KR101852511B1 - System Apparatus and Method for Recommending Cosmetics according to User Skin Type - Google Patents

Abstract

According to the present invention, a system apparatus for recommending a cosmetic product in accordance with a skin type of a user comprises: an information transceiving module to receive user skin information including information about a skin color of a user and information about an oil/moisture condition of the skin of the user via a communication terminal of the user; a user skin type determination module to use the received user skin information to determine any one among a plurality of predetermined skin types as a skin type of the user; a database module storing types of cosmetic products suitable for the plurality of predetermined skin types; and a cosmetic product selection module to search the database module to select a cosmetic product suitable for the determined skin type of the user to transmit the cosmetic product to the communication terminal of the user via the information transceiving module. The information transceiving module provides the user with a question previously stored in the database module via the communication terminal, and receives the user skin information by receiving an answer selected by the user for the question via the communication terminal.

Description

Technical Field [0001] The present invention relates to a system and a method for recommending cosmetics according to a user's skin type,

The present invention relates to an apparatus and a method for recommending a cosmetic product according to a user's skin type, and more particularly, to an apparatus and a method for recommending a cosmetic product using a skin- The present invention relates to an apparatus and a method for recommending a cosmetic product according to a user's skin type, which determines a skin type of the skin type of the user, and recommends a cosmetic suitable for a user according to the determined skin type.

In general, cosmetics are used to maintain / manage the user's skin clean and resiliently or to make the appearance of the user look good. Depending on the application, cosmetics are used for basic maintenance / maintenance of the skin such as moisturizing and nutrition So-called basic cosmetics such as various lotion and cream, and makeup cosmetics such as powdered powder, lipstick, and eye cosmetics, which are used to make the appearance of the user better.

These cosmetics are manufactured and sold to the unspecified number of cosmetics manufacturing companies in consideration of the consumer's taste or skin characteristics on average, and then the cosmetics are filled in containers after they are manufactured and sold. A lot of cosmetics are selected by purchasing a suitable cosmetics considering their taste and skin condition.

However, human skin is classified as dry or intellect depending on the oil / water condition, and even if it is the same dryness or intelligence, there is a large difference among individuals depending on the degree. In general consumers, It is not easy to select cosmetics that are not suitable for the user's own skin type, thereby causing unexpected skin troubles.

In order to solve such a problem, a skin condition measuring device for measuring the amount of water, oil content, pH, amount of sebum, etc. of the skin using an electrode sensor is used to measure the skin condition of the user, Discloses a technique for recommending a cosmetic suitable for a user's skin condition to a user.

However, in the following [Document 1], there is an advantage that a skin type of a user can be accurately determined and a cosmetic suitable for the skin type can be recommended. However, in order to do this, a user purchases and uses a complicated skin condition measuring device, Since the user must directly visit the cosmetics agency or the hospital having the measuring device to measure the cosmetics, the user has to spend a lot of money and time in order to select the cosmetics suitable for him / her.

[Patent Document 1] Korean Patent No. 10-1692444 (published on Mar. 1, 2017)

The present invention has been made to solve the above problems of the prior art, and it is an object of the present invention to provide a communication terminal, , The server extracts the skin information of the user including the skin color of the user, the oiliness / moisture state of the skin, and the like from the selected items, and determines one of the predetermined skin types as the skin type of the user The present invention provides an apparatus and a method for recommending cosmetics according to a user's skin type that recommends a cosmetics suitable for a user's skin type by recommending a cosmetics suitable for a user according to the determined skin type .

According to another aspect of the present invention, there is provided a system for recommending cosmetics according to a user's skin type, the system including information on the skin color of the user and information on the user's skin moisture / A user skin type determination module that determines any one of a plurality of skin types determined in advance using the received user skin information as the skin type of the user, a plurality of predetermined skin types And a cosmetics selecting module for searching the database module for selecting cosmetics suitable for the determined skin type of the user and transmitting the selected cosmetics to the user's communication terminal through the information transmitting and receiving module, The information song New module is characterized in that the pre-stored questions in a database module through a terminal provided to the user, and receives the user's skin information, the answer selected by the user with respect to the question in a way that received through the terminal.

The database module stores weight information related to a predetermined evaluation item for each of the stored cosmetics, and the cosmetics selection module selects the cosmetics according to the score order calculated using the weight information for each evaluation item And transmits the selected cosmetics to the user's communication terminal.

