Using virtual assistant for learning selected topics of Physics

Jose Rafael Aguilar-Mejia, Santa Tejeda
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引用次数: 1

Abstract

With the increase in the use of mobile applications and advances in artificial intelligence, the use of emerging technologies such as chatbots has increased. Given its characteristics, this type of applications is beginning to be used in the educational area, so there is a need to measure its impact and ensure its effectiveness in the learning process. This study implements the use of a chatbot to increase the conceptual understanding of Newton’s laws, integrating it into a didactic sequence in conjunction with active learning activities. For the analysis of the data, an exploratory study with a pre-experimental design was carried out on several university physics groups, with a total of 122 participants. Hake’s g was calculated to know the gain in the students’ conceptual understanding. The results of this study demonstrate that although there is an increase in students’ conceptual understanding, the design of the didactic sequence needs to be improved to increase the percentages obtained. Likewise, it is necessary to develop instruments that allow direct measurement of the impact of the use of chatbot on student learning and the selection of a control group to compare the results of students who completed the didactic sequence, with those that take a traditional physics class.
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使用虚拟助手学习选定的物理主题
随着移动应用程序使用的增加和人工智能的进步,聊天机器人等新兴技术的使用也在增加。鉴于其特点,这种类型的应用程序开始在教育领域使用,因此有必要衡量其影响并确保其在学习过程中的有效性。本研究实现了聊天机器人的使用,以增加对牛顿定律的概念理解,将其整合到与主动学习活动相结合的教学序列中。为了对数据进行分析,我们对几个大学物理小组进行了一项探索性研究,采用预实验设计,共有122名参与者。哈克的g是用来计算学生概念理解的增益。本研究的结果表明,虽然学生的概念理解有所增加,但教学顺序的设计需要改进,以增加获得的百分比。同样,有必要开发工具,直接测量使用聊天机器人对学生学习的影响,并选择一个对照组,将完成教学序列的学生与参加传统物理课程的学生的结果进行比较。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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