KR102238803B1 - System for recommending of vegan cosmetics - Google Patents

Abstract

The present invention relates to a system for recommending vegan cosmetics. The system includes: a server extracting recommended ingredient information from a plurality of pieces of ingredient information based on information on a user's skin oiliness and skin sensitivity and whether the user is a vegan; and a user terminal acquiring the information on the user's skin oiliness and skin sensitivity and whether the user is a vegan from the user and allowing the user to select requested ingredient information out of the recommended ingredient information. The server extracts skin-compatible cosmetics information from a plurality of pieces of cosmetics information based on the information on the user's skin oiliness and skin sensitivity, extracts vegan cosmetics information from the skin-compatible cosmetics information based on the information on whether the user is a vegan, extracts recommended cosmetics information from the vegan cosmetics information based on the requested ingredient information, and generates sale information corresponding to the recommended cosmetics information.

Description

System for recommending of vegan cosmetics

The present invention relates to a vegan cosmetics recommendation system, and more particularly, to a vegan cosmetics recommendation system capable of recommending cosmetics suitable for a user in consideration of the user's skin oiliness, skin sensitivity, and vegan status.

Skin care article refers to a liquid, gel, or solid applied directly to the skin in order to maintain or protect the skin in a good condition for a certain period of time.

Skin care products may have different effects by blending ingredients such as water, ethanol, glycerin, collagen, algal colloid, hyaluronic acid, and ascorbic acid in different ratios. Accordingly, in actual skin care product stores, products containing a lot of ethanol or moisture are recommended to customers with oily skin, and products containing more or less glycerin are often recommended to customers with dry skin.

However, human skin conditions cannot be clearly distinguished based on predetermined criteria, and there are differences in skin conditions for each person. In particular, even when classified under the same age and skin type, the skin condition can vary greatly depending on the environment in which a person is located.

In general, cosmetics are used to maintain/manage the user's skin in a clean and elastic manner or to beautify the user's appearance, and are used for basic maintenance/management of the skin, such as moisturizing or supplying nutrition, depending on the purpose. It is largely divided into so-called basic cosmetics such as various lotions and creams, and makeup cosmetics such as powder, lipstick, and eye cosmetics used to beautify the user's appearance.

These cosmetics are sold by filling containers after manufacturing the types and ratios of cosmetic ingredients for an unspecified number of cosmetics manufacturers in consideration of the average consumer's preferences and skin characteristics. Among many cosmetics, they choose and purchase suitable cosmetics in consideration of their preferences and skin conditions.

However, human skin is classified as dry or oily according to the oil/moisture status, and even if the skin is the same dry or oily, there is a large difference between individuals depending on the degree. In the case of general consumers, cosmetics suitable for their skin type are accurately judged. Since it is not easy to select, there is a problem in that unexpected skin problems occur if you incorrectly select cosmetics that do not fit your skin type.

Accordingly, after checking the skin condition of the individuals, cosmetics according to the ratio of the cosmetics suitable for the skin condition of the individuals are being manufactured. However, the skin condition of the user is mainly recognized through a simple skin questionnaire and a simple skin test, so the reliability of the user's skin condition information decreases, and accordingly, the effect of cosmetics according to the ratio of cosmetics suitable for the individual's skin condition. It also falls on the side.

Therefore, there is a need for an algorithm for a method of obtaining skin condition information for each of a plurality of users through a more systematic and scientific skin condition check method, and a method for using skin condition information for each of the acquired users. Do.

On the other hand, as income level increases, interest in healthy food rather than simply delicious food is increasing, and interest in plant food is also increasing as some people have anxiety about processed animal meat products. In addition, interest and demand for vegan cosmetics made of vegetable ingredients are increasing not only in food but also in cosmetics used by users.

Specifically, in recent years, not only has the need for cosmetics made with plant ingredients, which is a nature-friendly ingredient, has increased, but also due to the problem that animal welfare is not maintained in the process of making cosmetics with animal ingredients, Needs are increasing.

However, conventionally, the ingredients of cosmetics are displayed to the extent that they are notified to the purchaser, and since the cosmetics do not inform whether or not the cosmetics contain animal ingredients, sufficient information has not been provided to buyers who want to purchase vegan cosmetics. Actually.

Korean Patent Publication No. 10-2020-0107465

An object of the present invention is to provide a vegan cosmetics recommendation system capable of recommending suitable cosmetics to a user in consideration of the user's skin oiliness, skin sensitivity, and vegan status.

The objects of the present invention are not limited to the above-mentioned objects, and other objects and advantages of the present invention that are not mentioned may be understood by the following description, and will be more clearly understood by the embodiments of the present invention. In addition, it will be easily understood that the objects and advantages of the present invention can be realized by the means shown in the claims and combinations thereof.

