Mobility patterns, big data and transport analytics : tools and applications for modeling /

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Bibliographic Details
Edition:First edition.
Imprint:Amsterdam, Netherlands : Elsevier, [2019]
©2019
Description:1 online resource.
Language:English
Subject:
Format: E-Resource Book
URL for this record:http://pi.lib.uchicago.edu/1001/cat/bib/11761104
Hidden Bibliographic Details
Other authors / contributors:Antoniou, Constantinos, editor.
Dimitriou, Loukas, editor.
Pereira, Francisco Baptista, editor.
ISBN:9780128129715
0128129719
9780128129708
0128129700
Notes:Includes index.
Print version record.
Summary: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.
Other form:Print version: Mobility patterns, big data and transport analytics. Amsterdam : Elsevier, 2018 9780128129708