JOURNAL ARTICLE

Towards an Info-Symbiotic Decision Support System for Disaster Risk Management

Abstract

This paper outlines a framework for an info-symbiotic modelling system using cyber-physical sensors to assist in decision-making. Using a dynamic data-driven simulation approach, this system can help with the identification of target areas and resource allocation in emergency situations. Using different natural disasters as exemplars, we will show how cyber-physical sensors can enhance ground level intelligence and aid in the creation of dynamic models to capture the state of human casualties. Using a virtual command & control centre communicating with sensors in the field, up-to-date information of the ground realities can be incorporated in a dynamic feedback loop. Using other information (e.g. Weather models) a complex and rich model can be created. The framework adaptively manages the heterogeneous collection of data resources and uses agent-based models to create what-if scenarios in order to determine the best course of action.

Keywords:
Computer science Cyber-physical system Emergency management Field (mathematics) Identification (biology) Decision support system Resource management (computing) Command and control Resource (disambiguation) Computer security Data science Distributed computing Artificial intelligence

Metrics

14
Cited By
2.14
FWCI (Field Weighted Citation Impact)
34
Refs
0.91
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Simulation Techniques and Applications
Social Sciences →  Decision Sciences →  Management Science and Operations Research
Scientific Computing and Data Management
Social Sciences →  Decision Sciences →  Information Systems and Management
Opportunistic and Delay-Tolerant Networks
Physical Sciences →  Computer Science →  Computer Networks and Communications

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