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- W2964263306 abstract "Social media's unfettered access has made it an important venue for health discussion and a resource for patients and their loved ones. However, the quality of information available, as well as the motivations of its posters, has been questioned. This work examines the individuals on social media that are posting questionable health-related information, and in particular promoting cancer treatments which have been shown to be ineffective (making it a kind of misinformation, willful or not). Using a multi-stage user selection process, we study 4,212 Twitter users who have posted about one of 139 such treatments, and compare them to a baseline of users generally interested in cancer. Considering features capturing user attributes, writing style, and sentiment, we build a classifier which is able to identify users prone to propagate such misinformation at an accuracy of over 90%, providing a potential tool for public health officials to identify such individuals for preventive intervention." @default.
- W2964263306 created "2019-07-30" @default.
- W2964263306 creator A5038377727 @default.
- W2964263306 creator A5041808447 @default.
- W2964263306 date "2018-11-01" @default.
- W2964263306 modified "2023-10-07" @default.
- W2964263306 title "Fake Cures" @default.
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- W2964263306 doi "https://doi.org/10.1145/3274327" @default.
- W2964263306 hasPublicationYear "2018" @default.
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