Logic-Driven Traffic Big Data Analytics

Shaopeng Zhong () and Daniel (Jian) Sun ()
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Shaopeng Zhong: Dalian University of Technology
Daniel (Jian) Sun: Chang’an University

in Springer Books from Springer

Date: 2022
ISBN: 978-981-16-8016-8
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Chapters in this book:

Ch Chapter 1 Logic-Driven Traffic Big Data Analytics: An Introduction

Shaopeng Zhong and Daniel (Jian) Sun

Ch Chapter 10 Analysis of the Spatio-temporal Distribution of Traffic Accidents Based on Urban Built Environment Attributes and Microblog Data

Shaopeng Zhong and Daniel (Jian) Sun

Ch Chapter 11 Taxi Hailing Choice Behavior and Economic Benefit Analysis of Emission Reduction Based on Multi-mode Travel Big Data

Shaopeng Zhong and Daniel (Jian) Sun

Ch Chapter 12 Assessing Built Environment and Land Use Strategies from the Perspective of Urban Traffic Emissions: An Empirical Analysis Based on Massive Didi Online Car-Hailing Data

Shaopeng Zhong and Daniel (Jian) Sun

Ch Chapter 2 A Spatio-temporal Distribution Model for Determining Origin–Destination Demand from Multisource Data

Shaopeng Zhong and Daniel (Jian) Sun

Ch Chapter 3 Spatiotemporal Evolution of Ridesourcing Markets Under the New Restriction Policy: A Case Study in Shanghai

Shaopeng Zhong and Daniel (Jian) Sun

Ch Chapter 4 A Regression Discontinuity-Based Approach for Evaluating the Effect of Exclusive Bus Lanes on Average Vehicle Speeds

Shaopeng Zhong and Daniel (Jian) Sun

Ch Chapter 5 Analyzing Spatiotemporal Congestion Pattern on Urban Roads Based on Taxi GPS Data

Shaopeng Zhong and Daniel (Jian) Sun

Ch Chapter 6 Travel Time Estimation Based on Built Environment Attributes and Low-Frequency Floating Car Data

Shaopeng Zhong and Daniel (Jian) Sun

Ch Chapter 7 Exploring the Spatially Heterogeneous Effects of Urban Built Environment on Road Travel Time Variability

Shaopeng Zhong and Daniel (Jian) Sun

Ch Chapter 8 Taxi Driver Speeding: Who, When, Where and How? A Comparative Study Between Shanghai and New York

Shaopeng Zhong and Daniel (Jian) Sun

Ch Chapter 9 Effects of Congestion on Drivers’ Speed Choice: Assessing the Mediating Role of State Aggressiveness Based on Taxi Floating Car Data

Shaopeng Zhong and Daniel (Jian) Sun

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DOI: 10.1007/978-981-16-8016-8

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