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- Work in ProgressMay 2024
Human-AI Collaboration in Thematic Analysis using ChatGPT: A User Study and Design Recommendations
- Lixiang Yan,
- Vanessa Echeverria,
- Gloria Milena Fernandez-Nieto,
- Yueqiao Jin,
- Zachari Swiecki,
- Linxuan Zhao,
- Dragan Gašević,
- Roberto Martinez-Maldonado
CHI EA '24: Extended Abstracts of the 2024 CHI Conference on Human Factors in Computing SystemsArticle No.: 191, Pages 1–7https://doi.org/10.1145/3613905.3650732Generative artificial intelligence (GenAI) offers promising potential for advancing human-AI collaboration in qualitative research. However, existing works focused on conventional machine-learning and pattern-based AI systems, and little is known about ...
- research-articleMarch 2024
Generative Artificial Intelligence in Learning Analytics: Contextualising Opportunities and Challenges through the Learning Analytics Cycle
LAK '24: Proceedings of the 14th Learning Analytics and Knowledge ConferencePages 101–111https://doi.org/10.1145/3636555.3636856Generative artificial intelligence (GenAI), exemplified by ChatGPT, Midjourney, and other state-of-the-art large language models and diffusion models, holds significant potential for transforming education and enhancing human productivity. While the ...