- Semantic analysis
- Linguistic analysis
- Ensemble tree visualizations

XFake and Its Functions

XFake is a tool that was developed to help people identify fake news.

Davidson College

- XFake
- MeVer NetworkX
- Verifi2
- Correction (from Organization or Individual)

Examples of Interventions

Yang, F., Pentyala, S. K., Mohseni, S., Du, M., Yuan, H., Linder, R., Ragan, E. D., Ji, S., & Hu, X. (2019, May). Xfake: Explainable fake news detector with visualizations. In The World Wide Web Conference (pp. 3600-3604).

Xfake: Explainable fake news detector with visualizations

XFake

MeVer NetworkX is a tool that was developed to help people identify misinformation on social media. Specifically it visualizes information from Twitter, Facebook, and Telegram.

MeVer NetworkX

Verify is a tool that utilizes visual analytics to help people identify misinformation. The number 2 in the name denotes that it is the latest development of this intervention.

Verifi2

Researchers have investigated the effects of correcting misinformation on social media related to COVID-19. They have looked at both the effectiveness of corrections from health organizations and individual accounts.

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