在虚拟学习环境中实现信息访问:以数据科学辅修课程为例

Ilya Musabirov, Paul Okopny, Stanislav Pozdniakov
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引用次数: 7

摘要

在本文中,我们介绍了我们目前关于数据科学辅修专业学生信息交互策略的研究现状。我们采用了一个由第三方和我们的软件组成的在线平台,为学生提供学习手段并分析他们的学习活动。我们开发了几个指标来评估他们的活动:编码活动、朋友网络规模和问答活动。我们发现,成绩优异的学生和成绩差的学生使用资源的方式不同,在资源获取/使用方面存在很大的不平等。在研究的基础上,我们提出了两个特征,据说会激发学生参与问答活动,减少这些资源使用中的不平等。
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Enabling Information Access in Virtual Learning Environment: The Case of Data Science Minor
In this paper, we present our current research regarding information interaction strategies of students of minor specialization in Data Science. We employed an online platform, consisted of a third-party and our software, to provide students with means of learning and analyse their learning activity. We developed several indicators to estimate their activity: coding activity, friends network size, and Q&A activity. We show that high-achieving and low-achieving students use resources in different ways, with substantial inequality in resource access/use. Based on the research, we propose two features that supposedly would provoke students to participate in a Q&A activity decreasing inequality in the use of these resources.
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