Using AI Chatbot for Math Tutoring

Antonín Jančařík, Jakub Michal, Jarmila Novotná
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引用次数: 1

Abstract

Aim. The aim of this paper is to present the results of a pilot validation of an artificial intelligence chatbot for mathematics tutoring. The subject of the analysis is the behaviour of the students in the course, in particular their approach to solving problems without external motivation through scoring or other assessment. Methods. The analysis of student behaviour was carried out on the basis of records in the application database. The subject of the analysis was not only the pupils' responses, but also the time taken to produce them and the overall trajectory through the course. Results. The results of the analysis show that students who choose to join the course, work intensively in the lessons. Most pupils solve more than one basic task. A significant proportion of pupils also use the prepared help and instructional videos. The analysis of the solution time allowed identification of a group of pupils who do not even read the problems and only confirm the results. Conclusion. The pilot validation confirmed that the chat-bot format is close to the learners, and they are able to use the courses created in this environment. Solution time analysis suggests that this parameter can be used to analyse learner behaviour and system control. Further analyses in this area are needed.
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使用AI聊天机器人进行数学辅导
的目标。本文的目的是展示用于数学辅导的人工智能聊天机器人的试点验证结果。分析的主题是学生在课程中的行为,特别是他们通过评分或其他评估在没有外部动机的情况下解决问题的方法。方法。学生行为分析是在应用程序数据库记录的基础上进行的。分析的主题不仅是学生的反应,还包括产生反应所需的时间和整个课程的总体轨迹。结果。分析结果表明,选择参加该课程的学生在课堂上集中学习。大多数学生都能解决不止一项基本任务。相当比例的学生也使用准备好的帮助和教学视频。通过对解决问题时间的分析,可以识别出一组甚至没有阅读问题而只是确认结果的学生。结论。试点验证确认聊天机器人格式接近学习者,并且他们能够使用在此环境中创建的课程。求解时间分析表明,该参数可用于分析学习者行为和系统控制。这方面需要进一步的分析。
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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