AIED
From Examples to Rules? Exploring Inductive Reverse Engineering and Deductive Few-Shot Coding via LLMs for Qualitative Data Analysis
Tue Jun 30, 11:10 AM–11:35 AM · R2 (Auditorium Meeting 2)
Generative AI & Large Language Models NLP & Discourse Analysis Prompt Engineering & RAG Educational Data Mining Methods
★ Notable speakers
Wanli Xing
★
— Multimodal learning analytics; STEM education; collaborative learning; AI in online learning
Tests inductive and deductive LLM-based strategies for deriving coding schemes and analyzing qualitative data, comparing them against human-led approaches.
Authors
Zifeng Liu, Anupom Mondol, Xinyue Jiao, Jie Chao, Linlin Li, Wanli Xing