Also, the information transmission / reception module further receives user basic information, which is at least one of the user's sex, age, and residence area, through the communication terminal of the user, Wherein the information transmission / reception module transmits the selected question to the communication terminal of the user by the question selection module.

The weight information of each of the cosmetics stored in the database module may include at least one of a fitness evaluation of the skin type to which the cosmetic belongs, a fitness evaluation of the user's gender, a preference evaluation by users whose age is similar to that of the user, The user's preference evaluation by similar users, and the evaluation of fitness by use season.

In addition, the information transmission / reception module may receive information on the degree of sensitivity of the user's skin, information on the degree of pigmentation of the user's skin, information on the degree of occurrence of trouble of the user's skin, And information on the degree of aging of the user's skin, and further includes a user's skin risk factor for determining whether a risk factor exists in the user's skin using the received user's skin risk information, Wherein the cosmetic selecting module further includes weight information on the functional evaluation items of the cosmetics for the risk factors in the presence of a risk factor on the skin of the user to calculate the score.

The method of recommending cosmetics according to the user skin type according to the present invention is characterized in that the server transmits user skin information including information on skin color of the user and information on the moisture / A second step of the server determining one of a plurality of predetermined skin types as the skin type of the user using the user skin information received in the first step, And a third step of the server selecting the cosmetics suitable for the user according to the skin type of the user and providing the selected cosmetics to the user through the communication terminal. In the first step, the user skin information is received by the server To the user via the communication terminal, and provides the user with an answer And receiving the information through the communication terminal.

In addition, in the third step, the server searches the database storing the types of cosmetics suitable for each of a plurality of predetermined skin types, selects cosmetics suitable for the skin type of the user, And providing the selected cosmetics to the user according to the score order calculated using the weight information for each item.

In the second step, the server is divided into four types of skin colors classified into white, dark white, brown, and dark brown, and oily, neutral, dry, and complex The user's skin type is determined as any one of the 16 types of skin types classified by the oil / moisture state of the four kinds of skin to be classified, to which the received user skin information belongs.

In addition, the first step may include a 1-1 step of receiving user basic information, which is at least one of a sex, an age, and a residence area of the user through the communication terminal, And a 1-2 step of selecting a question corresponding to the user basic information received in step 1-1 and providing the selected question to the user through the communication terminal.

In addition, in the database, the fitness of the skin type to which the cosmetic belongs is assessed for each of the cosmetics stored according to the skin type, the fitness evaluation for the user's gender, the preference evaluation by the users whose age is similar to that of the user, Weight information on at least one of the evaluation items by the similar users and the similarity evaluation by the use season is stored, and in the third step, the server notifies the cosmetics selected as suitable for the skin type of the user And the score is calculated using the weight information stored in the database.

In addition, in the first step, in the same manner as the user skin information, the server obtains, through the communication terminal, information on the degree of sensitivity of the user's skin, information on degree of pigmentation of the user's skin, Or information on the degree of aging of the user's skin, and in the second step, the server determines whether a risk factor exists in the user's skin using the received user's skin risk information In the third step, the server is further characterized by adding weight information about the functional evaluation items of the cosmetics to the risk factors in the presence of a risk factor in the skin of the user, thereby calculating the score .

The apparatus and method for recommending cosmetics according to the user's skin type according to the present invention can be applied to a user's own personal communication terminal without simply using a separate skin condition measuring device having a complicated configuration and operation, The server extracts the skin information of the user including the user's skin color, the skin oil / moisture state, and the like from the selected items, and selects one of a plurality of predetermined skin types The skin type of the user is determined and the cosmetic suitable for the user is recommended according to the determined skin type. Therefore, it is very simple and convenient for the user to recommend the cosmetic suitable for the user's skin type.

In addition, the apparatus and method for recommending cosmetics according to the user's skin type according to the present invention can improve the degree of sensitivity to the user's skin, degree of pigmentation, occurrence of skin trouble, Or the presence or absence of individual risk factors such as the degree of aging of the skin can be additionally determined and the result of the determination can be reflected at the recommendation of the cosmetics. Therefore, even if the user belongs to the same skin type, More specifically, there is an advantage that a selected cosmetic product can be recommended.

