基于聚类分析的大学生文化自信现状分析与对策研究
Analysis of the Current Situation and Countermeasures of College Students’ Cultural Self-Confidence Based on Cluster Analysis

现如今文化自信受到党和国家的高度重视，文化自信为实现中华民族的伟大复兴提供重要的精神价值。因此，加强对新时代高校大学生文化自信的课题研究对实现中国梦具有重要的现实意义。本次的研究采取问卷调查和数学建模两种方式，采用SPSS等软件进行数据的预处理。首先，我们对调查问卷的结果进行数据的统计分析，再使用聚类分析对新时代大学生文化自信的现状进行描述性统计，根据分析结果，对如何提升大学生传统文化自信，革命文化自信，社会主义先进文化自信分别给出建议。
Nowadays, cultural self-confidence is highly valued by the party and the state, and cultural self- confidence provides important spiritual values for the realization of the great rejuvenation of the Chinese nation. Therefore, strengthening the research on the cultural self-confidence of college students in the new era is of great practical significance to realizing the Chinese dream. In this study, questionnaire survey and mathematical modeling were adopted, and SPSS and other software were used for data preprocessing. First, we conduct statistical analysis of the results of the questionnaire, and then use cluster analysis to describe statistics on the current situation of college students’ cultural self-confidence in the new era, and according to the analysis results, we give suggestions on how to improve college students’ self-confidence in traditional culture, revolutionary culture and advanced socialist culture.