Social media use in emergency response to natural disasters: a systematic review with a public health perspective

K Muniz-Rodriguez, SK Ofori, LC Bayliss… - Disaster medicine and …, 2020 - cambridge.org
Social media research during natural disasters has been presented as a tool to guide
response and relief efforts in the disciplines of geography and computer sciences. This …

# MaskOn!# MaskOff! Digital polarization of mask-wearing in the United States during COVID-19

J Lang, WW Erickson, Z Jing-Schmidt - PloS one, 2021 - journals.plos.org
The coronavirus disease 2019 (COVID-19) has caused an unprecedented public health
crisis worldwide. Its intense politicization constantly made headlines, especially regarding …

Contribution of social media analytics to disaster response effectiveness: A systematic review of the literature

T Acikara, B Xia, T Yigitcanlar, C Hon - Sustainability, 2023 - mdpi.com
Disasters are sudden and catastrophic events with fatal consequences. Time-sensitive
information collection from disaster zones is crucial for improved and data-driven disaster …

WoLMIS: A labor market intelligence system for classifying web job vacancies

R Boselli, M Cesarini, S Marrara, F Mercorio… - Journal of intelligent …, 2018 - Springer
In the last decades, an increasing number of employers and job seekers have been relying
on Web resources to get in touch and to find a job. If appropriately retrieved and analyzed …

Mining social media text for disaster resource management using a feature selection based on forest optimization

A Bhoi, RC Balabantaray, D Sahoo, G Dhiman… - Computers & Industrial …, 2022 - Elsevier
Resource management is an essential task that needs to be performed by the government
or any disaster management agency during natural disasters. During these critical …

A deep learning-based social media text analysis framework for disaster resource management

A Bhoi, SP Pujari, RC Balabantaray - Social Network Analysis and Mining, 2020 - Springer
Social media has evolved itself as a significant tool used by people for information spread
during emergencies like natural or man-made disasters. Real-time analysis of this huge …

Agent-based simulation optimization for dynamic disaster relief distribution

C Fikar, P Hirsch, PC Nolz - Central European Journal of Operations …, 2018 - Springer
This work presents an agent-based simulation optimization framework to model the impact
of transport disruptions and word of mouth on disaster relief distribution. An agent-based …

Classification of crisis-related data on Twitter using a deep learning-based framework

NR Paul, D Sahoo, RC Balabantaray - Multimedia Tools and Applications, 2023 - Springer
In recent years, many citizens use social media platforms like Twitter to share and get the
most up-to-date information regarding crisis events such as natural and man-made crisis …

Technologies enabling situational awareness during disaster response: a systematic review

T Kedia, J Ratcliff, M O'Connor, S Oluic… - Disaster Medicine and …, 2022 - cambridge.org
Situational awareness (SA) is critical to mobilizing a rapid, efficient, and effective response
to disasters. Limited by time and resources, response agencies must make decisions about …

Towards labour market intelligence through topic modelling

F Colace, M De Santo, M Lombardi, F Mercorio… - 2019 - scholarspace.manoa.hawaii.edu
Nowadays, the number of people and companies using the Web to search for and advertise
job opportunities is growing apace, making data related to the Web labor market a rich …