The system for recommending vegan cosmetics according to the present invention for solving the above technical problem includes: a server for extracting recommended ingredient information from a plurality of ingredient information based on user skin oil content information, user skin sensitivity information, and user vegan information; And a user terminal that obtains the user skin oil level information, the user skin sensitivity information, and the user vegan status information from the user, and receives the requested component information from the recommended component information from the user, wherein the server comprises: Extracts skin-suitable cosmetics information from a plurality of cosmetics information based on the user skin oil content information and the user skin sensitivity information, extracts vegan cosmetics information from skin-suitable cosmetics information based on the user vegan status information, and the request Based on the ingredient information, recommended cosmetic information may be extracted from the vegan cosmetic information, and sales information corresponding to the recommended cosmetic information may be generated.

Preferably, when the server indicates that the user's vegan status information is vegan, the component oil content suitability information and the component sensitivity suitability information matched to each of the plurality of component information among the plurality of component information are the user skin oil content information and the Ingredient information that is the same as the user's skin sensitivity information, and the ingredient vegan status information matched to each of the plurality of ingredient information may be extracted as recommended ingredient information.

Preferably, the server includes cosmetic oil content suitable information and cosmetic sensitivity suitable information matched to each of the plurality of cosmetic information among the plurality of cosmetic information, and cosmetic information identical to each of the user skin oil content information and the user skin sensitivity information. It can be extracted as information on cosmetics suitable for skin.

Preferably, if the server indicates that the user's vegan status information is vegan, if it indicates that all cosmetic ingredient vegan status information of the cosmetic ingredient information matched to each of the skin-suitable cosmetics information among the skin-suitable cosmetics information is botanical, the corresponding skin-suitable cosmetics information Can be extracted as vegan cosmetics information.

Preferably, the server checks whether cosmetic identification information identical to the ingredient identification information of the requested ingredient information exists among the cosmetic ingredient identification information of the cosmetic ingredient information matched with each of the vegan cosmetic information, and the same as the ingredient identification information. Generates requested ingredient content information for each vegan cosmetic information by using cosmetic ingredient content information of cosmetic ingredient information corresponding to the cosmetic identification information, and extracts the recommended cosmetic information from the vegan cosmetic information based on the requested ingredient content information can do.

Preferably, the server may extract, as the recommended cosmetic information, information about a preset number of vegan cosmetic products, in the order of a large number of requested ingredient contents indicated by the requested ingredient content information, from among the vegan cosmetic information information.

Preferably, the server may obtain sales price information, sales type information, and sales distance information for each store of cosmetics corresponding to the recommended cosmetics information, and generate the sales information as the sales information.

According to the present invention, by recommending cosmetics suitable for the user in consideration of the user's skin oiliness, skin sensitivity, and vegan status, the user can easily check and purchase cosmetics suitable for the user's skin and purpose.

1 is a diagram illustrating a system for recommending vegan cosmetics according to various embodiments of the present disclosure.
2 is a block diagram showing the components of a user terminal of a system for recommending vegan cosmetics according to an embodiment of the present invention.
3 is a diagram illustrating an example of a screen displayed on a user terminal of a vegan cosmetics recommendation system according to an embodiment of the present invention.
4 is a diagram illustrating another example of a screen displayed on a user terminal of the vegan cosmetics recommendation system according to an embodiment of the present invention.
5 is a diagram illustrating another example of a screen displayed on a user terminal of the vegan cosmetics recommendation system according to an embodiment of the present invention.
6 is a block diagram showing the components of the server of the vegan cosmetics recommendation system according to an embodiment of the present invention.
7 is a diagram illustrating an example of user information used in a vegan cosmetics recommendation system according to an embodiment of the present invention.
8 is a diagram illustrating an example of ingredient information used in a vegan cosmetics recommendation system according to an embodiment of the present invention.
9 is a diagram illustrating an example of cosmetic information used in a vegan cosmetic recommendation system according to an embodiment of the present invention.

Hereinafter, various embodiments of the present invention will be described with reference to the accompanying drawings. However, this is not intended to limit the present invention to a specific embodiment, it should be understood to include various modifications, equivalents, and/or alternatives of the embodiments of the present invention. In connection with the description of the drawings, similar reference numerals may be used for similar elements.

In this document, expressions such as "have", "may have", "include", or "may contain" are the presence of corresponding features (eg, elements such as numbers, functions, actions, or parts). And does not exclude the presence of additional features.

In this document, expressions such as "A or B", "at least one of A or/and B", or "one or more of A or/and B" may include all possible combinations of the items listed together. . For example, "A or B", "at least one of A and B", or "at least one of A or B" includes (1) at least one A, (2) at least one B, Or (3) it may refer to all cases including both at least one A and at least one B.

Expressions such as "first", "second", "first", or "second" used in this document can modify various elements regardless of their order and/or importance, and It is used to distinguish it from other components and does not limit the components. For example, a first user device and a second user device may represent different user devices regardless of order or importance. For example, without departing from the scope of the rights described in this document, a first component may be referred to as a second component, and similarly, a second component may be renamed to a first component.

