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Data Analytics: Paving the Way to Sustainable Urban Mobility

Proceedings of 4th Conference on Sustainable Urban Mobility (CSUM2018), 24 - 25 May, Skiathos Island, Greece

  • Conference proceedings
  • © 2019

Overview

Editors:
  1. Eftihia G. Nathanail

    1. Department of Civil Engineering, Traffic, Transportation and Logistics Laboratory (TTLog), University of Thessaly, Volos, Greece

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  2. Ioannis D. Karakikes

    1. Department of Civil Engineering, Traffic, Transportation and Logistics Laboratory (TTLog), University of Thessaly, Volos, Greece

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  • Reports on applications of big data and analytics in transportation modeling and traffic management
  • Covers a wide range of topics, from optimization to assessment of safety and mobility
  • Describes effective data-driven methods for modeling transportation
  • Addresses the implications associated to digitization and cyber security

Part of the book series: Advances in Intelligent Systems and Computing (AISC, volume 879)

Included in the following conference series:

Conference proceedings info: CSUM 2018.

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Table of contents (105 papers)

  1. Front Matter

    Pages i-xxi
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  2. Data-Driven Infrastructure Management

    1. Front Matter

      Pages 1-1
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    2. 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

    3. 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

    4. 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

    5. Redesigning the Seafront Area of Paphos

      • Spyridon Vougias, Konstantina Anastasiadou, Giorgos Vergas
      Pages 27-34

    6. 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

    7. Performance Evaluation of GLOSA-Algorithms Under Realistic Traffic Conditions Using C2I-Communication

      • Michael Kloeppel, Jan Grimm, Severin Strobl, Rico Auerswald
      Pages 44-52

  3. Transport Data and Analytics

    1. Front Matter

      Pages 53-53
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    2. 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

    3. TAToo – A Tracking for Planning Tool Applied to Cycling and Walking Data

      • André Ramos, João Bernardino
      Pages 63-70

    4. Combining Land Use, Traffic and Demographic Data for Modelling Road Safety Performance in Urban Areas

      • Efthymis Papadopoulos, Ioannis Politis
      Pages 71-78

    5. Urban Form and Transportation Infrastructure in European Cities

      • Poulicos Prastacos, Apostolos Lagarias
      Pages 79-88

    6. 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

    7. Neural Network-Based Road Accident Forecasting in Transportation and Public Management

      • Georgios N. Kouziokas
      Pages 98-103

    8. Assessment of Drivers’ Perception of Quality of Service on Urban Roundabouts

      • Efterpi Damaskou, Ioannis Karagiotas, Maria Perpinia, Fotini Kehagia
      Pages 104-111

    9. Luminance Adaptive Dynamic Background Models for Vision-Based Traffic Detection

      • Nazmul Haque, Md. Hadiuzzaman, Md. Yusuf Ali, Farhana Mozumder Lima
      Pages 112-120

  4. Big Data and Transport Modelling

    1. Front Matter

      Pages 121-121
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    2. 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

    3. Improving the Assessment of Transport External Costs Using FCD Data

      • Livia Mannini, Ernesto Cipriani, Umberto Crisalli, Andrea Gemma, Giuseppe Vaccaro
      Pages 131-138
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  1. Data Analytics: Paving the Way to Sustainable Urban Mobility

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About this book

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

Editors and Affiliations

  • Department of Civil Engineering, Traffic, Transportation and Logistics Laboratory (TTLog), University of Thessaly, Volos, Greece

    Eftihia G. Nathanail, Ioannis D. Karakikes

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