基于聚类算法的学生学习风格画像模型应用研究_OpenScirbe Publishing

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基于聚类算法的学生学习风格画像模型应用研究

Author(s)：
侯婧

Publication Title：

Wen Yuan (Primary School Edition) 2021 No.05

Affiliations：
廊坊卫生职业学院河北廊坊 065000

Abstract：
本文从高职医学院校课程教学面临的问题入手，将机器学习聚类算法应用于教学实践当中，对采集的学习风格数据进行分析和挖掘，建立学生学习风格模型和标签，通过大数据分析技术对学生学习风格进行刻画和分组，依据各组特征为不同小组制定个性化学习方案，充分发挥了学生学习的积极性和主动性，取得了较好的教学效果，为高职医学院校教学改革提供了有益参考，促进个性化教学的不断发展。

Keywords：
大数据；学生画像；学习风格；个性化教学

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[1] 侯婧.基于聚类算法的学生学习风格画像模型应用研究[J].Wen Yuan (Primary School Edition),2021(05),.

文渊(小学版)

Wen Yuan (Primary School Edition)

Language: 中文

CN：11-9274/G

ISSN：2096-6261

Publication Frequency: 月刊

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