Big data Analysis on The Management Content of College Students' Mental Health Education

被引：0
作者：
Xie, Wenyan [1 ]
机构：
[1] Sichuan Vocat & Tech Coll, Suining 629000, Peoples R China
来源：
2021 13TH INTERNATIONAL CONFERENCE ON MEASURING TECHNOLOGY AND MECHATRONICS AUTOMATION (ICMTMA 2021) | 2021年
关键词：
college student; big data; mental health; decision tree; data mining;
D O I：
10.1109/ICMTMA52658.2021.00152
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
To solve the problems of big data demand and data awareness low, data storage demand and storage technology backward in health education in Colleges and universities, this paper integrates modern information technology into the field of mental health education of college students. Based on the detailed analysis and comparison of various classification algorithms, combined with the characteristics of psychological problem data, C4.5 decision tree algorithm is selected to construct a decision tree model for the psychological problem of symptoms, and uses it to predict the psychological problems of college students. Then the structure model of negative psychology is established by decision tree, and the potential groups with anxiety and depression are found by using clustering technology. The cause analysis based on actual data can provide reliable basis for psychological educators, to improve the efficiency and effectiveness of school psychological consultation.
引用
收藏
页码：662 / 665
页数：4
相关论文
共 50 条
[41]   A study on the administration of career guidance to college students in higher education based on mental health education assessment data [J].
Wang L. .
Applied Mathematics and Nonlinear Sciences, 2024, 9 (01)
[42]   Mental Health and Perceived Social Support of Local College Teachers in the Context of Big Data [J].
Guo, Yingli ;
Zhong, Nailiang ;
Li, Xinfu ;
Shi, Yunying .
INTERNATIONAL JOURNAL OF MULTIPHYSICS, 2024, 18 (03) :399-412
[43]   Thinking on Political Education of College Students under the Age of Big Data [J].
Yun, Shi .
PROCEEDINGS OF THE 2016 INTERNATIONAL CONFERENCE ON ECONOMY, MANAGEMENT AND EDUCATION TECHNOLOGY, 2016, 62 :1428-1432
[44]   THE COMBINATION PATH OF COLLEGE STUDENTS' IDEOLOGICAL AND COMPETENCE EDUCATION AND MENTAL HEALTH EDUCATION [J].
Li, Min .
PSYCHIATRIA DANUBINA, 2022, 34 :S80-S83
[45]   Data Mining Techniques with its Application to the Dataset of Mental Health of College Students [J].
Yuan, Cui .
PROCEEDINGS OF 2014 IEEE WORKSHOP ON ADVANCED RESEARCH AND TECHNOLOGY IN INDUSTRY APPLICATIONS (WARTIA), 2014, :391-393
[46]   Discussion on the Development of Teaching Mode of College Students’ Mental Health Education in the Internet Era [J].
Dong, Yang .
Applied Mathematics and Nonlinear Sciences, 2024, 9 (01)
[47]   Analysis of the Impact of Literary Works on College Students' Mental Health Based on Intelligent Data [J].
Li X. .
Computer-Aided Design and Applications, 2023, 20 (S9) :83-95
[48]   Multivariate ANOVA of College Students' Mental Health [J].
Jia, Qing ;
Mu, Lingling .
MEMS, NANO AND SMART SYSTEMS, PTS 1-6, 2012, 403-408 :1428-+
[49]   Caffeine Intake and Mental Health in College Students [J].
Bertasi, Raphael A. O. ;
Humeda, Yasmine ;
Bertasi, Tais G. O. ;
Zins, Zoe ;
Kimsey, Justin ;
Pujalte, George .
CUREUS JOURNAL OF MEDICAL SCIENCE, 2021, 13 (04)
[50]   Analysis of Learning Behavior of College Students Based on Big Data [J].
Lin, Dingbao .
AGRO FOOD INDUSTRY HI-TECH, 2017, 28 (03) :3649-3652
12345