KR102214402B1 - A mobile-based customized mental health care system and a method for providing a mental health care using the system - Google Patents

Abstract

The present invention relates to a mental health management system, and more specifically, to a mobile-based customized mental health management system and a mental health management method using the system. The present invention measures a user′s stress level using a user terminal such as mobile equipment, provides appropriate healing contents according to the measured stress level, and measures the degree of stress relief achieved through the provided healing content to recommend the optimal healing content.

Description

A mobile-based customized mental health care system and a method for providing a mental health care using the system}

The present invention relates to a mental health management system, and more specifically, to measure a user's stress level using a user terminal such as a mobile device, and to provide appropriate healing content according to the measured stress level, and provide healing The present invention relates to a mobile-based customized mental health management system having a technical configuration capable of recommending optimal healing contents by measuring the degree of stress relief made through contents, and a mental health management method using the system.

Workers suffering from heavy work, students suffering from excessive academic stress, housewives complaining of stress and depression from hard housework, elderly people who feel stress due to disconnection from their families and alienation from society, etc. It comes to any target.

In particular, stress incurs an incalculable cost due to ancillary health problems stemming directly or indirectly from potential stress disorders. For example, studies show that people under stress are more susceptible to viral and non-viral diseases. Common known examples of this are the relationship between stress and respiratory infections. Also, people who are under stress take longer to recover from illness.

Moreover, in the United States, occupational stress has been estimated to cause nearly $300 billion in losses annually in productivity, absenteeism and turnover rates. In addition to the direct work-related costs, attempts to treat stress and stress-related illnesses accounted for more than $17 billion in antidepressant and anxiety medications in 2002. In the future, the cost of such pharmacological treatment is increasing year by year.

As described above, stress in the lives of modern people not only causes various diseases, but has become a factor that has a great influence on the quality of life. As a result, for modern people who are always exposed to stress, the question of how to manage such stress has become a very important topic.

As a result, an attempt has been made to discriminate stress, which is considered the most problematic as an element that threatens health, and stress is measured mainly in medical institutions. However, since this excludes that the source of stress is the user's living environment, it cannot be considered that the stress measurement itself is accurate. In addition, many personal stress management systems and programs have been developed to compensate for this, but by standardizing the stress by using the average of each age and sex without considering the vital signs that vary according to the user's physical characteristics and circumstances, it is possible to measure and relieve personal stress. It is difficult to see as a device.

Despite the existence of a number of known stress reduction products and services, stress and stress-related diseases still cause uneconomical costs and economic anxiety. Therefore, stress is accurately evaluated for each user and based on the evaluation results. There is a need to develop a user-customized stress reduction technology that can provide a more suitable method for reducing stress and/or alleviating stress response to users.

Republic of Korea Patent Publication No. 10-2018-0086546

The present inventors completed the present invention by developing a mobile-based customized mental health management system as a result of a number of studies.

Accordingly, an object of the present invention is to analyze the current stress level of the user by summing the psychological test through a questionnaire and the physiological signal measurement test result through a sensor, so that a mobile-based customized mentality capable of relatively accurately analyzing the user's stress level at the time of measurement It is to provide a health management system and a mental health management method using the system.

Another object of the present invention is that since the current stress level of the user is accurately measured, healing content suitable for the measured stress level can be provided, and even when the user executes the provided healing content, a physiological signal is measured in real time and based on the measured physiological signal. As a result, it provides a mobile-based customized mental health management system and a mental health management method using the system that can accurately analyze the stress relief effect of the execution of healing contents by measuring the stress level immediately after completion of the healing contents execution.

Another object of the present invention is to accumulate and store stress reduction effect data according to the executed healing content to correspond to the healing content, and analyze the accumulated data when it meets a predetermined condition to optimize the mental health status of the user. It is to provide a mobile-based customized mental health management system that can generate a healing content recommendation logic that can automatically recommend and a mental health management method using the system.

Another object of the present invention is to reduce the stress level in a way that does not have unwanted side effects and does not risk addiction by providing the optimal healing content to relieve the user's stress through the healing content recommendation logic, thereby improving the mental health of the user. It is to provide a mobile-based customized mental health management system and a mental health management method using the system.

The object of the present invention is not limited to the above-mentioned object, and even if not explicitly mentioned, the object of the invention that one of ordinary skill in the art can recognize from the description of the detailed description of the invention to be described later may naturally be included. .

In order to achieve the object of the present invention described above, the present invention provides a user terminal with psychological state questionnaire data for measuring a user's psychological stress level and mental health, and a response to the mental state questionnaire data input from the user terminal. A psychological test module that analyzes the user's current psychological stress level; A sensor test module for measuring a current physiological stress level of a user based on the bio-signals measured and input by the user terminal; Providing appropriate healing content determined according to the measurement result of the psychological test module and the sensor test module to the user terminal, and the user's biosignal measured by the sensor test module while the healing content selected by the user is being executed. Based on the real-time healing content providing and analysis module that analyzes the user's stress level in real time; And a customized healing content recommendation module that recommends optimal healing content to the user based on the results of the real-time healing content provision and analysis module.

