大数据技术对高等教育的影响及应用调查研究

Research on the Influence and Application of Big Data Technology on Higher Education

传统的现代化理论认为现代化是社会变迁的过程,而高等教育是推动现代化社会的重要力量。如何调适自身来适应大数据时代与高等教育的现实需求,实现良好的现代转型,是目前高等教育改革与发展所面临的重要难题。本文利用主成分分析法,选择代表性变量并筛选出典型指标,通过构建多元逻辑回模型来分析当代大学生对大数据应用高等教育的满意程度,并对现状提出合理化建议。

The traditional modernization theory holds that modernization is the process of social change, and higher education is an important force to promote the modernization of society. How to adapt itself to the real needs of the big data era and higher education and achieve a good modern transformation is an important problem facing the reform and development of higher education. In this paper, the principal component analysis method is used to select representative variables and select typical indicators. By constructing a multiple logistic regression model, the satisfaction of contemporary college students with the application of big data in higher education is analyzed, and rationalization suggestions are put forward for the current situation.