Enhancing disaster response with automated text information extraction from social media images

HB Firmansyah, JL Fernandez-Marquez… - 2023 IEEE Ninth …, 2023 - ieeexplore.ieee.org
During disasters, social media can serve as a valuable source of real-time information about
the impacts on people and infrastructure. However, due to the lack of geographical …

Improving social media geolocation for disaster response by using text from images and chatgpt

HB Firmansyah, V Lorini, MO Mulayim… - Proceedings of the …, 2024 - dl.acm.org
Social media can serve as a valuable source of timely and valuable information about the
impacts on people and infrastructure during a disaster. However, due to the lack of …

CURD: Context-aware Relevance and Urgency Determination

A Adesokan, S Madria - … of the 36th International Conference on …, 2024 - dl.acm.org
During emergencies where time is of the essence, efficient management of disasters
depends on swiftly recognizing relevant and urgent information from online platforms like X …

AI-Enhanced Disaster Management: A Modular OSINT System for Rapid Automated Reporting

K Schwarz, K Bollens, D Arias Aranda, M Hartmann - 2024 - digibug.ugr.es
This paper presents the Open-Source Intelligence Disaster Event Tracker (ODET), a
modular platform that provides customizable endpoints and agents for each processing step …

Social Media Multimodal Information Analysis based on the BiLSTM-Attention-CNN-XGBoost Ensemble Neural Network

L Jixian, G An, S Zhihao, X Song - International Journal of …, 2022 - search.proquest.com
Social media users internalise information in a multimodal context. Social media functions
as a primary information source for disaster situational awareness encompassing texts …

Accelerating Crisis Response: Automated Image Classification for Geolocating Social Media Content

HB Firmansyah, JL Fernandez-Marquez… - Proceedings of the …, 2023 - dl.acm.org
In the immediate aftermath of natural or man-made disasters, social media plays an
essential role in assessing the impact of the event. The images from social media …

Improving Disaster Response by Combining Automated Text Information Extraction from Images and Text on Social Media

HB Firmansyah, CA Bono, V Lorini… - Artificial Intelligence …, 2023 - ebooks.iospress.nl
During disasters, social media can serve as a valuable source of real-time information about
the impacts on people and infrastructure. However, due to the lack of geographical …

[PDF][PDF] 16th International AAAI Conference on Web and Social Media

J Pfeffer - 2022 - researchgate.net
Abstract The International AAAI Conference on Web and Social Media (ICWSM) is a forum
for researchers from multiple disciplines to come together to share knowledge, discuss …

[PDF][PDF] Empowering Crisis Response Efforts: A Novel Approach to Geolocating Social Media Images for Enhanced Situational Awareness

HB Firmansyah, JL Fernandez-Marquez… - ISCRAM …, 2024 - researchgate.net
Social media and online platforms play an important role in assessing the impact of a natural
disaster, especially in the immediate aftermath of the event. The information from social …

Social media analysis for situational awareness and impact assessment in flood risk management

V Lorini - 2022 - tdx.cat
The interactions among people on social media are a form of distributed intelligence, as they
allow people to make sense of a developing event collectively. Social media users can …