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Web Mining Usage and Quality Assurance

机译:Web挖掘使用和质量保证

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摘要

The primary object of the investigation was to discover by methods of web mining the most important parameters of the learning activity during the completion of virtual courses. Instead of the classic form of electronic distant learning, a combination of traditional classroom work and online or offline learning methods was used (blended learning). In analyzing the learning activity, the examination of students' click-series and the subsequent differentiation of student types and clusters were in the focus of attention. While the former shows what objects students visited in succession and how much time they spent processing them, the latter distinguishes between types of learning strategies. The examinations were performed at two levels, as macro-and micro-analyses. The former one concentrated on learning objects whereas the latter one focused on individual web pages and their sequences.
机译:该调查的主要目的是通过网络挖掘的方法发现虚拟课程完成过程中学习活动的最重要参数。代替传统的电子远程学习形式,而是结合了传统课堂作业和在线或离线学习方法(混合学习)。在分析学习活动时,对学生点击序列的检查以及随后对学生类型和群体的区分的关注是关注的焦点。前者显示了学生连续访问了哪些对象以及他们花了多少时间来处理它们,而后者则区分了学习策略的类型。检验在宏观和微观两个层面上进行。前者专注于学习对象,而后者则专注于单个网页及其顺序。

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