Understanding Complex Urban Systems Integrating Multidisciplinary Data in Urban Models /

This book is devoted to the modeling and understanding of complex urban systems. This second volume of Understanding Complex Urban Systems focuses on the challenges of the modeling tools, concerning, e.g., the quality and quantity of data and the selection of an appropriate modeling approach. It is...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor Corporativo: SpringerLink (Online service)
Otros Autores: Walloth, Christian (Editor ), Gebetsroither-Geringer, Ernst (Editor ), Atun, Funda (Editor ), Werner, Liss C. (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Cham : Springer International Publishing : Imprint: Springer, 2016.
Edición:1st ed. 2016.
Colección:Understanding Complex Systems,
Temas:
Dynamics.
Nonlinear theories.
Nonlinear Optics.
Sociology, Urban.
System theory.
Data mining.
Applied Dynamical Systems.
Urban Sociology.
Complex Systems.
Data Mining and Knowledge Discovery.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • Introduction
  • Combining Agent-Based Modeling with Big Data Methods to Support
  • Urban Development Simulator: How Can Participatory Data Gathering Support Modeling of Complex Urban Systems
  • Bypassing Data Unavailability in Urban Systems Modeling
  • Big Data? No Data. How to Pro-actively Deal With Unexpected Change in Cities Where (Big) Data is Not Available
  • Conceptualizing the Urban System as a System of Flows
  • Operationalizing the Capabilities Approach for Modeling Household Welfare Shifts in Urban Systems: A Special Focus on the Transportation Outcomes of Urban Resettlement
  • Interventions in Complex Urban Systems: How to Enable Modeling to Account for Disruptive Innovation.

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