GEN 4390
The Data Science of Disinformation
Stanford University · UGRD · Fall 2026
Catalog description
Disinformation. Fake News. Digital Hate. Viral spread. These topics were rarely discussed 20, 15, or even 10 years ago, and yet today they are top of mind in politics, international affairs, and public health. This course, featuring several guest speakers, explores the advent of the "disinformation era" spawned by the rise of modern information technology and the new ways it can insert itself into our activities, thoughts, and discussions. We plan to discuss everything from data science algorithms to human perceptual tendencies to political movements involved in the active creation and spread of disinformation. We have two effort levels: 1 unit/3 units and two curricular tracks: (a) a data scientist track, focusing on algorithms and data structures arising in the generation and mitigation of disinformation epidemics; and (b) a generalist track, focusing on the rapid changes in society, politics, economics, and mental health driven by the recent information technology.
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