KR102157050B1 - Method of providing service for customized cosmetic ordering and manufacturing based on online - Google Patents

Abstract

The present invention relates to a method of providing an online-based customized cosmetic ordering and manufacturing service. The method includes the following steps of: receiving a cosmetic order request including necessary input information about a container design and cosmetic functions and optional input information about user skin condition information from a user terminal; determining a base composition for manufacturing a customized cosmetic product based on the user skin condition information; determining at least one customized effective component providing the cosmetic functions among a plurality of functional effective components which can be mixed with the base composition; manufacturing the customized cosmetic product by mixing the at least one customized effective component with the base composition and packing the product by filling a cosmetic container corresponding to the container design with the product; and delivering the customized cosmetic product in accordance with the order details.

Description

Online-based customized cosmetic order manufacturing service provision method {METHOD OF PROVIDING SERVICE FOR CUSTOMIZED COSMETIC ORDERING AND MANUFACTURING BASED ON ONLINE}

The present invention relates to a technology for providing a cosmetic order manufacturing service, and more particularly, to a method for providing an online-based customized cosmetic order manufacturing service capable of manufacturing and providing a customized cosmetic having a function selected by a user.

Cosmetics currently on the market are being released as a single finished product with different functions and performances according to the mass production method carried out collectively in the factory. This is because cosmetics can only be manufactured by manufacturers who have certain manufacturing facilities and quality control facilities under the Korean Cosmetics Act and have obtained permission from the authorities.

Such a factory mass production method has advantages in that it is easy to monitor each process so that consumers can use it with confidence, strict quality control is performed, and manufacturer tracking and follow-up management for side effects or accidents caused by the use of cosmetics are also advantageous.

However, in the method of mass-producing cosmetics, it is possible to mass-produce in a short time, but it is impossible for the user to individually set the functions of the manufactured cosmetics. On the other hand, in recent years, the preference of cosmetics buyers is diversifying, and the functions of cosmetics that buyers desire are also diverse. In the method of mass-producing cosmetics, since it is impossible to individually set the functions of the cosmetics as described above, there is a problem that it cannot meet the request of a buyer.

Korean Patent Registration No. 0874825 (2008.12.11)

An embodiment of the present invention is to provide a method for providing an online-based customized cosmetic order manufacturing service capable of manufacturing and providing customized cosmetic products having a function selected by a user.

An embodiment of the present invention is to provide a method for providing an online-based customized cosmetic order manufacturing service capable of estimating a user's skin condition through big data analysis and manufacturing customized cosmetic products according to user popularity.

Among embodiments, the method for providing an online-based customized cosmetic order manufacturing service includes receiving a cosmetic order request from a user terminal including essential input information on container design and cosmetic functions and optional input information on user skin condition information, Determining a base composition for manufacturing a customized cosmetic based on the user skin condition information, determining at least one customized active ingredient that provides the cosmetic function from among a plurality of functional active ingredients that can be mixed with the base composition, the And manufacturing the customized cosmetics by mixing the base composition and the at least one customized active ingredient, filling and packaging a cosmetics container corresponding to the container design, and delivering the customized cosmetics according to the order details.

The receiving may include receiving the essential input information from the user terminal, determining a cosmetic volume according to the container design, determining the container design, the cosmetic volume, and a cosmetic price according to the cosmetic function to the user It may include requesting payment from a terminal and completing reception of the cosmetic order request upon receiving payment completion for the cosmetic price from the user terminal.

The determining of the base composition includes estimating a cosmetic preference type by collecting the cosmetic purchase history of the user based on the identification information of the user terminal when the cosmetic order request does not include the selection input information, and the cosmetic It may include the step of estimating the user skin condition information according to the preference type.

The determining of the customized active ingredient includes determining a set of basic active ingredients associated with the base composition according to a matching table in which sets of a plurality of functional active ingredients that can be mixed for each base composition are matched, and for the basic active ingredient set Determining at least one cosmetic product containing each functional active ingredient, collecting user evaluation of the at least one cosmetic product and assigning a priority according to user preference through big data analysis, associated with the highest priority Extracting the component ratio of the functional active ingredient in cosmetics, for the basic active ingredient set, classifying the functional active ingredients by function, and then adjusting the component ratio of each functional active ingredient based on the sum of the component ratios for each function And determining the at least one customized active ingredient by excluding the functional active ingredient having the adjusted component ratio equal to or less than a preset threshold ratio.