In a preferred embodiment, the measurement field of the psychological state interview data provided by the psychological test module is at least one of stress, effort compensation balance, depression, anxiety, emotional labor, and well-being.

In a preferred embodiment, the biosignal input to the sensor test module is a signal measured from at least one of a heart rate sensor and a camera built into the user terminal.

In a preferred embodiment, the real-time healing content providing and analysis module comprises: a healing content storage unit for storing healing content provided to the user terminal; A pre-execution stress analysis unit configured to determine a pre-execution stress value, which is a user's stress level obtained before executing healing contents, by summing the measurement result of the psychological test module and the measurement result value of the sensor test module; A healing content providing unit for searching the healing content storage unit based on the pre-execution stress value, selecting at least one healing content, and providing it to the user terminal; While the healing content selected by the user among the one or more healing contents is being executed, the user's bio-signal measured by the sensor test module is received and analyzed in real time, and the stress level of the user immediately after execution of the healing content is finished. It includes; post-execution stress analysis unit for determining the post-execution stress value.

In a preferred embodiment, the healing content storage unit categorizes and stores the healing content to include at least one of a breathing training program, a music program, and a meditation program, and each field includes one or more healing contents.

In a preferred embodiment, at least one healing content included in each field is stored in correspondence so as to belong to a plurality of groups divided into a predetermined range, respectively, between an upper limit and a lower limit of a preset pre-execution stress value.

In a preferred embodiment, the customized healing content recommendation module receives the pre-execution stress value and post-execution stress value obtained from the real-time healing content provision and analysis module, determines the pre- and post-execution stress difference value, and stores it in correspondence for each executed healing content. A front and rear stress difference value processing unit; And when the stored front and rear stress difference value reaches a preset number of times, the pre-stored front and rear stress difference value is searched to extract a plurality of healing contents corresponding to the upper front and rear stress difference value, and derived by considering the number of executions of the healing content. And a healing content recommendation unit that generates a recommendation logic that recommends optimal healing content to the user.

In addition, in the present invention, the psychological state interview data for measuring the user's psychological stress level is provided to the user terminal by the psychological test module, and the response to the psychological state interview data input from the user terminal is analyzed to analyze the current psychological level of the user. The phosphorus stress level is checked; Measuring a current physiological stress level of the user based on the bio-signal measured and input from the user terminal by a sensor test module; At least one suitable healing content determined according to the measurement result of the psychological test module and the sensor test module is provided to the user terminal by the real-time healing content provision and analysis module, and the healing content selected by the signal input from the user terminal Analyzing a user's stress level in real time based on the user's bio-signals measured by the sensor test module while is being executed; It provides a mobile-based personalized mental health management method comprising; the step of recommending the optimal healing content to the user based on the results of the real-time healing content provision and analysis module by the customized healing content recommendation module.

In a preferred embodiment, the measurement field of the psychological state interview data provided by the psychological test module is at least one of stress, effort compensation balance, depression, anxiety, emotional labor, and well-being.

In a preferred embodiment, the step of analyzing the user's stress level in real time is the pre-execution stress level, which is the user's stress level obtained before executing the healing content by summing the measurement result of the psychological test module and the measurement result value of the sensor test module. Determining a value; Selecting one or more healing contents based on the pre-execution stress value and providing them to the user terminal; Executing the healing content selected by a signal input from the user terminal among the one or more healing content; And determining a post-execution stress value, which is a user's stress level immediately after execution of the healing content, by receiving the user's biosignal measured by the sensor inspection module while the healing content is being executed and analyzing it in real time. Includes.

In a preferred embodiment, the step of recommending the optimal healing content is to receive the pre-execution stress value and the post-execution stress value obtained from the real-time healing content provision and analysis module to determine the before and after stress difference values, and for each executed healing content. A front and rear stress value processing step of correspondingly storing; And when the stored front and rear stress difference value reaches a preset number of times, the pre-stored front and rear stress difference value is searched to extract a plurality of healing contents corresponding to the upper front and rear stress difference value, and derived by considering the number of executions of the healing content. And generating a recommendation logic for recommending optimal healing content to the user.

In addition, the present invention provides a computer-readable recording medium containing any one of the above-described mobile-based mental health management methods.

According to the present invention described above, since a psychological test through a questionnaire and a physiological signal measurement test result through a sensor are summed to analyze the user's current stress level, the user's stress level can be relatively accurately measured.

In addition, according to the present invention, since the current stress level of the user is accurately measured, healing content suitable for the measured stress level can be provided, and even when the user executes the provided healing content, a physiological signal is measured in real time and based on the measured physiological signal. As a result, by measuring the stress level immediately after completion of the healing content execution, it is possible to accurately analyze the stress relief effect of the execution of the healing content.

In addition, according to the present invention, the stress reduction effect data according to the executed healing content is accumulated and stored corresponding to the healing content, and the accumulated data is analyzed when a predetermined condition is met, and the healing content optimized for the mental health state of the user. You can create a healing content recommendation logic that can automatically recommend.

