WO2021100898A1

WO2021100898A1 - Method for providing integrated service tailored to skin type and system for providing integrated service thereby

Info

Publication number: WO2021100898A1
Application number: PCT/KR2019/015875
Authority: WO
Inventors: 강형진
Original assignee: 강형진
Priority date: 2019-11-19
Filing date: 2019-11-20
Publication date: 2021-05-27
Also published as: KR102123101B1

Abstract

The present invention relates to a method for providing an integrated service tailored to a skin type and a system for providing same, the method comprising: a first step in which a user terminal acquires first user information by capturing through a camera an image of at least one of a user's forehead, nose, cheeks, chin, and eye rims that are maintained for 1-3 hours after washing, and the user terminal acquires second user information by using the user's answer to a prestored question item and stores the first and second user information in an integrated database unit; a second step in which an operating server receives the first user information from the integrated database unit, compares same with preconfigured first source information, thereby obtaining a first diagnosis result regarding at least one of the user's forehead, nose, cheeks, chin, and eye rims, and the operating server receives the second user information, compares same with preconfigured second source information, thereby obtaining a second diagnosis result, and combines the first and second diagnosis results, thereby obtaining the user's management method; a third step in which the operating server transmits, to the user terminal, the first and second diagnosis results, the management method, and cosmetic recommendation information based on the first and second diagnosis results and the management method; and a fourth step in which an alarm is provided for a first period of time with regard to the management method through the user terminal.

Description

Skin type customized integrated service provision method and integrated service provision system accordingly

The present invention relates to a method for providing an integrated service tailored to the skin type and a system for providing an integrated service according thereto, and in more detail, a management method corresponding to collecting information on the skin of a specific user and conducting an evaluation related to the corresponding skin, and a corresponding management method and The present invention relates to a method of providing a skin type customized integrated service for each skin type to a user by recommending cosmetics, and an integrated service providing system accordingly.

Skin care is a process that maintains all the functions of the skin as complete as possible and maintains the skin condition beautifully and healthyly, and is a successful and active coping process against aging. The bio-cosmetic of skin care is based on the fact that only healthy and well-managed skin can be beautiful, and maintains a healthy skin condition, prevents and improves unsightly skin conditions, and prevents premature aging. For the purpose, it can be seen as a compromise between health care, dermatology, and preventive medicine.

In skin care, the facial skin is exposed to the outside and can be seen by others, so it is more interesting in terms of aesthetics. In facial skin care, various factors such as skin type, problem skin, and physiological and psychological affecting the facial skin have an important influence, but the wrong skin care method of the individual has a great influence.

You may suffer from skin disease and makeup poisoning for a long time due to incorrect skin care. The reason may be due to lack of knowledge of using cosmetics such as overuse of alkaline soaps, cosmetic ingredients, and incorrectly treated peeling treatment, and the cause of problems on the face is physiological. Yongin (abnormal sebaceous secretion, abnormal endocrine, abnormal metabolic activity, abnormal circulatory system), nutritional factors (nutrition deficiency of skin cells, eating habits), external environmental factors (ultraviolet rays, radiation, polluted air, wind, temperature change, low temperature and High temperature, dry air and humid air), psychological factors (stress), biochemical factors, life factors (lack of sleep, fatigue, incorrect diet, lack of exercise), and medical factors (internal diseases, pregnancy and childbirth). .

Although the health of the skin is related to the health of the body, only skin care methods that focus only on the skin condition are provided, and research related to the health of the body is being neglected. For the diagnosis of skin conditions, specialized medical equipments are provided in dermatology clinics and clinics to enable diagnosis such as taking enlarged photographs of pores.

However, due to the increase in interest in skin beauty, the level of knowledge about the skin of users has also increased, and users want to know more about the condition of their own skin or changes in the condition of the skin. Nevertheless, it would be very cumbersome to simply monitor the skin condition and visit the clinic on a regular basis to understand the trend of changes caused by the use of cosmetics and the like.

Therefore, there is a need for a method to allow users to simply check and diagnose their skin condition while carrying.

(Prior patent) Korean Laid-Open Patent Publication No. 10-2005-0083197

An object of the present invention is to provide a method for providing a customized skin care method according to a user's skin condition and a management method by date for a predetermined period of time, thereby providing a method for providing a skin type customized integrated service that can substantially check the skin improvement effect, and integration thereof. It is to provide a service provision system.

In addition, another object of the present invention is to provide a skin type customized integrated service providing method capable of recommending cosmetics suitable for each skin condition, along with a customized skin management method according to a real-time user's skin condition, and an integrated service providing system according thereto. It is for sake.

In addition, another object of the present invention is to provide a method for providing an integrated service tailored to the skin type that enables continuous skin management and easily and easily manages the skin, and an integrated service providing system according thereto.

According to an aspect of the present invention, embodiments of the present invention provide a method for providing a skin type customized integrated service using a camera of a user terminal equipped with a portable lens, the user terminal through the camera, after washing 1 First user information is acquired by taking any one or more of the user's forehead, nose, cheek, chin, and eye area for which the time is maintained for 3 hours, and the user terminal uses the user's answer to the previously stored question. A first step of acquiring second user information and storing the first and second user information in an integrated database unit; The operation server receives the first user information from the integrated database and compares it with preset first source information to calculate a first diagnosis result for at least one of the user's forehead, nose, cheek, chin, and eye area. , The operation server receives the second user information and compares it with preset second source information to calculate a second diagnosis result, and calculates a user management method by synthesizing the first and second diagnosis results. step; A third step of transmitting, by the operation server, first and second diagnosis results and management methods, and cosmetic recommendation information according to the first and second diagnosis results and management methods to the user terminal; And a fourth step of providing an alarm for a first period of time to the management method through the user terminal.

In one embodiment, in the second step, the first diagnosis result is evaluated as wrinkles, troubles, pigmentation, pores, elasticity, oil, sensitivity, and angular mass for each of the forehead, nose, cheeks, chin, and eye area. And, the second diagnosis result is evaluated as the user's facial cleansing habits, skin care, outdoor activities, working environment, exercise habits, eating habits, sleeping habits, and drinking, and the management method is a combination of the first and second diagnosis results. It can consist of comprehensive management to manage living habits and daily management to provide a method of washing and moisturizing during the first period.

In one embodiment, the comprehensive management includes a cleansing method including the number of cleansing faces, a method of using a cleansing agent, a pack peeling method for performing a pack or peeling, an exercise method including exercise information and recommended exercise, and a sleep method including a sleep method. , Skin, essence, a moisturizing method used for the skin using one or more of a cream, a stress management method for managing stress, an eating habit evaluation method for eating habits, and a drinking evaluation method for drinking, the daily Management may provide at least one of a cleansing method, a pack peeling method, and a moisturizing method on a daily basis during the first period.

In one embodiment, in the second step, the first user information, the operation server for each of the forehead, nose, cheeks, chin, and eye area, pore size, number of pores, skin texture, acne acne, surface dead skin cells , Forehead, nose, cheeks, chin and eye area are evaluated in detail by comparing with the first source information for pore endosebum, peripore keratin, redness and capillary expansion. , Moisture, sensitivity and keratin are converted into scores to obtain a numerical result, and the operation server may provide a total review for each of the forehead, nose, cheek, chin and eye area according to the detailed evaluation and numerical result.

In one embodiment, the pore size is determined by sampling pores located in the center from the image obtained from the first user information, but if there are no pores in the image, the first level 1, the diameter of 10 or more pores is the diameter of the skin hair. 1st level 2 in case of 0.5 to 1.5 times, 1st level 3 when the diameter of 10 or more pores is more than 1.5 to 2.5 times the diameter of skin hair, and the diameter of 10 or more pores is more than 2.5 times the diameter of skin hair To 3.5 times the first level 4, and if the diameter of 10 or more pores is more than 3.5 times the diameter of the skin hair, detailed evaluation may be performed at the first level 5.

In one embodiment, the number of pores is determined by checking the number of pores having a diameter of at least 1 times the diameter of the skin hair in the image obtained from the first user information, but at least 1 times the diameter of the skin hair in the image If there are no pores with diameter, the second level is 1, the second level is 2 in the case of 1-7, the second level is 3 in the case of 8-12, and the second level 4, 18 in the case of 13-17 If there are more than one, detailed evaluation may be performed at the second level 5.