The packaging may include determining a label color corresponding to the container design, determining a label size according to the size of the cosmetic container, and a sticker attached to the outer surface of the cosmetic container based on the label color and the label size. Including the step of generating a label, wherein the generating step is a cosmetic derived based on the cosmetic ingredient table for the base composition and the at least one customized active ingredient on the sticker label and the customized active ingredient having the highest ingredient ratio It may further include the step of printing each usage.

The disclosed technology can have the following effects. However, since it does not mean that a specific embodiment should include all of the following effects or only the following effects, it should not be understood that the scope of the rights of the disclosed technology is limited thereby.

According to an embodiment of the present invention, a method for providing an online-based customized cosmetic order manufacturing service may estimate a user's skin condition through big data analysis and manufacture a customized cosmetic according to user popularity.

1 is a diagram illustrating a system for providing a customized cosmetic order manufacturing service according to the present invention.
FIG. 2 is a block diagram illustrating a physical configuration of the service providing apparatus of FIG. 1.
3 is a block diagram illustrating a functional configuration of the service providing apparatus of FIG. 1.
4 is a flowchart illustrating a process of providing a customized cosmetic order manufacturing service performed by the service providing device of FIG. 1.

Since the description of the present invention is merely an embodiment for structural or functional description, the scope of the present invention should not be construed as being limited by the embodiments described in the text. That is, since the embodiments can be modified in various ways and have various forms, the scope of the present invention should be understood to include equivalents capable of realizing the technical idea. In addition, since the object or effect presented in the present invention does not mean that a specific embodiment should include all of them or only those effects, the scope of the present invention should not be understood as being limited thereto.

Meanwhile, the meaning of terms described in the present application should be understood as follows.

Terms such as "first" and "second" are used to distinguish one component from other components, and the scope of rights is not limited by these terms. For example, a first component may be referred to as a second component, and similarly, a second component may be referred to as a first component.

When a component is referred to as being "connected" to another component, it should be understood that although it may be directly connected to the other component, another component may exist in the middle. On the other hand, when it is mentioned that a certain component is "directly connected" to another component, it should be understood that no other component exists in the middle. On the other hand, other expressions describing the relationship between the constituent elements, that is, "between" and "just between" or "neighboring to" and "directly neighboring to" should be interpreted as well.

Singular expressions are to be understood as including plural expressions unless the context clearly indicates otherwise, and terms such as “comprise” or “have” refer to implemented features, numbers, steps, actions, components, parts, or It is to be understood that it is intended to designate that a combination exists and does not preclude the presence or addition of one or more other features or numbers, steps, actions, components, parts, or combinations thereof.

In each step, the identification code (for example, a, b, c, etc.) is used for convenience of explanation, and the identification code does not describe the order of each step, and each step has a specific sequence clearly in context. Unless otherwise stated, it may occur differently from the stated order. That is, each of the steps may occur in the same order as specified, may be performed substantially simultaneously, or may be performed in the reverse order.

The present invention can be embodied as computer-readable codes on a computer-readable recording medium, and the computer-readable recording medium includes all types of recording devices storing data that can be read by a computer system. . Examples of computer-readable recording media include ROM, RAM, CD-ROM, magnetic tape, floppy disk, and optical data storage devices. Further, the computer-readable recording medium is distributed over a computer system connected by a network, so that the computer-readable code can be stored and executed in a distributed manner.

All terms used herein have the same meaning as commonly understood by one of ordinary skill in the field to which the present invention belongs, unless otherwise defined. Terms defined in commonly used dictionaries should be construed as having meanings in the context of related technologies, and cannot be construed as having an ideal or excessive formal meaning unless explicitly defined in the present application.

1 is a diagram illustrating a system for providing a customized cosmetic order manufacturing service according to the present invention.

Referring to FIG. 1, a customized cosmetic order manufacturing service providing system 100 includes a user terminal 110, a service providing device 130, a database 150, a cosmetic manufacturing system 170, and a cosmetic delivery system 190. can do.

