Prediction Method of College Students’ Psychological Pressure Based on Deep Neural Network

Aiming at the problems of low prediction accuracy and efficiency and poor prediction effect in the current psychological pressure prediction methods, a psychological pressure prediction method for college students based on deep neural network is proposed. The structure and algorithm of depth neural...

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Autores principales:	Bing Wang, Sitong Liu
Formato:	article
Lenguaje:	EN
Publicado:	Hindawi Limited 2021
Materias:	Computer software QA76.75-76.765
Acceso en línea:	https://doaj.org/article/671b7863c1f846e481afa47d650efc83
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spelling	oai:doaj.org-article:671b7863c1f846e481afa47d650efc832021-11-22T01:10:59ZPrediction Method of College Students’ Psychological Pressure Based on Deep Neural Network1875-919X10.1155/2021/2943678https://doaj.org/article/671b7863c1f846e481afa47d650efc832021-01-01T00:00:00Zhttp://dx.doi.org/10.1155/2021/2943678https://doaj.org/toc/1875-919XAiming at the problems of low prediction accuracy and efficiency and poor prediction effect in the current psychological pressure prediction methods, a psychological pressure prediction method for college students based on deep neural network is proposed. The structure and algorithm of depth neural network and gray theory model are analyzed. Using the deep neural network, this paper establishes the sample set data of college students’ psychological pressure prediction and constructs the college students’ psychological pressure prediction model combined with the deep neural network algorithm of gray theory. The physical network information model is formed through the relationship between neurons. According to the dynamic changes of college students’ psychological pressure in each neuron of the physical network, the prediction of college students’ psychological pressure is completed. The experimental results show that the proposed method is effective in predicting college students’ psychological pressure and can effectively improve the accuracy and efficiency of college students’ psychological pressure prediction.Bing WangSitong LiuHindawi LimitedarticleComputer softwareQA76.75-76.765ENScientific Programming, Vol 2021 (2021)
institution	DOAJ
collection	DOAJ
language	EN
topic	Computer software QA76.75-76.765
spellingShingle	Computer software QA76.75-76.765 Bing Wang Sitong Liu Prediction Method of College Students’ Psychological Pressure Based on Deep Neural Network
description	Aiming at the problems of low prediction accuracy and efficiency and poor prediction effect in the current psychological pressure prediction methods, a psychological pressure prediction method for college students based on deep neural network is proposed. The structure and algorithm of depth neural network and gray theory model are analyzed. Using the deep neural network, this paper establishes the sample set data of college students’ psychological pressure prediction and constructs the college students’ psychological pressure prediction model combined with the deep neural network algorithm of gray theory. The physical network information model is formed through the relationship between neurons. According to the dynamic changes of college students’ psychological pressure in each neuron of the physical network, the prediction of college students’ psychological pressure is completed. The experimental results show that the proposed method is effective in predicting college students’ psychological pressure and can effectively improve the accuracy and efficiency of college students’ psychological pressure prediction.
format	article
author	Bing Wang Sitong Liu
author_facet	Bing Wang Sitong Liu
author_sort	Bing Wang
title	Prediction Method of College Students’ Psychological Pressure Based on Deep Neural Network
title_short	Prediction Method of College Students’ Psychological Pressure Based on Deep Neural Network
title_full	Prediction Method of College Students’ Psychological Pressure Based on Deep Neural Network
title_fullStr	Prediction Method of College Students’ Psychological Pressure Based on Deep Neural Network
title_full_unstemmed	Prediction Method of College Students’ Psychological Pressure Based on Deep Neural Network
title_sort	prediction method of college students’ psychological pressure based on deep neural network
publisher	Hindawi Limited
publishDate	2021
url	https://doaj.org/article/671b7863c1f846e481afa47d650efc83
work_keys_str_mv	AT bingwang predictionmethodofcollegestudentspsychologicalpressurebasedondeepneuralnetwork AT sitongliu predictionmethodofcollegestudentspsychologicalpressurebasedondeepneuralnetwork
_version_	1718418342375587840

Prediction Method of College Students’ Psychological Pressure Based on Deep Neural Network

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