In one embodiment, the skin texture is checked based on an area of 10% or more with respect to the total area of the image obtained from the first user information, but when there is no skin texture in the area of 10% or more, the

third level

1, 10% or more When the thickness of the skin grain in the area is 0.5 to 1.5 times the thickness of the skin hair, the third level is 2, and if the grain thickness of the skin in the area of 10% or more is more than 1.5 times to 2.5 times the thickness of the skin hair, it is recommended. 3 Level 3, if the thickness of the skin texture is more than 2.5 to 3.5 times the thickness of the skin hair in the area of 10% or more, the third level 4, the thickness of the skin texture in the area of 10% or more is 3.5 to the thickness of the skin hair. In the case of more than twice, detailed evaluation can be carried out to the third level 5.

In one embodiment, the acne is a fourth level 1 when there are no whiteheads and blackheads, a fourth level 2 when there are only whiteheads, and a fourth level 3 when both whiteheads and blackheads are present. Detailed evaluation can be carried out.

In one embodiment, the skin surface keratin is a fifth level 1 when there is no keratin in the total area of the image obtained from the first user information, and when the skin surface keratin is in an area of more than 0% to 30% of the total area of the image In the fifth level 2, when there is an area of more than 30% to less than 100% of the total area of the image, detailed evaluation may be performed at the fifth level 3.

In one embodiment, the sebum in the pores is a reference sample when the sebum in the pores is filled with a volume of 80% to 100% in the entire image obtained from the first user information, but the sebum in the pores is in the volume of 80% to 100%. If there is no filled with, the detailed evaluation may be performed at the 6th level 1, and when there is more than one filled with 80% to 100% of sebum in the pores, the detailed evaluation may be performed at the 6th level 2.

In one embodiment, the detailed evaluation of the peripore keratin may be performed at the 7th level 1 when there is no keratin around the pores in the image obtained from the first user information, and at the 7th level 2 when there is keratin around the pores. have.

In one embodiment, the redness is L*, a*, and b* values measured using a chromameter or a spectrophotometer with respect to the entire area of the image obtained from the first user information, and the If a* is less than 15 in the total area of the image, the 8th level 1, when a* is 15 to 17 in the area of more than 0% to 30% of the total area of the image, the 8th level 2, the image If a* is 15 to 17 in an area of more than 30% to 100% of the total area of the 8th level 3, a* is 17 in an area of more than 0% to 30% of the total area of the image If it is greater than the eighth level 4, and if a* is greater than 17 in an area of more than 30% to 100% of the total area of the image, the detailed evaluation may be performed at the eighth level.

In an embodiment, in the case of the capillary dilatation, if there is no capillary expansion phenomenon in the image obtained from the first user information, the detailed evaluation may be performed at a ninth level 1, and if there is a confirmed phenomenon of the capillary tube, a detailed evaluation may be performed at the ninth level.

*In one embodiment, in the third step, the cosmetic recommendation information is a product information database for each component of the cosmetic by the operation server for each component of the cosmetic product and harmful components for each skin according to the skin type and the components included for each product included in each product. Building wealth; According to the user's skin type determined according to the first and second diagnosis results, harmful ingredients for each user are determined using the harmful ingredients for each skin stored in the product information database, and included for each product stored in the product information database. Comparing the ingredients and the harmful ingredients for each user; And assigning a first priority of products in the order in which each product contains less harmful ingredients for each user, and outputting the products to the user terminal according to the first priority of the assigned products.

In one embodiment, the product is provided as a disposable package for any one or more of skins, essences, lotions, and creams according to the management method by reflecting the first priority of the product, and daily for the first period. And dinner, and may be provided by accommodating the disposable package in a wrapping paper in a form such as a medicine bag.

In one embodiment, the operation server further comprises the step of receiving the user's feedback data for the product provided according to the first priority to the product information database unit, wherein the operation server is the user's feedback data at the first priority A second priority may be given by reflecting and, and products according to the second priority may be output to the user terminal.

In one embodiment, an image generated by scanning a barcode of a cosmetic product distributed through a camera of the user terminal is converted into code information and transmitted to the product information database unit, and the product information database unit transmits the sales from the code information. It may further include the step of identifying a product-specific component of a product corresponding to a cosmetic, and providing a level grade to the user terminal by comparing, by the operation server, the product-specific component identified in the cosmetic product and the harmful component for each user. .

In one embodiment, the operation server further comprises the step of storing additional information on the cosmetic product for sale in the product information database, and providing the additional information to the user terminal, wherein the additional information is included in the cosmetic product for sale. It includes at least one or more of price comparison information, detailed information of cosmetics for sale, and product reviews, and the product information database unit receives the code information, searches for additional information linked to the code information, and acquires the searched additional information. It can be provided to the user terminal.

In one embodiment, in the fourth step, the first period consists of at least one of 7 days, 14 days, and 30 days, and the management method is performed at least once per day during the first period through the user terminal. It is provided as a push alarm, and the operation server receives execution status data according to the user's management method for each date input by the user terminal, and provides a calendar including date-specific information including the execution status data to the user terminal. It may further include outputting to.

In one embodiment, the calendar includes a date part in which a date is recorded, a management method recorder in which a title of a management method corresponding to a date in the date part is recorded, and whether the user performs the management method provided through the user terminal. A performance display unit that displays data, and a rating display unit that assigns a rating according to the user's performance status data displayed on the performance display unit by the operation server.

In one embodiment, the operation server further comprises the step of receiving any one or more of temperature, humidity, fine dust and ultraviolet index according to the weather information by communicating with the external weather server, the operation server during the first period At least one of the first temperature, first humidity, first fine dust, and first UV index received for each date in the reference temperature, reference humidity, reference fine dust received on the date of acquiring the first user information, And a reference UV index, and any one or more of the first temperature, the first humidity, the first fine dust, and the first UV index is compared with the reference temperature, the reference humidity, the reference fine dust, and the reference UV index. If it is out of a preset range, the operation server may further calculate an additional management method for the user and output it to the user terminal.

According to another aspect of the present invention, embodiments of the present invention provide a system for providing an integrated service tailored to skin type using a camera of a user terminal equipped with a portable lens, wherein the user terminal uses the camera, after washing 1 First user information is acquired by taking any one or more of the user's forehead, nose, cheek, chin, and eye area for which the time is maintained for 3 hours, and the user terminal uses the user's answer to the previously stored question. An integrated database unit for acquiring second user information and storing the first and second user information; And calculating a first diagnosis result for any one or more of the user's forehead, nose, cheek, chin, and eye area by receiving the first user information from the integrated database and comparing it with preset first source information, and the An operation server that receives the second user information and compares it with preset second source information to calculate a second diagnosis result, and calculates a user's management method by synthesizing the first and second diagnosis results; And the operation server transmits the first and second diagnosis results and management method, and cosmetic recommendation information according to the first and second diagnosis results and management method to a user terminal, and manages the management through the user terminal. For the method, it includes an integrated service providing system tailored to the skin type, including providing an alarm for a first period.

According to the present invention as described above, by providing a customized skin management method according to the user's skin condition and a daily management method for a predetermined period of time, a method for providing a skin type customized integrated service that can substantially check the skin improvement effect And it is possible to provide an integrated service providing system accordingly.

In addition, according to the present invention, it is possible to provide a method for providing a skin type customized integrated service that can recommend cosmetics suitable for each skin condition, along with a customized skin management method according to a real-time user's skin condition, and an integrated service providing system according thereto .

In addition, according to the present invention, it is possible to provide a method for providing an integrated service tailored to the skin type that enables continuous skin management and easily and easily manages the skin, and an integrated service providing system according thereto.

1 is a diagram schematically showing the configuration of a system for providing an integrated skin type customized service according to an embodiment according to an embodiment of the present invention.

FIG. 2 is a diagram illustrating the user terminal of FIG. 1.

3 is a view showing the portable lens of FIG. 2.

4 is an example of a questionnaire for acquiring second user information according to an embodiment of the present invention.

5 is a diagram showing the configuration of the operation server of FIG.

6 is a flowchart illustrating a method of providing an integrated service tailored to skin types according to an embodiment of the present invention.

7 is a diagram schematically showing first and second diagnosis results and a management method according to an embodiment of the present invention.

8 is a diagram illustrating an example of a specific management method provided during the first period of FIG. 7.

9 is a diagram illustrating an example of a diagnosis result for each part of FIG. 7.

10 is a photograph showing an item of detailed evaluation for skin taken through a portable microscope according to an embodiment of the present invention.

