基于能力的学习方法中的学生评分控制与可视化

K. Umbleja
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引用次数: 5

摘要

本文分析了在以个人学习为重点的网络学习环境中,学生如何熟悉和适应新的基于能力的学习方式。学习者可以自由选择学习内容、学习时间和学习量,而不受最后期限的限制。这种方法侧重于衡量一个人通过学习实际能做些什么。为了详细了解每个人的能力,我们开发了不同的评估方法,使用自动算法模拟学生的回答过程,并进行小的可重复练习。由于每个能力都是高粒度单独分级的,因此需要设计一个更复杂的最终分级。当学生完成了足够的功课,他们可以根据自己的判断接受这个结果,也可以继续努力获得更高的成绩。由于这种个性化的学习方法把所有的计划责任都留给了学习者,他们必须对自己的进步有一个适当的概述,并获得足够的数据,以便做出有根据的学习决策。为了解决这个问题,我们向学生提供了五种不同的学生进度可视化工具。根据学生的反馈,分析了它们的使用情况、优缺点。得出的结论是,可视化工具帮助大多数学生比以前更好地遵循他们的过程,每个学生都喜欢不同类型的工具,这取决于他们的个性。虽然一些学生从该系统提供的自由中受益匪浅,但另一些学生却很难激励自己学习,因此很难按时完成课程。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Students' grading control and visualisation in competence-based learning approach
This paper analyses how students familiarize themselves and cope with novel competence-based approach to learning in online e-learning environment where the focus is on personal learning. Learners have freedom to mark their own path through the courses without deadlines by choosing themselves what, when and how much they learn. That methodology concentrates on measuring what a person can actually do as a result of learning. In order to have that kind of detailed picture of everyone's abilities, different kind of approach for assessment was developed using automatic algorithms that mimic student's answering process with small repeatable exercises. As every competence is being graded separately with high level of granularity, one definitive final grade requires a more complex aggregation function to be designed. Grades are suggested for students when enough work has been done and on their own discretion they can either accept that result or keep working to achieve a higher grade. As this kind of personalized approach to learning leaves all responsibility of planning to a learner, they have to have a proper overview of their own progress and an access to sufficient data in order to make educated learning decisions. To facilitate that problem five different student's progress visualization tools were offered to students. Their usage, benefits and drawbacks according to students' feedback have been analyzed. The conclusions drawn are that visual tools have helped majority of students to follow their process better than before and every student prefers different kinds of tools depending on their personality. While some students have benefited a lot from the freedoms offered by the system, others had hard time motivating themselves to work and therefore found it to be difficult to complete the course on time.
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