scholarly journals Intelligent Knowledge Service System Based on Depression Monitoring of College Students

Author(s):  
Huina Yu ◽  
Guihong Zhang ◽  
Jiali Liu ◽  
Kai Li

The number of college students suffering from depression has increased in recent years. In order to help the college student administration departments understand students' psychological state of depression better and keep college students mentally healthy through mental health services, this paper studies an intelligent monitoring system for depression. Different from previous researches, this study, based on the cloud services platform, incorporates three indicators closely related to depression-sleeping, exercise and heart rate-into the monitoring database subsystem and establishes a relatively macroscopic intelligent knowledge service system for depression monitoring of college students. It uses the Mobile Material Link Device (MMLD) to collect data and information to monitor and analyze the changes in the depression status of college students dynamically, which also provides timely warnings and a chain of personalized intelligent knowledge services based on individuals’ depression status.

2021 ◽  
Vol 2021 ◽  
pp. 1-12
Author(s):  
Jiawen Li

This paper provides an in-depth study and analysis of music education to improve the mental health of college students in the context of 5G and for practical application. How to explore the ideas and methods of using music education to channel and resolve the psychological problems of this student group and then help them shape a healthy and upward psychological state, based on field research on the psychological and emotional health of contemporary higher education students, becomes an important issue that needs to be solved in front of most music educators. Musical emotions are not only related to the acoustic properties of music but also closely related to the age, gender, musical background, and social cognition of individuals. To explore the neural mechanisms by which musical rhythm affects emotional processing, it is necessary not only to achieve reasonable manipulation of rhythmic variables but also to effectively control for relevant additional variables, to clarify the relationship between rhythm and musical emotion from a theoretical perspective, and to provide operational guidance significance for bringing into play the mental health value of musical emotion. Discuss the commonalities and mutual assistance between the interactional music classroom and humanistic and positive psychology in terms of ideological connotations. Discuss the practical implications of humanistic psychology and its derivation of positive psychology in terms of self-actualization, student-centered view of education, associated integration and developmental educational values, psychological fluency experience, positive emotions, positive self, and positive motivation, which have common ideas with the philosophical theory of interaction, for the interactive music classroom. The characteristics and role of the music teacher in the interacting music classroom from a psychological perspective are described in terms of both teacher psychological construction and teaching attitudes. The enrichment of the ideas, psychological laws, and experiences in humanistic and positive psychology on the model of the interacting music classroom guided by the philosophical theory of interaction is discussed, divided into four subsections: suggestions for classroom goal setting, suggestions for teaching methods, teacher-student evaluation, and teaching fragment design, aimed at making teachers and students interact easily and happily and live soberly and creatively.


2021 ◽  
Vol 27 (spe) ◽  
pp. 40-42
Author(s):  
Yueqiao Liu

ABSTRACT Although contemporary college students are in an era of stable environment and rich economy, the society has stricter requirements on their study and work. College students face various pressures from themselves and society, and psychological problems emerge one after another. From the practice abroad, music therapy itself has fully demonstrated the alleviation and improvement of people’s mental health. Music is a part of human life, and its penetration and influence on human behavior is unparalleled by other cultural forces. Music does not only give people the enjoyment of beauty, but also influences people’s mind, body and behavior through multiple psychological and physiological functions. The use of music therapy can better improve and optimize the ability of college students to eliminate bad emotions, so as to help students develop healthy a psychological state and establish a correct outlook on life and values. Based on this, this study explores the significance of contemporary college students’ music therapy on mental health, and puts forward the orientation and implementation ways of college students’ mental health education.


2020 ◽  
pp. 1-12
Author(s):  
Nan Liu ◽  
Haihong Liu ◽  
Haining Liu

In recent years, college campus incidents caused by mental health problems have been increasing year by year, and college students’ mental health problems have become the focus of attention of schools, society and parents. Based on this, this paper proposes a facial emotion recognition method for college students. By using moving target detection, target classification, target tracking, and a series of image preprocessing techniques, this method achieves intelligent monitoring of the area where college students are located and can automatically alert when a potentially dangerous target is found. Moreover, this method uses a combination of shape features and motion features to select and extract feature quantities. In addition, the method calculates the similarity between the target and candidate target corresponding sub-models, and according to the ability of each feature to distinguish between the target and the background, monitors the student’s mental health in real time and prevents various problems from occurring. Through experimental research, we can see that the model constructed in this paper has good performance.


CONVERTER ◽  
2021 ◽  
pp. 620-626
Author(s):  
Chang Xiang-Wei

With the rapid increase of employment pressure and academic pressure, the psychological status of higher vocational college students is increasingly concerned by schools and teachers. In order to ensure college students' mental health and provide timely and effective psychological counseling and guidance, this paper establishes an information-based mental health counseling platform. Based on big data analysis, this paper studies the modeling of Vocational College Students' mental health. This is the significance of mental health self-service system research under the background of big data. Based on the necessity of research on mental health self-service system and the psychological factors of higher vocational college students, this paper studies the technical framework and functional structure of mental health self-service system. This paper analyzes the difficulties encountered in the operation of the system, and puts forward solutions to build up the platform for the mental health information platform in the era of Internet plus.


2011 ◽  
Vol 25 (4) ◽  
pp. 164-173 ◽  
Author(s):  
Brian Healy ◽  
Aaron Treadwell ◽  
Mandy Reagan

The current study was an attempt to determine the degree to which the suppression of respiratory sinus arrhythmia (RSA) and attentional control were influential in the ability to engage various executive processes under high and low levels of negative affect. Ninety-four college students completed the Stroop Test while heart rate was being recorded. Estimates of the suppression of RSA were calculated from each participant in response to this test. The participants then completed self-ratings of attentional control, negative affect, and executive functioning. Regression analysis indicated that individual differences in estimates of the suppression of RSA, and ratings of attentional control were associated with the ability to employ executive processes but only when self-ratings of negative affect were low. An increase in negative affect compromised the ability to employ these strategies in the majority of participants. The data also suggest that high attentional control in conjunction with attenuated estimates of RSA suppression may increase the ability to use executive processes as negative affect increases.


2017 ◽  
Vol 225 (3) ◽  
pp. 175-188 ◽  
Author(s):  
Peter J. Lang ◽  
Lisa M. McTeague ◽  
Margaret M. Bradley

Abstract. Several decades of research are reviewed, assessing patterns of psychophysiological reactivity in anxiety patients responding to a fear/threat imagery challenge. Findings show substantive differences in these measures within principal diagnostic categories, questioning the reliability and categorical specificity of current diagnostic systems. Following a new research framework (US National Institute of Mental Health [NIMH], Research Domain Criteria [RDoC]; Cuthbert & Insel, 2013 ), dimensional patterns of physiological reactivity are explored in a large sample of anxiety and mood disorder patients. Patients’ responses (e.g., startle reflex, heart rate) during fear/threat imagery varied significantly with higher questionnaire measured “negative affect,” stress history, and overall life dysfunction – bio-marking disorder groups, independent of Diagnostic and Statistical Manuals (DSM). The review concludes with a description of new research, currently underway, exploring brain function indices (structure activation, circuit connectivity) as potential biological classifiers (collectively with the reflex physiology) of anxiety and mood pathology.


2020 ◽  
Vol 11 (2) ◽  
pp. 98-107 ◽  
Author(s):  
Christina B. Gee ◽  
Gagan S. Khera ◽  
Alyssa T. Poblete ◽  
Barunie Kim ◽  
Syeda Y. Buchwach

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