Data Visualization for Students’ Perception Toward Online and Offline Learning in Information Technology Education Program

Sulidar Fitri, Toafik Muhammad, Cecep Riki, Sivaperumal Sampath
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Abstract

The comments from student about online and offline learning can be analyzed to evaluate the learning process learning quality. This study focused on visualizing the data from students' perception comments especially one class in Information Technology Education Program between face-to-face learning and online learning. The learning process is observed in order to gain some insight about the difference number of words appearance in the word cloud. The comparative results of this research will be described through data visualization in word cloud using orange software. The results of this study indicate that the words appear in the comments of students who fill out the survey form display more words refer to their choices to take offline learning compared to online learning.
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信息技术教育项目中学生对线上和线下学习感知的数据可视化
通过分析学生对线上和线下学习的评价来评价学习过程和学习质量。本研究的重点是可视化的数据,从学生的感知评论,特别是一个班的信息技术教育计划在面对面学习和在线学习之间。通过对学习过程的观察,了解单词云中出现的单词数量的差异。本研究的对比结果将通过使用orange软件在word cloud中的数据可视化来描述。本研究结果表明,填写问卷的学生的评论中出现的词语与他们选择进行线下学习相比,显示出更多的词语。
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