11 is an example of first source information on pore size, number of pores, skin texture, acne acne, and keratin of the skin in FIG. 10.

FIG. 12 is an example showing first source information on pore endosebum, peripore keratin, redness, and capillary expansion of FIG. 10.

13 is a diagram schematically illustrating an integrated database unit and a product information database unit according to an embodiment of the present invention.

14 is a diagram schematically illustrating a method of calculating harmful components for each user stored in the product information database of FIG. 13.

15 is a view schematically showing the outer surface of the wrapping paper according to an embodiment of the present invention.

16 is a diagram schematically showing a calendar according to an embodiment of the present invention.

Details of other embodiments are included in the detailed description and drawings.

Advantages and features of the present invention, and a method of achieving them will become apparent with reference to the embodiments described below in detail together with the accompanying drawings. However, the present invention is not limited to the embodiments disclosed below, and may be implemented in various different forms. In the following description, when a certain part is connected to another part, this is only a case in which it is directly connected. Rather, it also includes cases where other media are intervened in the middle. In addition, parts not related to the present invention in the drawings are omitted to clarify the description of the present invention, and like reference numerals are attached to similar parts throughout the specification.

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

1 is a diagram schematically showing the configuration of a system for providing an integrated skin type customized service according to an embodiment according to an embodiment of the present invention. FIG. 2 is a diagram illustrating the user terminal of FIG. 1. 3 is a view showing the portable lens of FIG. 2. 4 is an example of a questionnaire for acquiring second user information according to an embodiment of the present invention. 5 is a diagram showing the configuration of the operation server of FIG.

1 to 4, an embodiment of the present invention can provide a skin type customized integrated service through a skin type customized integrated service providing system using a camera of a user terminal 200 equipped with a portable lens. .

Referring to FIG. 1, the present embodiment relates to a system for providing an integrated service tailored to skin type using a camera of a user terminal 200 equipped with a portable lens 10, wherein the user terminal 200 is the camera. Through, the first user information is acquired by photographing any one or more of the user's forehead, nose, cheek, chin, and eye area maintained for 1 to 3 hours after washing, and the user terminal 200 is pre-stored. An integrated database unit 400 for acquiring second user information by using a user's answer to a question and storing the first and second user information; And calculating a first diagnosis result for any one or more of the user's forehead, nose, cheek, chin, and eye area by receiving the first user information from the integrated database unit 400 and comparing it with preset first source information. And calculating a second diagnosis result by receiving the second user information from the integrated database unit and comparing it with preset second source information, and calculating a user management method by combining the first and second diagnosis results. Operation server 300; may be made of. The operation server 300 transmits the first and second diagnosis results and management method, and cosmetic recommendation information according to the first and second diagnosis results and management method to a user terminal, and manages the management through the user terminal. The method may include providing an alarm for a first period of time.

The integrated service providing system may be performed by the user terminal 200, the operation server 300, and the integrated database unit 400. The user terminal 200 stores first and second user information in the integrated database unit 400, and the operation server 300 includes first and second user information stored in the integrated database unit 400 Using the first and second source information, customized first and second diagnosis results and management methods suitable for each user are calculated, and then stored in the integrated database unit 400 to control time, etc., and the user terminal 200 ) To output the first and second diagnosis results and management method.

The user terminal 200 refers to a communication terminal capable of using a terminal application in a wired or wireless communication environment. Here, the user terminal 200 may be a user's portable terminal. In FIG. 2, the user terminal 200 is shown as a smart phone, which is a kind of portable terminal, but the spirit of the present invention is not limited thereto, and as described above, there is no limitation on a terminal capable of mounting a terminal application. Can be borrowed.

To explain this in more detail, the user terminal 200 may include a handheld computing device (e.g., PDA, email client, etc.), any form of a mobile phone, or any form of another kind of computing or communication platform. However, the present invention is not limited thereto.

The mobile communication network may serve to connect the user terminal 200 to the operation server 300 and the integrated database unit 400. The mobile communication network refers to a communication network that provides an access path so that the user terminals 200 can transmit and receive data after accessing the operation server 300 or the database unit 400. Communication networks are wired networks such as LANs (Local Area Networks), WANs (Wide Area Networks), MANs (Metropolitan Area Networks), ISDNs (Integrated Service Digital Networks), and wireless networks such as wireless LANs, CDMA, Bluetooth, and satellite communications. However, the scope of the present invention is not limited thereto.

2 and 3, the camera of the user terminal 200 may be provided with a portable lens 10 detachably. The portable lens 10 includes an eyepiece 11 attached to the camera, an objective lens 120 and the eyepiece 11 which are provided to face the eyepiece 11 and contact the user's skin. It may be made of a covering lens cover (13).

In the portable lens 10, an adhesive member is provided around the eyepiece 11, and the portable lens 10 is attached around the camera of the user terminal 200 by the adhesive member. The adhesive member may be provided to be used a plurality of times, and may be covered by the lens cover 13 and protected while the portable lens 10 is separated from the user terminal 200.

The portable lens 10 may be coupled to correspond to the camera position of the user terminal 200. The portable lens 10 may be attached to the camera of the user terminal 200 to serve as a device to help the user to enlarge and take a picture of a specific area of the skin. In addition, the portable lens 10 may be an equipment for making a photograph have a size and resolution suitable for inspection.

The external shape of the portable lens 10 has a shape of a semi-transparent cylinder having a preset diameter. The preset diameter may correspond to the size of the camera of the user terminal 200, but generally may be a diameter for the image captured by the user terminal 200 to have a preset size.

When taking a picture through the portable lens 10, the portable lens 10 is made of a translucent polymer resin such as polypropylene (PP), polyethylene terephthalate (PET), etc. so that the interior does not become a dark room. Can be formed.

A lens having a preset magnification may be formed on a lower surface of the cylinder of the portable lens 10, so that a photographed image may have a preset resolution (image quality). Conversely, the upper surface may have a structure that can be combined with the camera of the user terminal.

As a further embodiment, the diameter of the portable lens 10 and the magnification of the lens may vary according to the camera specifications of the user terminal 200. For example, in the case of a high-end camera, a lens with a lower magnification may be attached.

The user terminal 200 takes a picture of the skin input from the user, and operates the first user information, which is an image with skin condition information, and the second user information about lifestyle obtained through an interview, together with the terminal ID. It transmits to the server 300, and the user terminal 200 receives the first and second diagnosis results obtained from the operation server 300 based on the first and second user information, and the management method.

The first user information is an image of any one or more of the user's forehead, nose, cheek, chin, and eye area using the portable lens 10, and cleans the cosmetics remaining on the skin by washing the user's skin. After removing and applying additional skin care, such as skin (toner), lotion, essence, etc., it is maintained at room temperature for 1 hour to 3 hours, and then photographed to obtain an image. If the skin is kept for less than 1 hour, it is difficult to accurately identify pores due to skin friction and moisture formed during the cleansing process, and if the skin is kept at room temperature for more than 3 hours, a large amount of moisture in the skin is evaporated. It can be confirmed with worse results than real skin. Preferably, it can be measured after holding about 2 hours, more preferably, holding and measuring 1 hour and 30 minutes in spring and autumn, holding and measuring 2 hours in summer, and 1 hour and 15 minutes in winter. Can be maintained and measured.

The user terminal 200 stores the first user information acquired by photographing one or more of the user's forehead, nose, cheek, chin, and eye area after maintaining a predetermined time after washing face to the integrated database unit 400. Can be saved.

Referring to FIG. 4, the second user information may be provided in the form of a questionnaire including a question as a content related to a user's lifestyle including height, weight, and number of face wash. For each question, the question includes basic information on the user's body along with lifestyle habits such as the user's facial cleansing method, sleep, drinking, exercise, and skin care, and is configured in the form of multiple choices. The answer to the above question can be quantified, and evaluated as a numerical value for each item and calculated as a second diagnosis result.

For example, in the second user information, the operation server may quantify questions related to the height and weight of the user according to the degree of deviation from the range based on the standard body type and calculate the score as a score. In addition, in the second user information, the operation server may calculate a number of multiple-choice answers to each question as a score for questions related to life habits in the second user information.

The operation server uses AI, etc., extracts those that are largely out of the center of the answers to these questions, and presents the double problem as a formalized phrase, so that the second diagnosis result can be displayed as a phrase along with the numerical value. have.

By reflecting the second user information input from the user terminal 200 together with the first user information and reflecting it in the user's lifestyle, it is possible to perform skin care more effectively.

