KR102392915B1 - Electronic device for sales for accesory for operating method of thereof - Google Patents

Abstract

According to an embodiment of the present application, a method of operating a server includes the steps of: when an electronic device is connected, providing a first interface including information about a main jewelry and/or at least one sub-jewelry registered in a server, and a first object configured to initiate a test to the electronic device, wherein the main jewelry is an accessory that can be worn on a part of a user's body, and the at least one sub-jewelry is a part accessory that can be worn on the main jewelry; providing at least one interface for acquiring personalized information of the user of the electronic device to the electronic device when the first object is selected by the electronic device, wherein the personalized information includes information on a psychological type associated with the user's accessory and personal information of the user, and the personal information includes information on at least one of the user's age, skin color, hairstyle, or preferred clothing; identifying the psychological type of the user and the personal information of the user on the basis of information received through the at least one interface; identifying some of the plurality of sub-jewels based on a comparison between the psychological type and the personal information and a plurality of configuration information corresponding to components constituting the plurality of sub-jewels; and providing information about some of the identified plurality of sub-jewels to the electronic device. Various other embodiments are possible.

Description

Electronic device for sale of accessories and method of operation thereof

The present application relates to an electronic device for sale of an accessory and an operating method thereof.

In order to predict consumer behavior to escape from the online-centered consumption environment and provide a purchasing process that combines online and offline, each company is conducting online-to-offline (O2O)-based marketing.

In the case of performing the O2O-based marketing, the boundary between on and offline consumption is broken and it is not limited by time and space, so it provides customized consumption value and differentiated consumption experience value by providing unique products to consumers. provision may be made.

In particular, in order to meet the needs of consumers, technology is required to realize the business of business operators to sell products that reflect the individuality of consumers.

According to an embodiment of the present application, an object is to provide an electronic device and an operating method for recommending sub-jewelry for main jewelry based on the user's personalized information, and for regularly selling sub-jewelry. there is.

According to an embodiment of the present application, another task is to recommend a sub-jewelry using an artificial intelligence model implemented based on information successfully sold to a user according to the recommendation of the sub-jewelry, thereby accurately recommending jewelry suitable for the user. An object of the present invention is to provide an electronic device and an operating method.

The problem to be solved by the present application is not limited to the above-mentioned problems, and the problems not mentioned will be clearly understood by those of ordinary skill in the art to which the present application belongs from the present specification and the accompanying drawings. .

According to an embodiment of the present application, as a method of operating a server, when an electronic device is connected, information on main jewelry and/or at least one sub-jewelry registered in the server, and a first object set to start a test providing to the electronic device a first interface including and providing, to the electronic device, at least one interface for obtaining personalized information of a user of the electronic device when the first object is selected by the electronic device, wherein the personalized information includes: It includes information on a psychological type associated with a user's accessory and personal information of the user, wherein the personal information includes information on at least one of the user's age, skin color, hair shape, or preferred clothing, and the at least one identifying the psychological type of the user and the personal information of the user based on the information received through the interface of; identifying some of the plurality of sub-jewelries based on comparing the psychological type and the personal information with a plurality of pieces of configuration information corresponding to components constituting the plurality of sub-jewelries; and providing information on some of the identified plurality of sub-jewelries to the electronic device.

According to an embodiment of the present application, there is provided a server comprising: a database; and at least one processor, wherein the at least one processor includes: when an electronic device is connected, information on the main jewelry and/or at least one sub jewelry registered in the server, and a second set to start a test a first interface including one object is provided to the electronic device, the main jewelry is an accessory wearable on a user's body part, the at least one sub-jewelry is a part accessory wearable on the main jewelry, and the electronic device When the first object is selected by , at least one interface for obtaining the user's personalized information of the electronic device is provided to the electronic device, and the personalized information is based on a psychological type associated with the user's accessory. information about the user and the user's personal information, the personal information includes information on at least one of the user's age, skin color, hair shape, and preferred clothing, based on identifying the psychological type of the user and the personal information of the user, and comparing a plurality of pieces of configuration information corresponding to the psychological type and the personal information with components constituting a plurality of sub-jewelries Thus, a server configured to identify some of the plurality of sub-jewelry and provide information on some of the identified plurality of sub-jewelry to the electronic device may be provided.

Solutions of the problems are not limited to the above-described solutions, and solutions not mentioned will be clearly understood by those of ordinary skill in the art to which the present application belongs from the present specification and the accompanying drawings. .

According to an embodiment of the present application, an electronic device and an operating method may recommend sub-jewelry for main jewelry based on the user's personalized information, and provide for regular sales of sub-jewelry.

According to an embodiment of the present application, an electronic device and an operating method recommend a sub-jewelry using an artificial intelligence model implemented based on information successfully sold to a user according to the recommendation of the sub-jewelry, thereby selecting jewelry suitable for the user. can accurately recommend.