BRIEF DESCRIPTION OF THE DRAWINGS FIG. 1 is a diagram for explaining the overall configuration of a cosmetic recommendation system apparatus according to a user's skin type according to an embodiment of the present invention;
2 is a block diagram for explaining a detailed configuration of a server constituting a cosmetic recommendation system according to a user's skin type according to an embodiment of the present invention;
3 is a flowchart for explaining a cosmetic recommendation method according to a user's skin type according to an embodiment of the present invention;
4A and 4B are views for explaining a process of recommending a basic cosmetic suitable for an actual user using an apparatus and method for recommending a cosmetic product according to a user's skin type according to an embodiment of the present invention,
5 is a view showing the types of skin types classified in the cosmetic recommendation system device according to the user's skin type according to an embodiment of the present invention.

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

FIG. 1 is a view for explaining the overall configuration of a cosmetic recommendation system according to a user's skin type according to an embodiment of the present invention. FIG. 2 is a block diagram illustrating a cosmetic recommendation system according to a user's skin type according to an embodiment of the present invention. FIG. 3 is a flowchart illustrating a method of recommending cosmetics according to a user's skin type according to an exemplary embodiment of the present invention. Referring to FIG.

4A and 4B are views for explaining a process of recommending a basic cosmetic suitable for an actual user using an apparatus and method for recommending a cosmetic product according to a user's skin type according to an embodiment of the present invention, Is a view showing the types of skin types classified in the cosmetic recommendation system device according to the user's skin type according to an embodiment of the present invention.

The apparatus for recommending cosmetics according to the user's skin type according to the present invention comprises a server 100 for determining a skin type of a user and selecting and recommending suitable cosmetics accordingly, And a terminal 200.

At this time, the communication network may be a general Internet network capable of transmitting and receiving information by wire or wireless communication, or a wireless communication network such as LTE or Wi-Fi.

Also, the communication terminal 200 of the user can transmit / receive information to / from the outside through a wired or wireless communication network. The communication terminal 200 may be a general smart phone, a note pad, a notebook PC, or a desktop PC.

In addition, the server 100 receives user skin information, which is information on the user's skin, through the communication terminal 200 of the user, determines the skin type of the user, and distributes the skin type information And selects cosmetics suitable for the user among the plurality of cosmetics and provides the selected cosmetics to the user through the communication terminal 200. [

As described above, the process of receiving the user skin information through the communication terminal 200 by the server 100 is not performed using the skin condition measuring device installed separately on the communication terminal side of the user as in the prior art, And a questionnaire method in which the questionnaire providing unit 100 provides a question to the user through the communication terminal 200 and receives the answer selected by the user through the communication terminal 200. [

To this end, the server 100 provides a pre-stored question to the user through the communication terminal 200 of the user, and provides information on the skin condition of the user as a questionnaire method for receiving the answer selected by the user A user skin type determination module 130 for determining one of a plurality of predetermined skin types as the skin type of the user using the received user skin information, The database module 150 stores the types of cosmetics suitable for each predetermined skin type. The cosmetics maker selects the cosmetics suitable for the determined skin type of the user by searching the database module 150, And a cosmetics selection module 160 for transmitting the cosmetics selection module 160 to the communication terminal 200.

At this time, the user skin information includes information on the skin color of the user and information on the water / moisture state of the user skin.

In general, the skin color of East Asian people including Koreans is divided into four categories of white (white), dark white, brown (brown) and dark brown (dark brown) In the composition of melanin, the composition of yellow melanin forming yellow pigment is higher than that of melanin forming black pigment, and the dermal layer of skin is thin, so that damage caused by ultraviolet rays is easily occurred and weakness of skin regenerating ability is obtained.

On the other hand, as the skin color becomes dark brown, the melanin component of the melanin constituting the black pigment is larger than the component of the yellow pigment forming the peromelanin, and the dermal layer of the skin is thicker, The skin regenerating ability is strong.

However, even if the skin color is the same color, it can be determined differently according to the subjective criterion of the user, so that it is difficult for the general user to accurately specify the skin color of the user, It is possible to provide the user with a question related to the skin color characteristic described above and determine the item (or answer) selected by the user as a corresponding item to obtain information on the user's skin color fairly objectively.

As an example, in the present embodiment, in order to acquire information on the skin color of the user, the information transmission / reception module 110 transmits a question of 'What is my skin when sunlight shines?' As shown in (i) of FIG. And the user selects the fingerprint corresponding to one of the four fingerprints.

