KR102297367B1 - Server for providing health care service using biometric information gathering and online checkup - Google Patents

Abstract

A health management care service providing server using biometric information collection and online questionnaire is provided, and it receives questionnaire information including gender, date of birth, height, weight and drinking cycle from the user terminal to provide health checkup result information, and health checkup result information Non-member management department that recommends at least one health supplement product stored in correspondence with at least one keyword included in Management, calorie and nutrition management based on the result of receiving a diet input from the user terminal and comparing it with the stored reference nutritional information to correspond to the pre-stored weight, age, gender, and height, and blood pressure and blood sugar management based on the input biometric information In connection with the member management department and DTC genetic test result data, the description of the nutritional supplement being taken and the product recommended based on the result data are transmitted to the user terminal, and the delivery process is completed when the purchase and payment are completed in the user terminal. Including the shopping mall service department in progress.

Description

A server that provides health care service using biometric information collection and online questionnaire

The present invention relates to a health care service providing server using biometric information collection and online questionnaire, and provides a platform that helps users improve their health habits in daily life using biometric information and questionnaire.

Recently, with the increase in life expectancy worldwide, interest and awareness of individual health and diseases are gradually spreading. The U-Health industry in the self-medication sector, where individuals can actively manage their health anytime, anywhere, as well as the treatment they receive when they go to the hospital is gradually emerging. In general, U-Health care can be classified into biometric information monitoring technology, daily life monitoring technology, and application service technology. Based on the biometric information monitoring technology of A healthcare platform composed of sensors that measure not only heart rate but also various biosignals, embedded systems that store digital data, personal computers, smartphones, and wearable devices are spreading to more diverse fields.

At this time, a method for comprehensively providing health checkup, health supplement product recommendation, and online product purchase was researched and developed. In order to receive various health care-related information from customers, and to provide comprehensive health care services, medical information search, diagnosis, treatment reservation, and various Comparison evaluation information on products, information necessary for the management of specialized medical institutions, a configuration that can support online transactions, basic health checkups through Q&A, and comparative evaluation data for items such as medicines, health food and medical devices By providing, a customer can easily make a purchase decision for a related article, and a configuration is disclosed that a manufacturing company can use as marketing information.

However, even if the above method is used, since the information that can measure health is limited, even if the user directly inputs the information, it is not accurate information unless the test result exists. There is a risk that results and corresponding health product recommendations will follow. Also, since factors affecting health in addition to body information complexly influence each other, it is required to diversify and analyze each factor. lowers Accordingly, there is a need to develop a method for performing an accurate diagnosis by measuring and inputting various complex factors affecting health, and providing an additional service based thereon.

According to an embodiment of the present invention, accurate questionnaire results can be generated by using various factors for diagnosis, including not only exercise information, meal information, and body information, but also biometric information such as pulse, blood sugar, and blood pressure, and, in addition, By using the direct-to-consumer (DTC) genetic test results, various diseases and risk factors can be informed, and the convenience is maximized by providing not only medication guidance, but also an automatic purchase interface by comparing the number of intakes and the remaining number of nutrients. By performing visualization of various data including charts or graphs, it provides an intuitive interface to check changes in biometric information in the time domain at a glance. It is possible to provide a method of providing a health care service using biometric information collection and online questionnaire so that the data is automatically recorded without the user having to input cumbersome daily information. However, the technical task to be achieved by the present embodiment is not limited to the technical task as described above, and other technical tasks may exist.

As a technical means for achieving the above-described technical problem, an embodiment of the present invention receives questionnaire information including gender, date of birth, height, weight, and drinking cycle from a user terminal, provides health checkup result information, and health checkup A non-member management unit that recommends at least one health supplement product stored in correspondence with at least one keyword included in the result information, a health supplement product based on the result data of DTC (Direct-To-Consumer) genetic test and pre-stored member information dosage management, calorie and nutrition management based on the result of receiving a diet input from the user terminal and comparing it with the stored reference nutritional information to correspond to the stored weight, age, gender, and height, and blood pressure and blood sugar management based on the input biometric information The member management department performing It includes a shopping mall service unit that performs the process.

