KR102030884B1 - Obesity management system based on networks - Google Patents

Abstract

The present invention relates to a network-based obesity management system, the exercise device 100 including a sensor 110 for measuring the physical activity related information of the user; An information detection module 210 for detecting physical activity related information measured by the sensor, display means 220 for displaying the physical activity related information and service provision information received from a server below and the information detection module in the A terminal 200 including a data transmission / reception module 240 for transmitting physical activity related information to a server below or receiving service provision information from a server below; And a communication module 410 for receiving the physical activity related information transmitted from the data transmission / reception module of the terminal, a data storage unit 420 storing the physical activity related information of the user transferred from the communication module, and the data. And a server 400 including a data analyzer 430 analyzing the data of the storage and a service provider 440 delivered to the user based on the data of the data analyzer.

Description

Obesity management system based on networks

The present invention relates to a network-based obesity management system, and more particularly, to an obesity management system for children and adolescents.

Among the causes of the development of obesity in children and adolescents, lifestyle problems are serious. Obese children have a lot of time to sit down without physical activity as a major cause of lack of physical activity and nutrition problems, and often eat a large amount of food at the time of eating or eating a large amount of food at the same time. As such, in Korea, the importance of obesity in children and adolescents is recognized, and national plans for the prevention and management of obesity are being developed and corresponding projects are being developed. As a limit point, it is expected to reduce the obesity rate, which is the ultimate goal of the project and the management goal. In order to improve these problems, we will invent the obesity management system based on the clinical process with reference to domestic and foreign guidelines to effectively and efficiently manage obesity patients' lifestyles to health management. In the present invention, it is determined that the user directly enters the data, and the invention has been invented through research to provide feedback through correct analysis by collecting various and accurate data by linking the health tracker device to the mobile application. .

1. Korea Registered Patent No. 0510282

An object of the present invention is an exercise device 100 including a sensor 110 for measuring the physical activity related information of the user; An information detection module 210 for detecting physical activity related information measured by the sensor, display means 220 for displaying the physical activity related information and service provision information received from a server below and the information detection module in the A terminal 200 including a data transmission / reception module 240 for transmitting physical activity related information to a server below or receiving service provision information from a server below; And a communication module 410 for receiving the physical activity related information transmitted from the data transmission / reception module of the terminal, a data storage unit 420 storing the physical activity related information of the user transferred from the communication module, and the data. Providing a network-based obesity management system comprising a; server 400 including a data analysis unit 430 for analyzing the data of the storage unit and a service provider 440 delivered to the user based on the data of the data analysis unit will be.

In order to achieve the above object, the present invention includes an exercise device 100 including a sensor 110 for measuring the physical activity related information of the user; An information detection module 210 for detecting physical activity related information measured by the sensor, display means 220 for displaying the physical activity related information and service provision information received from a server below and the information detection module in the A terminal 200 including a data transmission / reception module 240 for transmitting physical activity related information to a server below or receiving service provision information from a server below; And
A communication module 410 for receiving the physical activity related information transmitted from the data transmission / reception module of the terminal, a data storage unit 420 storing the physical activity related information of the user transferred from the communication module, and storing the data And a server 400 including a data analyzer 430 analyzing the negative data and a service provider 440 delivered to the user based on the data of the data analyzer. The data analyzer 430 may include nutrition. Characterized in that the analysis of the intake state, the nutritional intake state is characterized in that the evaluation of the calorie intake of the nutritional information stored in the data storage unit 420, compared with the recommended calories, necessary for calculating the recommended calories The information is calculated from the energy requirements (Estimat) calculated by measuring total energy consumption for 24 hours such as gender, age, height (m), weight (W, weight (kg)) and physical activity. ed Energy Requirements (EER) formula, characterized in that the bad lifestyle is determined using a separately stored questionnaire is a bad lifestyle that needs improvement according to the set criteria, the service provider 440 the food craving Characterized in that it is analyzed to provide the suppressed content to the user, the food craving suppression content is a phrase for suppressing the video, photos, food cravings for suppressing food cravings received from the service provider of the server to the user terminal And a game provided to the display means to induce the user to suppress food craving using a terminal instead of ingesting food, and the group education is provided so that education on obesity management with other users is provided. It is characterized in that the service.

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The obesity management system according to the present invention is an obesity management system for children and adolescents, by collecting information related to physical activity of children and adolescents, analyzing the data, and then providing service information to be performed to the users who are children and adolescents in the future. It can be effectively applied to the treatment and management of obesity.

1 shows a schematic diagram of an obesity management system.
2 shows a schematic diagram of the data analyzer 430.
3 shows a schematic diagram of the service provider 440.
4 is a flowchart illustrating an obesity management system.
5 is a flowchart illustrating an analysis of obesity in the data analyzer 430.
6 shows an obesity state according to body information.
Figure 7 shows a flow chart for setting the obesity management target amount according to age and obesity degree.