In this case, when the user selects the fingerprint of 'not blushing and burning fast', the server 100, specifically, the user skin type determination module 130 determines that the user's skin color is dark brown .

On the other hand, the skin oil / moisture status of East Asian people including Koreans is divided into four types of oily, neutral, dry, and complex. The more the oily skin is, the better the defense against skin caused by sebum secreted from pores and the sensitivity to external factors While dry skin is less susceptible to skin defenses due to sebum and more sensitive to external factors.

However, even if the oil / water state of the skin is the same in the oil / water state, the user can judge differently according to the subjective judgment criteria of the user, so that the general user accurately specifies his / her skin oil / Therefore, in the present invention, the server provides the user with a question related to the above-described characteristics of the skin oil / moisture state, determines the item (or answer) selected by the user as corresponding to the user, It is possible to obtain information on the skin oil / moisture state of the skin.

As an example, in the present embodiment, in order to acquire information on the skin oil / moisture state of the user, the information transmission / reception module 110 transmits a message " What is skin condition before morning cleansing? Is provided to the user in a multiple choice form with four fingerprints, and the user selects one of the four fingerprints corresponding to himself / herself.

In this case, when the user selects a fingerprint of 'severe shine', the server 100, and more specifically, the user skin type determination module 130 determines that the skin oil / moisture state of the user is intelligent.

At this time, a predetermined question provided to receive the user skin information may be stored in the database module 150.

Upon receiving the user skin information by the information transmission / reception module 110 in the above-described manner, the user skin type determination module 130 determines the received skin information in the form of an answer to the question, Color and the user's skin oil / moisture state.

In addition, the user skin type determination module 130 uses the above-described determination results to determine the skin type of the user's skin from among the 16 skin types classified by the above-described four types of skin color and four kinds of skin oil / The skin type corresponding to the color and skin oil / moisture state is determined as the skin type of the user. The 16 predetermined skin types are shown in FIG.

In this case, in the process of receiving the skin information of the user, each of the items (i.e., fingerprints) selected by the user with respect to the question provided through the information transmission / reception module 110 may be associated with the corresponding skin color of the user, The user skin type determination module 130 determines the skin type of the user using the skin color and the skin oil / moisture state corresponding to the item (i.e., fingerprint) selected by the user because the skin oil / .

In the present embodiment, the predetermined skin type is 16, but the present invention is not limited thereto. For example, the type of the skin color or the type of the skin oil / moisture state may be configured differently, or information items The skin type predetermined in the server 100 may be configured differently.

The types of cosmetics distributed on the market are classified and stored for each of the 16 skin types. The classification by the skin type may be performed by analyzing the cosmetic ingredient, for example, Or according to the classification standard of the cosmetic manufacturer concerned.

In this case, the cosmetic selection module 160 may search the database module 150 for the user's skin, and may store the weight information on the user's skin, Type cosmetics may be provided to the user in a random order, but may be configured to provide the user with the selected cosmetics according to the score order calculated using the weight information for each item.

At this time, the weight information may include a fitness evaluation result for a skin type of the cosmetic product evaluated by a cosmetic expert group or a general user group, for example, as a trial reference, for example, a predetermined criterion (for example, 0 to 10 points or 0 to 100%).

Meanwhile, the information transmission / reception module 110 may be configured to further receive user basic information, which is at least one of the user's sex, age, and residence area through the communication terminal 200 of the user, The type of cosmetic recommendation system according to the type may further include a question selection module 120 for selecting a question corresponding to the received user basic information among the questions stored in the database module 150 in advance.

At this time, the user basic information may be received in the form of a questionnaire as described above, or may be configured such that the user directly inputs the membership information to the server 100 or logs on the server 100 as described later.

In this case, the information transmission / reception module 150 may provide all of the questions stored in the database module 150 to the user, but may be configured to provide the user with the questions selected by the question selection module 120, .

In addition, when receiving the user basic information, the weight information of each of the cosmetics stored in the database module 150 may be evaluated by a fitness evaluation for a user's gender evaluated by a cosmetics expert group or a general user group, And the weighted information on at least one of the evaluation items by the users whose age is similar to that of the user, the evaluation of the preference by other users who are similar to the age of the user, The weight information may be a score obtained by evaluating an evaluation result for each evaluation item according to a predetermined criterion (for example, 0 to 10 points, or 0 to 100%).