According to any one of the above-described problem solving means of the present invention, accurate questionnaire results are generated by using various factors for diagnosis, including not only exercise information, meal information, and body information, but also biometric information such as pulse, blood sugar, and blood pressure. In addition, by using the direct-to-consumer (DTC) genetic test result, various diseases and risk factors can be informed, and not only medication guidance, but also a purchase interface is automatically provided by comparing the intake frequency and the remaining number of nutritional supplements. It maximizes convenience and provides an intuitive interface to check changes in biometric information in the time domain at a glance by visualizing various data including charts or graphs. By using the obtained biometric information, it is automatically recorded without the user having to enter it every day.

1 is a view for explaining a health care service providing system using biometric information collection and online questionnaire according to an embodiment of the present invention.
FIG. 2 is a block diagram illustrating a health care service providing server included in the system of FIG. 1 .
3 and 4 are diagrams for explaining an embodiment in which a health care service using biometric information collection and online questionnaire is implemented according to an embodiment of the present invention.
5 is an operation flowchart illustrating a method of providing a health care service using biometric information collection and online questionnaire according to an embodiment of the present invention.

DETAILED DESCRIPTION OF THE PREFERRED EMBODIMENTS Hereinafter, embodiments of the present invention will be described in detail with reference to the accompanying drawings so that those of ordinary skill in the art can easily implement them. However, the present invention may be embodied in many different forms and is not limited to the embodiments described herein. And in order to clearly explain the present invention in the drawings, parts irrelevant to the description are omitted, and similar reference numerals are attached to similar parts throughout the specification.

Throughout the specification, when a part is "connected" with another part, this includes not only the case of being "directly connected" but also the case of being "electrically connected" with another element interposed therebetween. . Also, when a part "includes" a component, it means that other components may be further included, rather than excluding other components, unless otherwise stated, and one or more other features However, it is to be understood that the existence or addition of numbers, steps, operations, components, parts, or combinations thereof is not precluded in advance.

The terms "about", "substantially", etc. to the extent used throughout the specification are used in a sense at or close to the numerical value when the manufacturing and material tolerances inherent in the stated meaning are presented, and serve to enhance the understanding of the present invention. To help, precise or absolute figures are used to prevent unfair use by unscrupulous infringers of the stated disclosure. As used throughout the specification of the present invention, the term “step for (to)” or “step for” does not mean “step for”.

In this specification, a "part" includes a unit realized by hardware, a unit realized by software, and a unit realized using both. In addition, one unit may be implemented using two or more hardware, and two or more units may be implemented by one hardware.

In this specification, some of the operations or functions described as being performed by the terminal, apparatus, or device may be performed instead of in a server connected to the terminal, apparatus, or device. Similarly, some of the operations or functions described as being performed by the server may also be performed in a terminal, apparatus, or device connected to the server.

In this specification, some of the operations or functions described as mapping or matching with the terminal means mapping or matching the terminal's unique number or personal identification information, which is the identification data of the terminal. can be interpreted as

Hereinafter, the present invention will be described in detail with reference to the accompanying drawings.

1 is a view for explaining a health care service providing system using biometric information collection and online questionnaire according to an embodiment of the present invention. Referring to FIG. 1 , a health care service providing system 1 using biometric information collection and online questionnaire includes at least one user terminal 100 , a health care service providing server 300 , and at least one information providing server. (400). However, since the health care service providing system 1 using the biometric information collection and online questionnaire of FIG. 1 is only an embodiment of the present invention, the present invention is not limitedly interpreted through FIG. 1 .

In this case, each component of FIG. 1 is generally connected through a network 200 . For example, as shown in FIG. 1 , at least one user terminal 100 may be connected to the health care service providing server 300 through the network 200 . In addition, the health care service providing server 300 may be connected to at least one user terminal 100 and at least one information providing server 400 through the network 200 . In addition, the at least one information providing server 400 may be connected to the health care service providing server 300 through the network 200 .

Here, the network refers to a connection structure in which information exchange is possible between each node, such as a plurality of terminals and servers, and an example of such a network includes RF, 3rd Generation Partnership Project (3GPP) network, Long Term (LTE). Evolution) network, 5th Generation Partnership Project (5GPP) network, WIMAX (World Interoperability for Microwave Access) network, Internet, LAN (Local Area Network), Wireless LAN (Wireless Local Area Network), WAN (Wide Area Network) , PAN (Personal Area Network), Bluetooth (Bluetooth) network, NFC network, satellite broadcasting network, analog broadcasting network, DMB (Digital Multimedia Broadcasting) network, and the like are included, but are not limited thereto.