According to various embodiments, the effects are not limited to the above-described effects, and the effects not mentioned will be clearly understood by those of ordinary skill in the art to which the present application belongs from the present specification and the accompanying drawings. .

1 is a diagram for explaining an example of devices included in a smart sales system according to an embodiment of the present application.
2A is a block diagram illustrating an example of the configuration of the sales server 110 according to an embodiment of the present application.
2B is a diagram for explaining an example of an operation of recommending sub-jewelry based on personalized information (eg, psychological type, personal information) of the sales server 110 according to an embodiment of the present application.
3 is a block diagram illustrating an example of the configuration of the electronic device 120 according to an embodiment of the present application.
4 is a flowchart for explaining an example of the operation of the smart sales system according to an embodiment of the present application.
5 is a diagram for explaining an example of an operation of selling sub-jewelry to users of a sales server according to an embodiment of the present application.
6A is a diagram for explaining an example of an operation for acquiring information on a user's psychological type of a sales server according to an embodiment of the present application.
6B is a diagram for explaining an example of an operation for acquiring personal information of a user of a sales server according to an embodiment of the present application.
7 is for explaining an example of an operation of recommending sub-jewelry based on personalized information (eg, psychological type, and/or personal information) of the sales server and configuration information of sub-jewelry according to an embodiment of the present application; It is a drawing.
8 is a flowchart for explaining another example of the operation of the smart sales system according to an embodiment of the present application.
9 is a view for explaining an example of an operation of generating an artificial intelligence model for analyzing information on the economic effect of the management server according to an embodiment of the present application.
10 is a diagram for describing an example of an operation of calculating an economic effect using an artificial intelligence model of a management server according to an embodiment of the present application and providing information on the calculated economic effect to a client server.
11 is a flowchart for explaining another example of the operation of the smart sales system according to an embodiment of the present application.
12 is a diagram for explaining an example of an operation of recommending sub-jewelry based on a history of purchase of sub-jewelry by a user of the sales server 110 according to an embodiment of the present application.

According to an embodiment of the present application, as a method of operating a server, when an electronic device is connected, information on main jewelry and/or at least one sub-jewelry registered in the server, and a first object set to start a test providing to the electronic device a first interface including and providing, to the electronic device, at least one interface for obtaining personalized information of a user of the electronic device when the first object is selected by the electronic device, wherein the personalized information includes: It includes information on a psychological type associated with a user's accessory and personal information of the user, wherein the personal information includes information on at least one of the user's age, skin color, hair shape, or preferred clothing, and the at least one identifying the psychological type of the user and the personal information of the user based on the information received through the interface of; identifying some of the plurality of sub-jewelries based on comparing the psychological type and the personal information with a plurality of pieces of configuration information corresponding to components constituting the plurality of sub-jewelries; and providing information on some of the identified plurality of sub-jewelries to the electronic device.

According to an embodiment of the present application, when the first object is selected by the electronic device, the method comprising: requesting account information for authentication of the user to the electronic device; When the electronic device is authenticated based on the account information received from the electronic device, providing to the electronic device a second interface for acquiring information on the psychological type to the electronic device, including, the second interface includes a plurality of questions and selectable answers to each of the plurality of questions, and obtaining first information about an answer selected for each of the plurality of questions through the second interface; identifying information on the psychological type corresponding to the user based on the obtained first information; providing, to the electronic device, a third interface for obtaining the personal information of the user when the psychological type corresponding to the user is identified, wherein the third interface is the age and skin color of the user , a hair shape, and at least one object for acquiring information on at least one of preferred clothing may be provided.

According to an embodiment of the present application, the components constituting the plurality of sub-jewelry include at least one of a pattern, color, shape, or jewel of a body, and information on the components is stored in advance in the server and identifying scores for the plurality of sub-jewelries according to whether the information on the components of the plurality of sub-jewelry correspond to the psychological type and the personal information; and selecting some of the plurality of western jewelry based on the identified score; including, an operating method may be provided.

According to an embodiment of the present application, identifying information about the first main jewelry purchased by the user; and identifying the plurality of sub-jewelries of a type corresponding to the type of the first main jewelry; including, when the type of the first main jewelry is a bracelet, the type of the plurality of sub-jewelry is beads; A method of operation may be provided.

According to an embodiment of the present application, on the basis of providing information on some of the plurality of sub-jewelry, a purchase request for a specific sub-jewelry is received from the electronic device, and payment for the specific sub-jewelry is performed. processing the shipment to complete the purchase; and transmitting a pop-up message to the electronic device to sell the sub-jewelry after a specified time has elapsed from the time when the purchase is completed.