Herein, the term 'evaluation of fitness for each season' refers to an evaluation of whether or not the use of the cosmetics is appropriate for the current season when a user accesses the server 100 through the communication terminal 200 and requests a recommendation For example, in the case of cosmetics mainly used in winter, when a user connects to the server 100 in a summer, a low weight is applied to calculate a score using weight information in a manner described later, May be referred to or excluded from the recommendation.

In addition, although the server 100 may determine the seasons at the current point of time using the server connection time of the user, the server 100 may be configured to directly input a user through the communication terminal 200 by the questionnaire method .

In addition, the information transmission / reception module 110 transmits information about the degree of sensitivity of the user's skin through the communication terminal 200 in the same manner as the user's skin information (i.e., a questionnaire method through the communication terminal) The user's skin risk information including at least one of the information about the degree of the user's skin trouble, the information about the degree of the user's skin trouble, the information about the degree of trouble of the user's skin or the degree of the aging of the user's skin, The cosmetic recommendation system according to the type may further comprise a user skin risk factor determination module 140 for determining whether a risk factor exists in the user skin using the received user skin risk information.

At this time, the user skin risk information may also be provided to the user in a multiple choice form for each risk factor (for example, sensitive skin, skin pigmentation, skin trouble, skin aging) And a matching fingerprint is selected.

The question related to the sensitivity of the skin may relate to the occurrence of diseases such as atopy and allergy. Examples of questions related to pigmentation of the skin include, for example, uniformity of skin tone, Etc. The question related to the skin trouble may be related to the occurrence of acne, porridge, blackhead, and the like, and the question related to aging of the skin may include the wrinkles of the skin, , Family history, industry, and so on.

In addition, when the user skin risk information is received, the weight information of each cosmetic stored in the database module 150 may be evaluated as a function of the functionalities of the cosmetic products corresponding to the risk factors evaluated by the cosmetic expert group or the general user group, The weight information may be a score obtained by evaluating the evaluation result on the functional evaluation item according to a predetermined criterion (for example, 0 to 10 points or 0 to 100%). have.

In addition, when configured as described above, the cosmetic selecting module 160 calculates the score of each cosmetic product in consideration of all the weight information described above. The score calculating method is, for example, a method of calculating a weight score But it is not limited thereto and various other calculation methods may be used within the scope of the technical idea of recommending cosmetics suited to the skin condition of the user to accomplish the same purpose.

Next, the method for recommending cosmetics using the cosmetic product recommendation system according to the present invention will be described in detail with reference to FIG. 3, FIG. 4A, and FIG. 4B. Therefore, for convenience of explanation, the execution subject of each step will be collectively referred to as a server instead of being divided according to the components of the server.

First, when the user accesses the server 100 through his / her communication terminal 200, the server 100 receives user basic information through the communication terminal 200 (S10).

In this case, the step S10 may be performed through a normal login procedure only for a user registered in the server, and if necessary, may be configured to receive user basic information without a separate login procedure in case of a non-member, (a) to (c) show an example of the step of receiving the user basic information.

After the step S10 is completed, the server 100 receives the user's skin information and the user's skin risk information through the communication terminal 200 (S20) 4 (b) to 4 (m) are, for example, a survey process for receiving user skin information.

At this time, the questionnaire process may be provided to the user as a whole of the question stored in advance in the server 100 as described above. In some cases, depending on the user basic information received in the step S10 described above, Etc. may be provided differently.

When the step S20 is completed, the server 100 determines the fingerprint selected by the user in the questionnaire process, extracts the user skin information and the user skin risk information, and determines whether there is a risk factor (S30).

At this time, when the user skin information and / or the user skin risk information can not be clearly extracted (that is, the user can not clearly determine whether there is a risk factor of the skin type and / or the user's skin) The server 100 may provide additional questions in step S20, and the number of additional questions provided may be limited as needed.

In addition, when providing the above-mentioned additional question, if the user's choice for the previous questionnaire is the same for two or more skin types or skin risk factors, Only the fingerprint corresponding to the argument may be provided.

In addition, the server 100 may provide the user with the information determined in step S30, for example, (n) in FIG. 4B.

If the user's basic information is secured and the existence of a risk factor of the user's skin and the user's skin is determined according to the steps S10 to S30, the server 100 reflects the user's skin type and the risk factor of the user's skin, ), The score for each of the selected cosmetics is calculated using the weight information for each evaluation item in the manner described above with respect to the selected cosmetics (S50).

