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 …

Leveraging Exposure Networks for Detecting Fake News Sources

M Reuben, L Friedland, R Puzis… - Proceedings of the 30th …, 2024 - dl.acm.org
The scale and dynamic nature of the Web makes real-time detection of misinformation an
extremely difficult task. Prior research mostly focused on offline (retrospective) detection of …

Readable and neutral? Reliability of crowdsourced misinformation debunking through linguistic and psycholinguistic cues

M Yao, S Tian, W Zhong - Frontiers in Psychology, 2024 - frontiersin.org
Background In the face of the proliferation of misinformation during the COVID-19 pandemic,
crowdsourced debunking has surfaced as a counter-infodemic measure to complement …

[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 …

Yours Truly: A Credibility Framework for Effortless LLM-powered Fact Checking

V Krishnamurthy, V Balaji - IEEE Access, 2024 - ieeexplore.ieee.org
In an era where social media portrays subjective realities, discerning truth from propaganda
has become increasingly challenging. The proposed system addresses this issue with an …

Community Notes vs. Related Articles: Assessing Real-World Integrated Counter-Rumor Features in Response to Different Rumor Types on Social Media

S Kankham, JR Hou - International Journal of Human–Computer …, 2024 - Taylor & Francis
The pervasive reach of the Internet has revolutionized information access and transmission,
which has contributed to the widespread dissemination of rumors on social media. This …

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 …