A systematic review of techniques employed for determining mental health using social media in psychological surveillance during disasters

D Karmegam, T Ramamoorthy… - Disaster medicine and …, 2020 - cambridge.org
After screening and analyzing the records, 18 studies were included … the traumatic event
from social media streams. … monitoring of critical situational information on social media. In: …

Analysis of social media based on terrorism—a review

PN Jain, AS Vaidya - Vietnam Journal of Computer Science, 2021 - World Scientific
… 10 years on the use of social media during a time of terrorist attack to addressing how to …
Tracking and analyzing individual distress following terrorist attacks using social media streams

[HTML][HTML] Methods and applications of social media monitoring of mental health during disasters: scoping review

SJ Teague, ABR Shatte, E Weller… - JMIR mental …, 2022 - mental.jmir.org
… collected via the platform’s public streaming application … course of psychopathology
following a distressing event [65]. … on social media comments: text mining and thematic analysis

Space-time surveillance of negative emotions after consecutive terrorist attacks in London

D Dai, R Wang - International journal of environmental research and …, 2020 - mdpi.com
after the two consecutive terrorist attacks using social media … This study analyzed the
geotagged Twitter data in the United … insights into concentrated mental distress, further research …

Tracking the evolution of crisis processes and mental health on social media during the COVID-19 pandemic

A Tommasel, A Diaz-Pace, D Godoy… - Behaviour & …, 2022 - Taylor & Francis
… from the language used on social media for analyzing the … phase as it relates to activities
after the recovery of the current … stream and have practical implications on the monitoring of …

Human sentiment and activity recognition in disaster situations using social media images based on deep learning

AM Sadiq, H Ahn, YB Choi - Sensors, 2020 - mdpi.com
… Although sentiment and activity analysis of text streams has … are followed for human
sentiments as well as activities that are … We adopted a conventional single hypothesis monitoring

Pulling through together: social media response trajectories in disaster-stricken communities

D Maldeniya, M De Choudhury, D Garcia… - … of Computational Social …, 2023 - Springer
social media in the aftermath of disasters follow a prototypical trajectory. We conduct our
analysis using … We use an archive of 10% of the Twitter stream to identify users who were in the …

Temporal and geospatial gradients of fear and anger in social media responses to terrorism

M Baucum, J Cui, RS John - ACM Transactions on Social Computing, 2020 - dl.acm.org
… to terrorism at a national level, we focus our analysis on the … focus on the social media
response following the shooting. In … monitoring public anger following a highly publicized act of …

Social media response and crisis communications in active shootings during COVID-19 pandemic

MA Rusho, MA Ahmed, AM Sadri - Transportation research interdisciplinary …, 2021 - Elsevier
… addressed for comprehending social media data analysis. As … clean tweets collected through
Twitter Streaming API. On Mar … We obtain the decomposition using the following conditional …

Assessing vulnerability to psychological distress during the COVID-19 pandemic through the analysis of microblogging content

M Viviani, C Crocamo, M Mazzola, F Bartoli… - Future Generation …, 2021 - Elsevier
… interest in the analysis of social media data under different … we have implemented the
following approach. First of all, the … Through access to this data stream, we gathered, from 15 …