College of Education Theory-based Computational Analysis of Classroom Audiovisual Data

These materials were created for presentation at the Methdological Advances in Science Education Research international workshop held at the Weizmann Institute of Science on Sept 11-13, 2023. If you use these materials, please attribute using the citations listed below.

 

PLENARY SLIDES 

Krist, C., Hall, K., Hur, P., & Palaguachi, C. (Sept 11, 2023). Enriching Qualitative Video Analysis with Computational Techniques: A Focus on Naturalistic Classroom Settings. Presented at the Methodological Advances in Science Education Research (MASER) workshop, Weizmann Institute of Science, Rehovot, Israel. 



VIDEO Workshop

  1. Introduction with slides (20 min): Slides doc
  1. Workshop Python notebook
  1. Good data collection practices, Q&A, takeaways, how to do this with your own data: OpenPose/tracking processing how-to doc

Hur, P. (Sept 11, 2023). Augmenting classroom video observations with computational approaches. In Krist, C., Hall, K., Hur, P., & Palaguachi, C.,Enriching Qualitative Video Analysis with Computational Techniques: A Focus on Naturalistic Classroom Settings. Presented at the Methodological Advances in Science Education Research (MASER) workshop, Weizmann Institute of Science, Rehovot, Israel.https://colab.research.google.com/drive/1uWpLfKaTHEuUcRG6JswLf2iHFJbs6JR0?usp=sharing 

 

 

AUDIO Workshop 

Palaguachi, C., & Cox, E. (Sept 11, 2023). Understanding audio data in naturalistic classroom settings. In Krist, C., Hall, K., Hur, P., & Palaguachi, C., Enriching Qualitative Video Analysis with Computational Techniques: A Focus on Naturalistic Classroom Settings. Presented at the Methodological Advances in Science Education Research (MASER) workshop, Weizmann Institute of Science, Rehovot, Israel.https://colab.research.google.com/drive/1HfW-hJzEgiERGF6APDF9X4ffNWnJAF3a?usp=sharing#scrollTo=Nyc9cHOM81U9 

 



TEXT Workshop

Hall, K. (Sept 11, 2023). Natural language toolkit (NLTK) workshop. In Krist, C., Hall, K., Hur, P., & Palaguachi, C., Enriching Qualitative Video Analysis with Computational Techniques: A Focus on Naturalistic Classroom Settings. Presented at the Methodological Advances in Science Education Research (MASER) workshop, Weizmann Institute of Science, Rehovot, Israel.https://github.com/mrhallonline/NLP-Workshop 

 

College of Education Theory-based Computational Analysis of Classroom Audiovisual Data
1310 S. Sixth St.
Champaign IL 61820-6925
Email: tca2project@gmail.com