The framework consists of three steps: data pre-processing, behavioral baseline modeling and disaster analytics. The data pre-processing step uses data mining ...
We use the framework to analyze Rwanda's 2012 floods and show that disasters tend to disrupt both mobility patterns and communication behaviors while recovery ...
The proposed framework exploits the granular behavioral models to evaluate the similarities and differences between the pre and post-disaster patterns. The ...
The framework projected to involve three stages: data pre-processing, behavioral standard calculation and tragedy analytics processes [15] . It's expected to ...
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This paper reviews recent methodologies for large-scale evacuation planning, a key element in risk reduction.
Studying human movement allows us to understand behavioral responses to large-scale environmental changes such as natural dis- asters. With the increasing rate ...
This paper presents a generic approach of integrating diffusion modelling into an agent based simulation framework that incorporates a cognitive and a physical ...
The experimental results demonstrate the efficiency of our model, and they suggest that human mobility following disasters can be significantly more predictable ...
Nov 9, 2020 · In this study, we utilize mobility dataset with ample sample size and high resolution under catastrophic events to quantify their disruption on human mobility.
The aim of this Rapid Literature Review is to identify existing patterns in modelling realistic behaviours and their underpinnings in models of disasters and.