Some component (eg, the first component) is “(functionally or communicatively) coupled with/to)” to another component (eg, the second component) or “ When referred to as "connected to", it should be understood that the certain component may be directly connected to the other component or may be connected through another component (eg, a third component). On the other hand, when a component (eg, a first component) is referred to as being “directly connected” or “directly connected” to another component (eg, a second component), the component and the It may be understood that no other component (eg, a third component) exists between the different components.

The expression "configured to" used in this document is, for example, "suitable for", "having the capacity to" depending on the situation. Can be used interchangeably with ")", "designed to", "adapted to", "made to", or "capable of" . The term "configured to (or set) to" may not necessarily mean only "specifically designed to" in terms of hardware. Instead, in some situations, the expression "a device configured to" may mean that the device "can" along with other devices or parts. For example, the phrase “a processor configured (or configured) to perform A, B, and C” means a dedicated processor (eg, an embedded processor) for performing the operation, or by executing one or more software programs stored in memory. , May mean a generic-purpose processor (eg, a CPU or an application processor) capable of performing corresponding operations.

The terms used in this document are only used to describe a specific embodiment, and may not be intended to limit the scope of other embodiments. Singular expressions may include plural expressions, unless they mean clearly differently in the context. Terms used herein, including technical or scientific terms, may have the same meaning as commonly understood by one of ordinary skill in the technical field described in this document. Among the terms used in this document, terms defined in a general dictionary may be interpreted as having the same or similar meaning as the meaning in the context of the related technology, and unless explicitly defined in this document, they may be interpreted in an ideal or excessively formal meaning. It is not interpreted. In some cases, even terms defined in this document cannot be interpreted to exclude embodiments of this document.

1 is a diagram illustrating a system 10 for recommending vegan cosmetics according to various embodiments of the present disclosure.

Referring to FIG. 1, the vegan cosmetics recommendation system 10 may include a user terminal 100 and a server 200.

The user terminal 100 may obtain user skin oil content information, user skin sensitivity information, and user vegan status information included in the user information from the user.

Here, the user skin oiliness information is information indicating the oilyness of the user's skin, the user skin sensitivity information is information indicating whether the user's skin is sensitive, and the user's vegan status information is that the user uses only cosmetics containing ingredients suitable for veganism. It may be information indicating whether or not.

In addition, the user terminal 100 may display the recommended component information received from the server 200 and receive the request component information selected from the user from among the recommended component information.

In addition, the user terminal 100 may display recommended cosmetic information received from the server 200 and display sales information of recommended cosmetic information selected by the user from among the recommended cosmetic information.

The server 200 may receive only ingredient information of only natural ingredients from the ingredients that can be used to manufacture cosmetics from an external server.

Here, the component information may include component identification information, component oil content suitable information, component sensitivity suitable information, component vegan status information, and component effect information.

Ingredient identification information is information that can identify the component, component oil content conformance information is information indicating the oil content of the skin for which the component is suitable, and component sensitivity conformance information is information indicating the sensitivity of the skin to which the component is suitable, The information on whether the ingredient is vegan is information indicating whether the ingredient is a vegetable ingredient or an animal ingredient, and the ingredient effect information may be information indicating an effect of the ingredient acting on the skin.

In addition, the server 200 may receive only cosmetic information of only natural cosmetics made of natural ingredients from the external server among cosmetics sold on the market.

Here, the cosmetic information may include cosmetic identification information, cosmetic oil content suitable information, cosmetic sensitivity suitable information, and cosmetic ingredient information.

The cosmetic identification information is information that can identify the corresponding cosmetic, the cosmetic oil content suitable information is information indicating the oil content of the skin suitable for the cosmetic, and the cosmetic sensitivity suitable information is information indicating the sensitivity of the skin suitable for the corresponding cosmetic, The cosmetic ingredient information may be information indicating a cosmetic ingredient included in the cosmetic product.

Here, the cosmetic ingredient information may include cosmetic ingredient identification information, cosmetic ingredient content information, cosmetic ingredient oil content suitable information, cosmetic ingredient sensitivity fitting information, cosmetic ingredient vegan status information, and cosmetic ingredient effect information.

The cosmetic ingredient identification information is information that can identify the cosmetic ingredient, the cosmetic ingredient content information is information indicating the amount of the cosmetic ingredient in cosmetics, and the cosmetic ingredient oil content suitable information is the oil content of the skin that the cosmetic ingredient is suitable for. The information on whether the cosmetic ingredient is suitable is information indicating the sensitivity of the skin for which the cosmetic ingredient is suitable, and the information on whether the cosmetic ingredient is vegan is information indicating whether the cosmetic ingredient is a vegetable ingredient or an animal ingredient, and the cosmetic ingredient effect The information may be information indicating an effect of the cosmetic ingredient acting on the skin.

The server 200 may receive user information from the user terminal 100.

Thereafter, the server 200 may extract recommended component information from among the plurality of component information based on the user's skin oil level information, the user skin sensitivity information, and the user's vegan status information.

