KR102593155B1 - Multiple interface providing device for efficient clothing sales - Google Patents

Abstract

One embodiment may provide a plurality of interface providing devices for efficient clothing sales. For example, the first interface may provide a first page for receiving information related to specific clothing, and a second page including at least one screen for designing the specific clothing, and the second interface may provide the Information about a clothing product may be provided, and the third interface may include information about an evaluation score for each of a plurality of parameters for the clothing product.

Description

{Multiple interface providing device for efficient clothing sales}

This application relates to a device for providing multiple interfaces for efficient clothing sales.

In the past, advertisers have used certain advertising methods to deliver content to a widely distributed audience using various media to encourage the purchase of products, with the goal of persuading them to purchase products.

However, most conventional advertising methods use print or electronic media (e.g. TV), and for products such as clothing products that require actual use and/or experience, the advertising effect may be more significant than for other products. In addition, clothing products are sensitive to consumer trends, but these trends are rapidly changing online, making it difficult for clothing manufacturers to identify consumer-oriented trends.

Therefore, an advertising method that maximizes the advertising effect by allowing consumers to directly use and/or experience clothing products that require actual use and/or experience, and a technology to produce clothing products that match consumer trends are needed. It is being demanded.

According to an embodiment of the present application, one object is an electronic device and operation thereof for improving the advertising effect for a clothing product by providing a clothing product as a type of sample and mandating the writing of review information when consumers want to switch to purchasing. It's about method.

According to an embodiment of the present application, another task is to improve the convenience of clothing producers by providing recommendation information to produce clothing that meets recent trends based on an artificial intelligence model generated based on review information written by consumers. The object is to provide an electronic device and operating method.

The problem to be solved by this application is not limited to the above-mentioned problems, and problems not mentioned can be clearly understood by those skilled in the art from this specification and the attached drawings. .

According to an embodiment of the present application, a method of operating a server includes: registering information about a clothing product, wherein the information about the clothing product is stored in a first electronic device of a manufacturer of the clothing product connected to the server. It is received from the first electronic device through a first interface provided by the device, and the first interface includes a first page for receiving information related to specific clothing, and at least one screen for designing the specific clothing. Implemented to provide a second page, sending a request to a distribution server of the distribution center so that the clothing product is stocked in the distribution center, and receiving a message indicating completion of stocking of the clothing product from the distribution server; When identifying a connection of a consumer's second electronic device to the server, providing a second interface containing information about the clothing product to the second electronic device; Receiving a request for provision of the clothing product from the second electronic device based on providing the second interface; requesting delivery of the clothing product to the consumer's address of the second electronic device to the logistics server; Based on a request to send the clothing product, receiving review information about the clothing product from the second electronic device, wherein the review information is sent to the consumer's second electronic device connected to the server. is received from the second electronic device through a third interface provided by the third interface, and the third interface includes information on evaluation scores for each of a plurality of parameters for the clothing product, and the plurality of parameters are applied to the clothing product. Completing a purchase conversion for the product of the electronic device based on the received review information, including design, color, and price, and providing points corresponding to the review information to the consumer; An operating method may be provided, including:

According to an embodiment of the present application, the server includes: a database; communication circuit; and at least one processor, wherein the at least one processor: registers information about a clothing product, and provides the information about the clothing product to a first electronic device of the manufacturer of the clothing product connected to the server. Received from the first electronic device through a first interface, the first interface includes a first page for receiving information related to specific clothing, and at least one screen for designing the specific clothing. is implemented to provide a page, transmitting a request to a distribution server of the distribution center so that the clothing product is stocked in the distribution center, receiving a message indicating completion of stocking of the clothing product from the distribution server, and receiving a second message from the consumer. When identifying a connection of an electronic device to the server, providing a second interface containing information about the clothing product to the second electronic device, and based on providing the second interface, the second electronic device Based on receiving a request for provision of the clothing product from the server, requesting delivery of the clothing product to the consumer's address of the second electronic device to the logistics server, and requesting delivery of the clothing product, Review information about the clothing product is received from a second electronic device, and the review information is received from the second electronic device through a third interface provided to the consumer's second electronic device connected to the server, The third interface includes information on evaluation scores for each of a plurality of parameters for the clothing product, and the plurality of parameters include design, color, and price for the clothing product, based on the received review information. Thus, a server may be provided, configured to complete a purchase conversion for the product of the electronic device and provide points corresponding to the review information to the consumer.

The solution to the problem is not limited to the above-mentioned solution, and the solution not mentioned can be clearly understood by those skilled in the art from this specification and the attached drawings. .

According to an embodiment of the present application, the electronic device and its operating method can improve the advertising effect for clothing products by providing clothing products as a type of sample and mandating the creation of review information when consumers want to switch to purchasing. .

According to an embodiment of the present application, an electronic device and a method of operating the same are provided to a clothing producer by providing recommendation information to produce clothing that meets recent trends based on an artificial intelligence model generated based on review information written by a consumer. Convenience can be improved.

According to various embodiments, the effects are not limited to the effects described above, and effects not mentioned can be clearly understood by those skilled in the art from this specification and the attached drawings. .

Figure 1 is a diagram for explaining an example of devices included in a smart advertising system according to an embodiment of the present application.
Figure 2 is a block diagram showing an example of the configuration of an electronic device according to an embodiment of the present application.
Figure 3 is a block diagram showing an example of the configuration of servers (eg, server, logistics server) according to an embodiment of the present application.
Figure 4 is a flowchart to explain an example of the operation of a smart clothing sales system according to an embodiment of the present application.
Figure 5 is a diagram for explaining an example of an operation of providing a clothing product as a sample to a user of a smart clothing sales system according to an embodiment of the present application.
FIG. 6 is a diagram illustrating an example of an operation of providing an interface for a clothing manufacturer in a smart clothing sales system to produce clothing products according to an embodiment of the present application.
FIG. 7 is a diagram illustrating an example of an operation for providing information about various types of products to a user of a smart clothing sales system according to an embodiment of the present application.
Figure 8 is a diagram for explaining an example of an operation for receiving review information of a smart clothing sales system according to an embodiment of the present application.
Figure 9 is a flowchart for explaining another example of the operation of a smart clothing sales system according to an embodiment of the present application.
Figure 10 shows an operation of obtaining information about a clothing product produced by a producer of a server according to an embodiment of the present application, and review information received from a consumer's electronic device corresponding to the clothing product. This is a drawing to explain an example.
FIG. 11 is a diagram illustrating an example of an operation for generating an artificial intelligence model by performing learning on a server according to an embodiment of the present application.
FIG. 12 is a diagram illustrating an example of an operation of providing recommendation information for manufacturing a clothing product with a manufacturer's electronic device based on an artificial intelligence model of a server according to an embodiment of the present application.
Figure 13 is a flowchart for explaining another example of the operation of a smart clothing sales system according to an embodiment of the present application.
Figure 14 is a diagram for explaining an example of an operation for providing re-recommendation information of a smart clothing sales system according to an embodiment of the present application.

