A Survey of Information Disorder on Video-Sharing Platforms

October 22, 2025 · The Cartographer · 🏛 International Conference on Content-Based Multimedia Indexing

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"Title-pattern auto-detect: A Survey of Information Disorder on Video-Sharing Platforms"

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Authors Meiyu Li, Wei Ai, Naeemul Hassan arXiv ID 2511.21694 Category cs.MM: Multimedia Cross-listed cs.CY Citations 0 Venue International Conference on Content-Based Multimedia Indexing Last Checked 23 hours ago

Abstract

Video sharing platforms (VSPs) have become central information hubs but also facilitate the spread of information disorder, from misleading narratives to fabricated content. This survey synthesizes research on VSPs' multimedia ecosystems across three dimensions: (1) types of information disorder, (2) methodological approaches, and (3) platform features. We conclude by identifying key challenges and open questions for future research.