Deveci Topal Arzu, Dilek Eren Canan, Kolburan Geçer Aynur
Informatics Department, Kocaeli University, 41380, Umuttepe Campus, İzmit, Kocaeli Turkey.
Faculty of Education, Department of Science Education, Kocaeli University, İzmit, Turkey.
Educ Inf Technol (Dordr). 2021;26(5):6241-6265. doi: 10.1007/s10639-021-10627-8. Epub 2021 Jun 17.
This study aims to investigate the effect of chatbots that work with artificial intelligence on the success of students and their opinions about chatbots in the 'Matter and the changing state of matter' unit in the 5th grade science course. In addition to text-based functions, the designed chatbot includes a video accessed on the web to support students visually and aurally. The chatbot was designed using the Dialogflow program and an instant messaging program made available to students through a group created on Telegram. The study, which used a quasi-experimental pretest-posttest design, included 41 participants ( = 20 for the experimental, = 21 for the control group) studying in the 5th grade of a state secondary school in the 2020-2021 academic year. Results suggest that although there was no significant difference between the experimental and control groups in terms of academic achievement, it was determined that the chatbot application positively affected the online learning experience of the experimental group students. Students' opinions about the chatbot included that it was useful and fun, they would like to use it for other courses, it provided useful assistance in learning outside the classroom, and it allowed them to repeat the course again. The results showed that, especially during the Covid-19 pandemic, such applications could contribute positively to students' learning.
本研究旨在调查使用人工智能的聊天机器人对五年级科学课程“物质与物质的变化状态”单元中学生成绩的影响以及他们对聊天机器人的看法。除了基于文本的功能外,设计的聊天机器人还包括一个可在网络上访问的视频,以在视觉和听觉上支持学生。该聊天机器人是使用Dialogflow程序和通过在Telegram上创建的群组向学生提供的即时通讯程序设计的。该研究采用了准实验前测-后测设计,包括41名参与者(实验组20人,对照组21人),他们在2020-2021学年就读于一所国立中学的五年级。结果表明,虽然实验组和对照组在学业成绩方面没有显著差异,但确定聊天机器人应用对实验组学生的在线学习体验有积极影响。学生对聊天机器人的看法包括它有用且有趣,他们希望将其用于其他课程,它在课外学习中提供了有用的帮助,并且它允许他们再次重复课程。结果表明,特别是在新冠疫情期间,此类应用可以对学生的学习产生积极贡献。