College Students’ Mental Health Analysis Based on Clustering Analysis Algorithm

2022 ◽  
pp. 1333-1341
Author(s):  
Fei Wang
Keyword(s):  
Mental Health ◽  
College Students ◽  
Clustering Analysis ◽  
Analysis Algorithm

scholarly journals Data Analysis of College Students’ Mental Health Based on Clustering Analysis Algorithm

Complexity ◽  
2021 ◽  
Vol 2021 ◽  
pp. 1-10
Author(s):  
Yichen Chu ◽  
Xiaojian Yin
Keyword(s):  
Mental Health ◽  
College Students ◽  
Data Mining ◽  
Clustering Analysis ◽  
Management System ◽  
Clustering Algorithm ◽  
Analysis Algorithm ◽  
Advantages And Disadvantages ◽  
Clustering Model ◽  
Psychological Management

Mental health is an important basic condition for college students to become adults. Educators gradually attach importance to strengthening the mental health education of college students. This paper makes a detailed analysis and research on college students’ mental health, expounds the development and application of clustering analysis algorithm, applies the distance formula and clustering criterion function commonly used in clustering analysis, and makes a specific description of some classic algorithms of clustering analysis. Based on expounding the advantages and disadvantages of fast-clustering analysis algorithm and hierarchical clustering analysis algorithm, this paper introduces the concept of the two-step clustering algorithm, discusses the algorithm flow of clustering model in detail, and gives the algorithm flow chart. The main work of this paper is to analyze the clustering algorithm of students’ mental health database formed by mental health assessment tool test, establish a data mining model, mine the database, analyze the state characteristics of different college students’ mental health, and provide corresponding solutions. In order to meet the needs of the psychological management system based on the clustering analysis method, the clustering analysis algorithm is used to cluster the data. Based on the original database, this paper establishes the methods of selecting, cleaning, and transforming the data of students’ psychological archives. Finally, it expounds on the application of data mining in students’ psychological management system and summarizes and prospects the implementation of the system.

Barriers to mental health service use in Asian American and European American college students.

2020 ◽  
Vol 11 (2) ◽  
pp. 98-107 ◽  
Author(s):  
Christina B. Gee ◽  
Gagan S. Khera ◽  
Alyssa T. Poblete ◽  
Barunie Kim ◽  
Syeda Y. Buchwach
Keyword(s):  
Mental Health ◽  
College Students ◽  
Mental Health Service ◽  
Health Service ◽  
Asian American ◽  
Service Use ◽  
Mental Health Service Use ◽  
Health Service Use ◽  
European American

Questioning and Bisexual College Students Seeking Mental Health Treatment

2010 ◽  
Author(s):  
Andrew A. McAleavey ◽  
Caitlin L. Chun-Kennedy ◽  
Louis G. Castonguay ◽  
Benjamin Locke
Keyword(s):  
Mental Health ◽  
College Students ◽  
Mental Health Treatment ◽  
Health Treatment ◽  
And Bisexual
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