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

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 exp...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Otros Autores: Antoniou, Constantinos (Editor ), Dimitriou, Loukas (Editor ), Pereira, Francisco Baptista (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Amsterdam, Netherlands : Elsevier, [2019]
Edición:First edition.
Temas:
Urban transportation.
Urban transportation > Simulation methods.
Traffic engineering.
Big data.
Transports urbains.
Transports urbains > M�ethodes de simulation.
Technique de la circulation.
Donn�ees volumineuses.
urban transportation.
traffic engineering.
BUSINESS & ECONOMICS > Industries > Transportation.
TRANSPORTATION > Public Transportation.
Big data
Traffic engineering
Urban transportation
Urban transportation > Simulation methods
Acceso en línea:Texto completo
Descripción
Sumario: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.
Notas:Includes index.
Descripción Física:1 online resource (xix, 432 pages) : illustrations (some color)
ISBN:9780128129715
0128129719

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