Specifically, if the server 200 indicates that the user's vegan status information is vegan, the component oil content suitability information and the component sensitivity suitability information matched to each of the plurality of component information among the plurality of component information are the user skin oil level information and the user skin sensitivity. It is characterized in that the same as the information, characterized in that the component information that indicates whether the component vegan or not matched to each of the plurality of component information is extracted as recommended component information

The server 200 may transmit the extracted recommended component information to the user terminal 100, and in response thereto, may receive requested component information selected from the user from among the recommended component information.

Thereafter, the server 200 may extract skin-suitable cosmetic information from among a plurality of cosmetic information based on the user skin oil level information and the user skin sensitivity information.

Specifically, the server 200 provides the cosmetic oil content information and cosmetic sensitivity suitability information matched to each of the plurality of cosmetic information information among the plurality of cosmetic information information, which is the same as the user skin oil content information and the user skin sensitivity information. It can be extracted as cosmetic information.

That is, the server 200 does not consider whether the user is vegan or not, but may extract cosmetic information of a cosmetic suitable for oiliness and sensitivity of the user's skin as skin-suitable cosmetic information.

Subsequently, the server 200 may extract the vegan cosmetics information from the skin-suitable cosmetics information based on the user's vegan status information.

Specifically, if the server 200 indicates that the user's vegan status information is vegan, the server 200 indicates that all cosmetic ingredient vegan status information of the cosmetic ingredient information matched with each skin-suitable cosmetic information among the skin-suitable cosmetic information is botanical, and the corresponding skin-suitable cosmetic information is displayed. It can be extracted as vegan cosmetics information.

That is, if the user is a vegan, the server 200 may extract cosmetic information of a cosmetic product including only a cosmetic ingredient, which is a vegetable ingredient, from among the skin-suitable cosmetic information extracted as suitable for the user's skin, as the vegan cosmetic information.

Next, the server 200 may extract recommended cosmetic information from the vegan cosmetic information based on the requested ingredient information.

Specifically, the server 200 may check whether cosmetic identification information identical to the ingredient identification information of the requested ingredient information exists among the cosmetic ingredient identification information of the cosmetic ingredient information matched to each of the vegan cosmetic information.

Thereafter, the server 200 generates requested ingredient content information for each vegan cosmetic information by using the cosmetic ingredient content information of the cosmetic ingredient information corresponding to the cosmetic identification information identical to the ingredient identification information, and based on the requested ingredient content information, the vegan cosmetic Information on recommended cosmetics can be extracted from the information.

That is, the server 200 may extract, as the recommended cosmetic information, information about a preset number of vegan cosmetic products, in the order of a large number of requested ingredient contents indicated by the requested ingredient content information, from among the vegan cosmetic information.

In other words, the server 200 may extract recommended cosmetic information from among vegan cosmetics suitable for the user's skin and suitable for the user's vegan status, in the order of the highest content of the requested component selected by the user.

The server 200 may obtain sales price information, sales type information, and sales distance information for each sales destination of the cosmetics corresponding to the recommended cosmetics information, and generate sales information as sales information.

Here, the sales price information is information indicating the sales price of cosmetics corresponding to the recommended cosmetics information, the sales type information may be online sales or offline sales, and the sales destination distance information is the user terminal ( It may be information indicating the distance between 100) and the corresponding retailer.

2 is a block diagram showing the components of the user terminal 100 of the vegan cosmetics recommendation system 10 according to an embodiment of the present invention, and FIG. 3 is a vegan cosmetics recommendation system according to an embodiment of the present invention ( 10) is a diagram showing an example of a screen displayed on the user terminal 100, and FIG. 4 is a view showing a screen displayed on the user terminal 100 of the vegan cosmetics recommendation system 10 according to an embodiment of the present invention. FIG. 5 is a diagram illustrating another example, and FIG. 5 is a diagram illustrating another example of a screen displayed on a user terminal of the vegan cosmetics recommendation system according to an embodiment of the present invention.

2 to 5, the user terminal 100 may include a communication unit 110, a display unit 120, an input unit 130, a processor 140, a sensing unit 150, and a storage unit 160. I can.

The communication unit 110 may be connected to a communication network and communicate with the server 200 using communication. To this end, the communication unit 110 may include a communication module that performs communication. Here, the communication may be communication using an Internet network or a cellular communication protocol, for example, at least one of LTE, LTE-A, CDMA, WCDMA, UMTS, WiBro, and GSM.

The communication unit 110 may receive recommended ingredient information, recommended cosmetic information, and sales information from the server 200 and transmit user information and requested ingredient information to the server 200.

In addition, the communication unit 110 may communicate with the server 200 to transmit and receive data required to execute a vegan cosmetics recommendation application.

In addition, the communication unit 110 may receive weather information and air quality information from an external server.

The display unit 120 may display various pieces of information for providing information to a user or receiving information from the user.

