Impact of Doctoral Student Training Process Fit on Doctoral Students’ Mental Health

Li, Fulin; Wang, Chuanyi; Yue, Xiao‐Guang

doi:10.32604/ijmhp.2022.020034

Cited by 24 publications

(21 citation statements)

References 46 publications

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“…It affects people's physical and psychological conditions. If people lack positive interpersonal communication, they cannot treat themselves and others properly [11]. People who are narrow-minded and short-sighted can easily form huge mental and psychological pressures.…”

Section: Contribute To Cultivating the Sound Personality Of College S...mentioning

confidence: 99%

Investigation and Interpersonal Relationship of College Students with Intelligent Big Data

Zheng

Bao

2022

Scientific Programming

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An interpersonal relationship is a relationship that arises and develops in the process of people’s extensive material and spiritual exchanges. College students, as a special group, not only have the general characteristics of modern young people’s interpersonal communication but also have remarkable characteristics of their own communication. The purpose of this paper is to study how to use intelligent big data to conduct a brief survey and research on the interpersonal relationships of college students so that college students can discover their own problems and establish sound and good interpersonal relationships. This paper proposes data mining based on intelligent big data. Data mining plays an important role in information processing. Data mining includes many algorithms. This paper selects cluster analysis for the need to classify the influencing factors in interpersonal relationships. The cluster analysis algorithm can classify similar information well. The experimental results of this paper show that the most important skills given by the five companies that are considered to be necessary for talents are the interpersonal relationship, self-ability, and academic qualifications. Among them, five companies gave the highest score of 8.9 points to the interpersonal relationship and the lowest score of 8.0 points, with an average of about 8 points, while the scores of their own ability and education were below 8 points. It can be seen that entrepreneurs think that the necessary skills for talents are not academic qualifications and their own abilities but good interpersonal relationships. Therefore, it is very important to establish good interpersonal relationships.

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Section: Contribute To Cultivating the Sound Personality Of College S...mentioning

confidence: 99%

Investigation and Interpersonal Relationship of College Students with Intelligent Big Data

Zheng

Bao

2022

Scientific Programming

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“…In equation (6), j takes values in the range ð1, 2,⋯,mÞ , and net j represents the processing of the j-th neuron in the hidden layer.…”

Section: And the Connection Weight Of The Implicit Layer To The Outpu...mentioning

confidence: 99%

“…The Bartram et al experiment compared those who received physical health instruction with those who did not and found that those who received physical health instruction have better physical fitness [ 5 ]. Although the physical health teaching approach can improve the efficiency of physical health teaching to a certain extent and help students acquire physical health knowledge, there is a lack of intelligent technology to assist physical health teaching [ 6 ].…”

Section: Introductionmentioning

confidence: 99%

Development of Machine Learning-Based Ideas for Teaching Physical Education and Health

Yin

Han

2022

BioMed Research International

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With various social pressures and the lack of knowledge about physical health, students have poor physical education quality and insufficient knowledge acquisition about physical health. Traditional physical health teaching is a process in which the teacher tells the theory of physical health and students passively accept it, which leads to physical health problems such as low learning efficiency of students’ physical health knowledge and low interest in learning physical health knowledge. With the emphasis on physical health teaching and the development of technologies such as machine learning, machine learning is used to analyze the problems of physical health teaching and help students to learn physical health better to improve the efficiency of physical health teaching. The results of this paper show that the machine learning-based physical education and traditional physical education can reduce the injury rate of students’ sports by 7.7% compared with traditional physical education, make students’ interest in physical education and health learning reach 53.3%, and improve the efficiency of physical education and health learning. There is a degree of students’ acquisition of physical health knowledge. The change from traditional physical health teaching ideology to machine learning-based physical education ideology can improve the teaching efficiency of physical health teaching, allow students to acquire more physical health knowledge, and effectively reduce the risk of students’ injuries in sports.

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“…Emotional management is a management method that recognizes and analyzes the emotions of college students, and incentive method is to use positive or negative stimulation to guide college students to establish correct concepts ( Alka and Sharma, 2017 ; Zheng et al, 2021 ). The management work mode of college students that combines emotional management and motivation is a kind of educational guidance for college students’ psychology ( Li et al, 2022 ). The psychological model of college students is shown in Figure 1 .…”

Section: Emotional Management and Incentive Management Methods For Co...mentioning

confidence: 99%

Management work mode of college students based on emotional management and incentives

Ding

2022

Front. Psychol.

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The student management work model in colleges and universities is an effective plan for college student management, but the traditional college student management work is not very good in terms of student psychology, resulting in negative attitudes such as low learning desire, low learning efficiency, and inactive learning. In recent years, with the development of artificial intelligence technologies such as sentiment analysis and incentive theory, emotional management and incentive theory have been applied to the management of college students. The emotional management and incentive model is a way to help college students get rid of psychological obstacles and guide students to establish positive and correct values by predict and analyze the psychological state of college students through language emotion recognition and BP neural network. This paper compares the college student management work model based on emotional management and incentives with the traditional college management work mode through experiments. The results show that the students’ learning enthusiasm is better than the traditional college student management work mode based on emotional management and incentives. The student management work model in colleges and universities is 15.8% better, and the students’ grades have improved by 12.5%; the college student management work model based on emotional management and incentives also has a positive role in helping students’ mental health. The way of emotional management and motivation can make better use of college students’ psychology to effectively manage students and guide students to develop in a good direction.

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Impact of Doctoral Student Training Process Fit on Doctoral Students’ Mental Health

Cited by 24 publications

References 46 publications

Investigation and Interpersonal Relationship of College Students with Intelligent Big Data

Investigation and Interpersonal Relationship of College Students with Intelligent Big Data

Development of Machine Learning-Based Ideas for Teaching Physical Education and Health

Management work mode of college students based on emotional management and incentives

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