According to an embodiment of the present application, based on the sub-jewelry recommendation, information on sub-jewelry purchased by a plurality of users stored in the server, information on a psychological type for each of the plurality of users, and personal information obtaining a; generating an artificial intelligence model by using the acquired information on the sub-jewelry, the information on the psychological type, and the personal information as training data; wherein the artificial intelligence model includes information on a specific psychological type and receiving a sub-jewelry recommendation request from the electronic device, being implemented to output information on weights for each of the plurality of sub-jewelries in response to receiving specific personal information; Based on the obtained information on the user's psychological type and input of the personal information into the artificial intelligence model, a weight for each of the plurality of sub-jewelry is obtained, and based on the obtained weight, the highest weight is obtained. identifying a first sub-jewelry; and providing, to the electronic device, a screen configured to visually highlight the first sub-jewelry from among the plurality of sub-jewelries.

According to an embodiment of the present application, the operation of providing, to the electronic device, a screen configured to visually highlight the first sub-jewelry from among the plurality of sub-jewelry may include placing the first sub-jewelry at the top of the screen. A method of operation may be provided, including an operation to cause it to occur.

According to an embodiment of the present application, identifying information about the second sub-jewelry purchased by the user; adjusting a weight for each of the plurality of sub-jewelries based on the similarity between the second sub-jewelry and the plurality of sub-jewelries; identifying a ranking of the adjusted weight of the plurality of sub-jewelry; and displaying the screen on which information on the plurality of jewels is arranged in the order of the order; including, an operating method may be provided.

According to an embodiment of the present application, the degree of similarity between the second sub-jewelry and the plurality of sub-jewelry is determined according to whether a component of the second sub-jewelry corresponds to a component of each of the plurality of sub-jewelries. , an operating method may be provided.

According to an embodiment of the present application, there is provided a server comprising: a database; and at least one processor, wherein the at least one processor includes: when an electronic device is connected, information on the main jewelry and/or at least one sub jewelry registered in the server, and a second set to start a test a first interface including one object is provided to the electronic device, the main jewelry is an accessory wearable on a user's body part, the at least one sub-jewelry is a part accessory wearable on the main jewelry, and the electronic device When the first object is selected by , at least one interface for obtaining the user's personalized information of the electronic device is provided to the electronic device, and the personalized information is based on a psychological type associated with the user's accessory. information about the user and the user's personal information, the personal information includes information on at least one of the user's age, skin color, hair shape, and preferred clothing, based on identifying the psychological type of the user and the personal information of the user, and comparing a plurality of pieces of configuration information corresponding to the psychological type and the personal information with components constituting a plurality of sub-jewelries Thus, a server configured to identify some of the plurality of sub-jewelry and provide information on some of the identified plurality of sub-jewelry to the electronic device may be provided.

According to an embodiment of the present application, as a computer-readable recording medium recording a program for executing a method for selling accessories performed in a server, the method for selling accessories includes, when an electronic device is connected, main jewelry registered in the server and and/or providing, to the electronic device, a first interface including information on at least one sub-jewelry and a first object set to start a test, wherein the main jewelry is an accessory that can be worn on a part of a user's body and the at least one sub-jewelry is a part accessory wearable on the main jewelry, and when the first object is selected by the electronic device, at least one interface for acquiring personalized information of a user of the electronic device providing to the electronic device, wherein the personalized information includes information on a psychological type associated with the user's accessory and personal information of the user, wherein the personal information includes the user's age, skin color, hair a step of including information about at least one of a shape and preferred clothing, and identifying the psychological type of the user and the personal information of the user based on the information received through the at least one interface; the psychological type and identifying some of the plurality of sub-jewelries based on comparison of the personal information with a plurality of pieces of configuration information corresponding to components constituting the plurality of sub-jewelries and the identified plurality of sub-jewelries A computer-readable recording medium may be provided, including providing information on some of the information to the electronic device.

According to an embodiment of the present application, as a program stored in a computer-readable recording medium for performing a method of selling accessories in a server, the method of selling accessories includes main jewelry and/or registered in the server when an electronic device is connected. providing, to the electronic device, a first interface including information on at least one sub-jewelry and a first object set to start a test, wherein the main jewelry is an accessory that can be worn on a part of a user's body; The at least one sub-jewelry is a part accessory wearable on the main jewelry, and when the first object is selected by the electronic device, at least one interface for acquiring personalized information of a user of the electronic device and providing to an electronic device, wherein the personalized information includes information on a psychological type associated with the user's accessory and personal information of the user, wherein the personal information includes the user's age, skin color, hair shape, or information on at least one of preferred clothing, and based on the information received through the at least one interface, identifying the psychological type of the user and the personal information of the user, the psychological type and the Identifying some of the plurality of sub-jewelries based on comparing personal information with a plurality of pieces of configuration information corresponding to components constituting the plurality of sub-jewelries and some of the identified sub-jewelry A program may be provided, including providing information on the electronic device to the electronic device.

According to various embodiments to those of ordinary skill in the art to which the present application belongs, the embodiments described in this specification are for clearly explaining the idea, so that the present application is limited by the embodiments described in this specification No, according to various embodiments, the range should be construed to include modifications or variations without departing from the spirit according to various embodiments.