In the following, the term at least one is defined as a term including the singular and the plural, and even if at least one term does not exist, each element may exist in the singular or plural, and may mean the singular or plural. it will be self-evident In addition, that each component is provided in singular or plural may be changed according to embodiments.

At least one user terminal 100 inputs living information, meal information, health information and biometric information using a health care service related web page, app page, program or application using biometric information collection and online questionnaire, It may be a terminal that outputs a corresponding result. In addition, the at least one user terminal 100 may be a terminal that responds to at least one questionnaire and outputs the result, and may be a terminal that receives a corresponding health supplement product recommendation. In addition, the at least one user terminal 100 may be a terminal that records health supplement administration information and outputs an interface for purchasing the same product or similar product when the remaining number is less than a preset number. In addition, the at least one user terminal 100 may be a terminal that outputs recorded information in a time domain as a visualized graph or chart. Also, the at least one user terminal 100 may be a terminal that automatically records information collected from a wearable device (not shown). In addition, the at least one user terminal 100 may be a terminal that outputs a test result corresponding to the DTC genetic test application, and when the health checkup data is photographed or entered as text, the analysis result is displayed in health care It may be a terminal receiving and outputting from the service providing server 300 . At this time, the at least one user terminal 100 may be classified as a member or a non-member, but there is a policy difference between whether the user's information is stored in the health care service providing server 300 and whether the service can be received accordingly. Since it is only , we will use it collectively.

Here, the at least one user terminal 100 may be implemented as a computer that can access a remote server or terminal through a network. Here, the computer may include, for example, navigation, a laptop equipped with a web browser, a desktop, and a laptop. In this case, the at least one user terminal 100 may be implemented as a terminal capable of accessing a remote server or terminal through a network. At least one user terminal 100 is, for example, a wireless communication device that guarantees portability and mobility, such as navigation, Personal Communication System (PCS), Global System for Mobile communications (GSM), Personal Digital Cellular (PDC), PHS(Personal Handyphone System), PDA(Personal Digital Assistant), IMT(International Mobile Telecommunication)-2000, CDMA(Code Division Multiple Access)-2000, W-CDMA(W-Code Division Multiple Access), Wibro(Wireless Broadband Internet) ) terminal, a smart phone, a smart pad, a tablet PC, etc. may include all kinds of handheld-based wireless communication devices.

The health care service providing server 300 may be a server that provides a health care service web page, app page, program or application using biometric information collection and online questionnaire. In addition, the health care service providing server 300 receives a member registration from at least one user terminal 100 or transmits a basic questionnaire result to the user terminal 100 when responding to the questionnaire even without member registration. It can be a server. In addition, the health care service providing server 300, when the user terminal 100 applies for the DTC genetic test, collects the result from at least one information providing server 400 and inputs the result from the user terminal 100. It may be a server that provides health information along with information. In addition, the health care service providing server 300 controls to record biometric information collected from the wearable terminal in the user terminal 100 so as to correspond to a preset item, and at least one of the user terminal 100 The detected data detected by the sensor may also be a server that automatically records to correspond to a preset item. Also, the health care service providing server 300 may be a server that sets the product purchase process to proceed in conjunction with at least one shopping mall page. In addition, when the health care service providing server 300 performs a medication check, a meal check, and a blood sugar or blood pressure check in the user terminal 100 , it records it to be synchronized with time, and visually outputs the data along the time domain. It can be a server that makes it possible.

Here, the health care service providing server 300 may be implemented as a computer capable of accessing a remote server or terminal through a network. Here, the computer may include, for example, a navigation device, a laptop computer equipped with a web browser, a desktop computer, and a laptop computer.

The at least one information providing server 400 may be a server of a genetic testing laboratory using a web page, an app page, a program or an application related to a health care service using biometric information collection and online questionnaire. In this case, the at least one information providing server 400 may be a server that transmits the user's examination result to the health care service providing server 300 .