In addition, according to the present invention, by providing the optimal healing content to relieve the user's stress through the healing content recommendation logic, the stress level can be lowered in a way that does not have unwanted side effects and does not risk addiction, thereby improving the mental health of the user. I can.

These technical effects of the present invention are not limited only to the ranges mentioned above, and even if not explicitly mentioned, the effects of the invention that can be recognized by those of ordinary skill in the art from the description of specific details for the implementation of the invention described later are also Of course it is included.

1A and 1B are block diagrams illustrating a mobile-based customized mental health management system according to an embodiment of the present invention.
2A to 5 are each showing a main/sub-app page shown by a plurality of mobile-only programs for implementing the mobile-based customized mental health management method of the present invention shown in FIG. 6 within the system shown in FIG. 1A. It is a drawing.
6 is a flowchart illustrating steps in which a mobile-based customized mental health management method according to another embodiment of the present invention is implemented.

The terms used in the present invention are only used to describe specific embodiments, and are not intended to limit the present invention. Singular expressions include plural expressions unless the context clearly indicates otherwise. In the present application, terms such as "comprise" or "have" are intended to designate the existence of features, numbers, steps, actions, elements, parts, or a combination thereof described in the description of the invention, but one or more other It is to be understood that it does not preclude the presence or addition of features, numbers, steps, actions, components, parts, or combinations thereof.

Terms such as first and second may be used to describe various components, but the components should not be limited by the terms. These terms are only used for the purpose of distinguishing one component from another component. For example, without departing from the scope of the present invention, a first component may be referred to as a second component, and similarly, a second component may be referred to as a first component.

Unless otherwise defined, all terms used herein, including technical or scientific terms, have the same meaning as commonly understood by one of ordinary skill in the art to which the present invention belongs. Terms as defined in a commonly used dictionary should be interpreted as having a meaning consistent with the meaning in the context of the related technology, and should not be interpreted as an ideal or excessively formal meaning unless explicitly defined in the present invention. Does not.

In the case of a description of a temporal relationship, for example,'after','following','after','before', etc. It includes cases that are not continuous unless' is used.

Hereinafter, the technical configuration of the present invention will be described in detail with reference to the accompanying drawings and preferred embodiments.

However, the present invention is not limited to the embodiments described herein and may be embodied in other forms. The same reference numerals used to describe the present invention throughout the specification denote the same elements.

The technical feature of the present invention is that the user's current stress level is accurately measured by summing the results of the psychological test through a questionnaire and the physiological signal measurement test through the sensor, so that healing contents suitable for the measured stress level can be provided, and the healing contents provided by the user Healing optimized for the mental health of users by accurately analyzing the stress relief effect of executing the healing content by measuring the physiological signal in real time even when executing the program and measuring the stress level immediately after completion of the healing content based on the measured physiological signal. It is possible to create a healing content recommendation logic that can automatically recommend content, so it can provide the optimal healing content to relieve the user's stress, so there is no side effect and a mobile-based customized that can lower the stress level in a non-addictive way. Mental health management system and mental health management method using the system.

Therefore, the mobile-based customized mental health management system of the present invention provides mental state questionnaire data for measuring the user's psychological stress level to the user terminal, and analyzes the response to the mental state questionnaire data input from the user terminal. A psychological test module that checks the user's current psychological stress level; A sensor test module for measuring a current physiological stress level of a user based on the bio-signals measured and input by the user terminal; Providing appropriate healing content determined according to the measurement result of the psychological test module and the sensor test module to the user terminal, and the user's biosignal measured by the sensor test module while the healing content selected by the user is being executed. Based on the real-time healing content providing and analysis module that analyzes the user's stress level in real time; And a customized healing content recommendation module that recommends optimal healing content to the user based on the results of the real-time healing content provision and analysis module.

In addition, in the mobile-based customized mental health management method of the present invention, the psychological state questionnaire data for measuring the user's psychological stress level is provided to the user terminal by the psychological test module, and the psychological state questionnaire data input from the user terminal Analyzing the response and examining the user's current psychological stress level; Measuring a current physiological stress level of the user based on the bio-signal measured and input from the user terminal by a sensor test module; At least one suitable healing content determined according to the measurement result of the psychological test module and the sensor test module is provided to the user terminal by the real-time healing content provision and analysis module, and the healing content selected by the signal input from the user terminal Analyzing a user's stress level in real time based on the user's bio-signals measured by the sensor test module while is being executed; And a step of recommending optimal healing content to the user based on a result of the real-time healing content provision and analysis module by a customized healing content recommendation module.

1A and 1B are block diagrams illustrating a mobile-based customized mental health management system according to an embodiment of the present invention, and FIGS. 2A to 5 are each of the present invention shown in FIG. 6 within the system shown in FIG. 1A. These are diagrams showing main/sub-app pages displayed by a number of mobile-only programs for implementing a mobile-based customized mental health management method.

