Handbook of mobility data mining. Volume Three, Mobility data-driven applications /

"The book introduces how to design MDM platforms that adapt to the evolving mobility environment-and new types of transportation and users-based on an integrated solution that utilizes sensing and communication capabilities to tackle significant challenges faced by the MDM field. This third vol...

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Bibliographic Details
Corporate Author:	ScienceDirect (Online service)
Other Authors:	Zhang, Haoran (College teacher) (Editor)
Format:	eBook
Language:	English
Published:	Amsterdam, Netherlands : Cambridge, MA, United States, Elsevier ; [2023]
Subjects:	Data mining. Transportation > Data processing. Exploration de données (Informatique) Transport > Informatique. Data mining Transportation > Data processing Electronic books. Case studies. Études de cas.
Online Access:	Connect to the full text of this electronic book

Table of Contents:

Chapter One - Mobility data in bike-sharing systems
Chapter Two - Improvement of an online ride-hailing system based on empirical GPS data
Chapter Three - Research on vehicle routing problem and application scenarios
Chapter Four - Travel demand prediction model and applications
Chapter five - Railway usage behavior analysis based on mobile phone big data
Chapter Six - An Origin-Destination matrix prediction-based road dynamic pricing optimization system
Chapter Seven - Blockchain for location-based big data-driven services
Chapter Eight - Mobility data in urban road emission mitigation
Chapter Nine - Living environment inequity analyses based on mobile phone big data.