This paper is in the following e-collection/theme issue:

Infodemic Management (49) JMIR Theme Issue: COVID-19 Special Issue (2452) Infoveillance, Infodemiology, Digital Disease Surveillance, Infodemic Management (1041) Machine Learning (1465) Quality/Credibility of eHealth Information and Trust Issues (531)

Published on in Vol 2, No 2 (2022): Jul-Dec

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/38756, first published .
COVID-19 Misinformation Detection: Machine-Learned Solutions to the Infodemic

COVID-19 Misinformation Detection: Machine-Learned Solutions to the Infodemic

COVID-19 Misinformation Detection: Machine-Learned Solutions to the Infodemic

Authors of this article:

Nikhil Kolluri1 Author Orcid Image ;   Yunong Liu2 Author Orcid Image ;   Dhiraj Murthy3 Author Orcid Image
Article Authors Cited by (9) Tweetations (8) Metrics

Journals

  1. Brooks I, D’Agostino M, Marti M, McDowell K, Mejia F, Betancourt-Cravioto M, Gatzke L, Hicks E, Kyser R, Leicht K, Pereira dos Santos E, Saw J, Tomio A, Garcia Saiso S. An anti-infodemic virtual center for the Americas. Revista Panamericana de Salud Pública 2023;47:1 View
  2. Melton C, White B, Davis R, Bednarczyk R, Shaban-Nejad A. Fine-tuned Sentiment Analysis of COVID-19 Vaccine–Related Social Media Data: Comparative Study. Journal of Medical Internet Research 2022;24(10):e40408 View
  3. Somani S, van Buchem M, Sarraju A, Hernandez-Boussard T, Rodriguez F. Artificial Intelligence–Enabled Analysis of Statin-Related Topics and Sentiments on Social Media. JAMA Network Open 2023;6(4):e239747 View
  4. Lösch L, Zuiderent-Jerak T, Kunneman F, Syurina E, Bongers M, Stein M, Chan M, Willems W, Timen A. Capturing Emerging Experiential Knowledge for Vaccination Guidelines Through Natural Language Processing: Proof-of-Concept Study. Journal of Medical Internet Research 2023;25:e44461 View
  5. Pelletier C, Labbé F, Bettinger J, Curran J, Graham J, Greyson D, MacDonald N, Meyer S, Steenbeek A, Xu W, Dubé È. From high hopes to disenchantment: A qualitative analysis of editorial cartoons on COVID-19 vaccines in Canadian newspapers. Vaccine 2023;41(30):4384 View
  6. Haupt M, Chiu M, Chang J, Li Z, Cuomo R, Mackey T, Cresci S. Detecting nuance in conspiracy discourse: Advancing methods in infodemiology and communication science with machine learning and qualitative content coding. PLOS ONE 2023;18(12):e0295414 View
  7. Unlu A, Truong S, Sawhney N, Tammi T. Unveiling the Veiled Threat: The Impact of Bots on COVID-19 Health Communication. Social Science Computer Review 2024 View
  8. Haupt M, Yang L, Purnat T, Mackey T. Evaluating the Influence of Role-Playing Prompts on ChatGPT’s Misinformation Detection Accuracy: Quantitative Study. JMIR Infodemiology 2024;4:e60678 View