Applications of artificial intelligence for disaster management

W Sun, P Bocchini, BD Davison - Natural Hazards, 2020 - Springer
Natural hazards have the potential to cause catastrophic damage and significant
socioeconomic loss. The actual damage and loss observed in the recent decades has …

Use of social media in crisis management: A survey

A Saroj, S Pal - International Journal of Disaster Risk Reduction, 2020 - Elsevier
Emergency situations arising out of natural disasters like tsunami, earthquakes, floods,
hurricanes or man-made ones like terror strikes, riots, accidents, etc. cause tremendous …

Using social media to mine and analyze public opinion related to COVID-19 in China

X Han, J Wang, M Zhang, X Wang - International journal of environmental …, 2020 - mdpi.com
The outbreak of Corona Virus Disease 2019 (COVID-19) is a grave global public health
emergency. Nowadays, social media has become the main channel through which the …

[HTML][HTML] Social media analytics–Challenges in topic discovery, data collection, and data preparation

S Stieglitz, M Mirbabaie, B Ross… - International journal of …, 2018 - Elsevier
Since an ever-increasing part of the population makes use of social media in their day-to-
day lives, social media data is being analysed in many different disciplines. The social …

[HTML][HTML] Big data in natural disaster management: a review

M Yu, C Yang, Y Li - Geosciences, 2018 - mdpi.com
Undoubtedly, the age of big data has opened new options for natural disaster management,
primarily because of the varied possibilities it provides in visualizing, analyzing, and …

The role of Big Data in explaining disaster resilience in supply chains for sustainability

T Papadopoulos, A Gunasekaran, R Dubey… - Journal of cleaner …, 2017 - Elsevier
The purpose of this paper is to propose and test a theoretical framework to explain resilience
in supply chain networks for sustainability using unstructured Big Data, based upon 36,422 …

Using AI and social media multimodal content for disaster response and management: Opportunities, challenges, and future directions

M Imran, F Ofli, D Caragea, A Torralba - Information Processing & …, 2020 - Elsevier
Abstract People increasingly use Social Media (SM) platforms such as Twitter and Facebook
during disasters and emergencies to post situational updates including reports of injured or …

Presence and mobility of the population during the first wave of Covid-19 outbreak and lockdown in Italy

P Beria, V Lunkar - Sustainable cities and society, 2021 - Elsevier
The non-medical policies implemented by many countries to “flatten the curve” during the
COVID-19 outbreak has people stranded in their homes and some, out of their homes …

Visual analytics: A comprehensive overview

W Cui - IEEE access, 2019 - ieeexplore.ieee.org
With the ever-increasing amount of data, the world has stepped into the era of “Big Data”.
Presently, the analysis of massive and complex data and the extraction of relevant …

Event classification and location prediction from tweets during disasters

JP Singh, YK Dwivedi, NP Rana, A Kumar… - Annals of Operations …, 2019 - Springer
Social media is a platform to express one's view in real time. This real time nature of social
media makes it an attractive tool for disaster management, as both victims and officials can …