Hereinafter, the present invention will be described in more detail with reference to Examples. These examples are intended to illustrate the present invention more specifically, but the scope of the present invention is not limited to these examples.

The present invention relates to a network-based obesity management system, the exercise device 100 for measuring the physical activity related information of the user; A terminal 200 capable of detecting physical activity related information measured by the exercise device and transmitting the detected physical activity information to a server, and displaying service provision information from the server; A network 300 connecting the terminal and the server; And a server (400) for storing physical activity related information provided from the terminal and all data acquired off-line and analyzing the data to provide a user with services for obesity management. (FIG. 1).

The exercise device 100 collects the user's physical activity related information through the sensor 110 and transmits the information to the information detection module 210 of the terminal 200 through the data transmission module 120.

The terminal 200 may process the physical activity related information received from the exercise apparatus 100 in the information detection module 210, and may check the information through the display means 220, and transmit / receive data. It may be transmitted to the server 400 via the module 240. In addition, a service provided by the service provider 440 of the server 400 may be received through the data transmission / reception module 24 of the terminal 200, and displayed on the display unit 220 of the terminal 300. Can be.

The network 300 corresponds to a means for connecting the user's terminal 200 and the server 400.

The server 400 has a data storage unit 420 that stores the physical activity-related information of the user received from the terminal 200 and data such as physical information, questionnaire information, nutrition information, and sleep information stored offline. There is a data analysis unit 430 for analyzing the data stored in the data storage unit, the data analysis unit consists of a service providing unit 440 to provide a variety of services to each user by processing the data.

The data analysis unit 430 may analyze the obesity degree, physical fitness state, nutrition intake state, active state, bad lifestyle, craving state and sleep time (FIG. 2).

The term "obesity", as used herein, is evaluated by the body mass index (BMI), divided by the square of height in weight (Equation 1), and the unit may be described in kg / m ² . BMI below 18.5 is underweight, 18.5-25 kg / m ² is normal weight, 25-30 kg / m ² is overweight, and 30 kg / m ² can be assessed as obesity.

[Equation 1]

BMI = weight (kg) / height (m) ²

Since the present invention is aimed at children and adolescents, BMI Z score (In case of Equation 2, BMI was calculated using a standardized formula of age and gender (FIG. 5).

[Formula 2]

In Equation 2, x = BMI; L = L score of the corresponding gender and age; M = M score of the corresponding gender and age; And S = S score of the corresponding gender and age. The L, M, and S scores refer to the figures provided by the Centers for Disease Control and Prevention. 6 and FIG. 7).

As used herein, the term "physical state" is an important indicator for predicting a state of health as a physical ability upon which human beings live and work. Health-related fitness factors consist of cardiopulmonary endurance, muscle strength, muscle endurance, flexibility, and body composition. For elementary, middle, and high school students, Level 1 (very high fitness level) according to the Student Health Fitness Evaluation Criteria of the Korean Ministry of Education. Levels 5 through 5 (very low level of fitness) are classified (Ministry of Education, 2009).

The term "nutrition intake" of the present invention is to determine the nutritional intake level of children and adolescents compared to the recommended nutritional intake in the present invention, in the nutritional information stored in the data storage, the recommended calorie (kcal) calories (kcal) Means evaluation in comparison with). The necessary information for calculating the recommended calories is energy, calculated from 24 hours total energy consumption measurement by gender, age, height (m), weight (W, weight (kg)) and physical activity. (Estimated Energy Requirements, EER) using the formula (Table 1). The physical activity coefficient (PA) of a formula is divided into four categories: almost sedentary, low activity, active, and very active. The PA index is 1, 1.13, 1.26, 1.42 for males and 1, 1.16, 1.31, 1.56 for females (Child and Child Obesity, Korean Society of Obesity and Childhood Obesity Committee, 2012).

Male 3-8 years old EER = 88.5- (61.9 x age) + PA x (26.7 x W + 903xH) + 20 Male 9-18 years old EER = 88.5- (61.9 x age) + PA x (26.7 x W + 903xH) + 25 3-8 years old EER = 135.3- (30.8 x age) + PA x (10 x W + 934 x H) + 20 Women 9-18 years old EER = 135.3- (30.8 x age) + PA x (10 x W + 934 x H) + 25

As used herein, the term "active state" means whether physical activity of medium to high intensity is performed for 60 minutes or more per day. Children and adolescents are encouraged to participate in moderate to high intensity physical activity on a regular basis for at least 60 minutes per day in order to gain the health and fitness benefits associated with physical activity (American College of Sports Medicine, 2014).

The term " bad lifestyle " of the present invention is to evaluate lifestyles related to the induction of obesity, and to evaluate the lifestyles of bad lifestyle and bad exercise habits affecting the occurrence of obesity. Bad eating habits are evaluated with a total of 17 questions, and if each item scores 0 or 1, it is defined as bad eating habits that need improvement (Table 2).