According to an embodiment of the present application, a method of operating a server includes: registering information about a clothing product, wherein the information about the clothing product is stored in a first electronic device of a manufacturer of the clothing product connected to the server. It is received from the first electronic device through a first interface provided by the device, and the first interface includes a first page for receiving information related to specific clothing, and at least one screen for designing the specific clothing. Implemented to provide a second page, sending a request to a distribution server of the distribution center so that the clothing product is stocked in the distribution center, and receiving a message indicating completion of stocking of the clothing product from the distribution server; When identifying a connection of a consumer's second electronic device to the server, providing a second interface containing information about the clothing product to the second electronic device; Receiving a request for provision of the clothing product from the second electronic device based on providing the second interface; requesting delivery of the clothing product to the consumer's address of the second electronic device to the logistics server; Based on a request to send the clothing product, receiving review information about the clothing product from the second electronic device, wherein the review information is sent to the consumer's second electronic device connected to the server. is received from the second electronic device through a third interface provided by the third interface, and the third interface includes information on evaluation scores for each of a plurality of parameters for the clothing product, and the plurality of parameters are applied to the clothing product. Completing a purchase conversion for the product of the electronic device based on the received review information, including design, color, and price, and providing points corresponding to the review information to the consumer; An operating method may be provided, including:

According to an embodiment of the present application, the second page of the first interface includes a screen for designing at least one clothes pattern for manufacturing the specific clothing, a screen for providing a 3D preview of the specific clothing, and a design An operating method implemented to include a clothing list screen may be provided.

According to an embodiment of the present application, the second interface includes information about a first product and a second product, the first product and the second product are included in a first subcategory, and the first subcategory When receiving an input for excluding the first product included in the first category from the electronic device, identifying whether other products exist in the first sub-category including the first product; If the other products exist, updating the fourth interface including a third product with the highest priority among the other products and providing the updated fourth interface to the electronic device, The priority is set in proportion to the sales volume of each product, and if the other products do not exist, the first subcategory including the first product is included in another second subcategory included in the first category including the first subcategory. updating the fifth interface including the updated fourth product and providing the updated fifth interface to the electronic device; A method of operation may be provided.

According to an embodiment of the present application, information about the plurality of parameters for each of the plurality of clothing products and information about the evaluation score for each of the plurality of parameters are provided in a form associated with a keyword for each of the plurality of clothing products. Accumulating in a database of a server; An artificial intelligence model for providing recommendation information for each of the plurality of parameters when producing specific clothing, using the keywords, the plurality of parameters, and the evaluation score for each of the plurality of clothing products accumulated in the database as training data. and generating; wherein the artificial intelligence models are implemented to output information about a first weight for each of the plurality of parameters in response to receiving a specific keyword for the specific clothing, and the first When an electronic device is connected, obtaining a first keyword for a first clothing product through the first page of the first interface; Based on inputting the first keyword into the artificial intelligence model, providing first recommendation information for each of the plurality of parameters for producing the first clothing product on the second page of the first interface An operation method including ; may be provided.

According to an embodiment of the present application, at least as part of the operation of accumulating information in the database of the server, the plurality of parameters are determined from information input to produce the plurality of clothing products through the first interface. An operating method may be provided, including; obtaining information about the keyword, and obtaining information about the evaluation score for each of the plurality of parameters from review information input through the third interface. there is.

According to an embodiment of the present application, at least as part of the operation of generating the artificial intelligence models, when weighting some of the plurality of parameters associated with the plurality of keywords, some of the plurality of parameters A method of operation may be provided, comprising: assigning the weight based on an evaluation score corresponding to , wherein the assigned weight is set to be proportional to the evaluation score.

According to an embodiment of the present application, identifying that a specific clothing pattern constituting the specific clothing is drawn on the second page of the first interface by the first electronic device; When the first recommendation information corresponds to the specific clothes pattern, providing a notification about the first recommendation information on the specific clothes pattern, wherein the first recommendation information is information about the first design, or An operation method may be provided, including information about a first color, and, when the first recommendation information is selected, applying the first recommendation information to the specific clothes pattern.

According to an embodiment of the present application, receiving an input for modifying the recommended first recommendation information into other second information from the first electronic device; identifying a first weight corresponding to the first recommendation information and a second weight corresponding to the second information, which are identified based on inputting the first keyword into the artificial intelligence model; If the difference between the first weight and the second weight is less than a preset value, allowing modification of the second information; and when the difference between the first weight and the second weight is greater than or equal to a preset value, re-recommending third information based on the first information and the second information. .

According to an embodiment of the present application, when the first recommendation information is a first color, the second recommendation information is a second color, and the difference between the first weight and the second weight is more than a preset value, An operating method may be provided, including the step of re-recommending a third color as the third information based on a third color value identified based on Equation 1.

According to an embodiment of the present application, the server includes: a database; communication circuit; and at least one processor, wherein the at least one processor: registers information about a clothing product, and provides the information about the clothing product to a first electronic device of the manufacturer of the clothing product connected to the server. Received from the first electronic device through a first interface, the first interface includes a first page for receiving information related to specific clothing, and at least one screen for designing the specific clothing. is implemented to provide a page, transmitting a request to a distribution server of the distribution center so that the clothing product is stocked in the distribution center, receiving a message indicating completion of stocking of the clothing product from the distribution server, and receiving a second message from the consumer. When identifying a connection of an electronic device to the server, providing a second interface containing information about the clothing product to the second electronic device, and based on providing the second interface, the second electronic device Based on receiving a request for provision of the clothing product from the server, requesting delivery of the clothing product to the consumer's address of the second electronic device to the logistics server, and requesting delivery of the clothing product, Review information about the clothing product is received from a second electronic device, and the review information is received from the second electronic device through a third interface provided to the consumer's second electronic device connected to the server, The third interface includes information on evaluation scores for each of a plurality of parameters for the clothing product, and the plurality of parameters include design, color, and price for the clothing product, and is based on the received review information. Thus, a server may be provided, configured to complete a purchase conversion for the product of the electronic device and provide points corresponding to the review information to the consumer.

According to an embodiment of the present application, a computer-readable recording medium records a program for executing a method of selling and designing a clothing product performed on a server, wherein the method of selling and designing a clothing product includes registering information about a clothing product. Includes ;, wherein the information about the clothing product is received from the first electronic device through a first interface provided to the first electronic device of the manufacturer of the clothing product connected to the server, and the first interface is a specific It is implemented to provide a first page for receiving information related to clothing, and a second page including at least one screen for designing the specific clothing, and provides logistics of the distribution center so that the clothing product is stocked in the distribution center. transmitting a request to a server and receiving a message from the logistics server indicating completion of stocking of the clothing product, when identifying a connection of a consumer's second electronic device to the server, Providing a second interface containing information about a clothing product, receiving a request for provision of the clothing product from the second electronic device based on providing the second interface, sending the request to the logistics server Requesting delivery of the clothing product to the consumer's address on a second electronic device, receiving review information about the clothing product from the second electronic device based on the request for shipping the clothing product; Includes, the review information is received from the second electronic device through a third interface provided to the consumer's second electronic device connected to the server, and the third interface includes a plurality of parameters for the clothing product and information about evaluation scores for each field, wherein the plurality of parameters include design, color, and price for the clothing product, and based on the received review information, a purchase conversion for the product of the electronic device. It may include completing and providing points corresponding to the review information to the consumer.

According to an embodiment of the present application, a program is stored in a computer-readable recording medium to perform a method of selling and designing a clothing product on a server, wherein the method of selling and designing a clothing product includes registering information about a clothing product; Including, the information about the clothing product is received from the first electronic device through a first interface provided to the first electronic device of the manufacturer of the clothing product connected to the server, and the first interface is connected to the specific clothing and It is implemented to provide a first page for receiving related information, and a second page including at least one screen for designing the specific clothing, and sends the clothing product to the distribution server of the distribution center so that it is stocked in the distribution center. Transmitting a request and receiving a message from the logistics server indicating completion of stocking of the clothing product, when identifying a connection of a consumer's second electronic device to the server, sending the clothing product to the second electronic device providing a second interface including information about, receiving a request for provision of the clothing product from the second electronic device based on providing the second interface, sending the second interface to the logistics server. Requesting delivery of the clothing product to the consumer's address on an electronic device, and receiving review information about the clothing product from the second electronic device based on the request for shipping the clothing product. And, the review information is received from the second electronic device through a third interface provided to the consumer's second electronic device connected to the server, and the third interface is configured to analyze a plurality of parameters for the clothing product. includes information about an evaluation score, wherein the plurality of parameters include a design, color, and price for the clothing product, and based on the received review information, completes a purchase conversion for the product on the electronic device. and providing points corresponding to the review information to the consumer.

