Public alert and warning system literature review in the USA: identifying research gaps and lessons for practice

AA Sadiq, R Okhai, J Tyler, R Entress - Natural hazards, 2023 - Springer
As emergencies continue to impact communities in the USA on an unprecedented scale, it is
imperative for communities to look for effective ways to keep people safe and reduce future …

Llm-assisted crisis management: Building advanced llm platforms for effective emergency response and public collaboration

HT Otal, E Stern, MA Canbaz - 2024 IEEE Conference on …, 2024 - ieeexplore.ieee.org
Emergencies, disasters, and other forms of critical incidents often unfold rapidly,
necessitating a swift and effective response. In this research, we introduce a novel approach …

[HTML][HTML] Multi-modal mining of crowd-sourced data: Efficient provision of humanitarian aid to remote regions affected by natural disasters

S Khanmohammadi, E Golafshani, Y Bai, H Li… - International Journal of …, 2023 - Elsevier
Data mining applications have the potential to address current deficiencies in the provision
of humanitarian aid in natural disasters. Simultaneous text and image analysis in crowd …

Ai-powered crisis response: Streamlining emergency management with llms

HT Otal, MA Canbaz - 2024 IEEE World Forum on Public Safety …, 2024 - ieeexplore.ieee.org
Facing the urgent requirement for effective emergency management, our study introduces a
groundbreaking approach leveraging the capabilities of open-source Large Language …

Digitalized co-production of emergency response: ICT-enabled dispatch and coordination of volunteers at the emergency site

S Pilemalm, A Follin, E Prytz - Journal of Humanitarian Logistics and …, 2025 - emerald.com
Purpose Volunteers play an increasingly important role in emergency response logistics.
However, to make most use of their capabilities, they need to be dispatched to the …

Cues facilitating collective sensemaking during emergencies: Gaps, inconsistencies, and indicators

R Grace, F Pang, J Kropczynski - International Journal of Disaster Risk …, 2024 - Elsevier
In emergency communications centers, call takers gather information from 9-1-1 callers
which dispatchers then radio to first responders. This workflow changes, however, when …

[图书][B] A European Perspective on Crisis Informatics: Citizens' and Authorities' Attitudes Towards Social Media for Public Safety and Security

C Reuter - 2022 - books.google.com
Mobilising helpers in the event of a flood or letting friends know that you are okay in the
event of a terrorist attack–more and more people are using social media in emergency, crisis …

Continuity planning for public health crises: Designing workplace redundancies for organizational resilience.

R Grace, S Gautam, A Tapia - Journal of emergency management …, 2023 - europepmc.org
Continuity planning prepares organizations to maintain essential functions despite
disruptions to critical infrastructure that occur during crises. Continuity planning is especially …

Comparative Analysis of Machine Learning Models for Real-Time Disaster Tweet Classification: Enhancing Emergency Response with Social Media Analytics

G Airlangga - Brilliance: Research of Artificial Intelligence, 2024 - jurnal.itscience.org
In the realm of disaster management, the real-time analysis of social media data, particularly
from Twitter, has become indispensable. This study investigates the efficacy of various …

The Geography of Conflicts: A Comparative Assessment of Web Data

J Bongard, T Elßner, X Hu, J Kersten - Proceedings of the 8th ACM …, 2023 - dl.acm.org
The lack of trust is one of the most frequently addressed research gaps that hinders the
practical deployment of social media information into decision-making process of disaster …