An Audit of Misinformation Filter Bubbles on YouTube: Bubble Bursting
and Recent Behavior Changes

An Audit of Misinformation Filter Bubbles on YouTube: Bubble Bursting and Recent Behavior Changes

25 March 2022

Branislav Pecher

Elena Stefancova

Juraj Podroužek

Papers citing "An Audit of Misinformation Filter Bubbles on YouTube: Bubble Bursting and Recent Behavior Changes"

11 / 11 papers shown

Title
Algorithmic Behaviors Across Regions: A Geolocation Audit of YouTube Search for COVID-19 Misinformation Between the United States and South Africa Hayoung Jung Prerna Juneja Tanushree Mitra MLAU 63 0 0 16 Sep 2024
Fairness Definitions in Language Models Explained Thang Viet Doan Zhibo Chu Zichong Wang Wenbin Zhang ALM 50 10 0 26 Jul 2024
A Systematic Review of Echo Chamber Research: Comparative Analysis of Conceptualizations, Operationalizations, and Varying Outcomes David Hartmann Lena Pohlmann Sonja Mei Wang Bettina Berendt 27 0 0 09 Jul 2024
Explainable AI is Responsible AI: How Explainability Creates Trustworthy and Socially Responsible Artificial Intelligence Stephanie B. Baker Wei Xiang XAI 28 5 0 04 Dec 2023
How to Train Your YouTube Recommender to Avoid Unwanted Videos Alexander Liu Siqi Wu Paul Resnick CML 14 3 0 27 Jul 2023
Human-AI Coevolution D. Pedreschi Luca Pappalardo Emanuele Ferragina R. Baeza-Yates Albert-László Barabási ... P. Lukowicz A. Passarella Alex Pentland John Shawe-Taylor Alessandro Vespignani 22 14 0 23 Jun 2023
Is ChatGPT Fair for Recommendation? Evaluating Fairness in Large Language Model Recommendation Jizhi Zhang Keqin Bao Yang Zhang Wenjie Wang Fuli Feng Xiangnan He LRM ALM 22 156 0 12 May 2023
Understanding and Mitigating Mental Health Misinformation on Video Sharing Platforms Viet Cuong Nguyen Michael L. Birnbaum M. D. Choudhury AI4MH 11 0 0 14 Apr 2023
Auditing YouTube's Recommendation Algorithm for Misinformation Filter Bubbles Ivan Srba Robert Moro M. Tomlein Branislav Pecher Jakub Simko ... Michal Kompan Andrea Hrckova Juraj Podroužek Adrian Gavornik M. Bieliková MLAU 15 33 0 18 Oct 2022
Towards Psychologically-Grounded Dynamic Preference Models Mihaela Curmei Andreas A. Haupt Dylan Hadfield-Menell Benjamin Recht 11 14 0 01 Aug 2022
Monant Medical Misinformation Dataset: Mapping Articles to Fact-Checked Claims Ivan Srba Branislav Pecher M. Tomlein Robert Moro Elena Stefancova Jakub Simko M. Bieliková 33 18 0 26 Apr 2022