Referring to FIG. 5, the operation server 300 uses the first and second user information stored in the integrated database unit 400 by the user terminal 200, and is stored in the integrated database unit 400. The first and second diagnosis results may be compared with the first and second source information, and a management method according to the first and second diagnosis results may be calculated. The operation server 300 stores the calculated first and second diagnosis results and management methods in the integrated database unit 400, and the first and second diagnosis results and management methods stored in the integrated database unit 400 May be output to the user terminal 200 at a preset time through the operation server 300 according to the unique ID of the user terminal 200.

The operation server 300 may include a communication module 310, a memory 320 and a processor 330.

The communication module 310 provides a communication interface necessary for providing a transmission/reception signal between the operation server 300 and the user terminal 200 in the form of packet data in connection with a communication network. In addition, the communication module 310 may receive a data request from the user terminal 200 and transmit data as a response thereto. For example, the communication module 310 may be a device including hardware and software necessary to transmit/receive a signal such as a control signal or a data signal through a wired or wireless connection with another network device.

In the memory 320, a program for calculating the first and second diagnosis results and a management method is recorded by the operation server 300 using the first and second user information and the first and second source information. . The memory 320 may include a magnetic storage medium or a flash storage medium, but the scope of the present invention is not limited thereto.

The processor 330 is a central processing unit and controls the entire process for the operation server 300 to calculate the first and second diagnosis results and management methods.

6 is a flowchart illustrating a method of providing a skin type customized integrated service using the above-described skin type customized integrated service providing system.

6 shows a method of providing a skin type customized integrated service using a camera of a user terminal equipped with a portable lens. In the method of providing a skin type customized integrated service, the user terminal through the camera, after washing The user's forehead, nose, cheek, chin, and eye area, which are maintained for 1 to 3 hours, are captured to acquire first user information, and the user terminal receives the user's answer to the previously stored question. A first step (S110) of acquiring second user information by using and storing the first and second user information in an integrated database unit; The operation server receives the first user information from the integrated database and compares it with preset first source information to calculate a first diagnosis result for at least one of the user's forehead, nose, cheek, chin, and eye area. , The operation server receives the second user information and compares it with preset second source information to calculate a second diagnosis result, and calculates a user management method by synthesizing the first and second diagnosis results. Step S120; A third step (S130) of transmitting, by the operation server, first and second diagnosis results and management methods, and cosmetic recommendation information according to the first and second diagnosis results and management methods to the user terminal; And a fourth step (S140) of providing an alarm for a first period to the management method through the user terminal.

7 is a diagram schematically illustrating first and second diagnosis results and a management method according to an embodiment of the present invention, and FIG. 8 is a diagram illustrating an example of a specific management method provided during the first period of FIG. 7. 9 is a diagram illustrating an example of a diagnosis result for each part of FIG. 7.

Referring to FIG. 7, in the second step, the first diagnosis result is based on wrinkles, troubles, pigmentation, pores, elasticity, oil, sensitivity, and angular mass for each of the forehead, nose, cheek, chin, and eye area. It is evaluated and calculated, and the second diagnosis result may be calculated by evaluating the user's facial cleansing habits, skin care, outdoor activities, working environment, exercise habits, eating habits, sleeping habits, and drinking.

The management method may consist of comprehensive management of managing lifestyles by synthesizing the first and second diagnosis results, and daily management providing a method of washing and moisturizing during a first period.

The comprehensive management includes a cleansing method including the number of times of cleansing, a method of using a cleansing agent, a pack peeling method for performing a pack or peeling, an exercise method including exercise information and recommended exercise, a sleep method including a sleep method, skin, essence, It may include a moisturizing method for skin using one or more of the creams, a stress management method for managing stress, an eating habit evaluation method for eating habits, and a drinking evaluation method for drinking.

Referring to FIG. 8, the daily management may provide one or more of a cleansing method, a pack peeling method, and a moisturizing method on a daily basis during the first period. The first period may consist of at least one of 7 days, 14 days, and 30 days, and may be provided by synthesizing the first and second diagnosis results. The daily management may provide a management method for each day using one or more of a cleansing method, a moisturizing method, and a mask (scrub).

Referring to FIG. 9, in the method for providing a skin type customized integrated service according to the present embodiment, the operation server is a first user according to any one or more of the forehead, nose, cheek, chin, and eye area transmitted through the user terminal. Using the information and the first source information, the first diagnosis result is calculated for each specific area's individual pore size, number of pores, skin texture, acne pimples, keratin in the microscopic area, fizz in the pores, keratin around the pores, redness, and capillary expansion. can do. In addition, the operation server uses the levels of individual pore size, number of pores, skin texture, acne acne, fine surface dead skin cells, fizz inside pores, dead skin cells around pores, and redness for each specific area. Numerical scores can be calculated. 9 is an example showing the results for the forehead.

10 is a photograph showing an item of detailed evaluation for skin taken through a portable microscope according to an embodiment of the present invention. 11 is an example of first source information on pore size, number of pores, skin texture, acne acne, and keratin of the skin in FIG. 10. FIG. 12 is an example showing first source information on pore endosebum, peripore keratin, redness, and capillary expansion of FIG. 10.

10 to 12, in the second step, in the second step, the operation server is the pore size and number of pores according to the first user information for each of the forehead, nose, cheek, chin, and eye area. , Skin texture, acne acne, keratin, keratin in the pores, keratin around the pores, redness and capillary expansion are evaluated in detail by comparing them with the first source information, and the operation server performs a detailed evaluation of the forehead and nose based on the detailed evaluation. , For each cheek, chin, and eye area, the numerical results can be calculated by determining oil, moisture, sensitivity, and dead skin cells as scores. In addition, the operation server may provide a general review for each of the forehead, nose, cheek, chin and eye area according to the detailed evaluation and numerical results. The general review may include any one of dry, sensitive, oily, complex, and neutral depending on the user's skin type.

The pore size, number of pores, skin texture, acne pimples, keratin of the skin, sebum in the pores, keratin around the pores, redness and capillary expansion are secured through the first user information, forehead, nose, cheeks, chin, and eye area Detailed evaluation can be performed individually using each image.

In the numerical results, the oil content is converted to a score using detailed evaluation of pore size, number of pores, and intra-pore sebum, and the moisture is converted into a score using detailed evaluation of skin texture and acne, and the sensitivity is It is converted into a score by using the detailed evaluation of redness and capillary dilatation, and the keratin can be converted into a score using the detailed evaluation of the skin surface keratin and peripore keratin.

For example, the pore size is composed of five levels from the first level 1 to the first level, and is given a score of 1 to 5 points, and the number of pores is 5 from the second level 1 to the second level. Since it is composed of a level, it is given a score of 1 to 5 points, and the pore endosebum is composed of the 6th level 1 and the 6th level 2, which is given as a score of 2.5 points and 5 points, respectively, and the average value is said. Numerical results can be displayed.

The operation server includes image analysis means and AI, and the forehead, nose, cheek, chin, and eye area are each imaged using the image analysis means and Al. It can analyze the keratin of the skin, the sebum in the pores, the keratin around the pores, redness, and the expansion of capillaries.

The pore size may be determined by sampling pores located in the center from the image obtained from the first user information. The pore size may be calculated by measuring the diameter of the pore and the diameter of the skin hair using the first user information provided as an image, and comparing the diameter of the pore with the diameter of the skin hair. For example, the operation server may smooth the histogram in order to simplify the image using the image analysis means. The histogram smoothing refers to an operation of equalizing the color density by leveling pixels having various density levels appearing in a photographed image and displaying them on a monitor. Subsequently, the number of image pixels constituting the pores and the number of image pixels constituting the skin hair may be counted to evaluate the diameter of the pore size relative to the diameter of the skin hair.

The pore size is the first level 1 when there are no pores in the image, or when the diameter of the pores is less than 0.5 times the diameter of the skin hair, the diameter of 10 or more pores is 0.5 times to 1.5 times the diameter of the skin hair. In case the first level 2, when the diameter of 10 or more pores is more than 1.5 to 2.5 times the diameter of the skin hair, the first level 3, when the diameter of 10 or more pores is more than 2.5 to 3.5 times the diameter of the skin hair When the first level 4 and the diameter of 10 or more pores exceed 3.5 times the diameter of the skin hair, detailed evaluation may be performed at the first level 5.

