Analyzing User Engagement with TikTok's Short Format Video Recommendations using Data Donations

Author:

Zannettou Savvas1ORCID,Nemes-Nemeth Olivia2ORCID,Ayalon Oshrat3ORCID,Goetzen Angelica2ORCID,Gummadi Krishna P.2ORCID,Redmiles Elissa M.4ORCID,Roesner Franziska5ORCID

Affiliation:

1. TU Delft, Netherlands and Max Planck Institute for Informatics, Germany

2. Max Planck Institute for Software Systems, Germany

3. University of Haifa, Israel and Max Planck Institute for Software Systems, Germany

4. Georgetown University, USA

5. Paul G. Allen School of Computer Science & Engineering, University of Washington, United States

Publisher

ACM

Reference73 articles.

1. Jack Bandy and Nicholas Diakopoulos. 2020. #TulsaFlop: A Case Study of Algorithmically-Influenced Collective Action on TikTok. In FAccTRec.

2. A global pandemic in the time of viral memes: COVID-19 vaccine misinformation and disinformation on TikTok

3. #Climate Change on TikTok: A Content Analysis of Videos

4. BBC. 2021. TikTok named as the most downloaded app of 2020. https://www.bbc.com/news/business-58155103.

5. Matthew Bietz, Kevin Patrick, and Cinnamon Bloss. 2019. Data donation as a model for citizen science health research. Citizen Science: Theory and Practice 4, 1 (2019).

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