The user terminal 110 may correspond to a computing device capable of inputting information such as cosmetic functions, container design, etc. and performing payment for a customized cosmetic order, and may be implemented as a smartphone, laptop, or computer. The present invention is not limited thereto, and may be implemented in various devices such as a tablet PC. The user terminal 110 may be connected to the service providing device 130 through a network, and a plurality of user terminals 110 may be connected to the service providing device 130 at the same time.

The service providing device 130 may be implemented as a server corresponding to a computer or program capable of receiving a user's order request, manufacturing customized cosmetics, and providing delivery. The service providing device 130 may be wirelessly connected to the user terminal 110 through Bluetooth, WiFi, a communication network, etc., and may exchange data with the user terminal 110 through a network.

In an embodiment, the service providing device 130 may store data necessary for providing a customized cosmetic order manufacturing service in connection with the database 150. Meanwhile, unlike FIG. 1, the service providing apparatus 130 may be implemented including the database 150 inside. In addition, the service providing apparatus 130 may be implemented including a processor, a memory, a user input/output unit, and a network input/output unit, which will be described in more detail with reference to FIG. 2.

The database 150 may correspond to a storage device that stores various pieces of information necessary in the process of providing an online-based customized cosmetic order production service. The database 150 may store a user's order details for customized cosmetics, and may store information on a base composition and active ingredients for manufacturing customized cosmetics, and is not necessarily limited thereto, and the service providing device 130 is customized. It is possible to store information collected or processed in various forms in the process of processing cosmetics order production and delivery.

The cosmetic manufacturing system 170 may correspond to an external system that operates independently from the service providing device 130, and corresponds to a computer or program that controls the manufacturing process of customized cosmetics according to a control command of the service providing device 130 It can be implemented as a server. The cosmetic manufacturing system 170 may operate in conjunction with the service providing device 130, and may process a customized cosmetic manufacturing operation by transmitting an operation command to a separate cosmetic manufacturing device.

The cosmetic delivery system 190 may correspond to an external system that operates independently of the service providing device 9130, and relates to a customized cosmetic manufactured by the cosmetic manufacturing system 170 according to a control command of the service providing device 130. It may be implemented as a server corresponding to a computer or program that controls the delivery process. The cosmetic delivery system 170 may operate in conjunction with the service providing device 130, and may process a customized cosmetic delivery operation by transmitting an operation command to a separate cosmetic delivery device.

FIG. 2 is a block diagram illustrating a physical configuration of the service providing apparatus of FIG. 1.

Referring to FIG. 2, the service providing apparatus 130 may include a processor 210, a memory 230, a user input/output unit 250, and a network input/output unit 270.

The processor 210 may execute a procedure for processing each step in the process of operating the service providing device 130 and manage the memory 230 that is read or written throughout the process, and the memory 230 You can schedule the synchronization time between volatile and nonvolatile memory in ). The processor 210 can control the overall operation of the service providing device 130, and is electrically connected to the memory 230, the user input/output unit 250, and the network input/output unit 270 to control data flow between them. I can. The processor 210 may be implemented as a CPU (Central Processing Unit) of the service providing apparatus 130.

The memory 230 is implemented as a nonvolatile memory such as a solid state drive (SSD) or a hard disk drive (HDD), and may include an auxiliary storage device used to store all data necessary for the service providing device 130, A main memory device implemented as a volatile memory such as RAM (Random Access Memory) may be included.

The user input/output unit 250 may include an environment for receiving a user input and an environment for outputting specific information to a user. For example, the user input/output unit 250 may include an input device including an adapter such as a touch pad, a touch screen, an on-screen keyboard, or a pointing device, and an output device including an adapter such as a monitor or a touch screen. In one embodiment, the user input/output unit 250 may correspond to a computing device accessed through a remote connection, and in such a case, the service providing device 130 may be performed as a server.

The network input/output unit 270 includes an environment for connecting to an external device or system through a network, for example, a local area network (LAN), a metropolitan area network (MAN), a wide area network (WAN), and a VAN ( Value Added Network) may include an adapter for communication.

3 is a block diagram illustrating a functional configuration of the service providing apparatus of FIG. 1.

Referring to FIG. 3, the service providing device 130 includes an order request receiving unit 310, a base composition determining unit 320, an active ingredient determining unit 330, a customized cosmetic manufacturing unit 340, an order delivery processing unit 350. And a control unit 360.

The order request receiving unit 310 may receive a cosmetic order request from the user terminal 110 including essential input information on container design and cosmetic functions and optional input information on user skin condition information. The user may input various pieces of information necessary for ordering customized cosmetics through the user terminal 110.

