Exploratory Review on Decision Support System for Disaster Management

Hong, Sean Goh Ka; Ahmad, Azhana; Azman, Raja Feninferina Raja; Faudzi, Masyura Ahmad

doi:10.1109/icimu49871.2020.9243314

Cited by 3 publications

(1 citation statement)

References 18 publications

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“…The suggestions are based on the knowledge of a specific domain, an understanding of difficulties within that domain, and the ability to solve these problems. Model-driven [27] Model-driven DSSs are complex systems that help in decision-making processes. They are used to create models of present events to anticipate the consequences of future events.…”

Section: Types Descriptionmentioning

confidence: 99%

The Use of Decision Support in Search and Rescue: A Systematic Literature Review

Nasar

Torres

Gundersen

et al. 2023

IJGI

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Whenever natural and human-made disasters strike, the proper response of the concerned authorities often relies on search and rescue services. Search and rescue services are complex multidisciplinary processes that involve several degrees of interdependent assignments. To handle such complexity, decision support systems are used for decision-making and execution of plans within search and rescue operations. Advances in data management solutions and artificial intelligence technologies have provided better opportunities to make more efficient and effective decisions that can lead to improved search and rescue operations. This paper provides findings from a bibliometric mapping and a systematic literature review performed to: (1) identify existing search and rescue processes that use decision support systems, data management solutions, and artificial intelligence technologies; (2) do a comprehensive analysis of existing solutions in terms of their research contributions to the investigated domain; and (3) investigate the potential for knowledge transfer between application areas. The main findings of this review are that non-conventional data management solutions are commonly used in land rescue operations and that geographical information systems have been integrated with various machine learning approaches for land rescue. However, there is a gap in the existing research on search and rescue decision support at sea, which can motivate future studies within this specific application area.

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Section: Types Descriptionmentioning

confidence: 99%

The Use of Decision Support in Search and Rescue: A Systematic Literature Review

Nasar

Torres

Gundersen

et al. 2023

IJGI

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A Prelim Investigation on Social Media Usage as Risk Communicational Platform for Klang Valley Flash Flood Management

Illias

Maarop

Hassan

et al. 2021

2021 7th International Conference on Research and Innovation in Information Systems (ICRIIS)

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Designing and Developing Dynamic Decision Support Information for Disaster Response

Hanashima,

Sano,

Usuda

2024

Proc. IAHS

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Abstract. Recently, Japan has been struck by extremely heavy rains and serious floods. To plan for disaster response, it is needed to consider various information such as precipitation, water level of rivers, weather forecasts, and so on. However, it requires high skill to integrate this information to utilize. Our study aims to provide the decision support information for both the national and the local governments by dynamic risk analysis to enforce disaster resilience. To demonstrate the effectiveness of disaster dynamics analysis, we have developed the “Dynamic Decision Support System for Disaster Response (DDS4D)”. DDS4D synthesizes natural observation data, social observation data, and geospatial data to provide decision support information that fits decision maker's the situational awareness in real time. Verifying several information products generated by DDS4D in the actual flood in Japan, we confirmed that they could support decision making of government.

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Exploratory Review on Decision Support System for Disaster Management

Cited by 3 publications

References 18 publications

The Use of Decision Support in Search and Rescue: A Systematic Literature Review

The Use of Decision Support in Search and Rescue: A Systematic Literature Review

A Prelim Investigation on Social Media Usage as Risk Communicational Platform for Klang Valley Flash Flood Management

Designing and Developing Dynamic Decision Support Information for Disaster Response

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