The embodiments described in this specification are intended to clearly explain the idea according to various embodiments to those skilled in the art to which this application pertains, so the present application is not limited to the embodiments described in this specification. No, according to various embodiments, the scope should be interpreted as including modifications or variations that do not depart from the spirit of the various embodiments.

The terms used in this specification are general terms that are currently widely used as much as possible in consideration of their function in the present application, but this may vary depending on the intention of a person skilled in the art, custom, or the emergence of new technology in the technical field to which this application belongs. You can. However, if a specific term is defined and used with an arbitrary meaning, the meaning of the term will be described separately. Therefore, the terms used in this specification should be interpreted based on the actual meaning of the term and the overall content of this specification, not just the name of the term.

The drawings attached to this specification are intended to easily explain the present application, and the shapes shown in the drawings may be exaggerated as necessary to aid understanding according to various embodiments, so the present application is limited by the drawings. That is not the case.

In this specification, if it is determined that detailed descriptions of well-known configurations or functions related to the present application may obscure the main point according to various embodiments, detailed descriptions thereof will be omitted as necessary.

The various embodiments of this document and the terms used herein are not intended to limit the technical features described in this document to specific embodiments, and should be understood to include various changes, equivalents, or replacements of the embodiments. In connection with the description of the drawings, similar reference numbers may be used for similar or related components. The singular form of a noun corresponding to an item may include one or more of the above items, unless the relevant context clearly indicates otherwise. In this document, “A or B,” “at least one of A and B,” “at least one of A or B,” “A, B, or C,” “at least one of A, B, and C,” and “A. Each of phrases such as “at least one of , B, or C” may include any one of the items listed together in the corresponding phrase, or any possible combination thereof. Terms such as "first", "second", or "first" or "second" may be used simply to distinguish one component from another, and to refer to that component in other respects (e.g., importance or order) is not limited. One (e.g., first) component is said to be “coupled” or “connected” to another (e.g., second) component, with or without the terms “functionally” or “communicatively.” When mentioned, it means that any of the components can be connected to the other components directly (e.g. wired), wirelessly, or through a third component.

The term “module” used in this document may include a unit implemented in hardware, software, or firmware, and may be used interchangeably with terms such as logic, logic block, component, or circuit, for example. A module may be an integrated part or a minimum unit of the parts or a part thereof that performs one or more functions. For example, according to one embodiment, the module may be implemented in the form of an application-specific integrated circuit (ASIC).

Various embodiments of the present document are one or more instructions stored in a storage medium (e.g., built-in memory 136 or external memory 138) that can be read by a machine (e.g., electronic device 101). It may be implemented as software (e.g., program 140) including these. For example, a processor (e.g., processor 120) of a device (e.g., electronic device 101) may call at least one command among one or more commands stored from a storage medium and execute it. This allows the device to be operated to perform at least one function according to the at least one instruction called. The one or more instructions may include code generated by a compiler or code that can be executed by an interpreter. A storage medium that can be read by a device may be provided in the form of a non-transitory storage medium. Here, 'non-transitory' only means that the storage medium is a tangible device and does not contain signals (e.g. electromagnetic waves). This term refers to cases where data is stored semi-permanently in the storage medium. There is no distinction between temporary storage cases.

According to one embodiment, methods according to various embodiments disclosed in this document may be included and provided in a computer program product. Computer program products are commodities and can be traded between sellers and buyers. The computer program product may be distributed in the form of a machine-readable storage medium (e.g. compact disc read only memory (CD-ROM)) or through an application store (e.g. Play StoreTM) or on two user devices (e.g. It can be distributed (e.g. downloaded or uploaded) directly between smartphones) or online. In the case of online distribution, at least a portion of the computer program product may be at least temporarily stored or temporarily created in a machine-readable storage medium, such as the memory of a manufacturer's server, an application store's server, or a relay server.

According to various embodiments, each component (eg, module or program) of the above-described components may include a single entity or a plurality of entities. According to various embodiments, one or more of the components or operations described above may be omitted, or one or more other components or operations may be added. Alternatively or additionally, multiple components (eg, modules or programs) may be integrated into a single component. In this case, the integrated component may perform one or more functions of each component of the plurality of components in the same or similar manner as those performed by the corresponding component of the plurality of components prior to the integration. . According to various embodiments, operations performed by a module, program, or other component may be executed sequentially, in parallel, iteratively, or heuristically, or one or more of the operations may be executed in a different order, or omitted. Alternatively, one or more other operations may be added.

1. Smart clothing sales system

Below, a smart clothing sales system according to an embodiment of the present application will be described.

In this specification, the smart clothing sales system is a platform that provides clothing products to consumers as a type of sample and converts the provided products into completed purchases when consumers write reviews for specific products and convert to purchases ( platform). For example, when consumers purchase clothing online, they may not be able to actually wear and/or measure the product, so their satisfaction with purchasing clothing may be relatively lower than when purchasing clothing offline. Therefore, instead of improving consumers' clothing purchase satisfaction by first providing clothing products to consumers as predetermined samples, the smart clothing sales system obliges consumers to write reviews that can be registered on the portal server before purchasing. Advertising of clothing can be promoted by imposing . As will be described later, the smart clothing sales system analyzes reviews provided by consumers, creates an artificial intelligence model based on the analyzed information, and determines current trends based on the created artificial intelligence model. Recommendation information may be provided to a clothing producer (or designer) to design appropriate clothing.

Below, the smart clothing sales system is explained in more detail.

2. Configuration of smart clothing sales system

Figure 1 is a diagram for explaining an example of devices included in a smart clothing sales system according to an embodiment of the present application.

Referring to FIG. 1, a smart clothing sales system may include an electronic device 100, a product server 200, and a logistics center 300.

According to an embodiment of the present application, the electronic device 100 is capable of communicating with the server 200 and includes various types of electronic devices 110 and 120 that can be used by users (e.g., consumers, producers). ) may include. The electronic device 100 may include personal terminals (eg, a smart phone, etc.), electronic devices (eg, a PC, etc.) installed in a fixed location, and a movable personal laptop. For example, consumers can access the server 200 using the electronic device 110 and receive a list of various types of products (eg, clothing products). Consumers use the electronic device 110 to request the server 200 to provide samples for specific products among various types of products, and provide products (e.g., clothing) as samples from the distribution center 300 (e.g. : Delivery) can be received. After using the sample, users use the electronic device 110 to write a review (or review) based on the use of the sample and upload it to the server 200 to promote advertising and then convert to a purchase for a specific product. You can request it. Also, for example, clothing producers connect to the server 200 using the electronic device 120, produce clothing using the interface provided by the server 200, and register it as a product on the server 200. can do.

According to an embodiment of the present application, the server 200 may be a server that registers clothing and sells clothing. For example, when the electronic device 120 of a clothing producer is connected, the server 200 may provide an interface for clothing production and register completed clothing products based on the provision of the interface. Also, for example, when the customer's electronic device 110 is connected as described above, the server 200 provides a list of clothing products registered in the server 200 and provides a list of clothing products registered in the electronic device 110. Clothing products can be sold according to requests received from. At this time, the server 200 may promote the purchase of clothing products by registering reviews received from the electronic device 110 through a portal server before switching to purchasing a product.