The terms used in this specification have been selected as widely used general terms as possible in consideration of the functions in the present application, but they may vary depending on the intention, custom, or emergence of new technology of those of ordinary skill in the art to which this application belongs. can However, if a specific term is defined and used in an arbitrary sense, the meaning of the term will be separately described. Therefore, the terms used in this specification should be interpreted based on the actual meaning of the terms and the contents of the entire specification, rather than the names of simple terms.

The drawings attached to this specification are for easy explanation of the present application, and according to various embodiments, the shapes shown in the drawings may be exaggerated as needed to help understanding, so that the present application is limited by the drawings. it is not

In the present specification, when it is determined that a detailed description of a known configuration or function related to the present application may obscure the subject matter according to various embodiments, a detailed description thereof will be omitted if necessary.

The various embodiments of this document and terms used therein are not intended to limit the technical features described in this document to specific embodiments, but it should be understood to include various modifications, equivalents, or substitutions of the embodiments. In connection with the description of the drawings, like reference numerals may be used for similar or related components. The singular form of the noun corresponding to the item may include one or more of the item, unless the relevant context clearly dictates 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 , B, or C" each may include any one of the items listed together in the corresponding one of the phrases, or all possible combinations thereof. Terms such as "first", "second", or "first" or "second" may be used simply to distinguish the element from other elements in question, and may refer to elements in other aspects (e.g., importance or order) is not limited. It is said that one (eg, first) component is "coupled" or "connected" to another (eg, second) component, with or without the terms "functionally" or "communicatively". When referenced, it means that one component can be connected to the other component directly (eg by wire), wirelessly, or through a third component.

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

According to various embodiments of the present document, one or more instructions stored in a storage medium (eg, internal memory 136 or external memory 138) readable by a machine (eg, electronic device 101) may be implemented as software (eg, the program 140) including For example, a processor (eg, processor 120 ) of a device (eg, electronic device 101 ) may call at least one command among one or more commands stored from a storage medium and execute it. This makes it possible for the device to be operated to perform at least one function according to the called at least one command. The one or more instructions may include code generated by a compiler or code executable by an interpreter. The device-readable storage medium 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 a signal (eg, electromagnetic wave), and this term is used in cases where data is semi-permanently stored in the storage medium and It does not distinguish between temporary storage cases.

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

According to various embodiments, each component (eg, a module or a program) of the above-described components may include a singular or a plurality of entities. According to various embodiments, one or more components or operations among the above-described corresponding components may be omitted, or one or more other components or operations may be added. Alternatively or additionally, a plurality of components (eg, a module or a program) may be integrated into one component. In this case, the integrated component may perform one or more functions of each component of the plurality of components identically or similarly to those performed by the corresponding component among the plurality of components prior to the integration. . According to various embodiments, operations performed by a module, program, or other component are executed sequentially, in parallel, repeatedly, or heuristically, or one or more of the operations are executed in a different order, or omitted. or one or more other operations may be added.

1. Smart sales system

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

In the present specification, the smart sales system may be a system for selling accessories such as jewelry (eg, brooches, rings, earrings, and bracelets). For example, the smart sales system may sell jewelry set accessories including main jewelry and a plurality of sub jewelry that may be provided in the main jewelry. As will be described later, for example, the main jewelry may be a jewelry accessory that can be worn on a part of the user's body, such as a bracelet, and the sub jewelry may refer to other items such as beads that can be provided on the main jewelry. The smart sales system may recommend sub-jewelries for adorning the main jewelry suitable for the user based on the personalized information of the user who purchases the main jewelry (eg, a psychological type and personal information to be described later). A user can regularly purchase sub-jewelry through the smart sales system, and can wear jewelry set accessories by decorating the main jewelry with sub-jewelries that match in a timely manner.

Hereinafter, the smart sales system will be described in more detail.

2. Configuration of smart sales system

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

Referring to FIG. 1 , the smart sales system may include a sales server 110 and an electronic device 120 . However, the present invention is not limited to that shown in FIG. 1 and the smart vending system may be implemented to include fewer or more devices than the illustrated devices.

According to an embodiment of the present application, the sales server 110 not only performs an operation to sell accessories such as main jewelry and sub-jewelry, but also personal information of a user who purchases main jewelry through the sales server 110 . It may be a server implemented to perform an operation to recommend sub-jewelry based on . For example, when the electronic device 120 is connected, the sales server 110 may provide a web-page or an application page for providing information on accessories registered for sale. When the type of the electronic device 120 is a PC, a web-page may be provided, and in the case of a mobile terminal (eg, a smart phone), an application page may be provided, and different types may be provided depending on the type of the electronic device 120 . Since it is a well-known technology that the page of is implemented, a detailed description will be omitted. The sales server 110 implements a function for obtaining the user's personalized information on the page, and based on this, receives the personalized information from the electronic device 120 and recommends sub-jewelry corresponding to the personalized information. can

According to an embodiment of the present application, the electronic device 120 may communicate with the sales server 110 and may include various types of electronic devices usable by users (eg, clients). The electronic device may include personal terminals (eg, a smart phone, etc.) 121 , electronic devices (eg, a PC, etc.) 122 provided at a fixed location, and a movable personal notebook 122 .

