Unmasking the Twitter Discourses on Masks During the COVID-19 Pandemic: User Cluster-Based BERT Topic Modeling Approach.
Weiai Wayne XuJean Marie TshimulaÈve DubeJanice E GrahamDevon GreysonNoni E MacDonaldSamantha B MeyerPublished 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.