis for the Optimization of a Potential Flexible Transport Service (FTS) in the Region of Zagori, Greece (Alexandros Tsoukanelis, Evangelos Genitsaris, Dimitrios Nalmpantis, Aristotelis Naniopoulos)....Pages 478-486 Theoretical View on the Designing of Prototype of Business Model for a Transport Company (Irina Kuzmina-Merlino, Oksana Skorobogatova)....Pages 487-495 Investigating Potential Synergies Among Social Entrepreneurship and Public Transport Through Experts’ Consultation in Greece (Afroditi Stamelou, Evangelos Genitsaris, Dimitrios Nalmpantis, Aristotelis Naniopoulos)....Pages 496-503 Modeling Transit User Travel Time Perception in a Post-Economic Recession Era: The Case of Athens, Greece (Athanasios Kopsidas, Konstantinos Kepaptsoglou, Eleni Vlahogianni, Christina Iliopoulou)....Pages 504-511 The Aesthetic Integration of a Tramway System in the Urban Landscape - Evaluation of the Visual Nuisance (Christos Pyrgidis, Antonios Lagarias, Alexandros Dolianitis)....Pages 512-520 Redefinition of Public Transport in the Alto Minho Region, Portugal – An Overview (Sara Baltazar, Luís Barreto, António Amaral)....Pages 521-528 A Criteria-Based Evaluation Framework for Assessing Public Transport Related Concepts Resulted from Collective Intelligence Approaches (Evangelos Genitsaris, Afroditi Stamelou, Dimitrios Nalmpantis, Aristotelis Naniopoulos)....Pages 529-537 A Concept for Smart Transportation User-Feedback Utilizing Volunteered Geoinformation Approaches (Benjamin Dienstl, Johannes Scholz)....Pages 538-545 Operating Resilience of Severely Disrupted Urban Transport Systems (Sofia Bouki, Efthymia Apostolopoulou, Anna Anastasaki, Alexandros Deloukas)....Pages 546-553 Public Transport in Transnational Peripheral Areas: Challenges and Opportunities (Federico Cavallaro, Giulia Sommacal)....Pages 554-561 Front Matter ....Pages 563-563 Development of a Smart Picking System in the Warehouse (Raitis Apsalons, Gennady Gromov)....Pages 565-574 A Conceptual Framework for Planning Transhipment Facilities for Cargo Bikes in Last Mile Logistics (Tom Assmann, Sebastian Bobeth, Evelyn Fischer)....Pages 575-582 SWOT Analysis for the Introduction of Night Deliveries Policy in the Municipality of Thessaloniki (Efstathios Bouhouras, Socrates Basbas)....Pages 583-590 Design of a Digital Collaborative Tool to Improve Mobility in the Universities (Rodrigo Rebollo Pacheco, Ariela Goldbard Rochman, Ana Velázquez de la Vega, Erick López Ornelas, Octavio Mercado González, Felipe Victoriano Serrano)....Pages 591-598 The Implementation of Environmental Friendly City Logistics in South Baltic Region Cities (Kinga Kijewska, Stanisław Iwan)....Pages 599-606 Environmental Aspects of Urban Freight Movement in Private Sector (Afroditi Anagnostopoulou, Maria Boile)....Pages 607-613 Assessing Traffic and Environmental Impacts of Smart Lockers Logistics Measure in a Medium-Sized Municipality of Athens (Vasileios Kiousis, Eftihia Nathanail, Ioannis Karakikes)....Pages 614-621 Adaptability/Transferability in the City Logistics Measures Implementation (Kinga Kijewska, Stanisław Iwan)....Pages 622-630 Does the Implementation of Urban Freight Transport Policies and Measures Affect Stakeholders’ Behavior? (Eftihia Nathanail, Giannis Adamos, Ioannis Karakikes, Lambros Mitropoulos)....Pages 631-638 An Agent-Based Simulation of Retailers’ Ecological Behavior in Central Urban Areas. The Case Study of Turin (Elena Vallino, Elena Maggi, Elena Beretta)....Pages 639-646 Diagnostic of the European Logistics and Road Freight Transportation Sector (Georgia Aifadopoulou, Iraklis Stamos, Monica Giannini, Josep-Maria Salanova)....Pages 647-654 Urban Traffic Management Utilizing Soft Measures: A Case Study of Volos City (Maria Karatsoli, Ioannis Karakikes, Eftihia Nathanail)....Pages 655-662 Front Matter ....Pages 663-663 Applying Unsupervised and Supervised Machine Learning Methodologies in Social Media Textual Traffic Data (Konstantinos Kokkinos, Eftihia Nathanail, Elpiniki Papageorgiou)....Pages 665-672 Making Big Data Real in Upcoming Future: The Dynamic Toll Prices in the Portuguese Highways (André Ramos, Alexandra Rodrigues, Sónia Machado, Filipa Antunes, Pedro Ventura, Artur Martins et al.)