Perceived Benefits of Learning Analytics and Artificial Intelligence-Based Oniline Learning Platforms: Case of Lithuanian General Education Schools

Aleksandra Batuchina, J. Melnikova, J. Zaščerinska, A. Ahrens
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Abstract

Online learning platforms with integrated tools of learning analytics (LA) and artificial intelligence (AI) are growing in popularity in general education in Lithuania. Such platforms have a number of advantages in terms of the teaching-learning process, however, there is a lack of research about such advantages after direct use of the platforms in general education schools. Thus, the purpose of the current study is to find out the perceived benefits of online learning platforms with LA and AI tools. The research was conducted in 11 schools in Lithuania. The students at these schools tested the LearnLab and Eduten Playground online learning platforms for almost three months. Descriptive statistics methods and chi-square (χ2) criteria were applied. Results showed that students claim that their learning achievements have improved thanks to the platforms. Moreover, research results showed, that when working with platforms, it is appropriate to pay attention and, in parallel, to teach students computer literacy from the elementary grades, to develop a relationship with the computer as a work tool. It is also appropriate to start working with LA and AI platforms from the primary grades, which would positively stimulate the growth of digital competence, as well as the interest of students in the educational subject(s) and the positive growth of learning achievements.
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学习分析和基于人工智能的在线学习平台的预期效益:立陶宛普通教育学校案例
在立陶宛的普通教育中,集成了学习分析(LA)和人工智能(AI)工具的在线学习平台越来越受欢迎。这些平台在教学过程中具有许多优势,但在普通教育学校直接使用这些平台后,却缺乏对这些优势的研究。因此,本研究的目的是了解人们对带有洛杉矶和人工智能工具的在线学习平台所带来的好处的看法。研究在立陶宛的 11 所学校进行。这些学校的学生对 LearnLab 和 Eduten Playground 在线学习平台进行了近三个月的测试。采用了描述性统计方法和卡方(χ2)标准。结果表明,学生们认为由于使用了这两个平台,他们的学习成绩有所提高。此外,研究结果表明,在使用平台时,应注意并同时从小学阶段开始教授学生计算机知识,培养学生与计算机这一工作工具的关系。从小学一年级开始使用洛杉矶和人工智能平台也是适当的,这将积极促进数字能力的增长,以及学生对教育学科的兴趣和学习成绩的积极增长。
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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