Meanwhile, it is not limited to the devices included in the smart vending system shown in FIG. 1 , and the smart vending system may be implemented to include more devices or fewer devices.

2.1. An example of configurations of a smart sales system

Hereinafter, an example of components for performing operations of components included in the smart sales system will be described. Meanwhile, since the smart sales system may be implemented as a system type or an on-device type depending on the implementation purpose, this will be described later in "2.2 Table of Contents".

2.1.1 Example of configuration of sales server 110 , client server 120 , and portal server 130 .

First, an example of the configuration of the sales server 110 will be described below.

2A is a block diagram illustrating an example of the configuration of the sales server 110 according to an embodiment of the present application. Meanwhile, without being limited to that shown in FIG. 2A , the sales server 110 may include fewer or more components than the illustrated components.

2B is a diagram for explaining an example of an operation of recommending sub-jewelry based on personalized information (eg, psychological type, personal information) of the sales server 110 according to an embodiment of the present application.

First, the configurations of the sales server 110 will be described below.

Referring to FIG. 2A , according to an embodiment, the sales server 110 includes a first communication circuit 111 , an interface providing module 113 , an information acquisition module 114 , and a jewelry recommendation module 115 . 1 control circuit 112 , and a first database 116 .

The first communication circuit 110 may communicate with an external device (eg, the electronic device 120 ). For example, the first communication circuit 110 is connected to a network through wireless communication or wired communication to establish communication with an external device (eg, the electronic device 120 ) to transmit information and/or data through the established communication. can be exchanged The wireless communication is, for example, LTE, LTE Advance (LTE-A), CDMA (code division multiple access), WCDMA (wideband CDMA), UMTS (universal mobile telecommunications system), WiBro (Wireless Broadband), or GSM ( Global System for Mobile Communications) and the like may include cellular communication using at least one. According to one embodiment, wireless communication is, for example, wireless fidelity (WiFi), Bluetooth, Bluetooth low energy (BLE), Zigbee (Zigbee), near field communication (NFC), magnetic secure transmission (Magnetic Secure Transmission), radio It may include at least one of a frequency (RF) or a body area network (BAN). According to one embodiment, the wireless communication may include GNSS. The GNSS may be, for example, a Global Positioning System (GPS), a Global Navigation Satellite System (Glonass), a 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 standard232 (RS-232), power line communication, or plain old telephone service (POTS). there is. The network 162 may include at least one of a telecommunication network, for example, a computer network (eg, LAN or WAN), the Internet, or a telephone network.

The first control circuit 112 may control the overall operation of the sales server 110 . To this end, the first control circuit 112 may perform calculation and processing of various types of information and may control the operation of components (eg, the first communication circuit 111 ) of the sales server 110 . The first control circuit 112 may be implemented in a computer or similar device according to hardware, software, or a combination thereof. In terms of hardware, the first control circuit 112 may be provided in the form of an electronic circuit (eg, CPU, etc.) that processes electrical signals to perform a control function, and in terms of software, the first control circuit 112 in hardware 112) may be provided in the form of a program for driving. The modules (eg, the interface providing module 113 , the information acquisition module 114 , and the accessory recommendation module 115 ) included in the first control circuit 112 of the sales server 110 to be described below include the first 1 may control the control circuit 112 to perform an operation associated with the module. In other words, the modules are implemented with a program, computer readable code, process or instructions for controlling to perform an operation associated with the module, wherein the modules are executed by the first control circuit 112 . In this case, it is possible to control the first control circuit 112 to perform an operation related to the module. Meanwhile, in the following description, unless otherwise specified, the operation of the electronic device 100 may be interpreted as being performed under the control of the first control circuit 112 .

The first control circuit 112 includes an interface providing module 113, and the interface providing module 113 includes the main jewelry 200 and the sub jewelry registered for sale in the sales server 110 shown in FIG. It may be implemented to provide an interface for providing information about the 210 and an interface for collecting user's personalized information (eg, psychological type, personal information). As described above, the interface may be implemented in the form of a web-page and/or an application page to be provided according to the type of the electronic device 120 . The pages provided by the interface providing module 113 will be further described later with reference to FIGS. 5 to 7 .

Referring to FIG. 2B in one embodiment, the main jewelry 200 may be a bracelet as an accessory wearable by a user, but is not limited to the illustrated and/or described bar, and various types of accessories that can be worn on the user's body (eg : necklaces, earrings, etc.).