Here, the at least one information providing server 400 may be implemented as a computer capable of accessing a remote server or terminal through a network. Here, the computer may include, for example, a navigation device, a laptop computer equipped with a web browser, a desktop computer, and a laptop computer.

2 is a block diagram illustrating a health care service providing server included in the system of FIG. 1 , and FIGS. 3 and 4 are health care care using biometric information collection and online questionnaire according to an embodiment of the present invention. It is a diagram for explaining an embodiment in which a service is implemented.

Referring to FIG. 2 , the health care service providing server 300 includes a non-member management unit 310 , a member management unit 320 , a shopping mall service unit 330 , a health management unit 340 , an analysis visualization unit 350 , and health It may include a checkup analysis unit 360 and a child management unit 370 .

The health care service providing server 300 according to an embodiment of the present invention or another server (not shown) operating in conjunction with at least one user terminal 100 and at least one information providing server 400 is a biometric device. When transmitting a health care service application, program, app page, web page, etc. using information collection and online questionnaire, at least one user terminal 100 and at least one information providing server 400 collect biometric information And it is possible to install or open a health care service application, program, app page, web page, etc. using the online questionnaire. In addition, the service program may be driven in at least one user terminal 100 and at least one information providing server 400 by using a script executed in a web browser. Here, the web browser is a program that enables the use of a web (WWW: world wide web) service, and refers to a program that receives and displays hypertext written in HTML (hyper text mark-up language), for example, Netscape , Explorer, Chrome, and the like. In addition, the application means an application on the terminal, for example, includes an app (app) executed in a mobile terminal (smartphone).

Referring to FIG. 2 , the non-member management unit 310 receives questionnaire information including gender, date of birth, height, weight, and drinking cycle from the user terminal 100 and provides health checkup result information, and includes it in the health checkup result information. It is possible to recommend at least one health supplement product stored in correspondence to the at least one keyword. At this time, in addition to information such as gender or date of birth, the questionnaire data included in the medical guidelines presented by the Ministry of Health and Welfare and the Korea Centers for Disease Control and Prevention can be used. It can be set so that updates can be reflected as a floating field other than that. For example, smoking assessment, alcohol consumption assessment, physical activity assessment, nutrition assessment, obesity assessment, depression assessment, cognitive dysfunction assessment, geriatric functional assessment, cardiovascular disease risk assessment, etc. may be further included, but are not limited thereto. At this time, since the above-mentioned medical information is unique identification information corresponding to the first class under the Personal Information Protection Act, it should not be shared with other medical facilities without the consent of the user. However, if the user wants to share it for convenience, it will be self-evident that it can be shared according to the purpose and purpose.

The member management unit 320 receives a diet input from the user terminal 100 and manages the intake of health supplement products based on the result data of the direct-to-consumer (DTC) genetic test and pre-stored member information, and the pre-stored weight and age Calorie and nutrition management based on a result of comparison with reference nutritional information stored to correspond to , gender, and height, and blood pressure and blood sugar management based on input biometric information may be performed. In this case, the genetic test result data may be directly received from the at least one information providing server 400 , or may be collected from the user terminal 100 when information is held in the user terminal 100 . In addition, the blood sugar management may also be directly input from the user terminal 100 or may be input through a method of analyzing a blood sugar level table photographed by the user terminal 100 . Alternatively, the method may be performed as a method of collecting and automatically inputting numerical data from measuring equipment interlocked with the user terminal 100 . In addition to blood sugar, all data to be obtained from measuring equipment such as blood pressure or heart rate may be automatically input in connection with the user terminal 100 or a method in which a user manually inputs the data.