As illustrated in FIG. 3, the display unit 120 may display information for receiving user information from a user on a screen. The display unit 120 may display selection item information for receiving each of user skin oil content information, user skin sensitivity information, and user vegan status information included in the user information.

Meanwhile, as shown in FIG. 4, the display unit 120 may display recommended component information to a user and display information for receiving requested component information on a screen. The display unit 120 may display component identification information, component oil content suitable information, component sensitivity suitable information, component vegan status information, and component effect information of component information extracted as recommended component information from among component information.

Meanwhile, as shown in FIG. 5, the display unit 120 may display information on cosmetics recommended to the user on the screen. The display unit 120 may display cosmetic identification information, cosmetic oil content suitable information, cosmetic sensitivity suitable information, and cosmetic ingredient information of cosmetic information extracted as recommended cosmetic information from among cosmetic information.

The input unit 130 may receive various information from a user through a touch screen combined with the display unit 120. Specifically, the input unit 130 may receive user information and requested component information.

The processor 140 may execute a vegan cosmetics recommendation application in response to the application execution command information and control the operation of other components included in the user terminal 100.

Meanwhile, the processor 140 according to another exemplary embodiment may control the display unit 120 to extract information about cosmetics recommended for use from among user cosmetics information based on weather information, and display the information about cosmetics recommended for use on a screen.

Specifically, if the UV index information included in the weather information exceeds the reference UV index information, the processor 140 according to another embodiment checks the UV protection index information included in each of the user cosmetics information, and the UV protection index information is In the order of the indicated UV protection index, information on cosmetics used by the user as many as the number of recommendations for use may be extracted as information on cosmetics recommended for use.

In addition, if the humidity information included in the weather information is less than the reference humidity information, the processor 140 according to another embodiment checks the moisture content information included in each of the user cosmetics information, and is preset in the order of the highest moisture content indicated by the moisture content information. User-use cosmetics information as much as the number of recommendations for use may be extracted as information on cosmetics recommended for use.

The processor 140 according to an embodiment may include one or more of a central processing unit (CPU), an application processor (AP), and a communication processor (CP). The processor 140 may control at least one other component of the user terminal 100 and/or perform an operation or data processing related to communication.

The sensing unit 150 may measure user location information of the user according to the movement of the user carrying the user terminal 100. In this case, each of the plurality of user location information may be mapped to location measurement time information indicating a measurement time when the plurality of user location information is measured, and may be generated by the processor 140 as moving path information of the user.

To this end, the sensing unit 150 may include at least one of an acceleration sensor module and a GPS sensor module.

The storage unit 160 may store various types of information received from the server 200 and input from a user.

In addition, the storage unit 160 may store an operation program (eg, an application) programmed for the user terminal 100 to be controlled by the processor 140.

The storage unit 160 may include a nonvolatile memory and a volatile memory, and an operation program may be stored in the nonvolatile memory and loaded into the volatile memory to operate.

6 is a block diagram showing the components of 200 of the vegan cosmetics recommendation system 10 according to an embodiment of the present invention, and FIG. 7 is a vegan cosmetics recommendation system 10 according to an embodiment of the present invention. FIG. 8 is a diagram showing an example of user information used in, and FIG. 8 is a diagram showing an example of ingredient information used in the vegan cosmetics recommendation system 10 according to an embodiment of the present invention, and FIG. 9 is A diagram showing an example of cosmetic information used in the vegan cosmetic recommendation system 10 according to an embodiment of the present invention.

6 to 9, the server 200 may include a communication unit 210, a database 220, and a processor 230.

The communication unit 210 may be connected to a communication network and communicate with the user terminal 100 using universal communication. To this end, the communication unit 210 may include a communication module that performs communication. Here, the communication is communication using an Internet network, or as a cellular communication protocol, for example, LTE (Long-Term Evolution), LTE-A (LTE Advanced), CDMA (Code Division Multiple Access), WCDMA (Wideband CDMA), UMTS. At least one of (Universal Mobile Telecommunications System), WiBro (Wireless Broadband), and GSM (Global System for Mobile Communications) may be used.

The communication unit 210 may receive user information and requested ingredient information from the user terminal 100 and may transmit recommended ingredient information, recommended cosmetic information, and sales information from the user terminal 100.

In the database 220, information received from the user terminal 100 and an external server may be classified, matched, and mapped by the processor 230 and stored.

As shown in FIG. 7, in the database 220, user information may be classified and stored according to user identification information.

The user information may include user skin oil content information, user skin sensitivity information, and user vegan status information.

Here, the user skin oiliness information is information indicating the oilyness of the user's skin, the user skin sensitivity information is information indicating whether the user's skin is sensitive, and the user's vegan status information is that the user uses only cosmetics containing ingredients suitable for veganism. It may be information indicating whether or not.

Meanwhile, as shown in FIG. 8, in the database 220, component information may be classified and stored according to component identification information.