Referring to Figure 1a, the mobile-based customized mental health management system 100 provides the psychological state questionnaire data to a user accessed through an app access such as log-in, and provides the current user's psychological stress level and the user's bio-signals obtained by inspection. By summing up the current user's physiological stress level measured based on the basis, it provides healing contents suitable for the identified user's stress level, and can recommend the optimal healing content by accumulating the stress relief effect by the healing content execution As a system that constantly suggests a customized app portal support service that can provide the most suitable healing content for relieving the user's stress by creating a recommended logic, the psychological test module 110, the sensor test module 120, It includes a real-time healing content providing and analysis module 130 and a customized healing content recommendation module 140.

First, the psychological test module 110 provides psychological state interview data for measuring the user's psychological stress level to the user terminal 200, and analyzes the response to the psychological state interview data input from the user terminal 200. Runs a diagnostic program that checks the user's current psychological stress level. Here, the measurement field of the psychological state interview data may be at least one of stress, effort compensation balance, depression, anxiety, emotional labor, and well-being.

The psychological test module 110 is a component that measures the current psychological stress level of the user using the psychological state questionnaire data. As shown in Fig. 3A, the log in among the login or member registration selection buttons opened on the main app page When the selection button is clicked, the first app page is opened and a menu containing the psychological test item button is provided, and when the psychological test item button is selected, the second app page opens, and the stress test, effort compensation balance test, depression test, anxiety An icon for each detailed item is provided so that one or more of the test, emotional labor test, and well-being test can be diagnosed.

The psychological test module 110 is changed from an inactive mode to an active mode by selecting an icon for any of the detailed items, and performs at least one of a stress test, effort compensation balance test, depression test, anxiety test, emotional labor test, and well-being test. It drives the diagnostic program for the included psychological stress level.

Item Not at all
no Rarely Sometimes Quite often So
often 0 One 2 3 4 1. In the past month, how many times have you felt bad about something unexpected? 2. In the last month, how many times have you felt out of control over important things? 3. In the past month, how many times have you felt nervous or stressful? 4. In the last month, how many times have you been successful in dealing with annoying and annoying things? 4 3 2 One 0 5. In the last month, how many times have you effectively dealt with important changes in your life? 4 3 2 One 0 6. In the past month, how many times have you felt confident in your ability to handle personal problems? 7. In the past month, how many times have you felt that things are going according to your wishes? 4 3 2 One 0 8. In the past month, how many times have you felt in control of everything? 4 3 2 One 0 9. In the past month, how many times have you been upset by something that has happened beyond your control? 10. In the past month, how many times have you felt that you couldn't overcome because there were too many difficult tasks piled up? PSS-10 scores are obtained by reversing the scores on the four positive items, eg, 0=4, 1=3, 2=2, etc. and then summing across all 10 items. Items 4,5, 7, and 8 are the positively stated items .
http://health.cdc.go.kr/health/HealthInfoArea/HealthInfo/View.do?idx=3540 / Refer to the National Health Information Portal of the Korea Centers for Disease Control and Prevention
13 points or less (This is a case in which the stress factor itself is not serious as a normal stress condition or is considered good stress. Please live with interest in your physical and mental health as you do now.)
14 to 16 points (You have already begun to be affected by stress. If this condition persists, it may result in bad stress. How about finding your own way to relieve stress?)
17~18 points ( It is a state with a high possibility of developing a mental illness. Since constant stress can lead to psychiatric difficulties, please do various tests for depression or anxiety disorder.)
19 or higher Severe ( You need professional help. Don't hesitate to ask for help.
wish.)

With the driving of the diagnostic program on the psychological stress level, a number of different questions about the measurement field selected by the user among the stress test, effort compensation balance test, depression test, anxiety test, emotional labor test, and well-being test are the third app. It may be provided in a multiple-choice form through a page. For example, in the case of a stress test, a query statement as shown in Table 1 may be sequentially provided as shown in (d) of FIG. 3A.

Table 1 above is an example of a questionnaire that is provided when the measurement field is stress, and a number of questions can be provided for mental state measurement for other measurement fields. Although not specifically presented, the questionnaire is a known questionnaire. Among the used questionnaire, it is possible to select and provide within 30 questions known to be particularly useful in the measurement field.

When a plurality of answers matching 1:1 with a plurality of questions presented in sequence are completed, a guide comment and a diagnosis result comment according to the completion of diagnosis of each detailed item displayed as a result shown in FIG. It can be displayed on the app page.

On the other hand, as an embodiment, among the measurement results of the psychological test module, the stress test, depression test, and anxiety test are summed and graded in the same manner as in Tables 2 to 4 and transmitted to the real-time healing content provision and analysis module 130. Can be saved.

Psychological test module measurement result (stress) Translate ranking 13 points or less good One 14~16 usually 2 17-18 Bad 3 19 points or more serious 4

Psychological test module measurement result (depressed) Translate ranking 0-4 good One 5-9 Somewhat good 2 10-14 usually 3 15-19 Somewhat serious 4 20~27 serious 5

Psychological test module measurement result (anxiety) Translate ranking 5~9 good One 10-14 usually 2 15 or more serious 3

The sensor test module 120 is a component that measures a user's current physiological stress level based on a bio-signal, and as shown in FIG. 4, a login selection button among login or member registration selection buttons opened on the main app page. When clicked, a menu including a sensor test item button is provided on the opened first app page, and when the sensor test item button is selected, the second app page opens and selects a sensor for measuring biometric signals embedded in the user's terminal. Provides icons for sensor selection items that can be selected.