According to an embodiment of the present application, the distribution center 300 accumulates information about products provided from the server 200 and sends the stored specific product from the server 200 to the address of a specific customer. Depending on the request received, a specific product can be delivered to the address of a specific customer.

Meanwhile, not limited to the devices included in the smart clothing sales system shown in FIG. 1, the advertising system may be implemented to include more or fewer devices.

2.1. An example of configurations of the electronic device 100 and the server 200

Below, an example of components for performing the operations of components included in the smart clothing sales system will be described. Meanwhile, the smart clothing sales system can be implemented as a system type or on-device type depending on the purpose of implementation, so this will be described later in “2.2 Table of Contents.”

2.1.1 An example of the configuration of the electronic device 200

First, an implementation example of the electronic device 100 will be described.

FIG. 2 is a block diagram illustrating an example of the configuration of an electronic device 100 according to an embodiment of the present application. Meanwhile, without being limited to what is shown in FIG. 2, the electronic device 100 may include fewer or more components than those shown.

Referring to FIG. 2, according to one embodiment, the electronic device 100 may include a first communication circuit 210, a first control circuit 220, an input device 230, and a display 240. .

The first communication circuit 210 can communicate with an external device. For example, the first communication circuit 210 is connected to a network through wireless or wired communication to establish communication with an external device (e.g., the server 200), and various types of communication are transmitted from the server 200 through the established communication. An interface (e.g., web interface) that provides information about products (e.g., clothing products) may be received. The wireless communication may be, for example, LTE, LTE Advance (LTE-A), code division multiple access (CDMA), wideband CDMA (WCDMA), universal mobile telecommunications system (UMTS), Wireless Broadband (WiBro), or GSM ( It may include cellular communication using at least one of the Global System for Mobile Communications). According to one embodiment, wireless communication includes, for example, wireless fidelity (WiFi), Bluetooth, Bluetooth Low Energy (BLE), Zigbee, near field communication (NFC), Magnetic Secure Transmission, and radio. It may include at least one of frequency (RF) or body area network (BAN). According to one embodiment, wireless communications may include GNSS. GNSS may be, for example, Global Positioning System (GPS), Global Navigation Satellite System (Glonass), Beidou Navigation Satellite System (hereinafter “Beidou”), or Galileo, the European global satellite-based navigation system. Hereinafter, in this document, “GPS” may be used interchangeably with “GNSS.” Wired communication may include, for example, at least one of universal serial bus (USB), high definition multimedia interface (HDMI), recommended standard 232 (RS-232), power line communication, or plain old telephone service (POTS). there is. The network may include at least one of a telecommunications network, such as a computer network (e.g., LAN or WAN), the Internet, or a telephone network.

The first control circuit 220 may control the overall operation of the electronic device 100. To this end, the first control circuit 220 may perform computation and processing of various information and control the operation of components of the electronic device 100 (eg, the first communication circuit 210). The first control circuit 220 may be implemented as a computer or similar device using hardware, software, or a combination thereof. In hardware terms, the first control circuit 220 may be provided in the form of an electronic circuit (e.g. CPU, etc.) that processes electrical signals to perform a control function, and in software terms, the first control circuit (220) may be provided as a hardware type ( 220) may be provided in the form of a program that drives it. Meanwhile, unless otherwise specified in the following description, the operation of the electronic device 100 may be interpreted as being performed under the control of the first control circuit 220.

The input device 130 may receive information (eg, diagnostic information from an information input window displayed on the interface) from the user. The input device 230 may be various interfaces or connection ports that receive user input or output information to the user. The input device 230 can be divided into an input module and an output module, and the input module receives user input from the user. User input can take various forms, including key input, touch input, and voice input. Examples of input modules that can receive such user input include traditional keypads, keyboards, and mice, as well as touch sensors that detect the user's touch, microphones that receive voice signals, cameras that recognize gestures through image recognition, etc. A proximity sensor consisting of an illumination sensor or an infrared sensor that detects the user's approach, a motion sensor that recognizes the user's movements through an acceleration sensor or a gyro sensor, and various other types of input means that detect or receive various types of user input. It is a comprehensive concept that includes all of the following. Here, the touch sensor may be implemented as a piezoelectric or capacitive touch sensor that detects touch through a touch panel or touch film attached to the display panel, or an optical touch sensor that detects touch by an optical method. In this case, the input device 230 is implemented in the display 240, which will be described later, and can receive a user's touch input. In other words, the display 240 may include a touch screen as the input device 230 and may receive, for example, a touch, gesture, proximity, or hovering input using an electronic pen or a part of the user's body. You can. In addition, the input device 130 may be implemented in the form of an input interface (USB port, PS/2 port, etc.) that connects an external input device that receives user input instead of a device that detects user input by itself.

The display 240 may include a liquid crystal display (LCD), a light-emitting diode (LED) display, an organic light-emitting diode (OLED) display, a microelectromechanical system (MEMS) display, or an electronic paper display. . The display 140 may display an interface including a window for receiving information from the user (eg, a survey window), an interface that visually configures recommended educational content, etc.

2.1.2 An example of configuration of servers

Below, an example of the configuration of servers (eg, server 200 and logistics server 340) will be described.

Figure 3 is a block diagram showing an example of the configuration of servers (eg, server 200 and logistics server 350) according to an embodiment of the present application. Meanwhile, without being limited to what is shown in FIG. 3, servers (e.g., server 200, supply server 300, logistics server 350) may include fewer or more configurations than the configurations shown. there is.

Below, the server 200 will be described.

Referring to FIG. 3, according to one embodiment, the server 200 includes a first control circuit including a first communication circuit 310, an information acquisition module 321, an interface provision module 322, and a billing module 323. It may include a circuit 320 and a database 330.

The second communication circuit 310 can communicate with external devices. For example, the second communication circuit 310 is connected to a network through wireless or wired communication to establish communication with an external device (e.g., electronic device 110), and to provide various types of products through established communication. An interface for providing information can be transmitted. Since the second communication circuit 310 may be implemented like the first communication circuit 210 of the electronic device 100 described above, redundant description will be omitted.

The second control circuit 320 can control the overall operation of the server 200. To this end, the second control circuit 320 can perform computation and processing of various information and control the operation of components of the server 200 (eg, the second communication circuit 310). Since the second control circuit 320 can be implemented like the first control circuit 320 of the electronic device 100 described above, redundant description will be omitted. Meanwhile, modules included in the second control circuit 320 of the server 200 (e.g., information acquisition module 321, interface provision module 322, and billing module 323, etc.) described below are as described above. The second control circuit 320 may control to perform operations related to the module. In other words, the modules are implemented as programs, computer-readable codes, processes, or instructions for controlling operations related to the modules, and the modules are executed by the second control circuit 320. In this case, the control circuit 320 may be controlled to perform an operation associated with the module.

The second control circuit 320 includes an information acquisition module 321, and the information acquisition module 221 can receive and collect information from an external device (eg, the electronic device 100). For example, the information acquisition module 321 may accumulate information about registered products in the database 330 using the interface providing module 322, which will be described later. Also, for example, the information acquisition module 321 may collect review information about a specific clothing product written by a consumer from the electronic device 100 and accumulate it in the database 330.