For example, in order to manufacture a customized cosmetic, the user may input selection items related to a container to contain the cosmetic and may input selection items related to a cosmetic function to be added to the customized cosmetic. Here, the essential input information is information that the user must input in order to manufacture customized cosmetics, and may include a container design and a cosmetic function. In addition, the optional input information is not essential information, but may include user skin condition information as information that is useful for making customized cosmetics through selective input.

The user can input essential input information and optional input information about the customized cosmetics through the user terminal 110, and when the input is completed, data transmission from the user terminal 110 to the service providing device 130 can be performed. , The order request receiving unit 310 may receive it and transmit it to the base composition determining unit 320. Meanwhile, the service providing apparatus 130 may provide an input interface to the user terminal 110 to control the user to easily input related information.

In one embodiment, the order request receiving unit 310 receives essential input information from the user terminal 110, determining a cosmetic volume according to a container design, a container design, a cosmetic volume, and a cosmetic price according to the cosmetic function. It is possible to perform the steps of determining and requesting payment from the user terminal 110 and completing the reception of the cosmetic order request upon receiving payment of the cosmetic price from the user terminal 110.

More specifically, the order request receiving unit 310 may receive information input in stages from the user terminal 110. Since the essential input information is essential for manufacturing customized cosmetics, the user can receive a priority request for input regarding the essential input information. When receiving essential input information from the user terminal 110, the order request receiving unit 310 may determine the size of the cosmetic container based on the container design included in the essential input information, and determine the volume of the cosmetic contained in the container. have.

Meanwhile, the order request receiving unit 310 may receive a user input regarding a container design through an input interface that supports user input. For example, the input interface may provide a user with various selection items and selection images related to a container design, and recognize the user's selection for the container design as a user input.

Also, the order request receiving unit 310 may determine a price for a customized cosmetic based on various variables determined by a user's selection. That is, the order request receiving unit 310 may request payment from the user terminal 110 by determining a cosmetic price according to a container design, a cosmetic capacity, and a cosmetic function. When the user completes the payment for customized cosmetics through the user terminal 110, a payment completion signal is transmitted from the user terminal 110 to the service providing device 130, and the service providing device 130 receives an order request receiving unit 310 ), you can receive payment completion for the cosmetic price.

The base composition determination unit 320 may determine a base composition for manufacturing customized cosmetics based on the user skin condition information. The base composition is a raw material for manufacturing customized cosmetics, and may correspond to basic ingredients excluding functional active ingredients. For example, when the cosmetic formulation is in the form of skin, lotion, cream, foundation, essence, gel, pack, foam cleansing, etc., the base composition may correspond to a known component generally added to each formulation, and each characteristic The basic dose to be added can be determined according to.

In addition, the user skin condition information may correspond to information on a skin type, and may be classified in various ways according to the amount of moisture and oil contained in the skin. For example, skin types can be classified as dry skin, oily skin, normal skin and combination skin. Meanwhile, the user skin condition information may be further subdivided based on skin type and skin sensitivity. That is, classification according to skin sensitivity may be applied for each skin type, and detailed types classified as a classification criterion may also be increased as well. The base composition determination unit 320 may determine the base composition using matching information between the user's skin condition information and the base composition for manufacturing customized cosmetics, and the matching information is pre-built by the service providing device 130 in the form of a table. I can.

In one embodiment, the base composition determination unit 320 estimates the cosmetic preference type by collecting the cosmetic purchase history of the user based on the identification information of the user terminal 110 when the cosmetic order request does not include the selection input information. The step of estimating the user's skin condition information according to the cosmetic preference type and the step of performing may be performed. That is, even if there is no user input regarding the user's skin condition information, the base composition determiner 320 may collect information related to the user to obtain the user's skin condition information.

More specifically, the base composition determination unit 320 may obtain identification information that can be used for user identification through communication with the user terminal 110. The identification information may include terminal information, location information, and user information about the user terminal 110. If the user can be identified through the obtained identification information, the base composition determination unit 320 may collect the cosmetics purchase history of the user to estimate the cosmetic preference type. If the user cannot be identified, the user group similar to the user The preference type of cosmetics can be estimated based on the purchase history of Korean cosmetics.