The ingredient information may include ingredient identification information, ingredient oil content conformance information, ingredient sensitivity conformance information, ingredient vegan status information, and ingredient effect information.

Here, the component identification information is information that can identify the component, the component oil content suitable information is information representing the oil content of the skin suitable for the component, and the component sensitivity suitable information is information representing the sensitivity of the skin to which the component is suitable. And, the information on whether the component is vegan is information indicating whether the component is a vegetable component or an animal component, and the component effect information may be information indicating an effect of the component acting on the skin.

Meanwhile, as shown in FIG. 9, in the database 220, cosmetic information may be classified and stored according to cosmetic identification information.

The cosmetic information may include cosmetic identification information, cosmetic oil content suitable information, cosmetic sensitivity suitable information, and cosmetic ingredient information.

Here, the cosmetic identification information is information that can identify the corresponding cosmetic, the cosmetic oil content suitable information is information representing the oil content of the skin suitable for the cosmetic, and the cosmetic sensitivity suitable information is information representing the skin sensitivity suitable for the cosmetic And the cosmetic ingredient information may be information indicating a cosmetic ingredient included in the cosmetic product.

In addition, the cosmetic ingredient information may include cosmetic ingredient identification information, cosmetic ingredient content information, cosmetic ingredient oil content suitable information, cosmetic ingredient sensitivity fitting information, cosmetic ingredient vegan status information, and cosmetic ingredient effect information.

The cosmetic ingredient identification information is information that can identify the cosmetic ingredient, the cosmetic ingredient content information is information indicating the amount of the cosmetic ingredient in cosmetics, and the cosmetic ingredient oil content suitable information is the oil content of the skin that the cosmetic ingredient is suitable for. The information on whether the cosmetic ingredient is suitable is information indicating the sensitivity of the skin for which the cosmetic ingredient is suitable, and the information on whether the cosmetic ingredient is vegan is information indicating whether the cosmetic ingredient is a vegetable ingredient or an animal ingredient, and the cosmetic ingredient effect The information may be information indicating an effect of the cosmetic ingredient acting on the skin.

The processor 230 may extract recommended component information from among a plurality of component information based on the user's skin oil content information, the user skin sensitivity information, and the user's vegan status information.

Specifically, if the processor 230 indicates that the user's vegan status information is vegan, the component oil content suitability information and the component sensitivity suitability information matched to each of the plurality of component information among the plurality of component information are the user skin oil level information and the user skin sensitivity. It is characterized in that the same as the information, characterized in that the component information that indicates whether the component vegan or not matched to each of the plurality of component information is extracted as recommended component information

The processor 230 controls the communication unit 210 to transmit the extracted recommended ingredient information to the user terminal 100, and the communication unit 210 receives the requested ingredient information selected from the user from among the recommended ingredient information in response thereto. have.

Thereafter, the processor 230 may extract skin-suitable cosmetic information from among a plurality of cosmetic information based on the user skin oil content information and the user skin sensitivity information.

Specifically, the processor 230 may apply cosmetic oil content suitable information and cosmetic sensitivity suitable information matched to each of the plurality of cosmetic information among the plurality of cosmetic information, and cosmetic information identical to each of the user skin oil content information and the user skin sensitivity information. It can be extracted as cosmetic information.

That is, the processor 230 does not consider whether the user is vegan or not, but may extract cosmetic information of a cosmetic suitable for the oiliness and sensitivity of the user's skin as skin-suitable cosmetic information.

Subsequently, the processor 230 may extract the vegan cosmetics information from the skin-suitable cosmetics information based on the user's vegan status information.

Specifically, if the processor 230 indicates that the user's vegan status information is vegan, the processor 230 indicates that all cosmetic ingredient vegan status information of the cosmetic ingredient information matched to each of the skin-suitable cosmetics information among the skin-suitable cosmetics information is of vegetable origin, and the corresponding skin-suitable cosmetics information is It can be extracted as vegan cosmetics information.

That is, if the user is a vegan, the processor 230 may extract cosmetic information of a cosmetic product including only a cosmetic ingredient, which is a vegetable ingredient, from among the skin-suitable cosmetic information extracted as suitable for the user's skin, as the vegan cosmetic information.

Next, the processor 230 may extract recommended cosmetic information from the vegan cosmetic information based on the requested ingredient information.

Specifically, the processor 230 may check whether cosmetic identification information identical to the ingredient identification information of the requested ingredient information exists among the cosmetic ingredient identification information of the cosmetic ingredient information matched with each of the vegan cosmetic information.

Thereafter, the processor 230 generates requested ingredient content information for each vegan cosmetic information by using the cosmetic ingredient content information of the cosmetic ingredient information corresponding to the cosmetic identification information identical to the ingredient identification information, and based on the requested ingredient content information, the vegan cosmetic Information on recommended cosmetics can be extracted from the information.