In an embodiment, referring to FIG. 2B , the sub-jewelry 210 may be wearable items on the main jewelry 200 . For example, when the main jewelry 200 is a bracelet, the sub jewelry 210 may include a plurality of sub jewelry 211 , 212 , 213 , and 214 in the form of beads. The bead-shaped sub-jewelry 210 may include a body 211a having a hole 211b that can be coupled to the body of the main jewelry 200 . According to the type (or type, or type) of the sub-jewelry 210 , the body 211a of the sub-jewelry 210 may be composed of various types of components. The components may include physical shapes, patterns, colors, and cosmetic items such as jewelry. The jewelry may include artificial diamonds. The configuration information for each component of the sub-jewelry 210 may be stored in advance in the server 110 . Based on the configuration information, the server 110 may recommend a sub-jewelry 210 suitable for the user.

In an embodiment, the psychological type may indicate a preference for a sub-jewelry type. That is, the preferred sub-jewelry may be different for each psychological type. For example, information on answers to questionnaires to be described later corresponding to each psychological type may be previously stored in the server 110 . Accordingly, as will be described later, the sales server 110 (eg, the information acquisition module 114 ) identifies the psychological type based on the answers to the questionnaires, and as will be described later, based on the comparison of the psychological type with the sub-jewelry information, to the user A suitable sub-jewelry can be recommended.

In an embodiment, the personal information is personal information of the user, and may include information that can be referred to to recommend matching jewelry, such as age, face color, and hair style.

The first control circuit 112 includes an information acquisition module 114 , wherein the information acquisition module 114 includes an item (eg, an item selected for purchase by the user through an interface provided based on the interface providing module 113 ). : Information on the main jewelry 200 and/or the sub-jewelries 210) and personalized information (eg, psychological type, personal information) may be acquired.

The first control circuit 112 includes an ornament recommendation module 115, and the ornament recommendation module 115 is acquired using the interface providing module 113 and the information acquisition module 114 as shown in FIG. 2B. A plurality of sub-jewelries 211 and 214 for the main jewelry purchased by the user may be recommended based on the user's psychological type and personal information. The recommended operation will be described in detail later.

The database 116 may store various types of information (eg, a psychological type for each user, personal information for each user, and a purchase history for each user). The database 116 may store data temporarily or semi-permanently. For example, in the database 116 of the sales server 110 , an operating program (OS) for driving the sales server 110, data or programs or applications (eg, web application) may be stored. Examples of the database 116 include a hard disk (HDD), a solid state drive (SSD), a flash memory, a read-only memory (ROM), and a random access memory (RAM). etc. may exist. Such a database may be provided in a built-in type or a detachable type.

2.1.2 Example of configuration of electronic device

Hereinafter, an example of the configuration of the electronic device 120 will be described.

3 is a block diagram illustrating an example of the configuration of the electronic device 120 according to an embodiment of the present application. Meanwhile, without being limited to that shown in FIG. 3 , the electronic device 120 may include fewer or more components than the illustrated components.

First, configurations of the electronic device 120 will be described below.

Referring to FIG. 3 , according to an embodiment, the electronic device 120 may include a second communication circuit 121 , a second control circuit 122 , an input device 123 , and a display 124 .

The second communication circuit 121 may communicate with an external device (eg, the sales server 110 ). For example, the second communication circuit 121 is connected to a network through wireless communication or wired communication to establish communication with an external device (eg, the sales server 110 ), and information and/or data through the established communication. can be exchanged for Since the second communication circuit 121 may be implemented as the first communication circuit 111 of the above-described sales server 110 , a redundant description will be omitted.

The second control circuit 122 may control the overall operation of the electronic device 120 . To this end, the second control circuit 122 may perform calculation and processing of various types of information and may control operations of components (eg, the second communication circuit 121 ) of the electronic device 120 . Since the second control circuit 122 may be implemented as the first control circuit 112 of the sales server 110 described above, a redundant description will be omitted.

The input device 123 may receive (or acquire) information from a user (eg, an input for selecting a graphic object included in a page provided from the sales server 110 ). The input device 123 may be various interfaces or connection ports that receive a user input or output information to the user. The input device 123 may be divided into an input module and an output module, and the input module receives a user input from a user. The user input may be made in various forms including a key input, a touch input, and a voice input. Examples of input modules that can receive such user input include a traditional keypad, keyboard, and mouse, as well as a touch sensor that detects a user's touch, a microphone that receives a voice signal, a camera that recognizes gestures through image recognition, A proximity sensor composed of an illuminance sensor or infrared sensor that detects a user's approach, a motion sensor that recognizes a user's motion through an acceleration sensor or a gyro sensor, and other various types of input means for sensing or receiving various types of user input It is a comprehensive concept that includes all Here, the touch sensor may be implemented as a piezoelectric or capacitive touch sensor for detecting a touch through a touch panel or a touch film attached to the display panel, an optical touch sensor for detecting a touch by an optical method, and the like. In this case, the input device 123 may be implemented in a display 124 to be described later to receive a user's touch input. In other words, the display 124 may include a touch screen as the input device 123 , and may receive, for example, a touch, gesture, proximity, or hovering input using an electronic pen or a part of the user's body. can In addition, the input device 123 may be implemented in the form of an input interface (USB port, PS/2 port, etc.) for connecting an external input device that receives a user input instead of a device that detects a user input by itself.