In addition, the base composition determination unit 320 may estimate user skin condition information according to a cosmetic preference type, and for this purpose, matching information regarding user skin condition information for each cosmetic preference type may be built in advance in the form of a table and used.

The active ingredient determination unit 330 may determine at least one customized active ingredient that provides a cosmetic function from among a plurality of functional active ingredients that can be mixed with the base composition. When the base composition is determined by the base composition determination unit 320, the active ingredient determination unit 330 may remove in advance active ingredients that cannot be mixed due to reaction according to the combination with the base composition. As a result, the active ingredient determination unit 330 may add a cosmetic function requested by the user to the customized cosmetic for functional active ingredients that can be mixed with the base composition.

On the other hand, the active ingredient determination unit 330, whenever a cosmetic function is selected in the process of receiving a selection for a cosmetic function from the user terminal 110, a recommended list of the cosmetic function and other cosmetic functions having a good mixing effect. It can be provided to the user terminal 110. For this, the service providing device 130 may pre-establish a recommended combination for cosmetic functions.

In one embodiment, the active ingredient determination unit 330 determines a set of basic active ingredients associated with the base composition according to a matching table in which a set of a plurality of functional active ingredients that can be mixed for each base composition is matched, and a set of basic active ingredients Determining at least one cosmetic product containing each functional active ingredient for, collecting user evaluations for at least one cosmetic product, and assigning a priority according to user preference through big data analysis, the highest priority and Extracting the component ratio of the functional active ingredient from the related cosmetics, adjusting the component ratio of each functional active ingredient based on the sum of the component ratio of each functional active ingredient for the basic active ingredient set, and the adjusted component ratio It is possible to perform the step of determining at least one customized active ingredient by excluding functional active ingredients that are less than or equal to a preset threshold ratio.

More specifically, the active ingredient determination unit 330 may determine a basic active ingredient set associated with the base composition according to a matching table in which an active ingredient set including a plurality of functional active ingredients mixable for each base composition is matched. That is, the set of basic active ingredients may be defined for each base composition, and may correspond to a set of functional active ingredients in which the effect of mixing with the corresponding base composition is maintained or increased.

In addition, the active ingredient determination unit 330 may determine at least one cosmetic including each functional active ingredient for a set of basic active ingredients. Since information on the active ingredients contained in cosmetics currently on the market has been disclosed, a cosmetic list including each functional active ingredient included in the basic active ingredient set can be determined based on the active ingredient list for each cosmetic product.

In addition, the active ingredient determination unit 330 may collect user evaluation of at least one cosmetic product and assign a priority according to user preference through big data analysis. The active ingredient determination unit 330 may secure users' comments, evaluations, and SNS messages about cosmetics through web crawling, and may derive user preferences as a numerical value according to a ratio of positive or negative evaluations thereof. Accordingly, the active ingredient determination unit 330 may give priority according to user preference for each cosmetic product.

In addition, the active ingredient determination unit 330 may extract the component ratio of the functional active ingredient from the cosmetic associated with the highest priority. That is, the active ingredient determination unit 330 may increase the user's satisfaction with the customized cosmetics by applying the ingredient ratio of the functional active ingredients included in the cosmetics most popular to users to the customized cosmetics.

In addition, the active ingredient determination unit 330 may classify the functional active ingredients by function with respect to the basic active ingredient set, and then adjust the component ratio of each functional active ingredient based on the sum of the component proportions for each function. For example, a plurality of functional active ingredients included in the basic active ingredient set may be classified according to higher-level functions such as whitening function and wrinkle improvement function. At this time, when the total of the component ratios of functional active ingredients belonging to each function of the upper concept exceeds 100, the active ingredient determination unit 330 may adjust the component ratio of the functional active ingredients so that the total of the corresponding component ratio becomes 100. have.

In addition, the active ingredient determination unit 330 may determine at least one customized active ingredient excluding functional active ingredients whose adjusted ingredient ratio is less than or equal to a preset threshold ratio. That is, as a result of adjusting the component ratio of each functional active ingredient, functional active ingredients less than a predetermined threshold ratio by the service providing device 130 may be removed by the active ingredient determination unit 330. The removed functional active ingredients are not added to the customized cosmetic, and the active ingredient determination unit 330 selects functional active ingredients corresponding to the cosmetic function input by the user from among the non-removed functional active ingredients as at least one customized active ingredient. You can decide.