The second control circuit 120 includes an interface providing module 322, and the interface providing module 322 provides an interface for exchanging information with the server 200 to the connected electronic devices 110 and 120. You can. For example, when the consumer's electronic device 110 is connected, the interface providing module 322 may provide an interface containing information about various types of products. Also, for example, the interface providing module 322 may provide an interface for receiving review information about a product through the electronic device 110 when a consumer switches to purchase. Accordingly, the user can check information about various types of products on the interface displayed through the electronic device 110, request the purchase of a specific product among the various types of products, and easily review the product. You can write it. Also, for example, the interface providing module 322 may provide an interface for producing clothing products when the electronic device 120 of a clothing producer is connected. Meanwhile, the interface providing module 322 requests authentication of the user connected to the server 200 (e.g., requests account information) and checks whether the user's account information stored in the database 330 matches the entered account information. Thus, it may be set to provide the above-described interface when the user is authenticated.

The first control circuit 320 includes a billing module 323, and the billing module 323 can process payment for the clothing product confirmed to be purchased by the consumer. The payment may be performed through a payment server, and since the payment process is a well-known technology, detailed description will be omitted.

The database 330 can store various information (eg, information about products, information about user accounts, etc.). A database can store data temporarily or semi-permanently. For example, the database 320 of the server 200 contains an operating program (OS: Operating System) for running the server 200, data or programs for hosting a website, or an application (e.g., a web application). Data about, etc. may be stored. Examples of the database 125 include hard disk drive (HDD), solid state drive (SSD), flash memory, read-only memory (ROM), and random access memory (RAM). There may be etc. These databases can be provided as built-in or detachable types.

Meanwhile, the logistics server 340 of the logistics center 300 may be implemented in the same way as the above-described server 200, so duplicate descriptions will be omitted. For example, the logistics server 340 may communicate with external devices (eg, the server 200) using a third communication circuit (not shown) implemented like the second communication circuit 310. The logistics server 340 records the stocking status of clothing products stored in the logistics center 300 in a logistics database (not shown) implemented with the database 330, and the logistics center 300 according to a request received from the server 200. ) can accumulate information on the shipment status of clothing products.

2.2. Implementation example of smart clothing sales system

As described above, the smart clothing sales system can be implemented as a system type or an on-device type.

According to one embodiment, as described above, when the smart clothing sales system consists of the electronic device 100 and the server 200, the smart clothing sales system may be defined as a system type.

Also, according to one embodiment, when the above-described configurations are implemented in one physical device, the smart clothing sales system may be defined as an on-device type. For example, the configurations of the server 200 can be implemented in the electronic device 100, and in this case, the smart clothing sales system can be defined as an on-device type. In this case, the electronic device 100 includes an information acquisition module 321, an interface provision module 322, and a billing module 323, and independently obtains and provides information about various types of products and delivers samples. You can request it from the logistics center.

Also, without being limited to what has been described, the smart clothing sales system can be implemented as a hybrid type that combines the system type and the on-device type as shown. For example, at least one component of the server 200 (e.g., interface providing module 322) is implemented in the electronic device 100, and another component (e.g., database 330) is implemented in the server 200. The form can be defined as a hybrid type.

3. Operation of smart clothing sales system

Hereinafter, various examples of the operation of devices (eg, electronic device 100, server 200, and logistics server 350) that make up the smart clothing sales system will be described.

3.1. First embodiment <Clothing product selling operation and review registration operation>

According to one embodiment, the server 200 registers a clothing product produced by a producer's electronic device 120 and receives a request for a clothing product from a consumer's electronic device 110. In this case, clothing products may be provided as a type of sample. Consumers can receive clothing products, try them on and/or measure them, and then proceed with purchasing. At this time, the server 200 may impose an obligation on the consumer to write a review of the clothing product in return for providing the clothing product as a sample. The server 200 receives review information about clothing products from the consumer's electronic device 110 and registers the received review information on a portal server (and/or SNS (social network system) server) to provide clothing products. Advertising of products can be promoted.

Figure 4 is a flowchart for explaining an example of the operation of a smart clothing sales system according to an embodiment of the present application. According to various embodiments, the operations of the smart clothing sales system are not limited to the order of operations shown in FIG. 4 and may be performed in an order different from the order shown. Additionally, according to various embodiments, more operations may be performed, or at least one operation less than the operations of the smart clothing sales system shown in FIG. 4 may be performed. Hereinafter, FIG. 5 will be described with reference to FIGS. 5 to 7.

Figure 5 is a diagram for explaining an example of an operation of providing a clothing product as a sample to a user of a smart clothing sales system according to an embodiment of the present application. FIG. 6 is a diagram illustrating an example of an operation of providing an interface for a clothing manufacturer in a smart clothing sales system to produce clothing products according to an embodiment of the present application. FIG. 7 is a diagram illustrating an example of an operation for providing information about various types of products to a user of a smart clothing sales system according to an embodiment of the present application. Figure 8 is a diagram for explaining an example of an operation for receiving review information of a smart clothing sales system according to an embodiment of the present application.

According to one embodiment, the server 200 may register product information in operation 401 and request the logistics server 350 to stock the registered product in operation 402. For example, the server 200 provides an interface 511 to the electronic device 120 of a clothing product producer, as shown in 501 of FIG. 5, and provides an interface 511 to a specific clothing product received through the interface 511. Information can be stored in the database 230. The server 200 may configure an interface including information 511 about the stored clothing product to be provided when the customer's electronic device 110 is connected to the server 220 in the future. The server 200 may ensure that clothing products registered in the distribution center 300 are received. Meanwhile, without being limited to what has been described, the products may include cosmetics and food as described above, but are not limited thereto and may include various types of products sold on general shopping sites, such as various electronic products.

According to one embodiment, referring to 601 to 602 of FIG. 6, the interface 511 provided from the management server 200 registers information to sell manufactured products and selects a center to perform production and sales. It may include a first page (page 601 in FIG. 6) for producing a product (e.g., designing clothing) and a second page (page 602 in FIG. 6) for producing a product (e.g., designing clothing). For example, after registration of the designed clothing is completed, the producer's electronic device 120 is configured to input information for selling the clothing received from the management server 100 as shown in 601 of FIG. 6. An interface containing a page can be displayed. The information for selling the clothing includes information 611 for identifying the clothing (i.e., clothing-specific information), such as category information, image information, and detailed description information, and information on producing and shipping the clothing. It may include center information 612 about the center. Each of the sales information 611 (e.g., category information, image information, price, and detailed description information) may be entered through a text field or may be entered by attaching a separate file. The information 612 about the center to be delivered is provided with information about centers already registered in the management server 100, and can be selected by the manufacturer. For example, the management server 100 may select and display a center corresponding to the category of clothing registered by the manufacturer (eg, capable of producing and selling clothing of the corresponding category) among a plurality of pre-registered centers. Information input through the interface 601 of FIG. 6 is accumulated in the database 330 of the server 200 and can be used as information to identify a specific clothing product in the future. As another example, the manufacturer's electronic device 120 displays a screen 611 displaying clothing currently being designed received from the management server 100, as shown in 602 of FIG. 6, and a work screen 622 for designing clothing. ), and an interface including a clothing list screen 623 can be displayed. The producer draws clothes patterns 625 using a predetermined stylus pen 624 or a part of the user's body (e.g., a finger) on the clothing design work screen 622, and edits the drawn clothes patterns (e.g. You can design clothing by adjusting colors, adding patterns, and adjusting shapes. Designed clothing is provided visually through the screen 621, and at this time, clothing designed in three dimensions (3D) may be provided to the producer as a preview. Clothing whose design has been completed can be registered on the list screen 623. Meanwhile, since the interface may implement well-known functions for clothing design (e.g., adjusting line thickness, etc.), detailed descriptions will be omitted. When the production of clothing is completed, information about the design of the clothing is registered in the database 330 of the server 200 and can later be provided to the consumer's electronic device 110. Information about the design of the clothing is provided in the shape of the clothing patterns 615, such as the dimensions of each of the clothing patterns 615 for which drawing and/or production has been completed and the type and/or appearance of the lines used in the design of the clothing patterns 615. It may include information about the clothing, information about the selected color, and a 3D preview of the designed garment.