The sensor test module 120 changes from an inactive mode to an active mode by selecting an icon for any one of the sensor selection items so that the user terminal 200 measures a bio-signal and receives the measured bio-signal to determine the physiological stress level. Run the diagnostic program to measure. Here, the biosignal input to the sensor test module 120 may be a signal measured from at least one of a heart rate sensor and a camera built in the user terminal 200. As an embodiment, in the case of measuring a biosignal using a heart rate sensor built in the user terminal 200, the transmittance of light according to the blood flow of the artery is specified through the PPG signal, and the heart In the case of measuring the heartbeat and measuring the biosignal using a camera, the light transmittance of the arterial blood vessel is determined as an image using a camera and a flash light, and the heartbeat can be measured at time intervals at which peak values of the measured blood flow appear.

After that, the sensor test module 120 receives a heart rate signal measured by a heart rate sensor or a camera built into the user terminal 200 and calculates a stress factor in consideration of HRV (Heart Rate Variability). By driving the diagnostic program related to the physiological stress level, a screen for measuring a biological signal may be provided through the third app page.

When the bio-signal measurement is completed in this way, based on the measured bio-signal, the results of detailed measurement items for stress factors including stress index, average heart rate, sympathetic nerve, parasympathetic nerve, balance, and autonomic nerve balance are derived and measured. The diagnosis result for the determined physiological stress level may be displayed on the fourth app page.

Sensor inspection module measurement result Translate ranking Over 90 to 100 Very good One Over 80 ~ 90 good 2 Over 70 ~ 80 usually 3 Over 60 ~ 70 Somewhat bad 4 0 to 60 Bad 5

As an embodiment, a result value of sensor measurement may be graded and displayed in five stages as shown in Table 2 above, and may be transmitted to and stored in real-time healing content provision and analysis module 130.

The real-time healing content provision and analysis module 130 provides the user terminal 200 with appropriate healing content determined according to the measurement results of the psychological test module 110 and the sensor test module 120, and the healing content selected by the user is As a component that analyzes the user's stress level in real time based on the user's biosignal measured by the sensor inspection module 120 during execution, as shown in FIG. 1B, the healing content storage unit 131, before execution A stress analysis unit 132, a healing content providing unit 133, and a post-execution stress analysis unit 134 may be included.

The healing content storage unit 131 stores healing content provided to the user terminal 200, and if necessary, provides real-time healing content and various programs necessary for the operation of the analysis module 130 and other modules included in the system of the present invention. Of course, as a component in which transmitted data is stored, in particular, the healing content is classified and stored to include at least one of a breathing training program, a music program, and a meditation program. Each field includes one or more healing contents. Here, at least one healing content included in each field is stored in correspondence to belong to a plurality of groups divided into a predetermined range, respectively, between an upper limit and a lower limit of a preset pre-execution stress value. As an example, the lower the pre-execution stress value is, the lower the stress level is, so there is almost no stress, and the higher the value, the higher the stress level is, so presuming a state of high stress, the upper limit of the pre-execution stress value is 100 points and the lower limit. If is set to 0, it is divided into 5 sections, 0~20, 21~40, 41~60, 61~80, 81~100, and divided into 5 groups, and then the healing content is stored in consideration of the degree of stress relief. I can make it. In other words, in the case of the same healing content, the stress is high in the 81~100 section, so if a 5 minute long healing content is stored, the 0~20 section has a low stress, so the stress is relieved by storing the healing content less than 1 minute long. This is because it can be stored for each section in consideration of.

The pre-execution stress analysis unit 132 is a component that determines the stress level of a user who has accessed through an app access such as login to the mobile-based customized mental health management system 100 of the present invention, and includes a psychological test module 110 and a sensor. The pre-execution stress value, which is the stress level of the user obtained before executing the healing content, is determined by summing the measurement result value of the psychological test module transmitted from the test module 120 and the measurement result value of the sensor test module. As an embodiment, the pre-execution stress value may be determined in the same manner as in Equation 1 below by summing the measurement result values of the psychological test module in the manner shown in Table 6 below.

Psychological test module measurement result
Sum of grades (stress + depression + anxiety) Translate ranking 3 to 4 Very good One 5 to 6 good 2 7 to 8 usually 3 9-10 Somewhat bad 4 11 to 12 Bad 5

[Equation 1]

Pre-execution stress value (C1) = (A1×1.2 + B×0.8)×10

Here, A1 is the measured value grade of the sensor test module, and B is the measured value grade of the psychological test module.

Therefore, if the measured value of the sensor test module is 78 and the sum of the psychological test module measurement result grades (stress + depression + anxiety) is 3, then A1 is 3 and B is 1, so the pre-execution stress value can be determined as 44.