On the other hand, if there are a plurality of functional active ingredients corresponding to each cosmetic function input by the user among the functional active ingredients that have not been removed, the active ingredient determination unit 330 may perform each cosmetic function according to a specific criterion, for example, preference, popularity, etc. One functional active ingredient can be finally determined.

The customized cosmetics manufacturing unit 340 may manufacture a customized cosmetics by mixing the base composition and at least one customized active ingredient, and fill and package the cosmetics container corresponding to the container design. The manufacturing process of the customized cosmetics may be performed by the cosmetics manufacturing system 170, and the customized cosmetics manufacturing unit 340 may manufacture the customized cosmetics in connection with the cosmetics manufacturing system 170. That is, the customized cosmetics manufacturing unit 340 may transmit an operation control command to the cosmetics manufacturing system 170 to process an operation for manufacturing customized cosmetics.

In one embodiment, the customized cosmetics manufacturing unit 340 may add a specific fragrance or color after mixing the base composition and at least one customized active ingredient. Meanwhile, it goes without saying that the fragrance or color of the cosmetics may be included in the user's selective input information, and when selected by the user, the corresponding fragrance or color may be added.

In one embodiment, the customized cosmetic manufacturing unit 340 determines a label color corresponding to the container design and determines the label size according to the size of the cosmetic container, and the outer surface of the cosmetic container based on the label color and the label size. It is possible to perform the step of generating a sticker label attached to. The customized cosmetic manufacturing unit 340 may generate a sticker label to be attached to the cosmetic container, and the generation of the sticker label may also be processed by the cosmetic manufacturing system 170.

More specifically, the customized cosmetics manufacturing unit 340 may determine a label color based on the color of the container lid and the container body included in the container design. For example, the color of the label may be determined to be the same as the color of the container lid or the container body, and may be determined as an intermediate color between the color of the container lid and the container body, but is not limited thereto and is based on the color of the container lid and the container body. Can be determined by various methods.

In addition, the customized cosmetic manufacturing unit 340 may determine the label size according to the size of the cosmetic container. In particular, the customized cosmetics manufacturing unit 340 may determine the size of the label according to the position where the sticker label is attached, that is, the upper end of the container lid or the side part of the container body.

In addition, the customized cosmetics manufacturing unit 340 may generate a sticker label according to the determined label color and label size. In this case, the creation of the sticker label may be performed by the cosmetic manufacturing system 170, and the customized cosmetic manufacturing unit 340 may process the corresponding operation by transmitting a control command to the cosmetic manufacturing system 170.

In one embodiment, the step of generating the sticker label in the customized cosmetic manufacturing unit 340 is derived based on the cosmetic ingredient table and the customized active ingredient having the highest ingredient ratio for the base composition and at least one customized active ingredient on the sticker label. It is possible to perform the steps of printing each cosmetic usage. That is, the customized cosmetic manufacturing unit 340 may provide related information to a user by printing a cosmetic ingredient table and a description of how to use the cosmetic on the surface of the sticker label. The printing operation for the sticker label may also be performed by the cosmetic manufacturing system 170, and the customized cosmetic manufacturing unit 340 may process the corresponding operation by transmitting a related control command.

In an embodiment, in the step of generating the sticker label, the customized cosmetics manufacturing unit 340 may print any one of advertisement phrases related to cosmetics including at least one customized active ingredient on the sticker label. In another embodiment, the step of generating the sticker label by the customized cosmetic manufacturing unit 340 may add a fragrance to the sticker label.

The order delivery processing unit 350 may deliver customized cosmetics according to order details. Delivery of customized cosmetics may be processed by the cosmetic delivery system 190, and the order delivery processing unit 350 may process the corresponding operation by transmitting a related control command to the cosmetic delivery system 190. The order details may include information on a delivery destination that the user desires to be delivered, and the cosmetics delivery system 190 may process a delivery operation for customized cosmetics based on the delivery destination information.

The control unit 360 controls the overall operation of the service providing device 130, and an order request receiving unit 310, a base composition determining unit 320, an active ingredient determining unit 330, a customized cosmetic manufacturing unit 340 and an order A control flow or data flow between the delivery processing units 350 may be managed.