According to one embodiment, the server 200 may receive sample information from the logistics server 350. For example, as described above, the server 200 provides information about clothing products registered by the manufacturer's electronic device 120 to the distribution center 300 and stores them in the distribution center 300. and/or may be produced. When samples 512 and 514 are stored in the logistics center 400, the logistics server 350 may report information 513 about the stored samples to the server 200.

According to one embodiment, the server 200 may store and manage product information according to completion of receipt of the product in operation 403. As described above, when the stocking of clothing products is completed in the logistics center 300 according to the request of the server 200, a message notifying the stocking of the clothing products is received from the logistics server 350 of the logistics center 300. can do. The server 200 may organize, store, and manage information about clothing products based on reception of the message.

According to one embodiment, the server 200 may classify and store information about the various types of products as shown in 701 of FIG. 7 . For example, the server 200 may classify and store the various types of products by category. In one embodiment, the category (e.g., first category) corresponds to a product group and includes lower-level subcategories (e.g., first subcategory, second subcategory) as shown in 701 of FIG. 7. You may. For example, the first category may be an outerwear group, the first subcategory may be a jacket group, and products A to C may be clothing products included in the jacket group. When the production of a clothing product is completed by the manufacturer's electronic device 120, the server 100 identifies the product group including the product based on the information received through the interface 601 of FIG. 6 and You can register by category. Also, for example, the server 200 may classify and store the various types of products according to priority. In one embodiment, the priority may be set in proportion to sales volume. For example, referring to 701 in FIG. 7, product A, which has a high priority, may have a higher sales volume than product B. The server 200 can accumulate history information on product sales in the server 200, identify sales volume for each product based on the accumulated history information, and set priorities for each product stored in the server 200. there is.

According to one embodiment, the server 200 may identify the connection of the electronic device 100 in operation 404 and provide product information to the electronic device 100. For example, as shown in 502 of FIG. 5, the server 200 provides various types of products (e.g., product A, product B) when the connection of the electronic device 110 of a specific consumer is identified. An interface 521 including information about may be provided. Since the provision of the interface 521 can be performed by the interface provision module 222 as described above, redundant description will be omitted. The electronic device 100 may control the display 240 to display the interface 521 received from the server 200.

According to one embodiment, the server 200 may update and display information about other products instead of the products currently displayed on the interface according to the input of the consumer of the electronic device 100, as shown in FIG. 7. there is. The update of the product information may be performed based on the category and priority in which the product is classified. For example, as shown in 702 of FIG. 7, the electronic device 100 inputs an input to delete one product (e.g., product A) among products (e.g., product A and product B) that the consumer is currently displaying on the interface. When receiving (721), this can be notified to the server 200. The server 200 provides the electronic device 100 with an updated interface 631 in response to the input, as shown in 703 of FIG. 7, and the interface 731 displays the deleted product (e.g., product A). ) Instead, it can be implemented to display another product (e.g., product C) with the highest priority among the products included in the subcategory (e.g., first subcategory) that contains the deleted product (e.g., product A). there is. Also, for example, the server 200 may receive an input 732 for deleting an updated product (eg, product C) as shown in 703 of FIG. 7 . If there are no other products in the subcategory (e.g., first subcategory) included in the deleted product (e.g., C product), the server 200 selects the category (e.g., first subcategory) containing the subcategory (e.g., first subcategory). The deleted product can be updated with products in another sub-category (e.g., second sub-category) included in the first category. For example, the server 200 provides the electronic device 100 with an updated interface 641 in response to the input, as shown at 704 in FIG. 7, and the interface 641 displays the deleted product ( Instead of (e.g., C product), it may be implemented to display another product (e.g., D product) with the highest priority among products included in another subcategory (e.g., second subcategory). Accordingly, the electronic device 100 with a small area can effectively provide information about products.

According to one embodiment, the server 200 may receive a request for a specific product from the electronic device 110 in operation 405 and request delivery of the requested product to the logistics server 350 in operation 406. For example, the server 200 may receive information indicating that a specific product (eg, product A) has been selected from the electronic device 100, as shown in 502 of FIG. 5 . The server 200 may request the logistics server 350 of the logistics center 300 to deliver the selected product 522 (eg, product A) to the address of a specific consumer. Accordingly, an employee working at the distribution center 300 can deliver the sangpu 522 to the consumer's address according to the request.

According to one embodiment, the server 200 may determine whether to provide a product to the consumer based on information about the consumer. For example, the server 200 may set a policy not to provide products to specific users. For example, the server 200 identifies information accumulated in the server 200 about a consumer requesting a sample, and if the number of review information compared to the previously purchased product written by the consumer is less than the preset ratio, A consumer's product request may be rejected. Additionally, the server 200 may transmit a notification to the consumer's electronic device 110 to create review information that has not been previously written.

According to one embodiment, the server 200 may receive a product purchase request and review registration from the electronic device 110 based on the request to send the product in operation 407. For example, as shown in 701 of FIG. 8, after trying on and/or measuring a specific product, the consumer accesses the server 200 using the electronic device 110 to purchase a specific product (e.g., Product A). You can write a review about the product and decide whether to purchase or not. The server 200 provides the electronic device 110 with an interface 810 for receiving information about the review, and evaluation information about the design of a specific product (e.g., product A) through the interface 810. (811), evaluation information on color (812), evaluation information on price (813), and other detailed review information (815) can be received. The evaluation information about the design may include evaluation information about the shape (eg, size, type of line, and appearance) of each of the clothes patterns 615 designed by the above-described manufacturer. The evaluation information includes high, medium, and low points that can be scored, and may be scored without being limited to what is described and/or shown. The server 200 may register the information about the review with the portal server 800 and distribute it to users of other electronic devices connected to the portal server 800. When the user (eg, user A) receives a purchase conversion of a product (eg, product A), the server 200 may update information to indicate that the product has been sold to the user.

According to one embodiment, the server 200 may receive payment for advertising fees in operation 408 and grant points to the user in operation 410. For example, as shown in 802 of FIG. 8, the server 200 calculates the advertising cost according to the quality of the review information entered by the consumer based on the consumer's purchase of the product, and adds the advertising cost calculated for the consumer. A corresponding predetermined reserve amount (821) can be granted. The accumulated points 821 can be used like cash when a consumer purchases a product through the server 200.

3.2 Second embodiment <Operation of providing recommendation information for producing clothing products based on review information written by the consumer>

Since the operations of the smart clothing sales system described above can be applied to the second embodiment, redundant description will be omitted.

According to one embodiment, the server 200 is based on information about a clothing product produced by a producer and review information received from the consumer's electronic device 110 corresponding to the clothing product, Artificial intelligence models can be trained. The artificial intelligence model provides recommended information for producing clothing products with the highest review scores in response to receiving unique information (e.g., category information) corresponding to the clothing product when the producer later produces clothing products. It can be implemented to output. Based on Sanggu recommendation information, producers can conveniently produce clothing products that match trends.

Figure 9 is a flowchart for explaining another example of the operation of a smart clothing sales system according to an embodiment of the present application. According to various embodiments, the operations of the smart clothing sales system are not limited to the order of operations shown in FIG. 9 and may be performed in an order different from the order shown. Additionally, according to various embodiments, more operations may be performed, or at least one operation less than the operations of the smart clothing sales system shown in FIG. 9 may be performed. Hereinafter, FIG. 9 will be described with reference to FIGS. 10 to 12.

