Transportation Analytics in the Era of Big Data

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Ukkusuri, Satish V. (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), Yang, Chao (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2019.
• Έκδοση: 1st ed. 2019.
• Σειρά: Complex Networks and Dynamic Systems, 4
• Θέματα: Operations research.; Decision making.; Civil engineering.; Transportation.; Operations Research/Decision Theory.; Civil Engineering.

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...

Πίνακας περιεχομένων:

• 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.