....Pages 673-680 Assessment of Dynamic Geo-Positioning Using Multi-constellation GNSS in Challenging Environments (Stella Strataki, David Bétaille, Urs Hugentobler)....Pages 681-689 A Thorough Review and Analysis of Journey Planners (Dimitrios Sourlas, Eftihia Nathanail)....Pages 690-697 Investigating Multiple Areas of Mobility Using Mobile Phone Data (SmartCare) in Chile (Romain Deschamps, Paul Elliott)....Pages 698-705 The Contribution of Open Big Data Sources and Analytics Tools to Sustainable Urban Mobility (Samaras-Kamilarakis Stavros, Vogiatzakis Petros-Angelos, Eftihia Nathanail, Lambros Mitropoulos)....Pages 706-713 Beyond Travel Time Savings: Conceptualizing and Modelling the Individual Value Proposition of Mobility (Giuseppe Lugano, Zuzana Kurillova, Martin Hudák, Ghadir Pourhashem)....Pages 714-721 Future Technologies in the EU Transport Sector and Beyond: An Outlook of 2020–2035 (Alkiviadis Tromaras, Aggelos Aggelakakis, Merja Hoppe, Thomas Trachsel, Eleni Anoyrkati)....Pages 722-729 Spatial Heterogeneity, Scale, Data Character, and Sustainable Transport in the Big Data Era (Bin Jiang)....Pages 730-736 Front Matter ....Pages 737-737 Major Limitations and Concerns Regarding the Integration of Autonomous Vehicles in Urban Transportation Systems (Panagiotis Fafoutellis, Eleni G. Mantouka)....Pages 739-747 Data Protection in Smart Cities: Application of the EU GDPR (Maria Stefanouli, Chris Economou)....Pages 748-755 Connected and Autonomous Vehicles – Legal Issues in Greece, Europe and USA (Elissavet Demiridi, Pantelis Kopelias, Eftihia Nathanail, Alexander Skabardonis)....Pages 756-763 Implementing a Blockchain Infrastructure on Top of Vehicular Ad Hoc Networks (Argyris Gkogkidis, Nikolaos Giachoudis, Georgios Spathoulas, Ioannis Anagnostopoulos)....Pages 764-771 Shared Autonomous Electrical Vehicles and Urban Mobility: A Vision for Rome in 2035 (Agostino Nuzzolo, Luca Persia, Antonio Comi, Antonio Polimeni)....Pages 772-779 Geographic Transport Planning Principles in Norwegian City Regions: The Case of Work Travel in Stavanger (Daniela Müller-Eie)....Pages 780-788 Health Related Benefits of Non-motorised Transport: An Application of the Health Economic Assessment Tool of the World Health Organisation to the Case of Trikala, Greece (Pantoleon Skayannis, Marios Goudas, Diane Crone, Nick Cavill, Sonja Kahlmeier, Vasilena Mitsiadi)....Pages 789-796 Autonomous Vehicles and Blockchain Technology Are Shaping the Future of Transportation (Panagiota Georgia Saranti, Dimitra Chondrogianni, Stylianos Karatzas)....Pages 797-803 Front Matter ....Pages 805-805 Integrating Logistics and Transportation Simulation Tools for Long-Term Planning (Ioannis Karakikes, Wladimir Hofmann, Lambros Mitropoulos, Mihails Savrasovs)....Pages 807-814 Development and Simulation of Priority Based Control Strategies of Ground Vehicles Movements on the Aerodrome (David Weigert, Alina Rettmann, Iyad Alomar, Juri Tolujew)....Pages 815-822 Design and Prototyping of IoD Shared Service for Small and Medium Enterprise (Aleksandrs Avdekins, Mihails Savrasovs)....Pages 823-830 Comparing the Customer Use and Satisfaction in Two Latvian Transport Interchanges (Irina Yatskiv (Jackiva), Vaira Gromule)....Pages 831-838 Investigating the Accessibility Level in Riga’s International Coach Terminal: A Comparative Analysis with European Interchanges (Evelina Budilovich (Budiloviča), Vissarion Magginas, Giannis Adamos, Irina Yatskiv (Jackiva), Maria Tsami)....Pages 839-846 Impact of Critical Variables on Economic Viability of Converted Diesel City Bus into Electric Bus (Kristine Malnaca, Irina Yatskiv (Jackiva))....Pages 847-855 Shopping Malls Accessibility Evaluation Based on Microscopic Traffic Flow Simulation (Mihails Savrasovs, Irina Pticina, Valery Zemlynikin)....Pages 856-863 Back Matter ....Pages 865-868