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Santa Fe Institute

Reasons Why Social Networks Make Us Vulnerable to Misinformation

Santa Fe Institute via YouTube

Overview

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This course aims to explore the reasons why social networks make us vulnerable to misinformation. The learning outcomes include understanding the interplay between cognitive, social, and algorithmic biases in spreading disinformation. The course covers topics such as viral spread of misinformation, network analytics, and developing tools to counter online manipulation. The intended audience for this seminar includes individuals interested in studying the impact of social media on the spread of misinformation. The teaching method involves an overview of ongoing network analytics, modeling, and machine learning efforts in this field.

Syllabus

Intro
Disclaimer
Viral meme
Misinformation
Diffusional Network
The Obama Administration
suppressing political speech
National Report
How it spread
Source
Media Literacy
Competition for Attention
AgentBased Models
Attention Information Load
Algorithmic Bias
Homogeneity Bias
Social Biases
Social Network Structure
Social Network Models
Novelty
Bots
Designers can be clever
Can we distinguish between bots and humans
Hoaxing
Automated Messaging
Results
Cross Communication
Super Spreaders
More Bots
Are They Effective
SB 277
How to Reduce Misinformation
Summary

Taught by

Santa Fe Institute

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