That is, the processor 230 may extract, as the recommended cosmetic information, information about a preset number of vegan cosmetic products, in the order of a large number of requested ingredient contents indicated by the requested ingredient content information, from among the vegan cosmetic information.

In other words, the processor 230 may extract recommended cosmetic information from among vegan cosmetics suitable for the user's skin and suitable for the user's vegan status, in the order in which the content of the requested component selected by the user is large.

The processor 230 may obtain sales price information, sales type information, and sales distance information for each sales destination of the cosmetics corresponding to the recommended cosmetics information, and generate the sales information as sales information.

Here, the sales price information is information indicating the sales price of cosmetics corresponding to the recommended cosmetics information, the sales type information may be online sales or offline sales, and the sales destination distance information is the user terminal ( It may be information indicating the distance between 100) and the corresponding retailer.

Meanwhile, the processor 230 according to another embodiment may generate recommended aroma oil information based on stress information input to the user terminal 100 from a user.

Here, the stress information may indicate type information of a stress side effect expressed to the user due to the occurrence of stress to the user.

Specifically, the processor 230 according to another embodiment extracts the aroma oil information corresponding to the stress information from among the aroma oil information as recommended aroma oil information, and transmits the extracted aroma oil information to the user terminal 100. 210) can be controlled.

Here, as for the aroma oil information, one or more usage site information may be matched for each aroma oil identification information, and suitable stress type information may be matched for each one or more usage site information.

For example, aroma oil identification information “A” is matched with the application site information “neck” and “forehead”, and the application site information “neck” and “forehead” each have appropriate stress type information “throat pain” and “headache”. Each can be matched.

Subsequently, the processor 230 according to another embodiment extracts, as recommended aroma oil information, the aroma oil information matched with the suitable stress type information identical to the stress side effect type information included in the user's stress information, and the extracted recommended aroma oil information. It is possible to control the communication unit 210 to transmit to the user terminal 100.

In this case, the display unit 120 of the user terminal 100 displays the aroma oil identification information, the use area information, and the appropriate stress type information included in the recommended aroma oil information to the user. Side effects information can be provided.

Meanwhile, the processor 230 according to another exemplary embodiment may extract information about vegetarian cosmetics from among skin-friendly cosmetics information based on the user's vegetarian grade information inputted from the user into the user terminal 100.

Specifically, the user terminal 100 may receive any one of vegan, lacto, lacto oboe, fesco, and fullo as vegetarian grade information from the user.

According to another embodiment, the processor 230 may check information on the acceptable content range of animal ingredients matched with each vegetarian grade information.

Here, the information on the range of the allowed content of the first to fifth animal ingredients may be matched to the vegetarian grade information, such as vegan, lacto, lacto oboe, pesco, and fullo.

For example, vegan, which is vegetarian grade information, is matched with 0% or less of the allowed content of the first animal ingredient, lacto is matched with the content of the allowed content of the second animal ingredient exceeding 0% to 2%, and the lacto oboe is matched with the third animal component. Ingredient allowable content range exceeding 2% to 4% or less is matched, Fesco is matched with the fourth animal ingredient allowable content range of more than 4% to 6% or less, and Polo is the fifth animal ingredient allowed content range of more than 6% to 8 % Or less can be matched.

Thereafter, the processor 230 according to another embodiment uses the cosmetic ingredient information (information indicating whether it is animal or vegetable) and the cosmetic ingredient content information among the cosmetic ingredient information of the skin-suitable cosmetic represented by each of the skin-suitable cosmetic information. It is possible to calculate the animal component content information of the skin-compatible cosmetics represented by each of the suitable cosmetics information.

That is, the processor 230 according to another embodiment may calculate the total content of animal ingredients among the cosmetic ingredients of each cosmetic ingredient suitable for skin as animal ingredient content information.

According to another embodiment, the processor 230 may extract information on cosmetics suitable for vegetarian food only from information on cosmetics suitable for skin, in which the information on the content of animal ingredients is within the range of acceptable content of animal ingredients matched with information on the vegetarian grade of the user have.

Finally, the processor 230 according to another embodiment may control the communication unit 210 to transmit the extracted information on the vegetarian cosmetics suitable to the user terminal 100.

The processor 230 may include one or more of a central processing unit (CPU), an application processor (AP), and a communication processor (CP). The processor 230 may control at least one other component of the server 200 and/or perform an operation or data processing related to communication.

So far, we have looked at the center of the preferred embodiment with respect to the present invention. Those of ordinary skill in the art to which the present invention pertains will understand that the present invention can be implemented in a modified form without departing from the essential characteristics of the present invention. Therefore, the disclosed embodiments should be considered from a descriptive point of view rather than a limiting point of view. The scope of the present invention is shown in the claims rather than the above description, and all differences within the scope equivalent thereto are to be construed as being included in the present invention.

As described above, although the present invention has been described by limited embodiments and drawings, the present invention is not limited thereto, and the technical idea of the present invention and the following by those of ordinary skill in the art to which the present invention pertains. It goes without saying that various modifications and variations are possible within the equivalent range of the claims to be described.

