Jaeyoon Choi
Hi there! 😎✨ I am a PhD student in Education at the University of California, Irvine, advised by Dr. Nia Nixon and Dr. Mark Warschauer.
My research is at the intersection of Educational Data Science, Human-AI Teaming, and Collaboration Analytics:
- Educational Data Science: How can Machine Learning and NLP help us measure and improve learning?
- Human-AI Teaming: When AI becomes a teammate to solve complex problems together, how do group dynamics shift?
- Collaboration Analytics & Inclusion Analytics: How can we measure complex sociocognitive dynamics — such as sense of belonging and inclusion — in collaborative learning using NLP?
Education
- PhD in Education — University of California, Irvine (in progress)
- MS in Learning Sciences — University of Wisconsin-Madison
- BA in Education & BA in Statistics — Korea University
Selected publications
- ArxivMeasuring Inclusion in Interaction: Inclusion Analytics for Human-AI Collaborative LearningarXiv preprint arXiv:2602.09269, 2026
- LAK 2026Read the Room or Lead the Room: Understanding Socio-Cognitive Dynamics in Human-AI TeamingAccepted at International Learning Analytics and Knowledge Conference (LAK), 2026
- AIED 2025Agentic Men, Communal Women?: Exploring Gender Bias in LLM-Based Leadership Identification for Collaboration AnalyticsIn International Conference on Artificial Intelligence in Education, 2025
- LAK 2025Bias or Insufficient Sample Size? Improving Reliable Estimation of Algorithmic Bias for Minority GroupsIn Proceedings of the 15th International Learning Analytics and Knowledge Conference, 2025