Sentiment Analysis of Insomnia-Related Tweets via a Combination of Transformers Using Dempster-Shafer Theory: Pre– and Peri–COVID-19 Pandemic Retrospective Study

Sentiment Analysis of Insomnia-Related Tweets via a Combination of Transformers Using Dempster-Shafer Theory: Pre– and Peri–COVID-19 Pandemic Retrospective Study

BackgroundThe COVID-19 pandemic has imposed additional stress on population health that may result in a change of sleeping behavior. ObjectiveIn this study, we hypothesized that using natural language processing to explore social media would help with assessing th...

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Bibliographic Details
Main Authors: Arash Maghsoudi, Sara Nowakowski, Ritwick Agrawal, Amir Sharafkhaneh, Mark E Kunik, Aanand D Naik, Hua Xu, Javad Razjouyan
Format: Article
Language:English
Published: JMIR Publications 2022-12-01
Series:Journal of Medical Internet Research
Online Access:https://www.jmir.org/2022/12/e41517

Internet

https://www.jmir.org/2022/12/e41517

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