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A sustainable way forward: Systematic review of transformer technology in social-media-based disaster analytics
F Sufi - Sustainability, 2024 - mdpi.com
Transformer technologies, like generative pre-trained transformers (GPTs) and bidirectional
encoder representations from transformers (BERT) are increasingly utilized for …
encoder representations from transformers (BERT) are increasingly utilized for …
Navigating the Future: AI, Floods, Politics, and Entrepreneurship in Management Operations for Resilient Societies in Jakarta
This research investigates the integration of artificial intelligence (AI), flood risk
management, political dynamics, and entrepreneurship in enhancing resilient city …
management, political dynamics, and entrepreneurship in enhancing resilient city …
ChatGPT and the future of impact assessment
Like all other fields, Artificial Intelligence (AI) is expected to affect the Impact Assessment (IA)
systems worldwide. This study explores the opinions and concerns of international IA …
systems worldwide. This study explores the opinions and concerns of international IA …
Understanding environmental posts: Sentiment and emotion analysis of social media data
D Amangeldi, A Usmanova, P Shamoi - IEEE Access, 2024 - ieeexplore.ieee.org
Social media is now the predominant source of information due to the availability of
immediate public response. As a result, social media data has become a valuable resource …
immediate public response. As a result, social media data has become a valuable resource …
[HTML][HTML] Uses and opportunities of emergency calls as a resource for flood risk management
G Ortiz, P Aznar-Crespo, A Oliva… - International Journal of …, 2024 - Elsevier
Floods pose significant risks to both human lives and property, necessitating effective flood
risk management strategies. One promising approach for enhancing flood risk management …
risk management strategies. One promising approach for enhancing flood risk management …
User Engagement Triggers in Social Media Discourse on Biodiversity Conservation
N Dethlefs, H Cuayahuitl - ACM Transactions on Social Computing, 2024 - dl.acm.org
Studies in digital conservation have increasingly used social media in recent years as a
source of data to understand the interactions between humans and nature, model and …
source of data to understand the interactions between humans and nature, model and …
Deltran15: A deep lightweight transformer-based framework for multiclass classification of disaster posts on x
During disasters, timely and accurate information is paramount for effective decision-making
and resource allocation. Social media (SM) platforms, particularly X platform (formerly …
and resource allocation. Social media (SM) platforms, particularly X platform (formerly …
[HTML][HTML] A Systematic Review on the Dimensions of Open-Source Disaster Intelligence using GPT
FK Sufi - Journal of Economy and Technology, 2024 - Elsevier
Natural and manmade disasters like landslides, floods, earthquake, cyclone, shooting, riots
have detrimental effect in precious life, infrastructure, and economy. This study addresses …
have detrimental effect in precious life, infrastructure, and economy. This study addresses …
[HTML][HTML] Multimodal social sensing for the spatio-temporal evolution and assessment of nature disasters
C Yu, Z Wang - Sensors, 2024 - mdpi.com
Social sensing, using humans as sensors to collect disaster data, has emerged as a timely,
cost-effective, and reliable data source. However, research has focused on the textual data …
cost-effective, and reliable data source. However, research has focused on the textual data …
Multiple criteria and statistical sentiment analysis on flooding
A Kaklauskas, S Rajib, G Piaseckiene… - Scientific reports, 2024 - nature.com
Abstract The World Bank lists flooding as one of the main pressures on a community.
Flooding can affect development prospects and potentially reverse decades of progress in …
Flooding can affect development prospects and potentially reverse decades of progress in …