大数据时代高校学生管理工作的智能化发展与挑战
Intelligent Development and Challenge Analysis of University Student Management in the Era of Big Data
连洁琼1
作者信息
摘要
为深入了解大数据时代高校学生管理工作的智能化发展现状及面临的挑战,采用问卷调研法收集数据,通过Kappa一致性检验确认各维度测量结果的一致性,通过描述性统计分析探讨受访者对隐私与安全、认知与责任、应用与发展、效果与评价等维度的评价情况,运用CRITIC权重分析法确定各维度在整体研究中的重要性,采用线性回归分析探究认知与责任、应用与发展维度对受访者评价其应用效果的影响.基于研究结论,提出应加强隐私与安全保障,推进智能化技术应用与发展,提升认知与责任意识等建议.
Abstract
In order to deeply understand the status quo and challenges of intelligent development of college student management in the era of big data,the study collects data with questionnaire survey method;confirms the consistency of measurement results in various dimensions with Kappa consistency test;explores the respondents'evaluation of privacy and security,cognition and responsibility,application and development,effect and evaluation with descriptive statistical analysis;determines the importance of each dimension in the overall research with the weight analysis of CRITIC;and explores the influence of cognition and responsibility,application and development on respondents'evaluation of their application.Based on the research conclusions,it is suggested to strengthen privacy and security protection,promote the application and development of intelligent technology,and enhance cognition and responsibility awareness,etc.
关键词
大数据/学生管理/智能化Key words
Big data/Student management/Intelligence引用本文复制引用
出版年
2024
NETL
NSTL
万方数据