At this time, DNA contains numerous health-related information and genetic information that can identify an individual. As it is a material derived from the human body, it is stipulated in the Bioethics and Safety Act (abbreviated name: Bioethics Act) as one of human derivatives. There is a part of DNA that is biologically meaningless (junk DNA) and there is a part that contains information to make a specific protein. am. Genetic information is information necessary for determining the structure of total protein and total RNA, programming it so that the components of cells or tissues can be generated in order, determining the activity of an organism, and determining the unique personality. Genetic information is classified as sensitive information under the Personal Information Protection Act and strictly prohibited by the personal information controller (Personal Information Protection Act, Article 23, Paragraph 1 12)). Genetic information is very confidential and private information, including a person's health and biological characteristics, and is information that enables the estimation of blood kinship. It is future information that can predict the risk of diseases that may be expressed in the future. In the case of predictive genetic testing, diseases expressed by various and complex factors such as correlation with various genes, eating habits, lifestyle, and environment. Although there is controversy over the accuracy, uncertainty and risk of predicting the likelihood of occurrence due to the characteristics of Therefore, it can be analyzed only when requested by the user, and the results of the analysis are shared only with the requesting user and can be processed in accordance with related laws such as the Personal Information Protection Act.

The member management unit 320 receives a photographed image by driving the camera of the user terminal 100 when receiving a menu input, and analyzes a food object corresponding to at least one subject included in the received image to automatically set the menu. can be entered as At this time, since the user has to manually record the food each time, it is not difficult to record continuously. Accordingly, if the record is missing or there is no food eaten in the search list, it is difficult to accurately predict the calorie intake. In order to overcome the limitation of manual input, a method of measuring the calories of food to be consumed based on an image may be used, or a function of automatically calculating the total calories of food consumed by the user based on an impedance sensor may be used. The impedance-based calorie recognition method can predict total calorie intake by utilizing the correlation between the change in vascular glucose, which increases due to food intake, and the change in impedance. Alternatively, an audio-based food intake recognition method using a microphone of a smartphone can be used, which analyzes the sound of chewing and swallowing food to analyze the type, amount, number of food, etc. can increase Alternatively, a method of recognizing a food intake behavior by an arm movement that occurs when eating food using an acceleration sensor of a wearable device may be used.

In addition, the member management unit 320, based on the data acquired by the accelerometer and gyro sensor of the wearable device interlocked with the user terminal 100 can automatically monitor food intake and patterns in real time. Allows users to automatically recognize food intake patterns without recording the type or amount of food consumed, and applies a user-adaptive analysis method considering the range of sensor signals that occur during food intake for each user Thus, it can be set so that the recognition rate can be guaranteed even when the food intake pattern is different. As an input signal, the 3-axis value of the accelerometer and 3-axis value of the gyro sensor can be used, the signal is filtered through a signal processing process, and a significant set of features can be extracted from among the features by applying principal component analysis, and A user-adaptive analysis method can be used in consideration of the fact that the signal power is different for each user when analyzing the number of times and intervals of food intake by analysis.

First, the food intake behavior recognition algorithm acquires an acceleration sensor value and a gyro sensor value as input signals, and removes high-frequency noise through filtering. Then, the feature value is extracted, and the action of raising and lowering the spoon is recognized based on the extracted feature value, and the number, interval, and time of food intake are analyzed. The results of the analysis are output and recorded through the app so that users can monitor their daily eating habits. Next, data collection and pre-processing should be performed. As an input signal, a total of 6 axis values of the accelerometer sensor and the 3 axis gyro sensor may be used, but the present invention is not limited thereto. The next step is feature extraction for recognizing food intake patterns. In order to recognize food intake behavior, values that change significantly among the signals generated when raising and lowering hands from the table to the mouth and from the mouth to the table are tested through experiments. It is possible to select a feature value by checking, and by extracting the length of the 3-axis acceleration value, the signal vector magnitude (SVM), and the YAW angle value obtained by converting the Z-axis of the gyro sensor to the Euler angle, the food intake behavior can be distinguished. Principal component analysis is performed based on the collected data to derive feature values with high covariance and high explanatory power, which can be used as a feature set. In this case, the food intake behavior can be recognized by calculating the gradient using the extracted feature value, and then counting the movement that exceeds the threshold value among the peak values in which the gradient changes. For the two actions of taking food from the table to the mouth and moving the hand from the mouth to the table again, when the two peak values of the SVM value exceed the threshold, it can be set as one eating action. Of course, it will be obvious that in addition to the above-described method, it is possible to classify food intake, measure calories, and write a diet in various ways.

The shopping mall service unit 330 transmits, to the user terminal 100 , a description of the nutritional supplement being taken in connection with the result data of the DTC genetic test, and a product recommended based on the result data to the user terminal 100 , and purchases from the user terminal 100 . And if payment is completed, you can proceed with the delivery process. In this case, the purchase process can increase convenience by providing a medication guide or explanation of nutritional supplements on the printed page without changing screens or moving pages.