The number of pores may be determined by checking the number of pores having a diameter of 1 or more times the diameter of the skin hair in the image obtained from the first user information. For example, after checking the diameter of the skin hair and the diameter of the pores using the method for checking the pore size described above, the number of pores can be counted only for the pores having a diameter of 1 or more times the diameter of the skin hair. . The number of pores is a second level 1 when there are no pores having a diameter of 1 or more times the diameter of the skin hair in the image, a second level 2 when there are 1 to 7, and a second level when there are 8 to 12. In the case of 2

levels

3, 13 to 17, the detailed evaluation may be performed as the second level 4, and in the case of 18 or more, the detailed evaluation may be performed at the second level.

For the skin texture, it is possible to check the presence or absence of a skin texture in the form of a hairline connected based on an area of 10% or more with respect to the total area of the image obtained from the first user information. The skin texture may appear in the form of a hairline having a depth as a portion of the skin having roughness. The skin texture can be measured by counting the number of pixels in the image as the shape of the hairline of the image as the pore size is measured. When the number of hairline-shaped image pixels is counted, when there is no skin texture in an area of 10% or more, the thickness of the skin texture is 0.5 to 1.5 times the thickness of the skin hair at the third level 1, and in an area of 10% or more. In the case of 3rd level 2, when the thickness of the skin grain is more than 1.5 to 2.5 times the thickness of the skin hair in the area of the

third level

2, 10% or more, the thickness of the grain of the skin in the area of the

third level

3, 10% or more is the thickness of the skin hair. If the thickness of the skin is greater than 2.5 to 3.5 times, the third level is 4, and if the thickness of the skin texture is more than 3.5 times the thickness of the skin hair, the detailed evaluation can be performed at the third level.

For the acne acne, if there are no whiteheads and blackheads, a fourth level 1, if only whiteheads are present, a fourth level 2, and if both whiteheads and blackheads are present, a detailed evaluation is performed as a fourth level3. I can.

The skin surface keratin is a fifth level 1 when there is no keratin in the total area of the image obtained from the first user information, and a fifth level 2 when the total area of the image is greater than 0% to less than 30%, If there is an area of more than 30% and less than 100% of the total area of the image, detailed evaluation may be performed at the fifth level. The skin keratin refers to keratin formed irrespective of the pores, and refers to all keratins other than the keratin around the pores.

The sebum in the pores is a reference sample when sebum is filled with a volume of 80% to 100% in the pores in the entire image obtained from the first user information, but when there is no sebum in the pores filled with a volume of 80% to 100% In the case of at least one of the sixth level 1 and at least one filled with a volume of 80% to 100% of sebum in the pores, detailed evaluation may be performed at the sixth level 2. The sebum in the pores can be checked by counting the number of pixels in the image similar to the method of measuring the pore size.

For the keratin around the pores, a detailed evaluation may be performed at level 1 when there is no keratin around the pores in the image obtained from the first user information, and at level 2 when there is keratin around the pores. The peripore keratin refers to a form provided in connection with the pores around the pores.

The redness indicates the degree of redness on the skin, and can be determined by the color and area indicated on the skin. For the redness, L*, a*, and b* values are measured using a chromameter or spectrophotometer with respect to the total area of the image obtained from the first user information, and in the total area of the image If a* is less than 15, the eighth level 1, if a* is 15 to 17, the eighth level 2, with respect to the total area of the image in the area of more than 0% to 30% or less of the total area of the image If a* is 15 to 17 in an area of more than 30% to 100% or less, level 3 is 8, and if a* is greater than 17 in an area of more than 0% to 30% of the total area of the image 8 Level 4 If a* is greater than 17 in an area of more than 30% to less than 100% of the total area of the image, detailed evaluation may be performed at the eighth level.

In the case of the capillary dilatation, if there is no capillary expansion phenomenon in the image obtained from the first user information, a detailed evaluation may be performed at a ninth level 1, and if there is a confirmed phenomenon in the capillary tube, a detailed evaluation may be performed at the ninth level. In the case of telangiectasia, an average of the total size of the capillary is determined based on the image with the naked eye, and when it exceeds 10% of the average size, the capillary expansion is considered to have occurred.

Referring to FIG. 13, in the method for providing a skin type customized integrated service according to an embodiment of the present invention, cosmetic recommendation information may be provided by the product information database unit 500 in the third step. The integrated database unit 400 includes first and second user information, which is information related to a user's skin image and lifestyle, first and second source information, which are criteria for determining the first and second user information, and the First and second diagnosis results and management methods for transmission to the user terminal may be stored and provided. The product information database unit 500 may include information related to cosmetics. The product information database unit 500 may include information on harmful ingredients for each skin according to skin types and information on ingredients for each product for sale. The integrated database unit 400 and the product information database unit 500 may be managed by being connected to the operation server.

In the third step, for the cosmetic recommendation information, the operation server builds a product information database unit 500 for each ingredient of the cosmetic product, for each harmful ingredient for each skin according to the skin type and for the ingredients included for each product included in each product. The step of doing; According to the user's skin type determined according to the first and second diagnosis results, the product information database unit 500 determines harmful ingredients for each user using the harmful ingredients for each skin stored in the product information database unit 500. Comparing the ingredients for each product stored in) and the harmful ingredients for each user; And assigning a first priority of products in the order in which each product contains less harmful ingredients for each user, and outputting the products to the user terminal according to the first priority of the assigned products.

That is, the cosmetic recommendation information corresponds to the user among harmful ingredients for each skin included in the product information database unit 500 according to the user's skin type determined by the operation server according to the first and second diagnosis results. Determine harmful ingredients for each user.

14 is a diagram schematically illustrating a method of calculating harmful components for each user stored in the product information database of FIG. 13. 15 is a view schematically showing the outer surface of the wrapping paper according to an embodiment of the present invention.

Referring to FIG. 14, the harmful ingredients for each user may be compared with the ingredients included for each product included in each product, and a first priority may be given. For example, the harmful ingredients for each skin may be classified into scores of 1 to 5 points for each component of the cosmetic according to a skin type and stored in the product information database unit 500. Subsequently, for each component of the component contained by each product, a score of the harmful component for each skin is assigned to the component corresponding to the harmful component for each user, and the first priority for the product can be determined according to the score. .

As for the harmful ingredients for each skin stored in the product information data unit, a score between 1 and 5 points is assigned for each harmful ingredient according to dryness, sensitivity, oiliness, combination, and neutrality. In addition, for the harmful ingredients for each skin, scores are designated according to the degree of oil, such as oil 1 and oil 2, and the scores are designated according to the degree of moisture, and the score is also designated according to the degree of sensitivity and dead skin cells. .

Therefore, the score of the harmful ingredients assigned by classifying dryness, sensitivity, oiliness, complexity, and neutrality in the overall evaluation obtained according to the user's first and second diagnosis results, and the numerical value obtained from the numerical results of the detailed evaluation for each part. By reflecting each score, an average score for each of harmful ingredients, harmful ingredients 1, and harmful ingredients 2 is assigned, and the harmful ingredients for each user are determined by reflecting this.

That is, the harmful ingredients for each user according to the present embodiment are not simply reflecting only general skin types such as dry, sensitive, oily, complex, and neutral, but also given individual scores for oil, moisture, sensitive, and dead skin cells, and determined by averaging them. It can be determined to be more user-customized.

Referring to FIG. 15, the cosmetic recommendation information may output a product suitable for each user to a user terminal. The product is provided as a disposable package for any one or more of skin, essence, lotion, and cream according to the management method, reflecting the first priority of the product, and is divided into daily for morning and evening use during the first period. As a result, it may be provided by receiving the disposable package in a wrapping paper in the form of a medicine bag.

The disposable package may be divided and provided for each specific area, such as forehead, nose, cheek, chin, and eye area, as well as for the entire skin. Any one or more of a use order number, a use date, and a specific use area may be displayed on at least one of the wrapping paper and the disposable package. For example, in the case of FIG. 15, the date of use is written on the outer surface of the wrapping paper, and products for washing faces twice and three steps of moisturizing as a disposable package may be separately provided and stored inside the wrapping paper. Accordingly, the user can easily use it by checking the mark on the outer surface of the wrapping paper according to the date described in the management method.

According to another embodiment of the present invention, the operation server may further include receiving, by the operation server, the user's feedback data for the product provided according to the first priority, to the product information database unit.

The operation server may assign a second priority by reflecting the user's feedback data to the first priority, and output a product according to the second priority to the user terminal.