The display 124 may include a liquid crystal display (LCD), a light emitting diode (LED) display, an organic light emitting diode (OLED) display, or a microelectromechanical system (MEMS) display, or an electronic paper display. . The display 124 may display an interface that visually configures commercial area information.

2.2. Implementation example of smart sales system

The smart vending system may be implemented as a system type or an on-device type as described above.

According to an embodiment, as described above, the operation of providing an interface for collecting and/or managing information through the interface for acquiring personalized information to the electronic device 120 and recommending sub-jewelry based on the personalized information When the operation is performed in the sales server 110 , the smart sales system may be defined as a system type.

According to another embodiment, when the above-described components are implemented in the electronic device 120 , the smart vending system may be defined as an on-device type. For example, the configurations of the sales server 110 may be implemented in the electronic device 120 , and in this case, the smart sales system may be defined as an on-device type. In this case, the electronic device 120 receives and installs a program including the interface providing module 113 , the information acquisition module 114 , and the accessory recommendation module 115 , and based on the execution of the program, the electronic device 120 is personalized by itself. An operation of providing an interface for collecting and/or managing information through an interface for acquiring information and an operation of recommending sub-jewelry based on the personalized information may be performed.

Further, without being limited thereto, the smart sales system may be implemented as a hybrid type in which a system type and an on-device type are combined as shown. For example, at least one configuration (eg, the interface providing module 113) of the sales server 110 is implemented in the electronic device 100, but other configurations (eg, the information acquisition module 114, and the accessory recommendation module ( 115)) implemented in the sales server 110 may be defined as a hybrid type.

3. Operation of the smart sales system

Hereinafter, various examples of operations of devices constituting the smart sales system (eg, the sales server 110 and the electronic device 120 ) will be described.

3.1. 1st embodiment <operation of recommending sub-jewelry>

According to an embodiment, the sales server 110 obtains personalized information (eg, psychological type and/or personal information) from the electronic device 120 , and stores the obtained personalized information and the personal information in advance in the server 110 . Based on the comparison of configuration information of components constituting the sub-jewelry, a sub-jewelry suitable for the user may be recommended.

4 is a flowchart for explaining an example of the operation of the smart sales system according to an embodiment of the present application. According to various embodiments, the operation of the smart vending system is not limited to the order of the operations illustrated in FIG. 4 , and may be performed in an order different from the illustrated order. Further, according to various embodiments, more operations or fewer operations than those of the smart vending system illustrated in FIG. 4 may be performed, or at least one operation less may be performed. Below, also

5 is a diagram for explaining an example of an operation of selling sub-jewelry to users of a sales server according to an embodiment of the present application. 6A is a diagram for explaining an example of an operation for acquiring information on a user's psychological type of a sales server according to an embodiment of the present application. 6B is a diagram for explaining an example of an operation for acquiring personal information of a user of a sales server according to an embodiment of the present application. 7 is for explaining an example of an operation of recommending sub-jewelry based on personalized information (eg, psychological type, and/or personal information) of the sales server and configuration information of sub-jewelry according to an embodiment of the present application; It is a drawing.

According to an embodiment, the sales server 110 may provide a jewelry subscription service to the electronic device 120 in operation 401 . For example, as described above, the sales server 110 is a server of a business operator for selling accessories such as main jewelry and sub jewelry, and as shown in 501 of FIG. The device 120 may periodically transmit a message 500 (eg, a push message) for selling jewelry, or an e-mail. For example, as the sales server 110 provides an interface for membership registration to the electronic device 120 , the user's account (eg, ID and/or password) of the user along with the user's account (eg, ID and/or password) of the electronic device 120 is provided by the sales server 110 . Information (eg, a phone number, an email address, etc.) for transmitting a message (or email) to the electronic device 120 may be acquired. When a request for permission of the jewelry subscription service is received by the user of the electronic device 120 , the sales server 110 may periodically transmit the above-described message 500 (or e-mail) to the electronic device 120 .

According to an embodiment, the message transmitted to the electronic device 120 may include information on accessories sold by the server 110 together with a link to access the sales server 110 . The user may periodically check the accessories sold by the server 110 , and, if desired, may purchase the accessories by accessing the server 110 through a link.

According to an embodiment, the transmission period of the message 500 for providing the subscription service of the sales server 110 may be set by the electronic device 120 , but is not limited thereto and the sales server 110 is not limited thereto. When a new accessory product is registered in , a message 500 may be automatically transmitted to the electronic device 120 . At this time, the message 500 includes information on the newly registered accessory product, and the information on the newly registered accessory product is visually highlighted (eg, located at the top) than other information included in the message 500 . visual emphasis such as color/typeface).