10 shows information about a clothing product produced by a producer of the server 200 according to an embodiment of the present application, and a review received from the consumer's electronic device 120 corresponding to the clothing product. This diagram is intended to explain an example of an operation to obtain information. FIG. 11 is a diagram illustrating an example of an operation for generating an artificial intelligence model by performing learning of the server 200 according to an embodiment of the present application. Figure 12 is for explaining an example of an operation of providing recommendation information for producing a clothing product with the manufacturer's electronic device 120, based on the artificial intelligence model of the server 200 according to an embodiment of the present application. It is a drawing.

According to one embodiment, the server 200 may obtain at least some information from information about clothing pre-stored in the server in operation 901. For example, the server 200 determines the sales volume at a specified rate ( Example: Information included in the top 5%) can be extracted. Below, information on each parameter (e.g., design 1001, color 1002, price 1003) of the clothing product stored in the database 330 and information on the evaluation score for each parameter will be described. .

According to one embodiment, parameters for the clothing products may include design (1001), color (1002), and price (1003). As described above, the design 1001 relates to the designs of each of the clothes patterns 625 (e.g., clothes patterns corresponding to the body, shoulders, sleeves, arms, etc.), including dimensions (length), type of line, and It can mean appearance. For example, as shown in FIG. 10, the server 200 extracts the information written in the interfaces 511 and 512 for inputting information about clothing provided by the producer, thereby generating the parameters 1001 and 1002. , 1003), information 1010 for each can be extracted. For example, the server 100 may provide information about the design 1001 (e.g., information about the size of the sleeve) and information about the color 1002 (e.g., blue) for a specific product (e.g., product A). , and information about the price (1003) (e.g., Xx, xxx won) can be extracted. For example, the server 200 extracts information (e.g., information about the price 1003) entered by the producer through an interface (e.g., interface 601 in FIG. 6), and/or Information about the design 1001 and information about the color 1002 can be extracted based on analyzing each of the clothes patterns designed by the producer through an interface (e.g., interface 602 in FIG. 6). . Also, for example, the server 200 determines each parameter (e.g., design 1001, color 1002, price) from information about the customer's review of the specific product (e.g., product A). (1003)), the evaluation score (1020) (e.g., high, middle, low) can be extracted. Accordingly, as a result, the server 200 processes the evaluation score 1020 into a related form for each information 1010 about the parameters for a specific clothing product (e.g., product A) produced by the producer. You can. Accordingly, accurate evaluation can be made by specific parameters (e.g., design (1001), color (1002), price (1003)) of the clothing product (e.g., product A) produced by the producer. .

According to one embodiment, the server 200 provides information 1010 and an evaluation score for each of the parameters for a specific clothing product (e.g., product A) in a form associated with a keyword for a specific product (e.g., product A). Information 1020 about can be accumulated in the database 330. For example, the keywords are words representing a specific product (eg, product A), and can be extracted from information entered by a producer through an interface (eg, interface 601 in FIG. 6). For example, the server 200 extracts a word entered as a category (e.g., Outer), and/or extracts a keyword from texts entered as detailed information (e.g., the word “interseasonal dragon” from detailed information). extracted) can be done. For example, the server 200 can use a well-known algorithm such as text rank for keyword extraction, so detailed description will be omitted. That is, the extracted keyword can be used as a word to identify the specific product (eg, product A).

According to one embodiment, the server 200 may learn an artificial intelligence model based on some information obtained in operation 902. As described above, the server 200 may obtain some of the information about the parameters of the clothing product and the information about the evaluation score for each parameter stored in the database 330 to be associated with the keyword of the specific clothing product. . Hereinafter, the operation of generating the artificial intelligence model 1100 based on keyword information of the server 200, information about clothing product parameters, and information about evaluation scores for each parameter will be described.

In one embodiment, the server 200 first collects the information (e.g., keyword information, clothing product) to generate an artificial intelligence model 1100 for outputting recommendation information for clothing production, as shown in 1102 of FIG. 11. information about the parameters and information about the evaluation score for each parameter, etc.) can be processed into a form that can be learned. For example, the server 200 may perform operations (e.g., allocation, wrangling) such as preprocessing each piece of information, converting it into matrix values capable of matrix operations, and sorting the converted matrix values so that they can be computed. Since the operation of preprocessing the data is a well-known technique, detailed description will be omitted.

In one embodiment, the server 200 performs learning using processed information (e.g., keyword information, information about clothing product parameters, information about evaluation scores for each parameter, etc.) as training data. By proceeding, an artificial intelligence model 1100 can be created. For example, as shown in 1103 of FIG. 11, the management server 110 may include information about keywords among information (e.g., keyword information, information about parameters of clothing products, information about evaluation scores for each parameter, etc.) Example: Outer, for inter-season) as input data, and information on the parameters of the clothing product (e.g., information on design, information on color, and information on price) is set as output data ( output data), learning (e.g., parameter (e.g., weight) learning 1130) can be performed based on various types of artificial intelligence learning algorithms. Since the artificial intelligence learning algorithm may include various types of well-known machine learning and deep learning algorithms, detailed descriptions are omitted. At this time, the server 200 may perform weight learning 1130 based on the evaluation score. For example, the server 200 may assign a higher weight to information about parameters with high evaluation scores. Specifically, when assigning weight to a specific parameter associated with a specific keyword, the server 200 identifies information 1003 (e.g., high, medium, low) about the evaluation score corresponding to the specific parameter, and Weights corresponding to information about the evaluation score can be assigned. At this time, the weight may be proportionally higher as the evaluation score is higher. According to the learning, the generated artificial intelligence model 1000 responds to receiving keyword information 1141 related to clothing, and sets parameters of the clothing (e.g., design 1001, color 1002, and price ( 1003)) may be implemented to finally output star weights 1142. For example, the artificial intelligence model 1100 may be implemented to output the highest weight for a parameter that is most related to a specific keyword and has the highest evaluation score, according to the results of the learning. For example, if the information about the color that was most related to the keyword “interseasonal” and had a high evaluation score was “gray,” the artificial intelligence model 1100 would say “gray” in response to the keyword “interseasonal” being input. It can be learned to output the highest weight for the color parameter.

According to one embodiment, the server 200 obtains a keyword for the currently input clothing product in operation 903, inputs identification information into the artificial intelligence model in operation 904, and produces a clothing product based on the output information. Recommendations for doing so can be provided. For example, when the manufacturer's electronic device 120 is connected as shown in 1201 of FIG. 12, the server 100 provides information about the clothing to be designed by the manufacturer as shown in 601 of FIG. 6 described above. An interface for receiving input may be provided through the electronic device 120. The server 100 performs an operation of extracting a keyword (e.g., outer) from information input from the electronic device 120, and in response to inputting the extracted keyword into the artificial intelligence model 1100, As shown at 1201 in FIG. 12, information about weights for each parameter (eg, design, color, price) output from the artificial intelligence model 1100 can be obtained. For example, as shown at 1201 in FIG. 12, the server 200 selects a first design (e.g., the width of the body must be a preset width), a second color (e.g., blue), and a first price. It can be identified as having the highest weight. The server 200 may provide the electronic device 120 with an interface for design as shown in 602 of FIG. 6 described above. At this time, the server 200 may provide recommended information for each parameter (eg, design, color, price range) on the interface. For example, when the server 200 identifies a design of a clothing pattern (e.g., a torso clothing pattern) associated with a design with the highest weight from the electronic device 120 as shown in 1202 of FIG. 12, the server 200 selects a design with the highest weight. Information about the first design identified as (e.g., the width of the torso must be a preset width) may be displayed on the clothes pattern. As another example, the server 200 may recommend the second color with the highest weight for each cloth pattern, as shown in 1202 of FIG. 12 . As another example, as shown in 1202 of FIG. 12, the server 200 may recommend the first price with the highest weight on the data input field where the price is entered. At this time, when the server 200 receives an input for selecting the recommended information on the producer's electronic device 120, the server 200 automatically selects the recommended design information (e.g., first design information) and color information (e.g., second design information). Color information) can be applied to the clothes pattern, or a price (e.g. first price) can be entered in the data entry field.