For products provided according to the first priority, the user terminal may store feedback data on the user's intention to repurchase the product in the product information database unit 500. Accordingly, the operation server may modify the first priority by reflecting the padback data stored in the product information database unit 500 to give a second priority to the product. The second priority may be given by transmitting padback data one or more times, and products according to the second priority may be output to the user terminal. In addition, the padback data may be stored together with the unique ID of the user terminal so that it is equally reflected on the same user terminal.

According to another embodiment of the present invention, an image generated by scanning a barcode of a cosmetic product distributed through a camera of the user terminal may be converted into code information and transmitted to the product information database unit.

The product information database unit identifies the product component of the product corresponding to the cosmetic product from the code information, and the operation server compares the product-specific component identified in the cosmetic product and the harmful component per user to the user terminal. It may further include providing a level grade.

In addition, the operation server may further include storing additional information on the cosmetic product for sale in the product information database and providing the additional information to the user terminal.

The additional information includes at least one or more of price comparison information, detailed information on sale cosmetics, and product reviews for the cosmetics for sale, and the product information database unit receives the code information and searches for additional information linked to the code information, The searched additional information may be acquired and provided to the user terminal.

In the method for providing a skin type customized integrated service according to the present embodiment, cosmetics can be recommended using a product according to the user's skin type determined based on the first and second user information received from the user terminal. It is also possible to provide a level grade to the user terminal by identifying the cosmetics for sale entered in.

For example, the input cosmetic product may be compared with a product stored in the product information database to determine the components included for each product for the entered cosmetic product. Subsequently, a level grade may be provided to the user terminal by giving a ranking by comparing the components contained by products of the cosmetic product for sale with the harmful components for each user. The level grade of the cosmetic product for sale may be performed similarly to the method of assigning the first order of the product.

The operation server may further include storing additional information on the cosmetic product for sale in the product information database unit, and providing the additional information to the user terminal.

In the fourth step, the first period may consist of at least one of 7 days, 14 days, and 30 days. The operation server provides the management method as a push alarm to the user terminal at least once per day during the first period, and the operation server performs execution status data according to the user's management method for each date entered by the user terminal. And outputting, to the user terminal, a calendar including information for each date including the execution status data.

Referring to FIG. 16, the push alarm transmitted to the user terminal is described in the management method for each date, and the user terminal can check whether it is executed or not. The information recorded in this way may be stored in the integrated database unit in the user terminal and transmitted to the operation server through the integrated database unit.

The calendar includes a date part in which a date is recorded, a management method record part in which a title of a management method corresponding to a date in the date part is recorded, and a user's execution status data for the management method provided through the user terminal. The display unit and the operation server may be displayed as a rating display unit for assigning a grade according to the user's performance status data displayed on the performance display unit.

According to another embodiment of the present invention, the operation server may further include receiving one or more of temperature, humidity, fine dust, and ultraviolet index according to the weather information by communicating with the external weather server.

The operation server is the reference received on the date of acquiring the first user information for any one or more of the first temperature, the first humidity, the first fine dust, and the first UV index received for each date during the first period. Compared with temperature, reference humidity, reference fine dust, and reference ultraviolet index, and at least one of the first temperature, first humidity, first fine dust, and first ultraviolet index is the reference temperature, reference humidity, and reference fine Compared with the dust and the reference UV index, if it is out of a preset range, the operation server may further calculate an additional management method for the user and output it to the user terminal.

For example, when the first temperature is higher than the reference temperature by 5° C. or more, the operation server may reduce the amount of use of cream or the like in the second step of moisturizing in the additional management method and deliver it to the user terminal. In addition, when the first humidity is reduced to 10% or more than the reference humidity, the operation server may add a mask pack in the additional management method and transmit it to the user terminal. In addition, when the first fine dust is bad compared to the reference fine dust, the operation server may transmit an additional management method to the user terminal by adding the number of times of washing faces. When the first UV index is higher than the reference UV index, a mask pack for lowering the temperature of the skin may be delivered to the user terminal as an additional management method.

In this embodiment, the operation server communicates with the weather information by communicating with the external weather server a reference temperature, reference humidity, reference fine dust, and a reference UV index based on the time when the first user information is transmitted by the user terminal. It may be stored in the integrated database unit together with the first user information. Subsequently, the operation server stores the first temperature, the first humidity, the first fine dust, and the second ultraviolet indices for each date during the first period, and the reference temperature, the reference humidity, the standard fine dust, and the reference ultraviolet index stored in the integrated database unit. Compared with, it is possible to determine whether it corresponds to a preset range stored in the integrated database unit. When the first temperature, the first humidity, the first fine dust and the second UV index are out of the preset range, the operation server transfers an additional management method corresponding to each case from the integrated database unit to the user terminal. do.

Accordingly, the method for providing a skin type customized integrated service according to the present embodiment can flexibly respond to changes in the environment, and thus can manage the skin more effectively.

Those of ordinary skill in the art to which the present invention pertains will appreciate that the present invention can be implemented in other specific forms without changing the technical spirit or essential features thereof. Therefore, it should be understood that the embodiments described above are illustrative and non-limiting in all respects. The scope of the present invention is indicated by the scope of the claims to be described later rather than the detailed description, and all changes or modified forms derived from the meaning and scope of the claims and the concept of equivalents thereof are included in the scope of the present invention. It must be interpreted.

(Explanation of code)

10: portable camera

200: user terminal

300: Operation server

400: integrated database unit

Claims

In a method of providing an integrated service tailored to skin type using a camera of a user terminal equipped with a portable lens,

The user terminal acquires first user information by capturing one or more images of the user's forehead, nose, cheek, chin, and eye area maintained for 1 to 3 hours after washing through the camera, and the user terminal A first step of acquiring second user information by using a user's answer to a previously stored question and storing the first and second user information in an integrated database unit;

The operation server receives the first user information from the integrated database and compares it with preset first source information to calculate a first diagnosis result for at least one of the user's forehead, nose, cheek, chin, and eye area. , The operation server receives the second user information and compares it with preset second source information to calculate a second diagnosis result, and calculates a user management method by synthesizing the first and second diagnosis results. step;

A third step of transmitting, by the operation server, first and second diagnosis results and management methods, and cosmetic recommendation information according to the first and second diagnosis results and management methods to the user terminal; And

A method for providing a skin type customized integrated service comprising: a fourth step of providing an alarm for a first period of time to the management method through the user terminal.
The method of claim 1,

In the second step,

The first diagnosis result is calculated by evaluating each of the forehead, nose, cheeks, chin, and eye area as wrinkles, troubles, pigmentation, pores, elasticity, oil, sensitivity, and angular mass,

The second diagnosis result is calculated by evaluating the user's facial cleansing habits, skin care, outdoor activities, working environment, exercise habits, eating habits, sleeping habits, and drinking,

The management method consists of comprehensive management for managing lifestyle by synthesizing the first and second diagnosis results, and daily management providing a method of washing and moisturizing during the first period,

The comprehensive management includes a cleansing method including the number of times of cleansing, a method of using a cleansing agent, a pack peeling method for performing a pack or peeling, an exercise method including exercise information and recommended exercise, a sleep method including a sleep method, skin, essence, Including a moisturizing method for skin using one or more of the creams, a stress management method for managing stress, an eating habit evaluation method for eating habits, and a drinking evaluation method for drinking,

The daily management is a method for providing an integrated service tailored to skin types that provides at least one of a cleansing method, a pack peeling method, and a moisturizing method on a daily basis during the first period.
The method of claim 1,

In the second step,

The operation server is based on the first user information for each of the forehead, nose, cheeks, chin, and eye area. The capillary expansion is evaluated in detail by comparing it with the first source information,

The operation server obtains numerical results by determining oil content, moisture, sensitivity, and dead skin cells for each of the forehead, nose, cheeks, chin, and eye area based on the detailed evaluation.