The healing content providing unit 133 is a component that searches the healing content storage unit 131 based on a pre-execution stress value, selects one or more healing content, and provides it to the user terminal 200. As described above, when the pre-execution stress value is determined to be 44 by the pre-execution stress analysis unit 132, the healing content storage unit 131 is searched and the healing content stored in the 41 to 60 groups, which is the section to which the value 44 belongs, is classified by field. That is, each user terminal 200 may be provided with a breathing training program, a music program, and a meditation program, and displayed as shown in FIG. 6. Meanwhile, although the same icon is displayed on the app page, the healing content that is actually executed by the user's selection is determined and provided by the healing content provider 133 based on the pre-execution stress value.

After execution, the stress analysis unit 134 has a certain degree of stress relief effect by executing the healing content suitable for the current stress level by a user who accessed through an app access such as login to the mobile-based customized mental health management system 100 of the present invention. As a component for measuring whether or not, while the healing content selected by the user among one or more healing contents is being executed, the user's biosignal measured by the sensor inspection module 120 is received and analyzed in real time, so that the execution of the healing content is performed. Immediately after completion, a post-execution stress value, which is the user's stress level, can be determined. As an embodiment, the stress value after execution may be determined in the same manner as in Equation 2 below.

[Equation 2]

Stress value after execution (C2) = A2×1.2×10

Here, A2 has a better value among the best grades of a plurality of real-time measurement value grades and a result value grade obtained immediately before the end of the healing content execution among real-time measurement value grades of the sensor inspection module.

The customized healing content recommendation module 140 is a component that recommends optimal healing content to a user based on the results of the real-time healing content provision and analysis module 130, and as shown in FIG. 1B, the front and rear stress difference value processing unit ( 141) and a healing content recommendation unit 142 may be included.

The before and after stress difference value processing unit 141 receives the pre-execution stress value and post-execution stress value obtained from the real-time healing content provision and analysis module 130, determines the post-war stress difference value in the same manner as in Equation 3 below, and is executed. It is stored in correspondence with each healing content.

[Equation 3]

Front and rear stress difference (C) = C1-C2

The healing content recommendation unit 142 searches for the stored front and rear stress difference values when the number of times the front and rear stress difference values determined by the front and rear stress difference value processing unit 141 is stored reaches a preset number and corresponds to the upper front and rear stress difference values. A plurality of healing contents are extracted, and a recommendation logic that recommends optimal healing contents to the derived user is generated by considering the number of executions for each extracted healing content. Here, the recommendation logic is to determine that the healing content having the largest value among the recommended logic values determined by the following equation (4) is optimal for relieving the user's stress at a certain point in time.

[Equation 4]

Recommended logic value (D) = C × Healing content execution count

As an embodiment, the healing content corresponding to the top 1 to 5 in the front and rear stress difference value is extracted, and the execution frequency and recommended logic value of the healing content corresponding to the front and rear stress difference value (C) corresponding to each ranking are shown in Table 7. Indicated.

Healing Contents Top Ranking C Number of executions Recommended logic value (D) One 30 7 210 2 27 15 405 3 25 5 125 4 23 8 184 5 20 11 220

As shown in Table 7, the healing content recommendation unit 142 derives healing content corresponding to the highest ranking of healing content 2 by the recommendation logic, creates and stores a recommendation list, and then stores the healing content in the recommendation list for a certain period of time. Contents can be automatically provided in the user terminal whenever the user selects a healing program.

Next, a mobile-based customized mental health management method of the present invention implemented in the above-described mobile-based customized mental health management system will be described with reference to FIG. 6.

The mobile-based customized mental health management method of the present invention includes the steps of examining the current psychological stress level of the user; Measuring a current physiological stress level of the user; Analyzing the stress level of the user in real time by a real-time healing content provision and analysis module; And the step of recommending optimal healing content to the user by a customized healing content recommendation module.

Looking more specifically with reference to FIG. 6, in the step (S1) of checking the current psychological stress level of the user, psychological state interview data for measuring the psychological stress level of the user is provided to the user terminal by a psychological test module, The response to the mental state questionnaire data input from the user terminal is analyzed and the test is performed. At this time, the result value for the psychological stress level checked by the psychological test module can be transformed into a form that is easy for processing in the analysis module and providing real-time healing content afterwards, and transmitted and/or stored. It can be simplified and expressed.

In the step (S2) of measuring the current physiological stress level of the user, the test is performed by the sensor test module based on the biosignal measured and input from the user terminal. At this time, the result value for the physiological stress level checked by the sensor test module can be transformed into a form that is easy to process in the analysis module and provides real-time healing contents afterwards, and can be transmitted and/or stored. It can be simplified and expressed.

In this way, the result of the user's current psychological stress level and the user's current physiological stress level obtained by the psychological test module 110 and the sensor test module 120, that is, the measurement result value of the psychological test module and the measurement of the sensor test module When the result value is transmitted, the real-time healing content providing and analysis module can process the result values of both of them under a certain condition to obtain a pre-execution stress value. As an embodiment, the pre-execution stress value is summed in the same manner as described above. The step (S3) of determining may be performed.

