With the advent of the era of big data, to establish the recommended analysis and early warning system of individual-ized training through the integration of different data sources in higher vocational colleges has important practical significance. This paper first introduces the establishment of vocational college students' individualized cultivation system, then introduces how to build a personalized platform revolving around data source in-tegration, data extraction, hierarchical culture and personalized recommendation and early warning system.%随着大数据时代的来临,通过对高职院校各类数据源的整合分析,建立学生个性化培养推荐及预警系统具有重要的实际意义.本文首先介绍了建立高职院校学生个性化培养系统的背景,然后从大数据的研究现状出发围绕着数据源整合、数据抽取、个性化培养推荐及预警系统的层次结构和实现介绍了基于大数据的高职学生个性化培养平台的构建.
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