As described above, when the score is calculated, the server 100 provides the user with all or at least a part of the selected cosmetics in order of a high score, for example, (o) in FIG. 4B.

The apparatus and method for recommending cosmetics according to the user's skin type according to the present invention can provide a cosmetics recommendation system and a method for recommending cosmetics according to the user's skin type, The server extracts the skin information of the user including the skin color of the user, the skin oil / water state of the skin, and the like from the selected items, The skin type of the user is determined to be the skin type of the user, and the cosmetic suitable for the user is recommended according to the determined skin type. Therefore, it is very simple and convenient for the user to recommend the cosmetic suitable for the user's skin type There are advantages to be able to.

In addition, the apparatus and method for recommending cosmetics according to the user's skin type according to the present invention can improve the degree of sensitivity to the user's skin, degree of pigmentation, occurrence of skin trouble, Or the presence or absence of individual risk factors such as the degree of aging of the skin can be additionally determined and the result of the determination can be reflected at the recommendation of the cosmetics. Therefore, even if the user belongs to the same skin type, More specifically, there is an advantage that a selected cosmetic product can be recommended.

100: server 110: information transmission / reception module
120: Question selection module 130: User skin type determination module
140: user skin risk factor determining module
150: data DB module 160: cosmetic selection module

Claims (11)

The user's skin information, which is information on the skin color of the user and the oil / water state of the skin, the degree of skin sensitivity of the user, the degree of pigmentation of the skin, the degree of skin trouble, An information transmission / reception module for receiving user skin hazard information, which is information on the degree of skin danger;
The user's skin information is used to distinguish four kinds of skin colors classified into white, dark white, brown, and dark brown, and oily, neutral, dry, and complex A user skin type determining module that determines any one of 16 types of skin types classified by the oil / moisture state of the four kinds of skin to be classified as the skin type of the user;
A user skin risk factor determination module that determines whether a skin risk factor of the skin of the user is present, skin pigmentation, skin trouble, skin aging, or the like using the received user skin risk information;
The types of cosmetics suitable for each of the 16 types of skin types and the evaluation items of the fitness evaluation items for the skin types to which the cosmetics belong belong and the functional evaluation items of the cosmetics for the skin risk factors A database module in which weight information is stored; And
And a cosmetic selection module for searching the database module to select a cosmetic product suitable for the determined skin type of the user and transmitting the selected cosmetic product to the communication terminal of the user through the information transmission / reception module,
The information transmission / reception module provides the user with a question previously stored in the database module via the communication terminal, and receives the user's selected answer through the communication terminal with respect to the question, Determining whether a user's skin type or a skin risk factor exists in the user's skin type module or the user's skin risk factor determination module using the received user skin information and the user's skin risk information If not, further provides the user with additional pre-stored questions,
The question for receiving the user skin information includes the questions related to the characteristics of the user skin color and the questions related to the characteristics of the user skin oil / moisture state, and the question for receiving the user skin skin information includes the questions related to the sensitive skin , A question related to skin pigmentation, a question related to skin trouble, and a question related to skin aging, wherein the question is provided to the user's communication terminal in a multiple choice form with a plurality of fingerprints, A color of the user, a skin oil / moisture state of the user, or a skin condition of the user with respect to the skin risk factor,
The user skin type determination module determines a skin type of a user by using skin color and skin oil / moisture state corresponding to the fingerprint selected by the user,
The user skin risk factor determination module determines whether a skin risk factor exists in the user's skin using the user skin condition corresponding to the fingerprint selected by the user,
The cosmetic selecting module transmits the selected cosmetics to the user's communication terminal in the order of the score calculated using the weight information on the fitness evaluation item for the skin type with respect to the cosmetics selected according to the user's skin type, Wherein when the skin risk factor is determined to be present in the user skin by the user skin risk factor determination module, the score is calculated by further adding weight information on the functional evaluation item of the cosmetic product to the skin risk factor, Cosmetic recommendation system device according to skin type. delete The method according to claim 1,
The information transmission / reception module further receives user basic information, which is at least one of the sex, age, and residence area of the user through the communication terminal of the user,
Further comprising a question selection module for selecting a question corresponding to the received user basic information among the questions previously stored in the database module,
Wherein the information transmission / reception module transmits the selected question from the question selection module to the communication terminal of the user to receive the user skin information and the user skin risk information.
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