The operation server provides a skin-type customized integrated service providing a general review for each of the forehead, nose, cheek, chin and eye area according to the detailed evaluation and numerical results.
The method of claim 3,

The pore size is determined by sampling the pores located in the center from the image obtained from the first user information, but if there are no pores in the image, the first level 1, the diameter of 10 or more pores is 0.5 to 1.5 times the diameter of the skin hair. In case the first level 2, when the diameter of 10 or more pores is more than 1.5 to 2.5 times the diameter of the skin hair, the first level 3, when the diameter of 10 or more pores is more than 2.5 to 3.5 times the diameter of the skin hair If the diameter of the first level 4 and 10 or more pores is more than 3.5 times the diameter of the skin hair, a detailed evaluation is performed at the first level 5,

The number of pores is determined by checking the number of pores having a diameter of at least 1 times the diameter of the skin hair in the image obtained from the first user information, but pores having a diameter of at least 1 times the diameter of the skin hair in the image If there is no, the second level is 1, in the case of 1 to 7, the second level is 2, in the case of 8 to 12, the second level is 3, in the case of 13 to 17, the second level is 4, and in the case of 18 or more, the second level is 2 Perform a detailed evaluation to level 5,

The skin texture is checked for the presence or absence of skin texture in the form of a hairline connected based on an area of 10% or more with respect to the total area of the image obtained from the first user information. If there is no grain, the thickness of the skin grain in the area of the third level 1, 10% or more is 0.5 to 1.5 times the thickness of the skin hair, the grain thickness of the skin in the area of the third level 2, 10% or more is the thickness of the skin hair. If the thickness is greater than 1.5 to 2.5 times, the third level is 3, and in the case of the area of 10% or more, the thickness of the skin texture is more than 2.5 times to 3.5 times the thickness of the skin hair, the third level is 4, in the case of 10% or more. If the thickness of the skin texture is more than 3.5 times the thickness of the skin hair, a detailed evaluation is performed at the 3rd level.

For the acne acne, if there are no whiteheads and blackheads, a fourth level 1, if there is only a whitehead, a fourth level 2, and if all of the whiteheads and blackheads are present, a detailed evaluation is performed. ,

The skin surface keratin is a fifth level 1 when there is no keratin in the total area of the image obtained from the first user information, and a fifth level 2 when the total area of the image is greater than 0% to less than 30%, If there is an area of more than 30% and less than 100% of the total area of the image, a detailed evaluation is performed at the 5th level,

The sebum in the pores is a reference sample when sebum is filled with a volume of 80% to 100% in the pores in the entire image obtained from the first user information, but when there is no sebum in the pores filled with a volume of 80% to 100% In the case of the 6th level 1, if there is more than one filled with 80% to 100% volume of sebum in the pores, a detailed evaluation is performed at the 6th level 2,

For the keratin around the pores, if there is no keratin around the pores in the image obtained from the first user information, a detailed evaluation is performed at the 7th level 1, and if there is keratin around the pores, the detailed evaluation is performed at the 7th level,

For the redness, L*, a*, and b* values are measured using a chromameter or spectrophotometer with respect to the total area of the image obtained from the first user information, and in the total area of the image If a* is less than 15, the eighth level 1, if a* is 15 to 17, the eighth level 2, with respect to the total area of the image in the area of more than 0% to 30% or less of the total area of the image If a* is 15 to 17 in an area of more than 30% to 100% or less, level 3 is 8, and if a* is greater than 17 in an area of more than 0% to 30% of the total area of the image 8 Level 4, if a* is greater than 17 in an area of more than 30% to less than 100% of the total area of the image, detailed evaluation is performed at the 8th level,

The method for providing a skin-type customized integrated service for the capillary dilatation in which detailed evaluation is performed at level ninth level 1 when there is no capillary expansion phenomenon in the image obtained from the first user information, and level 2 when capillary tube is confirmed.
The method of claim 1,

In the third step, the cosmetic recommendation information,

Building, by the operation server, a product information database unit for each ingredient of cosmetics, for each ingredient of each product, which is each ingredient included in each product and harmful ingredients for each skin according to the skin type;

According to the user's skin type determined according to the first and second diagnosis results, harmful ingredients for each user are determined using the harmful ingredients for each skin stored in the product information database, and included for each product stored in the product information database. Comparing the ingredients and the harmful ingredients for each user; And

Including; in each product, assigning the first order of products in the order in which the harmful ingredients are less contained for each user, and outputting the products to the user terminal according to the first order of the assigned products; Including,

The harmful ingredients for each skin are divided into scores of 1 to 5 points for each component of the cosmetic according to the skin type,

For each component of the ingredients contained in each product, a score of the harmful ingredient for each skin is assigned to the ingredient corresponding to the harmful ingredient for each user,

A method of providing an integrated service tailored to skin type to determine the first priority for the product according to the score.
The method of claim 5,

The product is provided as a disposable package for any one or more of skins, essences, lotions, and creams according to the management method, reflecting the first priority of the product,

It is divided by date during the first period, and is provided by receiving the disposable package in a packaging paper in the form of a medicine bag,

A method for providing a skin type customized integrated service in which at least one of the wrapping paper and the disposable package displays at least one of the order of use, the date of use, and a specific area of use.
The method of claim 5,

The operation server further comprises the step of receiving feedback data of the user for the product provided according to the first priority to the product information database unit,

The operation server assigns a second priority by reflecting the user's feedback data to the first priority, and outputs a product according to the second priority to the user terminal.
The method of claim 5,

A product corresponding to the cosmetic product for sale from the code information by converting the generated image to code information by scanning the barcode of the cosmetic product distributed through the camera of the user terminal and transmitting it to the product information database unit. The method for providing a skin type customized integrated service further comprising the step of identifying an ingredient for each product of, and providing a level grade to the user terminal by comparing, by the operation server, the ingredient for each product identified in the cosmetics for sale and the harmful ingredient for each user. .
The method of claim 8,

The operation server further comprises the step of storing additional information on the cosmetics for sale in the product information database unit, and providing the additional information to the user terminal,

The additional information includes at least one or more of price comparison information, detailed information of the cosmetics for sale, and a product review for the cosmetics for sale,

The product information database unit receives the code information, searches for additional information linked to the code information, obtains the searched additional information, and provides the searched additional information to the user terminal.
The method of claim 1,

In the fourth step,

The first period consists of at least one of 7 days, 14 days and 30 days,

The operation server provides the management method as a push alarm to the user terminal at least once per day during the first period,

The operation server receives execution status data according to the user's management method for each date input by the user terminal,

The method of providing a skin type customized integrated service further comprising outputting, to the user terminal, a calendar including date-specific information including the execution status data.
The method of claim 10,

The calendar,

The date on which the date was recorded,

A management method recorder in which the title of the management method corresponding to the date of the date is recorded,

A performance display unit that displays data on whether or not the user has performed the management method provided through the user terminal, and

A method for providing a skin type customized integrated service comprising a rating display unit for assigning a grade according to the user's performance status data displayed on the performance display unit by the operation server.
The method of claim 1,

The operation server further comprises the step of receiving any one or more of temperature, humidity, fine dust and ultraviolet index according to the weather information by communicating with the external weather server,

The operation server is the reference received on the date of acquiring the first user information for any one or more of the first temperature, the first humidity, the first fine dust, and the first UV index received for each date during the first period. Compared with temperature, reference humidity, reference fine dust, and reference UV index,

The operation when any one or more of the first temperature, first humidity, first fine dust, and first UV index exceeds a preset range compared with the reference temperature, reference humidity, reference fine dust, and reference UV index. The server further calculates an additional management method for the user and provides a skin type customized integrated service that is output to the user terminal.
In a system that provides an integrated service tailored to skin type using a camera of a user terminal equipped with a portable lens,

The user terminal acquires first user information by capturing one or more images of the user's forehead, nose, cheek, chin, and eye area maintained for 1 to 3 hours after washing through the camera, and the user terminal An integrated database unit that acquires second user information by using a user's answer to a previously stored question and stores the first and second user information; And

The integrated database unit receives the first user information and compares it with preset first source information to calculate a first diagnosis result for at least one of the user's forehead, nose, cheek, chin, and eye area, and the integration An operation server that receives the second user information from the database unit, calculates a second diagnosis result by comparing it with preset second source information, and calculates a user management method by synthesizing the first and second diagnosis results; Done,

The operation server transmits the first and second diagnosis results and management method, and cosmetic recommendation information according to the first and second diagnosis results and management method to a user terminal, and for the management method through the user terminal. An integrated service providing system tailored to skin types, including providing an alarm during the first period.
The method of claim 1,

The first diagnosis result was evaluated as wrinkles, troubles, pigmentation, pores, elasticity, oil, sensitivity, and angular mass for each of the forehead, nose, cheeks, chin, and eye area,

The second diagnosis result is evaluated by the user's facial cleansing habits, skin care, outdoor activities, working environment, exercise habits, eating habits, sleeping habits, and drinking,

The management method consists of comprehensive management for managing lifestyle by synthesizing the first and second diagnosis results, and daily management providing a method of washing and moisturizing during the first period,

The comprehensive management includes a cleansing method including the number of cleansing faces, a method of using a cleansing agent, a pack peeling method for performing a pack or peeling, an exercise method including exercise information and recommended exercise, a sleep method including a sleep method, skin, essence, Including a moisturizing method for skin using one or more of the creams, a stress management method for managing stress, an eating habit evaluation method for eating habits, and a drinking evaluation method for drinking,

The daily management is a skin type customized integrated service providing system including at least one of a cleansing method, a pack peeling method, and a moisturizing method on a daily basis during the first period.
The method of claim 13,

The first user information, the operation server for each of the forehead, nose, cheeks, chin, and eye area, pore size, number of pores, skin texture, acne acne, keratin, keratin in the pores, keratin around pores, redness, and The capillary expansion is evaluated in detail by comparing it with the first source information,

The operation server obtains numerical results by determining oil content, moisture, sensitivity, and dead skin cells for each of the forehead, nose, cheeks, chin, and eye area based on the detailed evaluation.

