Vol. 8 No. 4 (2026): Special Issue: Computational Analysis of Short Video

Special Issue: Short Video

• Detecting Coordinated Behaviour on Video-First Platforms: The Challenge of Multimodality and Complex Similarity on TikTok

  Inga K. Wohlert, Davide Vega, Matteo Magnani, Alexandra Segerberg

  • pdf

• Stitching, dueting, and playing with science on TikTok: An AI-powered multimodal approach to understanding interactive science videos and audience engagement

  Yuhan Li, Annie Li Zhang, Hang Lu

  • pdf

• Seeing, Reading, Hearing, Interpreting: Computational Multimodal Framing Analysis in Short-Form News Videos

  Haohan Lily Hu, King-wa Fu

  • pdf

• What’s on Their For You Page? A Large-Scale Computational Approach to Analyzing Adolescents’ TikTok Archives Through Hashtag Topic Modeling

  Dr. Amber van der Wal, Inga Vondenhof, MSc, Konrad Mikalauskas, MSc, Dr. Rebecca Godard, Kfir Zioni, MSc, Dr. Felicia Loecherbach, Dr. Ine Beyens

  • pdf