Exploring AI Applications for Addressing Alternative Conceptions in Teaching Physics: Focus on Electrical Circuits at the Secondary Level
计算机科学
光学(聚焦)
数学教育
工程伦理学
物理
心理学
工程类
光学
作者
Gabriel Dias de Carvalho,Ivan Targino Ponciano Filho
出处
期刊:International Journal of Artificial Intelligence & Applications日期:2024-07-29卷期号:15 (4): 21-31
标识
DOI:10.5121/ijaia.2024.15402
摘要
This article introduces our initial foray into a comprehensive, long-term study on the learning practices of high school students using chatbots as educational tools. In this section, we explore the correlation between the logic underlying the responses generated by two chatbots for problems related to electrical circuits and the well-known alternative conceptions prevalent in the field of science education. To achieve this, we employed a methodology involving the presentation of ten questions to the chatbots, followed by an analysis of their answers in conjunction with established knowledge in physics and the Theory of Conceptual Fields. The objective was to bridge the gap between AI-generated responses and human responses. Our primary findings reveal a close resemblance between these two groups. This initial endeavor lays the foundation for developing an investigative methodology that will facilitate a comprehensive understanding and categorization of the various forms of interaction between students and chatbots.