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Using a Data Warehouse System to Monitor and Analyze Student Achievement in Teaching Process : Student paper

机译:使用数据仓库系统监控和分析教学过程中的学生成就:学生论文

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Data warehouse systems (DWSs) are widespread in business organizations, but their usage in education is lower compared with others sectors. The experiences of DWSs usage in complex business organizations can be applied in education organizations, too. Pandemic challenges forced the faculties to change the paradigms of education and to make full transition towards online learning. In order to evaluate the teaching-learning process and to compare its outcomes within traditional and remote settings data from different sources would be analyzed. In the paper we present a pilot project of a DWS for monitoring the students' accomplishment of course requirements in the lecturing process, both within the traditional and distance learning environment. We present: the data sources, data Extraction/Transform/Load process, database schema of DWS, and examples of reporting functions for data analysis processes.
机译:数据仓库系统(DWSS)普遍存在业务组织中,但与其他部门相比,其在教育的使用率降低。 在复杂的业务组织中的DWSS使用情况也可以应用于教育组织。 大流行挑战迫使院系改变教育范式并充分转向在线学习。 为了评估教学过程,并在传统和远程环境中比较来自不同来源的数据中的结果。 在本文中,我们展示了一个DWS的试点项目,用于监测学生在传统和远程学习环境中的讲解过程中的课程要求。 我们存在:数据源,数据提取/转换/加载过程,DWS的数据库架构以及数据分析过程的报告功能的示例。

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