Big data analytics for emergency communication networks: A survey

J Wang, Y Wu, N Yen, S Guo… - … Surveys & Tutorials, 2016 - ieeexplore.ieee.org
Disaster management is a crucial and urgent research issue. Emergency communication
networks (ECNs) provide fundamental functions for disaster management, because …

Big data and emergency management: concepts, methodologies, and applications

X Song, H Zhang, R Akerkar, H Huang… - … Transactions on Big …, 2020 - ieeexplore.ieee.org
Recent decades have seen a significant increase in the frequency, intensity, and impact of
natural disasters and other emergencies, forcing the governments around the world to make …

[HTML][HTML] Review of big data and processing frameworks for disaster response applications

SP Cumbane, G Gidófalvi - ISPRS International Journal of Geo …, 2019 - mdpi.com
Natural hazards result in devastating losses in human life, environmental assets and
personal, and regional and national economies. The availability of different big data such as …

The rising role of big data analytics and IoT in disaster management: recent advances, taxonomy and prospects

SA Shah, DZ Seker, S Hameed, D Draheim - IEEE Access, 2019 - ieeexplore.ieee.org
The recent development of big data analytics (BDA) and the Internet of Things (IoT)
technologies create a huge opportunity for both disaster management systems and disaster …

Introduction to social sensing and big data computing for disaster management

Z Li, Q Huang, CT Emrich - … Sensing and Big Data Computing for …, 2020 - taylorfrancis.com
Traditional data collection methods such as remote sensing and field surveying often fail to
offer timely information during or immediately following disaster events. Social sensing …

Extreme events management using multimedia social networks

F Amato, V Moscato, A Picariello, G Sperli'ì - Future Generation Computer …, 2019 - Elsevier
Although various researches have demonstrated that Social Networks offer a great
opportunity to detect and manage emergencies and disasters in real life applications, in this …

Edge technologies for disaster management: A survey of social media and artificial intelligence integration

M Aboualola, K Abualsaud, T Khattab, N Zorba… - IEEE …, 2023 - ieeexplore.ieee.org
Within the paradigm of smart cities, smart devices can be considered as a tool to enhance
safety. Edge sensing, Internet of Things (IoT), big data, social media analytics, edge …

[HTML][HTML] A big data reference architecture for emergency management

CA Iglesias, A Favenza, Á Carrera - Information, 2020 - mdpi.com
Nowadays, we are witnessing a shift in the way emergencies are being managed. On the
one hand, the availability of big data and the evolution of geographical information systems …

Establishing effective communications in disaster affected areas and artificial intelligence based detection using social media platform

M Raza, M Awais, K Ali, N Aslam… - Future Generation …, 2020 - Elsevier
Floods, earthquakes, storm surges and other natural disasters severely affect the
communication infrastructure and thus compromise the effectiveness of communications …

Discovering the relationship of disasters from big scholar and social media news datasets

L Zheng, F Wang, X Zheng, B Liu - Social Sensing and Big Data …, 2020 - taylorfrancis.com
The construction method for chains of disasters or events is still one of the core scientific
questions in studying the common rules of disaster's evolution. Especially when dealing with …