CoViNAR: a context-aware social media dataset for pandemic severity level prediction and analysis

CoViNAR: a context-aware social media dataset for pandemic severity level prediction and analysis

IntroductionThe unprecedented COVID-19 pandemic exposed critical weaknesses in global health management, particularly in resource allocation and demand forecasting. This study aims to enhance pandemic preparedness by leveraging real-time social media analysis to detect and monitor resource needs.Met...

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Bibliographic Details
Main Authors: Soofi Shafiya, Mudasir Ahmad Wani, Suraiya Jabin, Mohammad ELAffendi, Jahiruddin
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-08-01
Series:Frontiers in Artificial Intelligence
Subjects:
BERTopic
COVID-19
natural language processing
social media
DistilBERT
SVM
Online Access:https://www.frontiersin.org/articles/10.3389/frai.2025.1623090/full
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