Detecting Conspiracy Theories on Social Media: Improving Machine Learning to Detect and Understand Online Conspiracy Theories

Conspiracy theories circulated online contribute to a shift in public discourse away from facts and analysis and can contribute to public harm. Using linguistic and rhetorical theory, RAND researchers conducted a modeling effort to improve machine-learning technology for detecting conspiracy theory language. This report describes the results of that effort and offers recommendations to counter the effects of online conspiracy theories.