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篇名 |
基于大数据的学生校园行为分析预警管理平台建构研究
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並列篇名 | Research on the Construction of Students’ Campus Behavior Analysis and Warning Management Platform Based on Big Data |
作者 | 鄧逢光、張子石 |
英文摘要 | Big data is one of the most popular concepts and technologies today, which brings revolutionary influence to our work, life, study and thinking mode. In order to change the current management relies on preaching and ex-post analysis of the countermeasures of the traditional way to more targeted, personalized and predictive scientific management mode, through ways of deep merging between information technology and students ‘ education and management. The essay analyzes the big data value of school student behavior, and describe the student campus behavior data collection methods, Analysis and prediction models and Visual models. Appling the mainstream the Hadoop open source platform to constructive student campus behavior data analysis and early warning management system, so as to alerting the students safety control, realizing student management informatization, improving the scientific management level of students ‘ education, and promoting the intelligent and digital campus construction. |
起訖頁 | 060-064 |
關鍵詞 | 教育大数据、学生行为分析、预测模型、数据挖掘、Educational Big Data、Student Behavior Analysis、Prediction Model、Data Mining |
刊名 | 中國電化教育 |
期數 | 201711 (370期) |
出版單位 | 中國電化教育雜誌社 |
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| 美国K-12在线教育:现状、系统结构与政策分析 |