비계설정 도구로서의 ChatGPT: 초등학생의 수학 논리 문제 해결 능력에 미치는 영향 평가

• 영문명: ChatGPT as a Scaffolding Tool: Evaluating the Impact on Elementary Students’ Mathematical Logic Problem-Solving Skills
• 발행기관: 한국교원대학교 뇌·AI기반교육연구소
• 저자명: 안도연 손태권 이광호
• 간행물 정보: 『Brain, Digital, & Learning』제13권 제2호, 183~196쪽, 전체 14쪽
• 주제분류: 사회과학 > 교육학
• 파일형태: PDF
• 발행일자: 2023.06.30

영문 초록

This study explored the effectiveness of personalized scaffolding using OpenAI’s large language model, ChatGPT-4.0, with the aim of enhancing elementary students’ mathematical logical problem-solving abilities. Based on Vygotsky’s socio-cultural learning theory, the influence of AI-based hint provision on students’ problem-solving abilities and self-regulated learning was analyzed. The results showed that the hints provided by ChatGPT effectively improved the students’ problem-solving levels, particularly utilizing restructuration and verification strategies efficiently. Furthermore, this AI model accurately identified the students’ errors and provided appropriate hints considering these errors. However, such effects varied depending on the difficulty of the problem and the students’ levels. These findings demonstrate the potential of AI as a tool for personalized educational support and suggest its applicability, especially in the field of mathematics education.

목차

Introduction

Theoretical Background

Methodology

Results

Discussions

Conclusions

References

키워드

Mathematical logic problem-solving scaffolding large language model generative pretrained transformer ChatGPT GPT-4