4 is a flowchart illustrating a process of providing a customized cosmetic order manufacturing service performed by the service providing device of FIG. 1.

Referring to FIG. 4, the service providing apparatus 130 includes essential input information on container design and cosmetic functions and optional input information on user skin condition information from the user terminal 110 through the order request receiving unit 310. It is possible to receive a cosmetic order request (step S410). The service providing device 130 may determine a base composition for manufacturing customized cosmetics based on the user skin condition information through the base composition determination unit 320 (step S430).

In addition, the service providing device 130 may determine at least one customized active ingredient that provides a cosmetic function from among a plurality of functional active ingredients that can be mixed in the base composition through the active ingredient determination unit 330 (step S450). The service providing device 130 may manufacture a customized cosmetic by mixing the base composition and at least one customized active ingredient through the customized cosmetic manufacturing unit 340, and then fill and package a cosmetic container corresponding to the container design (step S470. ). The service providing device 130 may deliver customized cosmetics according to the order details through the order delivery processing unit 350 (step S490).

Although described above with reference to preferred embodiments of the present invention, those skilled in the art will variously modify and change the present invention within the scope not departing from the spirit and scope of the present invention described in the following claims. You will understand that you can do it.

100: Customized cosmetics order manufacturing service provision system
110: user terminal 130: service providing device
150: database 170: cosmetic manufacturing system
190: cosmetic delivery system
210: processor 230: memory
250: user input/output unit 270: network input/output unit
310: order request receiving unit 320: base composition determining unit
330: active ingredient determination unit 340: customized cosmetics manufacturing unit
350: order delivery processing unit 360: control unit

Claims (5)

In the method performed in an apparatus comprising an order request receiving unit, a base composition determining unit, an active ingredient determining unit, a customized cosmetic manufacturing unit and an order delivery processing unit,
Receiving a cosmetic order request including essential input information on container design and cosmetic functions and optional input information on user skin condition information from a user terminal through the order request receiving unit;
Determining a base composition for manufacturing customized cosmetics based on the user skin condition information through the base composition determination unit;
Determining at least one customized active ingredient that provides the cosmetic function from among a plurality of functional active ingredients that can be mixed with the base composition through the active ingredient determination unit;
Manufacturing the customized cosmetics by mixing the base composition and the at least one customized active ingredient through the customized cosmetics manufacturing unit, and filling and packaging the cosmetics container corresponding to the container design; And
Including the step of delivering the customized cosmetics according to the order details through the order delivery processing unit,
The step of determining the customized active ingredient
Determining a set of basic active ingredients associated with the base composition according to a matching table in which a set of active ingredients including a plurality of functional active ingredients mixable for each base composition is matched;
Determining at least one cosmetic product including each functional active ingredient for the set of basic active ingredients;
Collecting user evaluation of the at least one cosmetic product and assigning a priority according to user preference through big data analysis;
Extracting the component ratio of the functional active ingredient from the cosmetics associated with the highest priority;
For the set of basic active ingredients, classifying functional active ingredients by function and adjusting the component ratio of each functional active ingredient based on the sum of the component ratios for each function; And
And determining the at least one customized active ingredient by excluding functional active ingredients in which the adjusted ingredient ratio is less than or equal to a preset threshold ratio.
The method of claim 1, wherein the receiving step
Receiving the essential input information from the user terminal;
Determining a cosmetic volume according to the container design;
Determining a cosmetic price according to the container design, the cosmetic volume, and the cosmetic function, and requesting payment from the user terminal; And
And completing reception of the cosmetic order request upon receipt of payment completion for the cosmetic price from the user terminal.
The method of claim 1, wherein determining the base composition
If the cosmetic order request does not include the selection input information, estimating a cosmetic preference type by collecting the cosmetic purchase history of the user based on the identification information of the user terminal; And
And estimating the user's skin condition information according to the cosmetic preference type.
delete The method of claim 1, wherein the packaging step
Determining a label color corresponding to the container design and determining a label size according to the size of the cosmetic container; And
Including the step of generating a sticker label attached to the outer surface of the cosmetic container based on the label color and the label size,
The generating step
On the sticker label, further comprising printing a cosmetic ingredient table for the base composition and the at least one customized active ingredient, and a cosmetic usage derived based on the customized active ingredient having the highest ingredient ratio, respectively. A method of providing customized cosmetics order manufacturing service based.

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