Situational awareness extraction: a comprehensive review of social media data classification during natural hazards
J Vongkusolkit, Q Huang - Annals of GIS, 2021 - Taylor & Francis
Social media (eg, Twitter and Facebook) can be regarded as vital sources of information
during disasters to improve situational awareness (SA) and disaster management since they …
during disasters to improve situational awareness (SA) and disaster management since they …
[HTML][HTML] Automatic identification of eyewitness messages on twitter during disasters
Social media platforms such as Twitter provide convenient ways to share and consume
important information during disasters and emergencies. Information from bystanders and …
important information during disasters and emergencies. Information from bystanders and …
Using AI and social media multimodal content for disaster response and management: Opportunities, challenges, and future directions
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 …
during disasters and emergencies to post situational updates including reports of injured or …
How engaging are disaster management related social media channels? The case of Australian state emergency organisations
Social media is increasingly becoming a formal tool of communication across the world. For
example, state emergency organisations maintain social media channels to share …
example, state emergency organisations maintain social media channels to share …
Social media in conflicts and crises
The growing importance of social media in conflicts and crises is accompanied by an ever-
increasing research interest in the crisis informatics field in order to identify potential benefits …
increasing research interest in the crisis informatics field in order to identify potential benefits …
[HTML][HTML] Geolocating tweets via spatial inspection of information inferred from tweet meta-fields
M Zohar - International Journal of Applied Earth Observation and …, 2021 - Elsevier
In the last 10, years the Twitter social network has become a robust messaging platform. To
date, Twitter has more than 500 million users worldwide. A given tweet can contain the …
date, Twitter has more than 500 million users worldwide. A given tweet can contain the …
Fighting disaster misinformation in Latin America: the# 19S Mexican earthquake case study
C Flores-Saviaga, S Savage - Personal and Ubiquitous Computing, 2021 - Springer
Social media platforms have been extensively used during natural disasters. However, most
prior work has lacked focus on studying their usage during disasters in the Global South …
prior work has lacked focus on studying their usage during disasters in the Global South …
Multi-Channel Convolutional Neural Network for the Identification of Eyewitness Tweets of Disaster
During a disaster, a large number of disaster-related social media posts are widely
disseminated. Only a small percentage of disaster-related information is posted by …
disseminated. Only a small percentage of disaster-related information is posted by …
Toward tweet-mining framework for extracting terrorist attack-related information and reporting
The widespread popularity of social networking is leading to the adoption of Twitter as an
information dissemination tool. Existing research has shown that information dissemination …
information dissemination tool. Existing research has shown that information dissemination …
The importance of ground-truth and crowdsourcing data for the statistical and spatial analyses of the NASA FIRMS active fires in the Mediterranean Turkish forests
Forest fires, one of the fundamental reasons of environmental degradation all around the
world, can cause great devastation to biological diversity, climate, and human welfare …
world, can cause great devastation to biological diversity, climate, and human welfare …