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Unmasking the Twitter Discourses on Masks During the COVID-19 Pandemic: User Cluster-Based BERT Topic Modeling Approach.

Weiai Wayne XuJean Marie TshimulaEve DubéJanice E GrahamDevon GreysonNoni E MacDonaldSamantha B Meyer
Published in: JMIR infodemiology (2022)
We conclude by discussing the importance of a priori user classification in analyzing web-based discourse and illustrating the fit of BERT Topic modeling in identifying contextualized topics in short social media texts.
Keyphrases
  • social media
  • health information
  • machine learning
  • deep learning