Social Media Moderation Tactics For Addressing Misinformation

Hypothesis:

User-sourced ratings of articles and sources on a social media platform will be viewed as more trustworthy than external sources or AI-assisted ratings.

Proposal Outline:

Introduction

Impact of fake news on news credibility

  • Tandoc et al, 2021

Digital populism and disinformation

  • Prior, 2021

Hypothesis

Literature Review

Information Literacy

  • Khan et al, 2019

User ratings of content posters

  • Chen et al, 2011

Detecting and Resolving Social Media Rumors

  • Zubiaga et al, 2018

Source Ratings to Combat Fake News on Social Media

  • Kim et al, 2019
  • Brandtzaeg et al, 2017

Rating Reliability in News Articles – AI Assistance

  • Horne et al, 2019
  • Savage, 2021

Social Norms in Fighting Social Media Fake News

  • Gimpel et al, 2021

Methodology

  • Group of social media users
  • Review news articles and rate the trustworthiness of the article
  • Present truth/fact ratings of articles
  • Rate trustworthiness of the fact rating type and re-score trustworthiness of the article

Discussion

People believe what they want to believe

  • Moravec et al, 2019

Weakness: Cognitive Bias

 

One thought on “Social Media Moderation Tactics For Addressing Misinformation

  1. Really good hypothesis, but it needs to be a bit more specific. I think what you meant was: Social Media users will find user-sourced ratings of articles and sources more trustworthy than external sources or AI-assisted ratings.

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