Aspect-based classification of vaccine misinformation: a spatiotemporal analysis using Twitter chatter

Aspect-based classification of vaccine misinformation: a spatiotemporal analysis using Twitter chatter

Abstract Background The spread of misinformation of all types threatens people’s safety and interrupts resolutions. COVID-19 vaccination has been a widely discussed topic on social media platforms with numerous misleading and fallacious information. This false information has a critical impact on th...

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Bibliographic Details
Main Authors: Heba Ismail, Nada Hussein, Rawan Elabyad, Salma Abdelhalim, Mourad Elhadef
Format: Article
Language:English
Published: BMC 2023-06-01
Series:BMC Public Health
Subjects:
COVID-19 vaccine
Misinformation
Twitter
Aspect-based analysis
LightGBM
Machine learning
Online Access:https://doi.org/10.1186/s12889-023-16067-y

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