Rapid damage assessment using social media images by combining human and machine intelligence

M Imran, F Alam, U Qazi, S Peterson, F Ofli - arxiv preprint arxiv …, 2020 - arxiv.org
Rapid damage assessment is one of the core tasks that response organizations perform at
the onset of a disaster to understand the scale of damage to infrastructures such as roads …

Public perceptions of US earthquake early warning post-alert messages: Findings from focus groups and interviews

J Sutton, MM Wood, S Crouch, N Waugh - International Journal of Disaster …, 2023 - Elsevier
In May 2019, a false earthquake alert message was sent to the city of Ridgecrest, CA, in the
USA, an area that just 10 months prior had experienced a significant series of earthquake …

Exploring commenting behavior in the COVID-19 super-topic on Weibo

Y Chen, KR Wang, W Xu, Y Huang - Extended Abstracts of the 2021 CHI …, 2021 - dl.acm.org
During the COVID-19 pandemic, Chinese social media platform Weibo created a special
super-topic for online users to seek help through posts or provide help through comments …

Ai for disaster rapid damage assessment from microblogs

M Imran, U Qazi, F Ofli, S Peterson… - Proceedings of the AAAI …, 2022 - ojs.aaai.org
Formal response organizations perform rapid damage assessments after natural and human-
induced disasters to measure the extent of damage to infrastructures such as roads, bridges …

Overcoming barriers to social media use through multisensor integration in emergency management systems

R Grace - International Journal of Disaster Risk Reduction, 2021 - Elsevier
For over a decade, the field of crisis informatics has observed novel, ad hoc uses of social
media among citizens and digital volunteers while noting barriers that impede social media …

Assessment of the adequacy of mobile applications for disaster reduction

L Navarro de Corcuera, MDM Barbero-Barrera… - Environment …, 2022 - Springer
Natural events continue to take a heavy toll on human lives. Added to this are the challenge
of dynamic at-risk settings, uncertainty, and increasing threats, which demand holistic …

Challenges and opportunities when bringing machines onto the team: Human-AI teaming and flood evacuation decisions

V Samadi, KK Stephens, A Hughes… - … Modelling & Software, 2024 - Elsevier
Supporting humans and artificial intelligence (AI) machines as teammates in flood
evacuation decisions relies on a carefully designed system with the capability for monitoring …

[PDF][PDF] Mining risk behaviors from social media for pandemic crisis preparedness and response

Y Senarath, S Peterson, H Purohit… - Proceedings of the …, 2021 - sbp-brims.org
The significance of social media in crisis management is wellknown, as evident from the vast
literature generated in the last decade. Prior research has studied public behavior for …

Disaster rescue communication using mobile devices, social media, and artificial intelligence

KK Stephens, NH Carlson, Y Xu - International Handbook of Disaster …, 2023 - Springer
ICTs are key to effective disaster response and recovery. This chapter focuses on how
mobile devices, social media, and the use of artificial intelligence (AI) in the form of AI …

Best practices in disaster public communications: Evacuation alerting and social media

F Edwards, K Liu, AL Hughes, JZ Gao, D Goodrich… - 2022 - scholarworks.sjsu.edu
In August of 2020 Northern California experienced a dry lightning storm that ignited
numerous wildfires, including two adjacent to San Jose, California. The SCU and CZU …