Machine Learning Classifiers for Twitter Surveillance of Vaping: Comparative Machine Learning Study

BackgroundTwitter presents a valuable and relevant social media platform to study the prevalence of information and sentiment on vaping that may be useful for public health surveillance. Machine learning classifiers that identify vaping-relevant tweets and characterize sentim...

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Bibliographic Details
Main Authors: Visweswaran, Shyam, Colditz, Jason B, O’Halloran, Patrick, Han, Na-Rae, Taneja, Sanya B, Welling, Joel, Chu, Kar-Hai, Sidani, Jaime E, Primack, Brian A
Format: Article
Language:English
Published: JMIR Publications 2020-08-01
Series:Journal of Medical Internet Research
Online Access:https://www.jmir.org/2020/8/e17478