The health management unit 340 counts and outputs the number of steps based on information received from at least one sensor included in the user terminal 100, lists a list of health supplement products, and checks whether to take the user interface. output, and when there is an input for selecting a user interface, it is possible to check the intake of the health supplement product. At this time, the number of steps (number of steps) can be measured using an acceleration sensor, a geomagnetic sensor, etc. of the user terminal 100, and the number of steps can be extracted from a wearable device (not shown) interlocked with the user terminal 100. If possible, it may be used, but is not limited thereto. And, the health management unit 340, when the difference between the number of products included in the health supplement product and the intake amount counted by selection of the user interface is less than a preset number, the health supplement product or health supplement product has the same ingredients A purchase interface for purchasing a recommended auxiliary product may be output. Accordingly, the user can take the health supplement product without interruption, without intentionally taking the remaining number of the product, without separately looking for the product to be repurchased, or without waiting for the delivery period.

The health management unit 340 may check the achievement rate compared to the target number of steps in addition to counting the number of steps to check the compensation and ranking accordingly, and periodically check or Real-time check is possible, and step count comparison with other users can also be performed. At this time, the mission and compensation policy may be used, and it may include an attendance check mission including how many times the application has been accessed, and a pedometer mission to check the success or success rate of the mission assigned or given to the user. The compensation policy is not defined in detail in this patent as it is only a policy aspect, but any type of reward is possible if it is in the form of a reward for success rate, success or motivation.

Analysis visualization unit 350, based on the data input or measured by the user terminal 100, calorie consumption analysis, walking analysis, weight BMI analysis, caloric intake analysis, blood pressure analysis, and blood sugar analysis results on the time-series domain It can be output as a graph. At this time, since data is graphed or charted in time series in the time domain, even people who have difficulty in analyzing or reading each text can intuitively understand the data.

The health checkup analysis unit 360, when the health checkup result data is input as an image or text from the user terminal 100, items and numerical data of the health checkup result data, and pre-stored items and numerical data of the analysis result data Comparison can provide analysis results. For example, user A has received a health checkup result from hospital B, but user A cannot understand it well, or even if he understands it, he or she loses or forgets it over time. Therefore, when photographing a health checkup result, the health checkup analysis unit 360 extracts text through OCR (Optical Character Recognition), maps the test result text and each item text, and extracts the text to distinguish the items without separately tagging them. make it possible And, by outputting the explanatory data previously mapped and stored for each item numerical value to the user, or by storing the data as the user's history log, it is stored so that changes can be known even if the health checkup result table is later lost or forgotten. can be visualized so that the trend of

The child management unit 370 transmits a questionnaire for confirming any one or a combination of obesity growth, atopy and ADHD to the user terminal 100, and based on the response data of the questionnaire inputted from the user terminal 100 can provide the result of diagnosing the condition. In this case, the questionnaire may be a method of selecting a view in a multiple-choice format, but does not exclude checking the degree or having a subjective format. The questionnaire to check obesity growth can be a set of questions and answers to check gender, age, height, waist circumference, head circumference, weight, favorite food, disliked food, exercise intensity, reading time, and sleep time However, the present invention is not limited thereto.

In addition, the user terminal 100 according to an embodiment of the present invention may be interlocked with a wearable device, and the wearable device may be composed of a portable (Portable), an attachable (Attachable), an implantable. have. The portable type may be provided as a device in the form of glasses, a watch, a band, or clothing, the attachable type is a type that can be directly attached to the skin such as a patch, and the implantation and dosage type are the ultimate types of wearable devices. It may be in a form that can be directly implanted or taken into the human body. The wearable device for measuring human body information may monitor the user's exercise amount, blood sugar, heart rate, electrocardiogram, respiration, calorie consumption, sleep activity, and the like, but is not limited thereto. These products may measure health status and sleep pattern together, and an attached strain sensor may be used, and a temperature and pressure sensor may also be used.