Not at all Not like that Yes it really is One. Number of Breakfasts Per Week □ ① 0 times 0 □ ② Once 0 □ 3 times 1 □ ④ 3 times 1 2. Eat three meals a day regularly. □ ① 0 □ ② 1 □ ③ 2 □ ③ 3 3. Eat slowly at the speed of people around you. □ ① 0 □ ② 1 □ ③ 2 □ ④ 3 4. Eat as much as you normally eat. □ ① 0 □ ② 1 □ ③ 2 □ ④ 3 5. Try to eat sour. □ ① 0 □ ② 1 □ ③ 2 □ ④ 3 6. Eat food (feed). □ ① 3 □ ② 2 □ ③ 1 □ ④ 0 7. Eat often before bedtime. □ ① 3 □ ② 2 □ ③ 1 □ ④ 0 8. Eat a lot of snacks. □ ① 3 □ ② 2 □ ③ 1 □ ④ 0 9. Eat out often. □ ① 3 □ ② 2 □ ③ 1 □ ④ 0 10. Don't eat and drive a lot at a time. □ ① 3 □ ② 2 □ ③ 1 □ ④ 0 11. Eat habitually without being hungry. □ ① 3 □ ② 2 □ ③ 1 □ ④ 0 12. If you get hungry after a meal, eat something else. □ ① 3 □ ② 2 □ ③ 1 □ ④ 0 13. When you feel bad, feel free to eat. □ ① 3 □ ② 2 □ ③ 1 □ ④ 0 14. I always buy a lot of food by my side. □ ① 3 □ ② 2 □ ③ 1 □ ④ 0 15. Eat while watching television or books □ ① 3 □ ② 2 □ ③ 1 □ ④ 0 16. Swallow the food without chewing for a long time. □ ① 3 □ ② 2 □ ③ 1 □ ④ 0 17. Can't stand the urge to eat. □ ① 3 □ ② 2 □ ③ 1 □ ④ 0

The term "food craving" of the present invention describes the mechanism of eating behavior that is difficult to control due to the strong desire to eat food (Weingartten, H. P & Elston, D. Phenomenology of Food Cravings, Appetite, 1990; 15; 3), 231-246.). In the present invention, when the user feels a food craving, it means that there is a craving.

As used herein, the term "sleep time" refers to a time calculated at bedtime and wake-up time input. When evaluating sleep time, if the calculated sleep time is less than 8 hours, it is evaluated as appropriate if it is more than 8 hours due to lack of sleep.

The service providing unit 440 provides a service applicable to the user based on the user's data, the exercise type presentation, exercise time presentation, food craving suppression content providing, group training schedule provision, weight loss target information provision, lifestyle It may be to provide mediation, health note input / fee back, and customized content / program information (FIG. 3).

As used herein, the term "type of exercise" refers to an exercise such as soccer, basketball, floorball, dodgeball, walking, jumping rope, bicycle, climbing up and down stairs, but is not limited thereto. "Exercise time" means the time to perform the exercise type, it can be said to include all the time to be active.

As used herein, the term "food craving suppression content" is a service provided to a user to solve food cravings, and when a user has food cravings, a video for suppressing food cravings received from a service provider of a server to a user's terminal is provided. , Pictures, phrases and games for suppressing food cravings are provided on the display means, so that the service is used to induce a user to suppress food cravings using a terminal instead of ingesting food.

As used herein, the term "group education" refers to a service provided to receive training on obesity management together with other users when it is difficult to suppress food craving by providing a schedule of group education for offline obesity management. .

The term “weight loss target amount” of the present invention is a service for setting a target amount of a user after data analysis is performed based on body information, questionnaire information, nutrition information, and sleep information, and in particular, a target amount may be set to BMI. As a long-term goal for one year, a BMI of 99% ile or more can be set as a high obesity group and less than 95% ile. A 95% ile or more 99% ile obesity is an obesity group. Targeted and more than 85% ile, 95% ile obesity is a group of tasks, can be set to maintain less than 85% ile (Table 3). It can also be set as a short-term goal of one or three months, with a BMI of 99% ile or higher as a high obesity group, with 1 to 4 kg as a 1 month goal and no more than 1 kg per week. More than 95% ile 99% ile obesity is a group of obesity, with a 3 month goal of 3 to 12 kg weight loss and no more than 1 kg per week. 95% ile obesity over 85% ile is to maintain current weight as a 3-month target for the group in the task (Table 4). Providing the weight loss target amount information as described above is a service for providing a weight loss target amount.

