Social media in disaster communication
This chapter surveys the rapid rise of social media in a range of disaster experiences,
reviewing topics of citizen reporting, community-oriented computing, distributed problem …
reviewing topics of citizen reporting, community-oriented computing, distributed problem …
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 …
Analysis of social media data using multimodal deep learning for disaster response
Multimedia content in social media platforms provides significant information during disaster
events. The types of information shared include reports of injured or deceased people …
events. The types of information shared include reports of injured or deceased people …
Leveraging multimodal social media data for rapid disaster damage assessment
During disaster response and recovery stages, stakeholders including governmental
agencies collect disaster's impact information to inform disaster relief, resource allocation …
agencies collect disaster's impact information to inform disaster relief, resource allocation …
Descriptive and visual summaries of disaster events using artificial intelligence techniques: case studies of Hurricanes Harvey, Irma, and Maria
People increasingly use microblogging platforms such as Twitter during natural disasters
and emergencies. Research studies have revealed the usefulness of the data available on …
and emergencies. Research studies have revealed the usefulness of the data available on …
A twitter tale of three hurricanes: Harvey, irma, and maria
People increasingly use microblogging platforms such as Twitter during natural disasters
and emergencies. Research studies have revealed the usefulness of the data available on …
and emergencies. Research studies have revealed the usefulness of the data available on …
Assessing post-disaster recovery using sentiment analysis: The case of L'Aquila, Italy
Memorial days of disasters represent an opportunity to evaluate the progress of recovery.
This article uses sentiment analysis (SA) to assess post-disaster recovery on the 10th …
This article uses sentiment analysis (SA) to assess post-disaster recovery on the 10th …
Hazardous weather prediction and communication in the modern information environment
During the last few decades, scientific capabilities for understanding and predicting weather
and climate risks have advanced rapidly. At the same time, technological advances, such as …
and climate risks have advanced rapidly. At the same time, technological advances, such as …
Localizing and quantifying damage in social media images
Traditional post-disaster assessment of damage heavily relies on expensive GIS data,
especially remote sensing image data. In recent years, social media has become a rich …
especially remote sensing image data. In recent years, social media has become a rich …
[PDF][PDF] Identifying disaster damage images using a domain adaptation approach
Approaches for effectively filtering useful situational awareness information posted by
eyewitnesses of disasters, in real time, are greatly needed. While many studies have …
eyewitnesses of disasters, in real time, are greatly needed. While many studies have …