Edge Technologies for Disaster Management: A Survey of Social Media and Artificial Intelligence Integration

Aboualola, Mohamed; Abualsaud, Khalid; Khattab, Tamer; Hassanein, Hossam S.

doi:10.1109/access.2023.3293035

Cited by 23 publications

(4 citation statements)

References 155 publications

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“…• Data Analytics and AI: Utilize data analytics and artificial intelligence (AI) to process and analyze the information collected from sensors. AI algorithms can identify patterns, anomalies, and potential disaster triggers, enabling timely responses [119] .…”

Section: Smart Disaster Management: Ensuring Resilience In Buildings ...mentioning

confidence: 99%

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Shaping resilient buildings and cities: Climate change impacts, metrics, and strategies for mitigation and adaptation

Bouramdane

2024

Infor. Syst. Smart. City

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In an era characterized by unprecedented urbanization and escalating concerns about climate change, the resilience of buildings and cities has emerged as a paramount global imperative. This review article embarks on a comprehensive exploration of the intricate relationship between climate change and the built environment, delving into multi-faceted dimensions that encompass climate change impacts, quantification methodologies, adaptive strategies, disaster management, eco-centric design paradigms, and assessment metrics. As the world grapples with the challenges posed by shifting climate patterns, understanding the intricate interplay between these elements becomes pivotal to fostering sustainable urban development. From the far-reaching implications of climate change on buildings and cities to the intricate tools and strategies that assess, mitigate, and adapt to these shifts, this article offers a comprehensive roadmap for creating resilient urban landscapes that thrive amidst environmental uncertainties. By amalgamating diverse insights and approaches, it envisions a future where eco-design, climate resilience, and pragmatic strategies converge to shape buildings and cities that stand as bastions of sustainability and fortitude.

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Section: Smart Disaster Management: Ensuring Resilience In Buildings ...mentioning

confidence: 99%

“…• Disaster Management: Investment in smart disaster management systems, including early warning systems, evacuation plans, and resilient infrastructure, should be a priority for governments at all levels [119,122,124] .…”

mentioning

confidence: 99%

Shaping resilient buildings and cities: Climate change impacts, metrics, and strategies for mitigation and adaptation

Bouramdane

2024

Infor. Syst. Smart. City

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“…Real-time tracking technologies, such as RFID and GPS, provide continuous monitoring capabilities crucial for the safety and accountability of patients and staff during evacuations (Patel et al, 2022;Misra et al, 2022). AI-based systems, through their ability to process and analyze large volumes of data, offer invaluable support in making quick and informed decisions (Aboualola et al, 2023;Himeur et al, 2023;Damaševičius et al, 2023). These systems can dynamically suggest optimal evacuation routes, manage crowd dynamics, and adapt to evolving emergency conditions, thus enhancing the overall responsiveness of the evacuation process.…”

Section: Implementation Of Real-time Tracking and Aibased Systemsmentioning

confidence: 99%

Review of advanced emergency evacuation procedures in hospital buildings: comprehensive analysis and insights

Wu,

Nie,

Zeng

et al. 2024

Front. Built Environ.

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This research paper explores the integration of novel technologies in hospital emergency evacuations, particularly in Operating Rooms (ORs) and Emergency Departments (EDs). It examines the application of advanced tools like simulation modeling, Building Information Modeling (BIM), Digital Twin technology, sensor data, and Artificial Intelligence (AI) to improve evacuation strategies in the building. The study extends to in-depth case studies for assessing the practicality of existing protocols, while also highlighting the critical importance of staff training and preparedness. Additionally, it addresses the ethical and psychological impacts of emergencies on patients and healthcare staff, underscoring the need for technology to be complemented with human-centered care. The paper concludes by emphasizing the ongoing necessity for innovative research in enhancing safety and operational resilience in healthcare emergency management.

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“…Lee et al [98] expanded on the practicality and effectiveness of utilizing AI as an advisory platform for disaster response based on Big Data and designed an AI advisor platform for disaster response with Big Data-based algorithms. Aboualola et al [99] indicated that the emergency management platform should use social media data as a data source of the platform and combine it with the data perceived by the edge-aware IoT system. Liu et al [100] presented UrbanKG, an urban knowledge graph system incorporating a knowledge graph with urban computing.…”

Section: Intelligent Technologies For Disaster Managementmentioning

confidence: 99%

Intelligent-Technology-Empowered Active Emergency Command Strategy for Urban Hazardous Chemical Disaster Management

Lyu,

Zhou,

Liu

et al. 2023

Sustainability

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Urban safety production is a core component of social safety and is associated with the production, storage and transport of hazardous chemicals, which are potential sources of disaster in an urban area. Chemicals’ locations in a city present a hidden site of danger, which can easily become disaster sites if supervision is inadequate. Aiming to improve the processes and typical scenarios of the production, storage, transportation and use of hazardous chemicals, this paper proposes an intelligent-technology-empowered active emergency command strategy (ITAECS) for urban hazardous chemical disaster management (UHCDM) in smart–safe cities. This paper aims to provide a strategy for active emergency command that takes into account the disaster source; hidden danger site; or disaster site of hazardous chemicals such as natural gas, gasoline and hydrogen energy based on five aspects: intelligent perception technology and equipment, a dynamically perceived IoT system, the accurate deduction of disaster posture, virtual reality emergency rescue rehearsal and an immersive emergency command platform. This research is conducive to the safety, efficiency and greenness of the whole industrial chain, such as the production, storage, transportation, operation and use of hazardous chemicals. There are difficulties and challenges in introducing ITAECS to urban hazardous chemical production safety and emergency management, such as the need for joint promotion of enterprises, industries and governments; uneven technological development; and several scientific–technological issues to be solved, as well as non-uniform standards. Overall, this paper helps improve the emergency management of urban hazardous chemical safety production.

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Edge Technologies for Disaster Management: A Survey of Social Media and Artificial Intelligence Integration

Cited by 23 publications

References 155 publications

Shaping resilient buildings and cities: Climate change impacts, metrics, and strategies for mitigation and adaptation

Shaping resilient buildings and cities: Climate change impacts, metrics, and strategies for mitigation and adaptation

Review of advanced emergency evacuation procedures in hospital buildings: comprehensive analysis and insights

Intelligent-Technology-Empowered Active Emergency Command Strategy for Urban Hazardous Chemical Disaster Management

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