Hereinafter, an operation process according to the configuration of the health care service providing server of FIG. 2 will be described in detail with reference to FIGS. 3 and 4 as an example. However, it will be apparent that the embodiment is only one of various embodiments of the present invention and is not limited thereto.

Referring to FIG. 3A, gender is inputted, date of birth and height are input as shown in FIG. 3B, weight is input with a notification to start the questionnaire as shown in FIG. 3C, and based on the contents set in the basic questionnaire such as drinking as shown in FIG. 3D The questionnaire results as shown in FIG. 3E are provided. In FIG. 3F, a layout for a dosage guidance and a dosage check is output, and it is configured to input and output basic information such as meals, exercise, weight, and blood pressure. It can be seen in FIG. 3G that when the number of products being taken is less than the preset remaining number, an order interface for ordering them is also output on the dosage map screen. Referring to FIG. 3H , an interface for inputting calories intake is provided. Fig. 3i shows an interface for inputting the amount of exercise or the number of steps, Fig. 3j shows an interface for inputting blood pressure and blood sugar, and Fig. 3k shows a search window for searching health food information, and A screen is shown showing the results. 3L shows a diagnosis result and an interface for consulting with an expert, and shows a page for viewing all personal information including a health checkup analysis service and other analysis results. Referring to FIG. 3M , a history log is recorded for each date as a health checkup analysis service, and when each result is selected, a screen for viewing detailed results is provided. It can be seen that a screen for recommending health supplement products according to health conditions and an interface for purchasing them are provided in FIG. 3N together with a list of test results, and FIGS. can be seen visualized. Referring to FIG. 3R , a health checkup analysis service is provided, and when a result is input, a detailed explanation or additional service corresponding thereto is provided. 3S shows the shopping mall main screen, and FIG. 3T shows the frame and layout of the product detail screen. Referring to FIG. 3U , it can be seen that the product in the shopping cart is ordered. 4 is a view showing a question-and-answer screen for diagnosing obesity, atopic dermatitis, and ADHD, displaying the results, recommending products in response to the results, and explaining how each result is explained. Since the questionnaire may be configured in various ways other than the questionnaire shown in FIG. 4 , an embodiment of the present invention is not limited by FIG. 4 .

As for the method of providing health care service using the collection of biometric information and the online questionnaire in FIGS. 2 to 4 as described above, the method of providing the health care service using the collection of biometric information and the online questionnaire through FIG. 1 is described above. Since it is the same as the described content or can be easily inferred from the described content, the following description will be omitted.

5 is an operation flowchart illustrating a method of providing a health care service using biometric information collection and online questionnaire according to an embodiment of the present invention. Referring to FIG. 5 , the health care service providing server receives questionnaire information including gender, date of birth, height, weight, and drinking cycle from the user terminal and provides health checkup result information, and at least included in the health checkup result information At least one health supplement product stored in correspondence with one keyword is recommended (S5100).

The health care service providing server receives the dietary input from the user terminal and manages the dosage of health supplements based on the result data of the DTC (Direct-To-Consumer) genetic test and the stored member information, and the stored weight, age, gender , and calorie and nutrition management based on the result of comparison with the stored reference nutritional information to correspond to the height, and blood pressure and blood sugar management based on the input biometric information (S5200).

When the health care service providing server transmits a description of the nutritional supplement being taken in connection with the result data of the DTC genetic test and a product recommended based on the result data to the user terminal, and completes the purchase and payment in the user terminal A delivery process is performed (S5300).

As for the method of providing health care service using the collection of biometric information and the online questionnaire in FIG. 5 as described above, the method of providing the health care service using the collection of biometric information and the online questionnaire through FIGS. 1 to 4 is described above. Since it is the same as the described content or can be easily inferred from the described content, the following description will be omitted.

The method of providing a health care service using biometric information collection and online questionnaire according to an embodiment described with reference to FIG. 5 is a recording medium including instructions executable by a computer, such as an application or program module executed by a computer. It can also be implemented in a form. Computer-readable media can be any available media that can be accessed by a computer and includes both volatile and nonvolatile media, removable and non-removable media. Also, computer-readable media may include all computer storage media. Computer storage media includes both volatile and nonvolatile, removable and non-removable media implemented in any method or technology for storage of information such as computer readable instructions, data structures, program modules or other data.