When the pre-execution stress value is determined, the real-time healing content provision and analysis module searches the healing content storage unit and provides one or more healing contents stored in the group of the section corresponding to the pre-execution stress value to the user terminal (S4). You can do it.

Thereafter, when a selection signal for any one of the healing contents provided by the user is input from the user terminal, the real-time healing contents providing and analysis module executes the healing contents corresponding to the input selection signal (S5). In this case, the real-time healing content provision and analysis module can display a caution message on the user terminal to maintain the posture so that the user's bio-signals can be measured by the detection sensor built into the user terminal while the healing content is being executed on the user terminal. have.

While the healing content is being executed, the result value of the user's bio-signal obtained by the sensor detection module is transmitted to the providing and analysis module in real time. The step of determining the stress value after execution is performed by the analysis module (S6)

In this way, when the post-execution stress value is obtained, the post-execution stress value minus the pre-execution stress value is measured and stored by the customized healing content recommendation module (S7).

It is determined whether the storage frequency of the post-war stress difference value has exceeded a preset number of times that is suitable for specifying customized healing content (S8), and until it exceeds the preset number, it is terminated at S8, and each time the user accesses the app Steps S1 to S8 are repeatedly performed. In this case, it goes without saying that the user's stress relief effect is of course because the healing content suitable for the stress level at the time the user accesses is executed according to the user's selection.

When the number of storage of the post-war stress difference value after being used for a certain period exceeds a preset number of times that is suitable for specifying customized healing content, the optimal healing content is derived by the customized healing content recommendation module to create a recommendation list and derived The step of storing the content is performed (S9).

When the recommendation list is created and terminated in this way, the optimal healing content stored in the recommendation list is immediately delivered to the user whenever the user accesses through the app access such as logging in to the mobile-based customized mental health management system 100 from the next start. It is provided automatically so that step S6 can be performed. However, in step S7, the pre-execution stress value is measured by using the previously measured value for the optimal healing content stored in the recommendation list as it is.

Optimal healing content that is automatically provided by being saved in the recommendation list when the trend of the post-war stress difference values stored after that reaches a preset condition (for example, when the post-war stress difference value is reduced by 20% when stored in the recommendation list) It is determined that the stress relief effect is inferior because the user is accustomed to, and the step of deriving the optimal healing content may be performed again by performing the step from S1 again.

Components or "~ units" or units or modules used in the present embodiment are software such as tasks, classes, subroutines, processes, objects, execution threads, programs, or FPGAs ( It may be implemented with hardware such as a fieldprogrammable gate array) or an application-specific integrated circuit (ASIC), and may also be made of a combination of the software and hardware. The component or'~ unit' may be included in a computer-readable storage medium, or some of the components may be distributed and distributed in a plurality of computers.

Although the present invention has been illustrated and described with a preferred embodiment as described above, it is not limited to the above-described embodiment, and within the scope of the spirit of the present invention, those of ordinary skill in the art Various changes and modifications will be possible.

100: Mobile-based customized mental health management system
110: psychological test module 120: sensor test module
130: Real-time healing content provision and analysis module
131: healing contents storage unit 132: pre-execution stress analysis unit
133: Healing content provision unit 134: Post-execution stress analysis unit
140: customized healing content recommendation module 141: front and rear stress difference processing unit
142: Healing Contents Recommendation Department
200: user terminal

Claims (12)

