自适应电子学习系统对学生学习过程和学习成绩的影响与有效性

I. Ristić, Marija Runić-Ristić, Tijana Savić Tot, Vilmoš Tot, Momčilo Bajac
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引用次数: 2

摘要

学生通过不同的方式获得学习材料。有些人喜欢阅读,有些人喜欢听,另一些人则使用第三种感觉。传统教学只使用其中一种教学策略,因为不可能在课堂上使用所有这些策略。然而,如今,自适应电子学习系统使学习材料能够根据学习者的个人需求进行定制。为此,研究人员设计了一个自适应学习管理系统模型,并在Moodle中实现了该模型。该系统对228名学生进行了评估。Moodle中学习风格的结合是基于VAK学习风格模型的。作者分析了自适应电子学习系统的效果和有效性。研究发现,与标准电子学习模块相比,学生使用自适应电子学习模块在学习效率、满意度和动机方面存在显著差异。此外,我们通过比较学生在完成课程后以及课程结束一个月后的表现,调查了自适应电子学习系统获得的知识的持久性。研究结果证实了作者的期望,并表明自适应电子学习系统可以提高学生的学习成绩。到目前为止,据我们所知,没有任何研究在课程结束几个月后评估对照组和实验组之间的表现,即通过分析通过自适应电子学习系统获得的知识的持久性。此外,学生继续使用自适应电子学习系统的动机直到现在还没有得到分析。
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The Effects and Effectiveness of An Adaptive E-Learning System on The Learning Process and Performance of Students
Students acquire learning material in different ways. Some prefer to read, some prefer to listen, others use the third type of sense. Traditional teaching uses only one of these teaching strategies since it is impossible to use all of them in the classroom. However, these days, adaptive e-learning systems enable learning material to be customized to the individual needs of learners. For the purpose of this paper, the researchers designed a model of the adaptive learning management system and implemented it in Moodle. The system was evaluated on 228 students. The incorporation of learning styles in Moodle is based on the VAK learning style model. The authors analysed the effects and effectiveness of an adaptive e-learning system. It was discovered that there are significant differences in learning effectiveness, satisfaction and motivation when students use an adaptive e-learning module in comparison to a standard e-learning module. Moreover, we investigated the durability of knowledge acquired with an adaptive e-learning system by comparing the performance of students not only after the completion of the course but also a month after the course. The results of the research confirmed the authors’ expectations and showed that an adaptive e-learning system can increase students’ learning results. So far, to our knowledge, no study has evaluated the performance between a control and experiment group a few months after the completion of the course, i.e. by analysing the durability of knowledge acquired through an adaptive e-learning system. Moreover, the motivation of students to continue using an adaptive e-learning system hasn’t been analysed until now.
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