Mobility Patterns, Big Data and Transport Analytics

Mobility Patterns, Big Data and Transport Analytics
Author :
Publisher : Elsevier
Total Pages : 452
Release :
ISBN-10 : 9780128129715
ISBN-13 : 0128129719
Rating : 4/5 (719 Downloads)

Book Synopsis Mobility Patterns, Big Data and Transport Analytics by : Constantinos Antoniou

Download or read book Mobility Patterns, Big Data and Transport Analytics written by Constantinos Antoniou and published by Elsevier. This book was released on 2018-11-27 with total page 452 pages. Available in PDF, EPUB and Kindle. Book excerpt: Mobility Patterns, Big Data and Transport Analytics provides a guide to the new analytical framework and its relation to big data, focusing on capturing, predicting, visualizing and controlling mobility patterns - a key aspect of transportation modeling. The book features prominent international experts who provide overviews on new analytical frameworks, applications and concepts in mobility analysis and transportation systems. Users will find a detailed, mobility ‘structural’ analysis and a look at the extensive behavioral characteristics of transport, observability requirements and limitations for realistic transportation applications and transportation systems analysis that are related to complex processes and phenomena. This book bridges the gap between big data, data science, and transportation systems analysis with a study of big data’s impact on mobility and an introduction to the tools necessary to apply new techniques. The book covers in detail, mobility ‘structural’ analysis (and its dynamics), the extensive behavioral characteristics of transport, observability requirements and limitations for realistic transportation applications, and transportation systems analysis related to complex processes and phenomena. The book bridges the gap between big data, data science, and Transportation Systems Analysis with a study of big data’s impact on mobility, and an introduction to the tools necessary to apply new techniques. Guides readers through the paradigm-shifting opportunities and challenges of handling Big Data in transportation modeling and analytics Covers current analytical innovations focused on capturing, predicting, visualizing, and controlling mobility patterns, while discussing future trends Delivers an introduction to transportation-related information advances, providing a benchmark reference by world-leading experts in the field Captures and manages mobility patterns, covering multiple purposes and alternative transport modes, in a multi-disciplinary approach Companion website features videos showing the analyses performed, as well as test codes and data-sets, allowing readers to recreate the presented analyses and apply the highlighted techniques to their own data


Mobility Patterns, Big Data and Transport Analytics Related Books

Mobility Patterns, Big Data and Transport Analytics
Language: en
Pages: 452
Authors: Constantinos Antoniou
Categories: Social Science
Type: BOOK - Published: 2018-11-27 - Publisher: Elsevier

DOWNLOAD EBOOK

Mobility Patterns, Big Data and Transport Analytics provides a guide to the new analytical framework and its relation to big data, focusing on capturing, predic
New Mobilities
Language: en
Pages: 210
Authors: Todd Litman
Categories: Architecture
Type: BOOK - Published: 2021-06-17 - Publisher: Island Press

DOWNLOAD EBOOK

In New Mobilities: Smart Planning for Emerging Transportation Technologies, transportation expert Todd Litman examines 12 emerging transportation modes and serv
Beyond Mobility
Language: en
Pages: 296
Authors: Robert Cervero
Categories: Architecture
Type: BOOK - Published: 2017-12-05 - Publisher: Island Press

DOWNLOAD EBOOK

"Beyond Mobility" also seeks to rethink how projects are planned and designed in cities and suburbs at multiple geographic scales, from micro-designs such as pa
Mobility at Large
Language: en
Pages: 225
Authors: Justin D. Edwards
Categories: Literary Collections
Type: BOOK - Published: 2012-01-01 - Publisher: Liverpool University Press

DOWNLOAD EBOOK

Mobility at Large looks at the work of innovative contemporary travel writers who experiment with form, content, and the politics of representation. Authors suc
Mobility First
Language: en
Pages: 240
Authors: Sam Staley
Categories: Roads
Type: BOOK - Published: 2009 - Publisher: Rowman & Littlefield Publishers

DOWNLOAD EBOOK

Traffic congestion is a growing problem and unless policy makers and transportation officials make some dramatic changes, it will rise to unacceptable levels by