Cover Image

Investigating Algorithmic Bias in YouTube Shorts

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Cakmak, Mert Can, Agarwal, Nitin, Poudel, Diwash
Format:	Preprint
Published:	2025
Subjects:	Social and Information Networks
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

A Keyframe-Based Approach for Auditing Bias in YouTube Shorts Recommendations
by: Cakmak, Mert Can, et al.
Published: (2025)

Simulating User Watch-Time to Investigate Bias in YouTube Shorts Recommendations
by: Dagtas, Selimhan, et al.
Published: (2025)

Efficient Data Retrieval and Comparative Bias Analysis of Recommendation Algorithms for YouTube Shorts and Long-Form Videos
by: Dagtas, Selimhan, et al.
Published: (2025)

TriPSS: A Tri-Modal Keyframe Extraction Framework Using Perceptual, Structural, and Semantic Representations
by: Cakmak, Mert Can, et al.
Published: (2025)

PRISM: Perceptual Recognition for Identifying Standout Moments in Human-Centric Keyframe Extraction
by: Cakmak, Mert Can, et al.
Published: (2025)

Shorts on the Rise: Assessing the Effects of YouTube Shorts on Long-Form Video Content
by: Rajendran, Prajit T., et al.
Published: (2024)

YouTube Recommendations Reinforce Negative Emotions: Auditing Algorithmic Bias with Emotionally-Agentic Sock Puppets
by: Habib, Hussam, et al.
Published: (2025)

Gender Bias in YouTube Exposure: Allocative and Structural Inequalities in Political Information Environments
by: Tan, Jipeng, et al.
Published: (2026)

Shorts vs. Regular Videos on YouTube: A Comparative Analysis of User Engagement and Content Creation Trends
by: Violot, Caroline, et al.
Published: (2024)

Characterizing AI Manipulation Risks in Brazilian YouTube Climate Discourse
by: Dong, Wenchao, et al.
Published: (2025)

Asymmetric Dynamics of Partisan Warriors in YouTube Comments
by: Lee, Keyeun, et al.
Published: (2026)

Exploring YouTube's Political Communication Networks during the 2024 French Elections
by: Violot, Caroline, et al.
Published: (2025)

A "Perspectival" Mirror of the Elephant: Investigating Language Bias on Google, ChatGPT, YouTube, and Wikipedia
by: Luo, Queenie, et al.
Published: (2023)

Multimodal Analysis of State-Funded News Coverage of the Israel-Hamas War on YouTube Shorts
by: Miehling, Daniel, et al.
Published: (2026)

Framing Climate Change on YouTube: North-South Divides in Narratives and Public Engagement
by: Damle, Sanika, et al.
Published: (2025)

YTCommentVerse: A Multi-Category Multi-Lingual YouTube Comment Corpus
by: Dutta, Hridoy Sankar, et al.
Published: (2025)

TubeCensus: A Transparent, Replicable, and Large-Scale Census of YouTube Channels and their Subscriber Counts Over Time
by: Eggleston, Chloe, et al.
Published: (2026)

YTLive: A Dataset of Real-World YouTube Live Streaming Sessions
by: Mozhganfar, Mojtaba, et al.
Published: (2025)

Vaccine Hesitancy on YouTube: a Competition between Health and Politics
by: Mejova, Yelena, et al.
Published: (2025)

Auditing health-related recommendations in social media: A Case Study of Abortion on YouTube
by: Lahsaini, Mohammed, et al.
Published: (2024)

Evaluating AI capabilities in detecting conspiracy theories on YouTube
by: La Rocca, Leonardo, et al.
Published: (2025)

TUBERAIDER: Attributing Coordinated Hate Attacks on YouTube Videos to their Source Communities
by: Saeed, Mohammad Hammas, et al.
Published: (2023)

On the Robustness of Cover Version Identification Models: A Study Using Cover Versions from YouTube
by: Hachmeier, Simon, et al.
Published: (2025)

Forgetful by Design? A Critical Audit of YouTube's Search API for Academic Research
by: Rieder, Bernhard, et al.
Published: (2025)

Auditing the Impact of Cross-Site Web Tracking on YouTube Political and Misinformation Recommendations
by: Chouaki, Salim, et al.
Published: (2026)

How to Train Your YouTube Recommender to Avoid Unwanted Videos
by: Liu, Alexander, et al.
Published: (2023)

Global YouTube Trending Dataset (2022-2025): Three Years of Platform-Curated, Cross-National Trends in Digital Culture
by: Goncalves, Alexandre, et al.
Published: (2025)

ThumbnailTruth: A Multi-Modal LLM Approach for Detecting Misleading YouTube Thumbnails Across Diverse Cultural Settings
by: Naveed, Wajiha, et al.
Published: (2025)

The Gender Gap in Science Communication on TikTok and YouTube: How Platform Dynamics Shape the Visibility of Female Science Communicators
by: Eizmendi-Iraola, Maider, et al.
Published: (2025)

From Keywords to Clusters: AI-Driven Analysis of YouTube Comments to Reveal Election Issue Salience in 2024
by: Simoes, Raisa M., et al.
Published: (2025)

Across Platforms and Languages: Dutch Influencers and Legal Disclosures on Instagram, YouTube and TikTok
by: Gui, Haoyang, et al.
Published: (2024)

YT-30M: A multi-lingual multi-category dataset of YouTube comments
by: Dutta, Hridoy Sankar
Published: (2024)

Security Advice for Parents and Children About Content Filtering and Circumvention as Found on YouTube and TikTok
by: Elgedawy, Ran, et al.
Published: (2024)

Reducing COVID-19 Misinformation Spread by Introducing Information Diffusion Delay Using Agent-based Modeling
by: Alassad, Mustafa, et al.
Published: (2024)

Moral Outrage Shapes Commitments Beyond Attention: Multimodal Moral Emotions on YouTube in Korea and the US
by: Park, Seongchan, et al.
Published: (2026)

Evaluation of A National Digitally-Enabled Health Promotion Campaign for Mental Health Awareness using Social Media Platforms Tik Tok, Facebook, Instagram, and YouTube
by: Yan, Samantha Bei Yi, et al.
Published: (2025)

Hate Speech and Sentiment of YouTube Video Comments From Public and Private Sources Covering the Israel-Palestine Conflict
by: Hofmann, Simon, et al.
Published: (2025)

Who Shapes Brazil's Vaccine Debate? Semi-Supervised Modeling of Stance and Polarization in YouTube's Media Ecosystem
by: de Oliveira, Geovana S., et al.
Published: (2026)

IA aplicada al análisis del conflicto Irán-Israel: Mapeo de discursos en YouTube
by: Ramírez, Alvaro Vallejo
Published: (2025)

Navigating the Post-API Dilemma | Search Engine Results Pages Present a Biased View of Social Media Data
by: Poudel, Amrit, et al.
Published: (2024)