The method for providing a health care service using biometric information collection and online questionnaire according to an embodiment of the present invention described above includes an application basically installed in a terminal (which may include a program included in a platform or an operating system basically installed in the terminal) may be executed), and may be executed by an application (ie, a program) installed directly on the master terminal by a user through an application providing server such as an application store server, an application, or a web server related to the corresponding service. In this sense, the method for providing health care service using biometric information collection and online questionnaire according to an embodiment of the present invention described above is implemented as an application (ie, program) installed basically in a terminal or directly installed by a user, and the terminal It may be recorded on a computer-readable recording medium, such as in the

The description of the present invention described above is for illustration, and those of ordinary skill in the art to which the present invention pertains can understand that it can be easily modified into other specific forms without changing the technical spirit or essential features of the present invention. will be. Therefore, it should be understood that the embodiments described above are illustrative in all respects and not restrictive. For example, each component described as a single type may be implemented in a dispersed form, and likewise components described as distributed may be implemented in a combined form.

The scope of the present invention is indicated by the following claims rather than the above detailed description, and all changes or modifications derived from the meaning and scope of the claims and their equivalent concepts should be interpreted as being included in the scope of the present invention. do.

Claims (8)

At least one health aid stored in correspondence with at least one keyword included in the health checkup result information is provided by receiving questionnaire information including gender, date of birth, height, weight and drinking cycle from the user terminal, and providing health checkup result information Non-member management who recommends products;
Management of taking health supplement products based on DTC (Direct-To-Consumer) genetic test result data and pre-stored member information; a member management unit that manages calories and nutrition based on a result compared with reference nutritional information, and manages blood pressure and blood sugar based on input biometric information;
In connection with the result data of the DTC genetic test, a description of the nutritional supplement being taken and a product recommended based on the result data are transmitted to the user terminal, and when the purchase and payment are completed in the user terminal, the delivery process is carried out shopping mall service department;
Counting and outputting the number of steps based on information received from at least one sensor included in the user terminal, listing the list of health supplement products, and outputting a user interface for checking whether to take the product, and selecting the user interface a health management unit that checks the intake of the health supplement product when there is an input;
an analysis visualization unit for outputting calorie consumption analysis, walking analysis, body weight BMI analysis, caloric intake analysis, blood pressure analysis, and blood glucose analysis results as graphs on a time-series domain based on data input or measured from the user terminal;
When health checkup result data is input as an image or text from the user terminal, health checkup analysis provides an analysis result by comparing items and numerical data of the health checkup result data with items and numerical data of pre-stored analysis result data wealth; and
Child care unit that transmits a questionnaire for confirming any one or at least one combination of obesity growth, atopy and ADHD to the user terminal, and provides a diagnosis result based on the response data of the questionnaire input from the user terminal ;
including,
The health management department,
If the difference between the number of products included in the health supplement product and the intake amount counted by selection of the user interface is less than a preset number, purchase the health supplement product or a recommended supplement product having the same ingredients as the health supplement product to print the purchase interface for
The questionnaire for confirming the obesity growth is a question-and-answer set to check gender, age, height, waist circumference, head circumference, weight, favorite food, disliked food, exercise intensity, reading time, and sleep time ,
The member management department,
When receiving the food input, the user terminal receives the captured image by driving the camera, analyzes the food object corresponding to at least one subject included in the received image to automatically input the food,
Receives data acquired by an acceleration sensor and a gyro sensor of the wearable device interlocked with the user terminal, removes high-frequency noise through filtering on the data, and a length of a 3-axis acceleration value of the acceleration sensor, a signal vector magnitude (SVM) ) and the YAW angle value obtained by converting the Z-axis of the gyro sensor to Euler angle, performing principal component analysis to derive a feature value, calculating a gradient using the feature value, and calculating the gradient Counts the movement that exceeds the threshold among the variable peak values, but when the second peak value of the SVM exceeds the threshold, it is set as one food intake behavior, and the food intake behavior for the diet is counted and the user's Health care using biometric information collection and online questionnaire, characterized in that measuring calories consumed for the diet, but applying a user-adaptive analysis method in consideration of the difference in the range of sensor signals generated when food is consumed for each user Serving Server. delete delete delete delete delete delete delete

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