Transportation Analytics in the Era of Big Data [electronic resource] edited by Satish V. Ukkusuri, Chao Yang.

This book presents papers based on the presentations and discussions at the international workshop on Big Data Smart Transportation Analytics held July 16 and 17, 2016 at Tongji University in Shanghai and chaired by Professors Ukkusuri and Yang. The book is intended to explore a multidisciplinary pe...

Full description

Bibliographic Details
Uniform Title:Complex Networks and Dynamic Systems, 2195-7258 ; 4
Corporate Author: SpringerLink (Online service)
Other Authors: Ukkusuri, Satish V. (Editor)
Yang, Chao (Editor)
Language:English
Published: Cham : Springer International Publishing : Imprint: Springer, 2019.
Edition:1st ed. 2019.
Series:Complex Networks and Dynamic Systems, 4
Subjects:
Operations research.
Civil engineering.
Transportation engineering.
Traffic engineering.
Online Access:
Springer Business and Management eBooks 2019 English/International: 2019 (Springer Link)
Format: Electronic eBook
Contents:
  • Preface
  • Chapter 1. Beyond Geotagged Tweets: Exploring the Geolocalisation of Tweets for Transportation Applications
  • Chapter 2. Social Media in Transportation Research and Promising Applications
  • Chapter 3. Ground transportation big data analytics and third party validation – solutions for a new era of regulation and private sector innovation
  • Chapter 4. A privacy-preserving urban traffic estimation system. - Chapter 5. Data, Methods, and Applications of Traffic Source Prediction. - Chapter 6. Analyzing the spatial and temporal characteristics of subway passenger flow based on smart card data
  • Chapter 7. An Initial Evaluation of the Impact of Location Obfuscation Mechanisms on Geospatial Analysis
  • Chapter 8. PETRA: The Personal Transport Advisor Platform and Services
  • Chapter 9. Mobility Pattern Identification Based on Mobile Phone Data.