首页|基于K-prototype的精准实践育人研究

基于K-prototype的精准实践育人研究

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实践育人是新时代我国教育方针的重要价值导向,培养什么样的人是教育的首要问题.以新媒体创新思政实践等项目的实时数据通过K-prototype聚类方法,构建以大学生心理画像和问卷测试为基础,大数据技术与高校思政工作相融合的实践路径,精准识别思政工作的对象和所遇到的问题.揭示学生的个体差异和学习特点为教育者提供定制化的教育策略有效预防潜在风险,提升思政工作的针对性和实效性,为未来高校思政工作提供新的思路和方向.
Research on Precise Practice Education Based on K-prototype
The practice of educating people is an important value orientation of the educational policy in our country in the new era.What kind of people to train is the first issue of education.Based on the real-time data of new media innovation ideological and political practice projects and other projects,K-prototype clustering method was used to construct a practice path integrating big data technology with ideological and political work in universities based on college students'psychological portraits and questionnaire tests,so as to accurately identify the objects and problems encountered in ideological and political work.Revealing students'individual differences and learning characteristics provides educators with customized education strategies to effectively prevent potential risks,improve the pertinence and effectiveness of ideological and political work,and provide new ideas and directions for future ideological and political work in colleges and universities.

K-prototype clusteringpractice educationbig datapsychological portrait

李欣怡、李建秋

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西安财经大学统计学院,西安 710100

K-prototype聚类 实践育人 大数据 心理画像

2024

科技和产业
中国技术经济学会

科技和产业

影响因子:0.361
ISSN:1671-1807
年,卷(期):2024.24(20)