4 papers
ECNUClaw: A Learner-Profiled Intelligent Study Companion Framework for K-12 Personalized Education
Yizhou Zhou, Jiayin Li, Zhi Zhang
We introduce ECNUClaw, an open-source framework for building learner-profiled intelligent study companions in K-12 education. The system constructs and maintains a five-dimension l…
A Study on Educational Data Analysis and Personalized Feedback Report Generation Based on Tags and ChatGPT
Yizhou Zhou, Mengqiao Zhang, Yuan-Hao Jiang +3
This study introduces a novel method that employs tag annotation coupled with the ChatGPT language model to analyze student learning behaviors and generate personalized feedback. C…
AI Agent for Education: von Neumann Multi-Agent System Framework
Yuan-Hao Jiang, Ruijia Li, Yizhou Zhou +5
The development of large language models has ushered in new paradigms for education. This paper centers on the multi-Agent system in education and proposes the von Neumann multi-Ag…
Enhancing Explainability of Knowledge Learning Paths: Causal Knowledge Networks
Yuang Wei, Yizhou Zhou, Yuan-Hao Jiang +1
A reliable knowledge structure is a prerequisite for building effective adaptive learning systems and intelligent tutoring systems. Pursuing an explainable and trustworthy knowledg…