The operation server is a skin type customized integrated service providing system that provides a general review for each of the forehead, nose, cheek, chin and eye area according to the detailed evaluation and numerical results.
The method of claim 15,

The pore size is determined by sampling the pores located in the center from the image obtained from the first user information, but if there are no pores in the image, the first level 1, the diameter of 10 or more pores is 0.5 to 1.5 times the diameter of the skin hair. In case the first level 2, when the diameter of 10 or more pores is more than 1.5 to 2.5 times the diameter of the skin hair, the first level 3, when the diameter of 10 or more pores is more than 2.5 to 3.5 times the diameter of the skin hair If the diameter of the first level 4 and 10 or more pores is more than 3.5 times the diameter of the skin hair, a detailed evaluation is performed at the first level 5,

The number of pores is determined by checking the number of pores having a diameter of at least 1 times the diameter of the skin hair in the image obtained from the first user information, but pores having a diameter of at least 1 times the diameter of the skin hair in the image If there is no, the second level is 1, in the case of 1 to 7, the second level is 2, in the case of 8 to 12, the second level is 3, in the case of 13 to 17, the second level is 4, and in case of 18 or more, the second level is 2 Perform a detailed evaluation to level 5,

The skin texture is checked for the presence or absence of skin texture in the form of a hairline connected based on an area of 10% or more with respect to the total area of the image obtained from the first user information. If there is no grain, the thickness of the skin grain in the area of the third level 1, 10% or more is 0.5 to 1.5 times the thickness of the skin hair, the grain thickness of the skin in the area of the third level 2, 10% or more is the thickness of the skin hair. If the thickness is greater than 1.5 to 2.5 times, the third level is 3, and in the case of the area of 10% or more, the thickness of the skin texture is more than 2.5 times to 3.5 times the thickness of the skin hair, the third level is 4, in the case of the area of 10% or more. If the thickness of the skin texture is more than 3.5 times the thickness of the skin hair, a detailed evaluation is performed at the 3rd level.

For the acne acne, if there are no whiteheads and blackheads, a fourth level 1, if there is only a whitehead, a fourth level 2, and if all of the whiteheads and blackheads are present, a detailed evaluation is performed. ,

The skin surface keratin is a fifth level 1 when there is no keratin in the total area of the image obtained from the first user information, and a fifth level 2 when the total area of the image is greater than 0% to less than 30%, If there is an area of more than 30% and less than 100% of the total area of the image, a detailed evaluation is performed at the 5th level,

The sebum in the pores is a reference sample when sebum is filled with a volume of 80% to 100% in the pores in the entire image obtained from the first user information, but when there is no sebum in the pores filled with a volume of 80% to 100% In the case of the 6th level 1, if there is more than one filled with 80% to 100% volume of sebum in the pores, a detailed evaluation is performed at the 6th level 2,

For the keratin around the pores, if there is no keratin around the pores in the image obtained from the first user information, a detailed evaluation is performed at the 7th level 1, and if there is keratin around the pores, the detailed evaluation is performed at the 7th level,

For the redness, L*, a*, and b* values are measured using a chromameter or spectrophotometer with respect to the total area of the image obtained from the first user information, and in the total area of the image If a* is less than 15, the eighth level 1, if a* is 15 to 17, the eighth level 2, with respect to the total area of the image in the area of more than 0% to 30% or less of the total area of the image If a* is 15 to 17 in an area of more than 30% to 100% or less, level 3 is 8, and if a* is greater than 17 in an area of more than 0% to 30% of the total area of the image 8 Level 4, if a* is greater than 17 in an area of more than 30% to less than 100% of the total area of the image, detailed evaluation is performed at the 8th level,

For the telangiectasia, if there is no capillary expansion phenomenon in the image obtained from the first user information, detailed evaluation is performed at a ninth level 1, and if there is a confirmed phenomenon of a capillary tube, a detailed evaluation is performed on a skin type customized integrated service providing system.
The method of claim 13,

The cosmetic recommendation information,

The operation server builds a product information database for each ingredient of cosmetics, for each ingredient for each product, which is each ingredient included in each product and harmful ingredients for each skin according to the skin type,

According to the user's skin type determined according to the first and second diagnosis results, harmful ingredients for each user are determined using the harmful ingredients for each skin stored in the product information database, and included for each product stored in the product information database. Compare the ingredients and harmful ingredients for each user,

In each product, the first order of products is given in the order in which the harmful ingredients are contained by each user, and the products are output to the user terminal according to the first order of the assigned products.

The harmful ingredients for each skin are divided into scores of 1 to 5 points for each component of the cosmetic according to the skin type,

For each component of the ingredients contained in each product, a score of the harmful ingredient for each skin is assigned to the ingredient corresponding to the harmful ingredient for each user, and the first priority for the product is determined according to the score,

The product is provided as a disposable package for any one or more of skins, essences, lotions, and creams according to the management method, reflecting the first priority of the product,

It is divided by date during the first period, and is provided by receiving the disposable package in a packaging paper in the form of a medicine bag,

An integrated service providing system tailored to skin types in which at least one of the wrapping paper and the disposable package displays at least one of the order of use, the date of use, and a specific area of use.
The method of claim 17,

The operation server further comprises receiving feedback data of the user for the product provided according to the first priority to the product information database unit,

The operation server assigns a second priority by reflecting the user's feedback data to the first priority, and outputs a product according to the second priority to the user terminal.
The method of claim 17,

A product corresponding to the cosmetic product for sale from the code information by converting the generated image to code information by scanning the barcode of the cosmetic product distributed through the camera of the user terminal and transmitting it to the product information database unit. Identifies the component for each product of the product, and the operation server compares the component for each product identified in the cosmetic product and the harmful component for each user, and provides a level grade to the user terminal,

The operation server stores additional information on the cosmetics for sale in the product information database unit, and provides the additional information to the user terminal,

The additional information includes at least one or more of price comparison information, detailed information of the cosmetics for sale, and a product review for the cosmetics for sale,

The product information database unit receives the code information, searches for additional information linked to the code information, obtains the searched additional information, and provides the searched additional information to the user terminal.
The method of claim 13,

The first period consists of at least one of 7 days, 14 days and 30 days,

The operation server provides the management method as a push alarm to the user terminal at least once per day during the first period,

The operation server receives execution status data according to the user's management method for each date input by the user terminal,

The system for providing a skin type customized integrated service further comprising outputting a calendar including information for each date including the execution status data to the user terminal.
The method of claim 20,

The calendar,

The date on which the date was recorded,

A management method recorder in which the title of the management method corresponding to the date of the date is recorded,

A performance display unit that displays data on whether or not the user has performed the management method provided through the user terminal, and

A system for providing a skin type customized integrated service comprising a rating display unit for assigning a grade according to the user's performance status data displayed on the performance display unit by the operation server.
The method of claim 13,

The operation server communicates with an external weather server to receive temperature, humidity, fine dust and ultraviolet rays index according to the weather information,

The operation server determines at least one of the first temperature, the first humidity, the first fine dust, and the first UV index received for each date during the first period, and the reference temperature received on the date of acquiring the first user information. , Comparing the standard humidity, standard fine dust, and standard UV index,

When one or more of the first temperature, the first humidity, the first fine dust, and the first UV index exceeds a preset range compared to the reference temperature, the reference humidity, the reference fine dust, and the reference UV index, the operation server is Skin type customized integrated service providing system that further calculates an additional management method for the user and is output to the user terminal.