Obesity Long term goal (1 year) High obesity (BMI≥99% ile) BMI <95% ile Obesity (95≤BMI <99% ile) BMI <85% ile Overweight (85≤BMI <95% ile) BMI <85% ile

Obesity Short term goal (1 month or 3 months) High obesity (BMI≥99% ile) 1-Month Goal: Lose 1 to 4 kg (Maximum of 1 kg per week) Obesity (95≤BMI <99% ile) 3-Month Goal: 3-12 kg (but not more than 1kg per week) Overweight (85≤BMI <95% ile) 3 Month Goal: Stay Current

As used herein, the term "lifestyle intervention" is a service provided to intervene or provided to change a bad lifestyle associated with obesity into a desired lifestyle. Means to provide.

As used herein, the term "health note input / feedback" refers to physical information, meal journal, exercise journal, mind state record, screen time and sleep time input by the user. Feedback is an evaluation statement that is automatically provided by the system based on the entered values.

As used herein, the term " customized content / program " is defined according to the user's obesity, physical fitness, nutritional status, activity status, bad lifestyle, food craving and sleep time status to be provided according to each Means content or program.

Looking at the overall flow chart of the present obesity management system, the physical activity related information is collected through the sensor 110 in the exercise device 100, and transmitted to the terminal 200 through the data transmission module 120, the terminal ( In 200, data is received through the information detection module 210 and data is transmitted to the server 400 through the data transmission / reception module 240, the network 300, and the communication module 410. The server 400 analyzes the data based on the data received from the terminal 200 and the stored data on the offline, and provides different services to the user according to the analyzed data. The user may check the information received from the server 400 by the display means 220 of the terminal 200 (FIG. 4).

The obesity management system of the present invention is aimed at obese patients who are children and adolescents. The information of the data storage unit is measured by measuring height and weight in medical facilities such as hospitals and public health centers where children and adolescent obesity patients are offline. Acquire physical information and obtain medical information through consultation with a doctor. In addition, nutritional information for children and adolescents can be obtained through nutritional consultation with nutritionists. In addition, consultation and education can be performed offline.

100: exercise device
110: sensor
120: data transmission module
200: terminal
210: information detection module
220: display means:
230: control unit
240: data transmission / reception module
300: network
400: server
410: communication module
420: data storage unit
430: data analysis unit
440: service provider
450: control unit

Claims (8)

An exercise device 100 including a sensor 110 for measuring physical activity related information of a user;
An information detection module 210 for detecting physical activity related information measured by the sensor, display means 220 for displaying the physical activity related information and service provision information received from a server below and the information detection module in the A terminal 200 including a data transmission / reception module 240 for transmitting physical activity related information to a server below or receiving service provision information from a server below; And
A communication module 410 for receiving the physical activity related information transmitted from the data transmission / reception module of the terminal, a data storage unit 420 storing the physical activity related information of the user transferred from the communication module, and storing the data And a server 400 including a data analyzer 430 analyzing the negative data and a service provider 440 delivered to the user based on the data of the data analyzer.
The data analysis unit 430 is characterized in that for analyzing the nutritional intake state,
The nutrition intake state is characterized by evaluating the calorie intake of the nutrition information stored in the data storage unit 420 with the recommended calories, the information necessary for calculating the recommended calories is gender, age (age), height (H, height (m)), weight (W, weight (kg)), physical activity, characterized by using the estimated energy requirements (EER) formula calculated by measuring the total energy consumption 24 hours,
Bad lifestyles are determined by using a separately stored questionnaire to determine if they are bad lifestyles that need improvement.
The service provider 440 is characterized in that for analyzing the food craving suppression content to provide the user,
The food craving suppression content is provided with a video, a picture, a phrase for suppressing food cravings and a game for suppressing food cravings received from the service provider of the server to the user's terminal to provide the user with food. Instead of using the terminal is characterized by inducing to suppress food cravings,
Group education is a network-based obesity management system, characterized in that the service provided to receive training on obesity management with other users. The method of claim 1,
The exercise device 100 transmits the physical activity related information of the user to the information detection module 210 of the terminal 200 through the data transmission module 120 in the exercise device. Network-based obesity management system. delete The method of claim 1,
The terminal 200 transmits the information received from the exercise apparatus 100 to the data storage unit 420 of the server 400 via the information detection module 210, the service system of the server 400 In the study (440), characterized in that received by the display means 220, network-based obesity management system. The method of claim 1,
The server 400 receives and stores physical activity related information for each user from the terminal 200, analyzes the physical activity related information, and provides a service to a user through the service provider 440. , Network-based obesity management system. The method of claim 1,
The data storage unit 420 is
Physical activity related information of the user received from the terminal 200;
Body information including the user's gender, age, height and weight;
Paperweight information including user's lifestyle, computer usage time, TV viewing time, and food sorting tool;
Nutrition information including calorie information calculated based on the type and amount of ingested food of the user; And
Sleep information including the sleep time of the user; network-based obesity management system comprising a.


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