3.3. Third embodiment <When information about recommended parameters is modified, re-recommendation operation based on weight>

Since the operations of the smart clothing sales system described above can be applied to the third embodiment, redundant description will be omitted.

According to one embodiment, when the recommendation information provided to the producer's electronic device 120 changes, the server 200 may identify a weight corresponding to the changed information and provide re-recommendation information based on the identified weight. there is.

Figure 13 is a flowchart for explaining another example of the operation of a smart clothing sales system according to an embodiment of the present application. According to various embodiments, the operations of the smart clothing sales system are not limited to the order of operations shown in FIG. 13 and may be performed in an order different from the order shown. Additionally, according to various embodiments, more operations may be performed, or at least one operation less than the operations of the smart clothing sales system shown in FIG. 13 may be performed. Hereinafter, FIG. 13 will be described with reference to FIG. 14.

Figure 14 is a diagram for explaining an example of an operation for providing re-recommendation information of a smart clothing sales system according to an embodiment of the present application.

According to one embodiment, the server 200 may receive an input for modifying information about a specific parameter among the information for each recommended parameter in operation 1301. For example, as described above, the server 200 provides recommendation information (e.g., first design, second color, first price) with the highest weight for each parameter (e.g., design, color, price range) on the interface. can be provided. At this time, as shown in 1401 of FIG. 14, the server 200 inputs (for example, the second color and the first price) to change some of the information recommended from the electronic device 120 through the interface ( Example: Change the first price to the second price (1411), change the second color to the first color (1412).

According to one embodiment, the server 200 may recommend other information about the modified parameter based on the weight of the modified parameter in operation 1302. For example, the server 200 identifies weights (e.g., 0.1, 0.4) for the modified information (e.g., first color and second price), and parameters of the identified weight and modified information, respectively. The difference between the highest weights (e.g., the weight of the second color (e.g., 0.8) and the weight of the first price (0.5)) may be calculated and re-recommendation information may be provided based on the calculated difference. In one embodiment, the server 200 may allow modification of the information if the calculated difference is less than a preset value. For example, as shown in 1402 of FIG. 14, the server 200 determines that the difference (0.1) between the weight of the first price (0.5) and the weight of the second price (0.4) is a preset value (e.g., 0.2). Based on the value being less than or equal to the value, modification to the second price may be permitted and the second price may be entered in the data input field (1421). In one embodiment, if the calculated difference is greater than or equal to a preset value, the server 200 may not allow modification of the information and may provide re-recommendation information based on the modified information and previously recommended information. there is. For example, as shown in 1402 of FIG. 14, the server 200 determines that the difference (0.7) between the weight of the first color (0.1) and the weight of the second color (0.8) is a preset value (e.g., 0.2). Based on the above, a change to the first color (1412) may be disallowed, and a third color, which is a color identified based on the first color and the second color, may be re-recommended (1422). For example, the server 200 selects a color value to be re-recommended using the value of the first color, the weight of the first color, the value of the second color, and the weight of the second color, based on Equation 1 below. Calculate and re-recommend a third color with the identified value.

According to one embodiment, the above-mentioned preset value may be determined according to the amount of keyword information (eg, keyword length, number of keywords) input to the artificial intelligence model 1100. For example, the higher the amount of keyword information (eg, keyword length, number of keywords), the lower the preset value may be. For example, as the amount of keyword information increases, the accuracy of the artificial intelligence model 1100 increases, so the accuracy of the recommended information may be high. Accordingly, the server 200 can prevent modification of recommended information by lowering the preset value, thereby producing clothing products that match the trend.

Claims (1)

As a method of operating the server,
A step of registering information about a clothing product, wherein the information about the clothing product is transmitted from the first electronic device through a first interface provided to the first electronic device of the manufacturer of the clothing product connected to the server. Received, the first interface is implemented to provide a first page for receiving information related to specific clothing and a second page including at least one screen for designing the specific clothing,
Sending a request to a distribution server of the distribution center so that the clothing product is stocked in the distribution center, and receiving a message indicating completion of stocking of the clothing product from the distribution server;
When identifying a connection of a consumer's second electronic device to the server, providing a second interface containing information about the clothing product to the second electronic device;
Receiving a request for provision of the clothing product from the second electronic device based on providing the second interface;
requesting delivery of the clothing product to the consumer's address of the second electronic device to the logistics server;
Based on a request to send the clothing product, receiving review information about the clothing product from the second electronic device, wherein the review information is sent to the consumer's second electronic device connected to the server. is received from the second electronic device through a third interface provided by the third interface, and the third interface includes information on evaluation scores for each of a plurality of parameters for the clothing product, and the plurality of parameters are applied to the clothing product. Includes design, color, and price for
Based on the received review information, completing a purchase conversion for the product of the second electronic device and providing points corresponding to the review information to the consumer,
Accumulating information about the plurality of parameters for each of the plurality of clothing products and information about the evaluation scores for each of the plurality of parameters in a database of the server in a form associated with keywords for each of the plurality of clothing products; and
An artificial intelligence model for providing recommendation information for each of the plurality of parameters when producing specific clothing, using the keywords, the plurality of parameters, and the evaluation score for each of the plurality of clothing products accumulated in the database as training data. further comprising generating; wherein the artificial intelligence models are implemented to output information about a first weight for each of the plurality of parameters in response to receiving a specific keyword for the specific clothing,
When the first electronic device is connected, obtaining a first keyword for a first clothing product through the first page of the first interface; and
Based on inputting the first keyword into the artificial intelligence model, providing first recommendation information for each of the plurality of parameters for producing the first clothing product on the second page of the first interface Contains ;,
At least as part of the operation of accumulating information in the database of the server, obtaining information about the plurality of parameters and information about the keyword from information input to produce the plurality of clothing products through the first interface. and obtaining information about the evaluation score for each of the plurality of parameters from review information input through the third interface,
identifying that a specific clothing pattern constituting the specific clothing is drawn on the second page of the first interface by the first electronic device; and
If the first recommendation information corresponds to the specific clothes pattern, providing a notification about the first recommendation information on the specific clothes pattern, wherein the first recommendation information includes information about a first design, or includes information about a first color,
When the first recommendation information is selected, further comprising applying the first recommendation information to the specific clothes pattern,
Receiving an input for modifying the recommended first recommendation information into different second recommendation information from the first electronic device;
Identifying a first weight corresponding to the first recommendation information and a second weight corresponding to the second recommendation information based on inputting the first keyword into the artificial intelligence model;
If the difference between the first weight and the second weight is less than a preset value, allowing modification of the second recommendation information; and
If the difference between the first weight and the second weight is greater than a preset value, re-recommending third recommendation information based on the first and second recommendation information,
At least as part of the operation of generating the artificial intelligence models, when weighting is given to some of the plurality of parameters associated with the keyword for each of the plurality of clothing products, an evaluation score corresponding to some of the plurality of parameters A step of assigning the weight based on; wherein the assigned weight is set to be proportional to the evaluation score,
How it works.