交互式探索校园生活方式的可视化分析方法

Liang Liu, Song Wang, Ting Cai, Hanglin Li, Weixin Zhao, Yadong Wu
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引用次数: 0

摘要

探索校园生活方式有利于创新教育管理,优化校园资源配置,提供个性化服务,但对探索校园生活方式的关注较少。本文提出了一种基于校园一卡通行为数据的交互式系统,为校园管理提供了新的思路和技术支持。利用交互式可视化技术,通过易于理解的图表帮助用户分析校园生活方式。该系统包含三个功能模块:为教育工作者提供学生贫困补贴决策参考、通过定量分析预测学生学习成绩、基于调度模型的疫情期间食堂就餐调度。最后,提出了三个探索性案例来证明该系统的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Visual Analytics Methods for Interactively Exploring the Campus Lifestyle
Exploring campus lifestyle is conducive to innovating education management, optimizing campus resources allocation, and providing personalized services, but little attention had been paid to the exploration campus lifestyle. A novel interactive system based on behavioral data of campus cards is presented in this paper to provide new ideas and technical support for campus management. Interactive visualization techniques are utilized to help users analyze campus lifestyle via intelligible diagrams. The system contains three functional modules: providing a decision-making reference to educators on students’ poverty subsidies, predicting students’ academic performance by quantitative analysis, and scheduling cafeteria repast based on the scheduling model during the outbreak of COVID-19. Finally, three exploratory case studies are presented to demonstrate the effectiveness of the system.
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