10: Vegan Cosmetic Recommendation System
100: user terminal
200: server

Claims (7)

A server for extracting recommended ingredient information from among a plurality of ingredient information based on user skin oil content information, user skin sensitivity information, and user vegan status information; And
Including; a user terminal that obtains the user skin oil level information, the user skin sensitivity information, and the user vegan status information from the user, and receives the requested component information from the recommended component information from the user,
The server is
Extracts skin-suitable cosmetics information from a plurality of cosmetics information based on the user skin oil content information and the user skin sensitivity information, extracts vegan cosmetics information from skin-suitable cosmetics information based on the user vegan status information, and the request Extracting recommended cosmetic information from the vegan cosmetic information based on ingredient information, and generating sales information corresponding to the recommended cosmetic information,
The server is
When the user's vegan status information indicates that it is vegan, if it indicates that all cosmetic ingredient vegan status information of the cosmetic ingredient information matched to each of the skin-suitable cosmetics information among the skin-suitable cosmetics information is botanical, the skin-suitable cosmetics information is extracted as vegan cosmetics information. And
Among the cosmetic ingredient identification information of the cosmetic ingredient information matched with each of the vegan cosmetic information, it is checked whether cosmetic identification information identical to the ingredient identification information of the requested ingredient information exists, and corresponding to the cosmetic identification information identical to the ingredient identification information Generating requested ingredient content information for each of the vegan cosmetic information using cosmetic ingredient content information of the cosmetic ingredient information, extracting the recommended cosmetic information from the vegan cosmetic information based on the requested ingredient content information,
The user terminal
A display unit that displays information for providing information to the user or receiving information from the user; And
Includes; a processor that controls the operation of other components included in the user terminal,
The processor is
Based on the weather information, the display unit is controlled to extract information on recommended cosmetic products from user cosmetic information and display the information on the recommended cosmetic product on the screen, so that the ultraviolet index information included in the weather information exceeds the reference ultraviolet index information. Then, check the UV protection index information included in each of the user-use cosmetics information, and extract the user-use cosmetics information as much as the preset usage recommendations in the order of the highest UV protection index indicated by the UV protection index information as the usage recommendation cosmetics information. And, if the humidity information included in the weather information is less than the standard humidity information, check the moisture content information included in each of the user-use cosmetic information, and use as many users as the number of recommended usages in the order of the highest moisture content indicated by the moisture content information. Extracts cosmetic information as recommended cosmetic information,
Generates recommended aroma oil information based on the stress information input to the user terminal from the user,
Based on the user's vegetarian grade information input from the user into the user terminal, it is possible to extract the vegetarian-friendly cosmetic information from the skin-suitable cosmetic information, and check the animal ingredient allowable content range information matched to each of the user's vegetarian grade information. and,
It is possible to calculate the total content of animal ingredients in each cosmetic ingredient suitable for skin as animal ingredient content information,
It is possible to extract only skin-suitable cosmetics information in which the animal ingredient content information is within the acceptable content range of animal ingredients matched with the user's vegetarian grade information as vegetarian-suitable cosmetics information.
The display unit
Displaying the aroma oil identification information, the use site information, and the appropriate stress type information included in the recommended aroma oil information to provide the user with the use site of the aroma oil and side effect information suitable for use,
The stress information is
It is information on the type of stress side effects that are expressed by the occurrence of stress to the user,
The aroma oil information
For each aroma oil identification information, information on one or more areas of use is matched,
The information on the one or more areas of use
The suitable stress type information is matched for each used site information,
The above vegetarian level information is
Is any one of vegan, lacto, lacto oboe, fesco and puloe,
The server is
Obtaining sales price information, sales type information, and sales destination distance information for each sales destination of cosmetics corresponding to the recommended cosmetics information, and generating the sales information as the sales information.
Vegan cosmetics recommendation system. The method of claim 1,
The server is
When the user's vegan status information indicates that the user is vegan, the component oil content suitability information and the component sensitivity suitability information matched to each of the plurality of component information among the plurality of component information are the same as the user skin oil content information and the user skin sensitivity information. And extracting, as recommended ingredient information, ingredient information indicating plantity in which ingredient vegan status information matched with each of the plurality of ingredient information
Vegan cosmetics recommendation system.
The method of claim 1,
The server is
Among the plurality of cosmetic information, cosmetic oil content suitable information and cosmetic sensitivity suitable information matched to each of the plurality of cosmetic information are extracted as skin-suitable cosmetic information, which is the same as the user skin oil content information and the user skin sensitivity information. Characterized by
Vegan cosmetics recommendation system.
delete delete The method of claim 1,
The server is
In the order of the number of requested ingredient contents indicated by the requested ingredient content information among the vegan cosmetic information, extracting vegan cosmetic information as much as a preset recommended number as the recommended cosmetic information
Vegan cosmetics recommendation system. delete

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