TikTok Video
TikTok videos are short-form videos that have become a significant area of research, focusing on understanding content creation, user engagement, and the platform's impact on society. Current research employs machine learning models, including deep learning and transformer-based architectures, to analyze video content for various purposes, such as detecting offensive language, predicting virality, and assessing sentiment. These studies are crucial for addressing issues like misinformation, harmful content, and algorithmic bias, ultimately informing platform design and content moderation strategies.
Papers
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Short Video Uprising: How #BlackLivesMatter Content on TikTok Challenges the Protest Paradigm
Yanru Jiang, Xin Jin, Qinhao Deng
COVYT: Introducing the Coronavirus YouTube and TikTok speech dataset featuring the same speakers with and without infection
Andreas Triantafyllopoulos, Anastasia Semertzidou, Meishu Song, Florian B. Pokorny, Björn W. Schuller
December 26, 2021