Community Notes vs. Snoping: How the Crowd Selects Fact-Checking Targets on Social Media

M Pilarski, KO Solovev, N Pröllochs - Proceedings of the International …, 2024 - ojs.aaai.org
Deploying links to professional fact-checking websites (so-called “snoping”) is a common
misinformation intervention technique that can be used by social media users to refute …

[PDF][PDF] Community notes reduce the spread of misleading posts on X

Y Chuai, M Pilarski, G Lenzini, N Pröllochs - 2024 - files.osf.io
Abstract 1 Community-based fact-checking is a promising approach to verify social media
content and 2 correct misleading posts at scale. Yet, causal evidence regarding its …

Corrective or Backfire: Characterizing and Predicting User Response to Social Correction

B He, Y Ma, M Ahamad, S Kumar - Proceedings of the 16th ACM Web …, 2024 - dl.acm.org
Online misinformation poses a global risk with harmful implications for society. Ordinary
social media users are known to actively reply to misinformation posts with counter …

Efficiency of Community-Based Content Moderation Mechanisms: A Discussion Focused on Birdwatch

C Wang, P Lucas - Group Decision and Negotiation, 2024 - Springer
As user-generated online content has been flourishing with both useful information and
misinformation. One of the complexities surrounding such phenomena is its huge amounts …

Content-Agnostic Moderation for Stance-Neutral Recommendation

N Li, B Kang, T De Bie - arXiv preprint arXiv:2405.18941, 2024 - arxiv.org
Personalized recommendation systems often drive users towards more extreme content,
exacerbating opinion polarization. While (content-aware) moderation has been proposed to …

Political Elites in False Statements on the Internet

Y Chuai, J Zhao, N Pröllochs, G Lenzini - arXiv preprint arXiv:2310.08821, 2023 - arxiv.org
Political elites play a critical role in driving engagement with misinformation on the internet.
However, an understanding of the strategies with which the political left and right attempt to …

Collaboratively adding context to social media posts reduces the sharing of false news

T Renault, DR Amariles, A Troussel - arXiv preprint arXiv:2404.02803, 2024 - arxiv.org
We build a novel database of around 285,000 notes from the Twitter Community Notes
program to analyze the causal influence of appending contextual information to potentially …

日本におけるTwitter コミュニティノートの利用状況

安本英雄, 浅谷公威, 坂田一郎 - 人工知能学会全国大会論文集第38 回 …, 2024 - jstage.jst.go.jp
抄録 近年 X (旧 Twitter) に導入された機能 “Community Notes”(旧 Birdwatch) は,
誤情報が含まれるような投稿に対し, ユーザーが補足を提案し, 役に立つとある程度評価されれば …