Psychology that provides psychological state questionnaire data for measuring the user's psychological stress level and mental health to the user terminal, and analyzes the response to the psychological state questionnaire data input from the user terminal to test the user's current psychological stress level Inspection module; A sensor test module for measuring a current physiological stress level of a user based on the bio-signals measured and input by the user terminal; Providing appropriate healing content determined according to the measurement result of the psychological test module and the sensor test module to the user terminal, and the user's biosignal measured by the sensor test module while the healing content selected by the user is being executed. Based on the real-time healing content providing and analysis module that analyzes the user's stress level in real time; And a customized healing content recommendation module that recommends optimal healing content to the user based on the results of the real-time healing content provision and analysis module,
The real-time healing content providing and analysis module includes: a healing content storage unit for storing healing content provided to the user terminal; A pre-execution stress analysis unit configured to determine a pre-execution stress value, which is a user's stress level obtained before executing healing contents, by summing the measurement result of the psychological test module and the measurement result value of the sensor test module; A healing content providing unit for searching the healing content storage unit based on the pre-execution stress value, selecting at least one healing content, and providing it to the user terminal; While the healing content selected by the user among the one or more healing contents is being executed, the user's bio-signal measured by the sensor test module is received and analyzed in real time, and the stress level of the user immediately after execution of the healing content is finished. Including; post-execution stress analysis unit for determining the post-execution stress value,
The customized healing content recommendation module receives the pre-execution stress value and post-execution stress value obtained from the real-time healing content provision and analysis module, determines the pre- and post-execution stress difference value, and stores it in correspondence for each executed healing content. ; And when the stored front and rear stress difference value reaches a preset number of times, the pre-stored front and rear stress difference value is searched to extract a plurality of healing contents corresponding to the upper front and rear stress difference value, and derived by considering the number of executions of the healing content. Including; a healing content recommendation unit for generating a recommendation logic that recommends the optimal healing content to the user.
When a recommendation list is generated through a recommendation logic that recommends the optimal healing content generated by the customized healing content recommendation module, from the next start, the current psychological stress level is checked and the current physiological stress level is not measured. The optimal healing content stored in the recommendation list is immediately provided to the user's terminal until the transition of the post-war stress value reaches a preset condition that determines that the stress relief effect is inferior, and while the optimal healing content is being executed, the user's Based on the post-execution stress value determined by analyzing the stress level in real time by the real-time healing content provision and analysis module, the customized healing content recommendation module determines and stores the post-war stress difference value,
Mobile, characterized in that, when the trend of the stored before and after stress values reaches the preset condition, appropriate healing content determined according to the measurement results of the psychological test module and the sensor test module is provided to the user's terminal again from the next start. Based customized mental health management system.
The method of claim 1,
A mobile-based customized mental health management system, characterized in that the measurement field of the psychological state interview data provided by the psychological test module is at least one of stress, effort compensation balance, depression, anxiety, emotional labor, and well-being.
The method of claim 1,
The bio-signal input to the sensor test module is a signal measured from at least one of a heart rate sensor and a camera built into the user terminal.
delete The method of claim 1,
The healing content storage unit categorizes and stores the healing content to include one or more of a breathing training program, a music program, and a meditation program, and each field includes one or more healing contents. system.
The method of claim 5,
At least one healing content included in each field is stored in correspondence to belong to a plurality of groups divided into a predetermined range, respectively, between an upper limit and a lower limit of a preset pre-execution stress value.
delete Psychological state questionnaire data for measuring the user's psychological stress level is provided to the user terminal by the psychological test module, and the response to the psychological state questionnaire data input from the user terminal is analyzed to check the user's current psychological stress level. Step of becoming; Measuring the current physiological stress level of the user based on the bio-signals measured and input from the user terminal by the sensor test module; Measurement results of the psychological test module and the sensor test module by the real-time healing content provision and analysis module At least one suitable healing content determined according to is provided to the user terminal, and the user's biometric signal measured by the sensor test module is performed while the healing content selected by the signal input from the user terminal is being executed. Analyzing the stress level in real time; Recommending optimal healing content to the user based on a result of the real-time healing content provision and analysis module by a customized healing content recommendation module, comprising:
The step of analyzing the stress level of the user in real time is by summing the measurement result of the psychological test module, which is the current psychological stress level of the examined user, and the measurement result of the sensor test module, which is the current physiological stress level of the tested user. Determining a pre-execution stress value, which is a user's stress level obtained before executing the healing content; Selecting one or more healing contents based on the pre-execution stress value and providing them to the user terminal; Executing the healing content selected by a signal input from the user terminal among the one or more healing content; And determining a post-execution stress value, which is a user's stress level immediately after execution of the healing content, by receiving the user's biosignal measured by the sensor inspection module while the healing content is being executed and analyzing it in real time. Including,
In the step of recommending the optimal healing content, the pre-execution stress value and post-execution stress value obtained from the real-time healing content provision and analysis module are received, the post-execution stress difference value is determined, and the corresponding and stored healing content is stored. Value processing step; And when the stored front and rear stress difference value reaches a preset number of times, the pre-stored front and rear stress difference value is searched to extract a plurality of healing contents corresponding to the upper front and rear stress difference value, and derived by considering the number of executions of the healing content. Generating a recommendation logic for recommending the optimal healing content to the user,
When a recommendation list is generated through the recommendation logic generated in the step of recommending the optimal healing content, from the next start, the current psychological stress level is checked and the current physiological stress level is measured. The optimal healing content stored in the recommendation list is immediately provided to the user's terminal until the trend of the stored front and rear stress values reaches a preset condition that determines that the stress relief effect is inferior, while the optimal healing content is being executed. The step of analyzing the stress level of the user in real time by the real-time healing content provision and analysis module is performed, and the customized healing content recommendation module is based on the post-execution stress value determined by the real-time healing content provision and analysis module. The step of recommending optimal healing content for determining and storing the post-war stress difference value is performed,
When the trend of the stored before and after stress values reaches the preset condition, it is performed again from the previous step from the next start, and appropriate healing content determined according to the measurement result of the psychological test module and the sensor test module is provided to the user's terminal. Mobile-based personalized mental health management method, characterized in that the step of analyzing the user's stress level in real time is performed.
The method of claim 8,
The measurement field of the psychological state questionnaire data provided by the psychological test module is one or more of stress, effort compensation balance, depression, anxiety, emotional labor, and well-being.
delete delete A computer-readable recording medium containing a program for executing the mobile-based mental health management method of claim 8 or 9.

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