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论教育实践中的数据探索与挖掘

On Exploration and Mining of Data in Educational Practice
课程网址: http://videolectures.net/edm2011_van_der_linden_educational/  
主讲教师: Erik-Jan van der Linden
开课单位: 麦格纳维尤公司
开课时间: 2011-10-07
课程语种: 英语
中文简介:
教育机构面临着来自当局和政府越来越大的压力,要求他们为公共手段的支出提供正当理由。这反过来又导致了信息系统中大量数据在结果、职业、缺勤等方面的内部使用增加。20多所学校(中等教育)积极使用的数据分析产品的经验表明,可视化演示和用户交互对于分析大型数据集至关重要,从而实现真正的改进。数据挖掘领域的方法与这些交互技术之间错综复杂且经过微调的交互作用可能会进一步帮助学校。
课程简介: Educational institutions are confronted with increasing pressure from authorities and governments to justify their spending of public means. This, in turn, has led to increased internal use of the huge amounts of data in information systems on results, careers, absence, etc. Experience with a data analysis product that is actively used in 20+ schools (secondary education) indicates that visual presentation and user interaction are crucial to have analyses of large datasets lead to real improvement. Intricate and finely-tuned interaction between methods from the field of data mining and these interactive techniques may further aid schools.
关 键 词: 计算机科学; 数据挖掘; 数据分析
课程来源: 视频讲座网
最后编审: 2020-06-29:heyf
阅读次数: 21