Evaluation feedback information for optimization of mental health courses with deep learning methods

被引:1
作者
Liu, Wenhua [1 ]
Zhang, Yijie [1 ]
机构
[1] Henan Univ, Huaihe Hosp, Dept Psychol & Mental Hlth, Kaifeng City 475000, Peoples R China
关键词
Deep learning; Course optimization; Evaluation feedback; Deep confidence network; COLLEGE-STUDENTS; EDUCATION;
D O I
10.1007/s00500-019-04569-0
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In order to give full play to the value of mental health education courses in colleges and universities and help students understand the relevant knowledge, thus helping to alleviate their own psychological problems, this paper uses the evaluation feedback of mental health courses in colleges and universities to conduct in-depth learning, and further optimize the mental health education courses in colleges and universities. College students, as a seemingly relaxed group, actually bear tremendous pressure. Many pressures, such as study, life, emotion, interpersonal communication, and graduate employment, have seriously affected the mental health of college students. Increasingly prominent mental health problems have attracted the attention of colleges and universities. Domestic colleges and universities have gradually opened mental health education courses, aiming at helping students find breakthroughs in the problem, thereby promoting students' physical and mental development and adapting to the current and developing social environment with the positive and normal psychological state. However, the existing mental health education curriculum in colleges and universities cannot play its role effectively. The general evaluation criteria make the teaching activities less effective, and the students fail to understand the content of the mental health education curriculum well. Therefore, this paper uses the evaluation feedback information of the mental health curriculum in colleges and universities to conduct an in-depth study, optimize the mental health curriculum, and improve the mental health of colleges and universities. The teaching mode of health course enables students to have a deeper understanding of the content of mental health education. It can really help students alleviate psychological pressure and solve psychological problems, which is conducive to the healthy development of universities and society.
引用
收藏
页码:8275 / 8283
页数:9
相关论文
共 26 条
[11]   Relationships Among Positive Emotions, Coping, Resilience and Mental Health [J].
Gloria, Christian T. ;
Steinhardt, Mary A. .
STRESS AND HEALTH, 2016, 32 (02) :145-156
[12]   Design and characteristics evaluation of a novel teleoperated robotic catheterization system with force feedback for vascular interventional surgery [J].
Guo, Jian ;
Guo, Shuxiang ;
Yu, Yang .
BIOMEDICAL MICRODEVICES, 2016, 18 (05)
[13]   The Relationship between Education and Mental Health: New Evidence from a Discordant Twin Study [J].
Halpern-Manners, Andrew ;
Schnabel, Landon ;
Hernandez, Elaine M. ;
Silberg, Judy L. ;
Eaves, Lindon J. .
SOCIAL FORCES, 2016, 95 (01) :107-131
[14]  
Jie J, 2016, SCI ED LIT, V9, P140
[15]  
Jing Leng, 2017, DISTANCE ED MAGAZINE, V35.2, P56
[16]   An Ensemble Deep Convolutional Neural Network Model with Improved D-S Evidence Fusion for Bearing Fault Diagnosis [J].
Li, Shaobo ;
Liu, Guokai ;
Tang, Xianghong ;
Lu, Jianguang ;
Hu, Jianjun .
SENSORS, 2017, 17 (08)
[17]   A multidimensional approach to assessing intervention fidelity in a process evaluation of audit and feedback interventions to reduce unnecessary blood transfusions: a study protocol [J].
Lorencatto, Fabiana ;
Gould, Natalie J. ;
McIntyre, Stephen A. ;
During, Camilla ;
Bird, Jon ;
Walwyn, Rebecca ;
Cicero, Robert ;
Glidewell, Liz ;
Hartley, Suzanne ;
Stanworth, Simon J. ;
Foy, Robbie ;
Grimshaw, Jeremy M. ;
Michie, Susan ;
Francis, Jill J. .
IMPLEMENTATION SCIENCE, 2016, 11
[18]   Benefits of maternal education for mental health trajectories across childhood and adolescence [J].
Meyrose, Ann-Katrin ;
Klasen, Fionna ;
Otto, Christiane ;
Gniewosz, Gabriela ;
Lampert, Thomas ;
Ravens-Sieberer, Ulrike .
SOCIAL SCIENCE & MEDICINE, 2018, 202 :170-178
[19]  
Mo J, 2016, ED TEACH BBS, V9, P115
[20]   Blogging and Social Media for Mental Health Education and Advocacy: a Review for Psychiatrists [J].
Peek, Holly S. ;
Richards, Misty ;
Muir, Owen ;
Chan, Steven Richard ;
Caton, Michael ;
MacMillan, Carlene .
CURRENT PSYCHIATRY REPORTS, 2015, 17 (11)