Understanding Complex Urban Systems Integrating Multidisciplinary Data in Urban Models /

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Walloth, Christian (Επιμελητής έκδοσης), Gebetsroither-Geringer, Ernst (Επιμελητής έκδοσης), Atun, Funda (Επιμελητής έκδοσης), Werner, Liss C. (Επιμελητής έκδοσης)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2016.
• Έκδοση: 1st ed. 2016.
• Σειρά: Understanding Complex Systems,
• Θέματα: Engineering.; Data mining.; Urban geography.; Statistical physics.; Sociophysics.; Econophysics.; Complexity, Computational.; Complexity.; Nonlinear Dynamics.; Urban Geography / Urbanism (inc. megacities, cities, towns).; Socio- and Econophysics, Population and Evolutionary Models.; Data Mining and Knowledge Discovery.

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...

Πίνακας περιεχομένων:

• 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.