Cargando…
Prediction and Analysis of Contemporary College Students' Mental Health Based on Neural Network
For an ordinary student who has just graduated from high school, interpersonal communication and performance evaluation on campus is also a huge challenge. In order to solve the future and current competition and pressure faced by contemporary college students, many college students have mental heal...
Autor principal: | |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9300349/ https://www.ncbi.nlm.nih.gov/pubmed/35875757 http://dx.doi.org/10.1155/2022/7284197 |
_version_ | 1784751192985829376 |
---|---|
author | Pei, Jingjing |
author_facet | Pei, Jingjing |
author_sort | Pei, Jingjing |
collection | PubMed |
description | For an ordinary student who has just graduated from high school, interpersonal communication and performance evaluation on campus is also a huge challenge. In order to solve the future and current competition and pressure faced by contemporary college students, many college students have mental health problems. This paper evaluates, predicts, and analyzes the mental health status of contemporary college students based on a neural network algorithm. The computer technology of neural network algorithm is applied to the prediction of contemporary college students' mental health. Data mining technology based on a neural network algorithm is used to collect data sources. Finally, the prediction results are analyzed, and the main psychological stressor factors of contemporary college students are analyzed by cluster analysis. The results show that there is no significant correlation between college Students' inferiority complex and dependency map and the incidence of mental diseases and majors. A comprehensive physical symptom test was conducted on individuals to understand students' psychological characteristics and behavior. |
format | Online Article Text |
id | pubmed-9300349 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Hindawi |
record_format | MEDLINE/PubMed |
spelling | pubmed-93003492022-07-21 Prediction and Analysis of Contemporary College Students' Mental Health Based on Neural Network Pei, Jingjing Comput Intell Neurosci Research Article For an ordinary student who has just graduated from high school, interpersonal communication and performance evaluation on campus is also a huge challenge. In order to solve the future and current competition and pressure faced by contemporary college students, many college students have mental health problems. This paper evaluates, predicts, and analyzes the mental health status of contemporary college students based on a neural network algorithm. The computer technology of neural network algorithm is applied to the prediction of contemporary college students' mental health. Data mining technology based on a neural network algorithm is used to collect data sources. Finally, the prediction results are analyzed, and the main psychological stressor factors of contemporary college students are analyzed by cluster analysis. The results show that there is no significant correlation between college Students' inferiority complex and dependency map and the incidence of mental diseases and majors. A comprehensive physical symptom test was conducted on individuals to understand students' psychological characteristics and behavior. Hindawi 2022-07-13 /pmc/articles/PMC9300349/ /pubmed/35875757 http://dx.doi.org/10.1155/2022/7284197 Text en Copyright © 2022 Jingjing Pei. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Article Pei, Jingjing Prediction and Analysis of Contemporary College Students' Mental Health Based on Neural Network |
title | Prediction and Analysis of Contemporary College Students' Mental Health Based on Neural Network |
title_full | Prediction and Analysis of Contemporary College Students' Mental Health Based on Neural Network |
title_fullStr | Prediction and Analysis of Contemporary College Students' Mental Health Based on Neural Network |
title_full_unstemmed | Prediction and Analysis of Contemporary College Students' Mental Health Based on Neural Network |
title_short | Prediction and Analysis of Contemporary College Students' Mental Health Based on Neural Network |
title_sort | prediction and analysis of contemporary college students' mental health based on neural network |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9300349/ https://www.ncbi.nlm.nih.gov/pubmed/35875757 http://dx.doi.org/10.1155/2022/7284197 |
work_keys_str_mv | AT peijingjing predictionandanalysisofcontemporarycollegestudentsmentalhealthbasedonneuralnetwork |