Research Article (Preprint): “Seeing ChatGPT Through Students’ Eyes: An Analysis of TikTok Data”
The preprint linked below was recently share on arXiv.
Title
Seeing ChatGPT Through Students’ Eyes: An Analysis of TikTok Data
Authors
Anna-Carolina Haensch
LMU Munich
Sarah Ball
LMU Munich
Markus Herklotz
LMU Munich
Frauke Kreute
LMU Munich
Source
via arXiv
DOI: 10.48550/arXiv.2303.05349
Abstract
Advanced large language models like ChatGPT have gained considerable attention recently, including among students. However, while the debate on ChatGPT in academia is making waves, more understanding is needed among lecturers and teachers on how students use and perceive ChatGPT. To address this gap, we analyzed the content on ChatGPT available on TikTok in February 2023. TikTok is a rapidly growing social media platform popular among individuals under 30. Specifically, we analyzed the content of the 100 most popular videos in English tagged with #chatgpt, which collectively garnered over 250 million views. Most of the videos we studied promoted the use of ChatGPT for tasks like writing essays or code. In addition, many videos discussed AI detectors, with a focus on how other tools can help to transform ChatGPT output to fool these detectors. This also mirrors the discussion among educators on how to treat ChatGPT as lecturers and teachers in teaching and grading. What is, however, missing from the analyzed clips on TikTok are videos that discuss ChatGPT producing content that is nonsensical or unfaithful to the training data.
Direct to Full Text Article (preprint)
10 pages; PDF.
Filed under: Data Files, News
About Gary Price
Gary Price (gprice@gmail.com) is a librarian, writer, consultant, and frequent conference speaker based in the Washington D.C. metro area. He earned his MLIS degree from Wayne State University in Detroit. Price has won several awards including the SLA Innovations in Technology Award and Alumnus of the Year from the Wayne St. University Library and Information Science Program. From 2006-2009 he was Director of Online Information Services at Ask.com.