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 …

[HTML][HTML] Toward integrated large-scale environmental monitoring using WSN/UAV/Crowdsensing: A review of applications, signal processing, and future perspectives

A Fascista - Sensors, 2022 - mdpi.com
Fighting Earth's degradation and safeguarding the environment are subjects of topical
interest and sources of hot debate in today's society. According to the United Nations, there …

Characterizing the propagation of situational information in social media during covid-19 epidemic: A case study on weibo

L Li, Q Zhang, X Wang, J Zhang, T Wang… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
During the ongoing outbreak of coronavirus disease (COVID-19), people use social media
to acquire and exchange various types of information at a historic and unprecedented scale …

Social network analysis: Characteristics of online social networks after a disaster

J Kim, M Hastak - International journal of information management, 2018 - Elsevier
Social media, such as Twitter and Facebook, plays a critical role in disaster management by
propagating emergency information to a disaster-affected community. It ranks as the fourth …

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 …

Social media for intelligent public information and warning in disasters: An interdisciplinary review

C Zhang, C Fan, W Yao, X Hu, A Mostafavi - International Journal of …, 2019 - Elsevier
Social media offers participatory and collaborative structure and collective knowledge
building capacity to the public information and warning approaches. Therefore, the author …

[HTML][HTML] Using artificial intelligence to identify emergency messages on social media during a natural disaster: A deep learning approach

CJ Powers, A Devaraj, K Ashqeen, A Dontula… - International Journal of …, 2023 - Elsevier
During natural disasters, emergency communication systems become overloaded, and
people are forced to turn to social media to make requests for help. This study employs …

Rapid assessment of disaster damage using social media activity

Y Kryvasheyeu, H Chen, N Obradovich, E Moro… - Science …, 2016 - science.org
Could social media data aid in disaster response and damage assessment? Countries face
both an increasing frequency and an increasing intensity of natural disasters resulting from …

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 …

[Књига][B] Big crisis data: social media in disasters and time-critical situations

C Castillo - 2016 - books.google.com
Social media is an invaluable source of time-critical information during a crisis. However,
emergency response and humanitarian relief organizations that would like to use this …