According to an embodiment, when the electronic device 120 is connected in operation 4012 , the sales server 110 may provide an interface for acquiring a psychological type and/or personal information to the electronic device 120 . For example, as shown in 501 and 502 of FIG. 5 , the sales server 110 requests an access 110 of the electronic device 120 based on the transmission of the message 500 for providing the jewelry subscription service. When receiving (eg, the user of the electronic device 120 selects a link in the message), the first interface 520 may be provided to the electronic device 120 . The first interface 520 starts the user's test to recommend sub-jewelry together with the information 522 on items such as the main jewelry and a plurality of sub-jewelries registered in the sales server 110 . It may include an object 523 for When the sales server 110 receives a message indicating that the object 523 is selected by the user from the electronic device 120 , the sales server 110 performs personalization with the electronic device 120 as shown in FIGS. 6A to 6B . Interfaces 601a and 601b for acquiring the specified information may be provided.

According to an embodiment, as shown in FIG. 6A , the second interface 601a for acquiring the psychological type is composed of a plurality of questions and answers corresponding to each of the questions stored in advance in the sales server 110 in advance. It may include question-and-answer questions 611a and 612a. A plurality of answers exist for each question in each of the questions 611a and 612a, and the user can select at least one of the answers. Accordingly, the sales server 110 may acquire information on at least one answer for each of the questions through the second interface 601a.

According to an embodiment, as shown in FIG. 6B , the third interface 601b for acquiring personal information includes various personal information for analyzing jewelry matching the user implemented in advance in the sales server 110 (eg, : may include input objects 611b, 612b, 613b, and 614b for acquiring age, skin color, hair shape, preferred clothing). As an example, a text field 611b for inputting the user's age may be implemented. As another example, an indicator and a bar for setting the degree of skin color for selecting the user's skin color may be implemented as the object 612b. As another example, selection boxes for selecting a user's hair shape and preferred clothing may be implemented as objects 613b and 614b. Accordingly, the sales server 110 may acquire the user's personal information (eg, age, skin color, hair shape, preferred clothing) through the third interface 601b.

According to an embodiment, the sales server 110 may provide a second interface 601a for acquiring the psychological type and a third interface 601b for acquiring the personal information according to whether the user is authenticated. there is. For example, although not shown, when the object 523 is selected by the user, the server 110 is configured to receive the user's account information (eg, ID and/or password) to the electronic device 120 . An interface may be provided, and the electronic device 120 may be authenticated based on account information received through the interface. When the user is not authenticated based on the account information, the sales server 110 may provide only the second interface 601a for acquiring the psychological type. When the user is authenticated based on the account information, the sales server 110 provides the second interface 601a for acquiring the psychological type, and then the acquisition of information on the psychological type through the interface 601a is completed. In this case, a third interface 601b for sequentially acquiring personal information may be provided. The operation of collecting personal information through the third interface 601b for accurate analysis is performed only when the authentication is completed, so that the security of the user's sensitive information can be improved.

According to an embodiment, the sales server 110 may identify the psychological type and/or personal information based on the information obtained through the interface in operation 403 . For example, when answer information for each question is received through the second interface 601a for acquiring the psychological type, the sales server 110 provides information on each of the plurality of psychological types stored in advance in the sales server 110 . One psychological type 621a associated with the user may be identified from among a plurality of psychological types based on a comparison of the answer information for each corresponding question with the received answer information for each question. Also, for example, through the third interface 601a for obtaining the personal information, the sales server 110 may obtain personal information such as the user's age, skin color, hair shape, and preferred clothing.

According to an embodiment, when one psychology type 621a associated with the user is identified from among the plurality of psychology types, the sales server 110 provides details on the psychology type 621a as shown in 602a of FIG. 6A . An interface including description information may be provided to the electronic device 120 . The interface may also include an object 622a for initiating a sub-jewelry recommendation operation for the user. By providing the detailed description information to the user, the sales server 110 may stimulate a desire to purchase jewelry suitable for the user and promote sales.

According to an exemplary embodiment, when personal information such as the user's age, skin color, hair shape, and preferred clothing is identified, the sales server 110 responds to the personal information 621b as shown in 602b of FIG. 6B . An interface including information on the user's avatar may be provided to the electronic device 120 . The interface may also include an object 622b for initiating a sub-jewelry recommendation operation for the user. The sales server 110 may promote sales by stimulating a purchase desire for jewelry matching the user by providing information on jewelry that matches the avatar.

According to an embodiment, the sales server 110 compares the psychological type and/or personal information identified in operation 404 with the configuration information constituting the plurality of sub-jewelries of the ornament, some of the plurality of sub-jewelries can be identified. For example, the sales server 110 (eg, the accessory recommendation module 115) includes configuration information 700a and 700b for the sub-jewelry 700 stored in the sales server 110 as shown in FIG. Based on the comparison of the obtained personalized information (eg, the psychological type 621a and the personal information 621b), the sub-jewelry 700 may be recommended. At this time, the sales server 110 identifies the main jewelry purchased by the user based on the information about the user's purchase history stored in advance in the sales server 110, and recommends it from among a plurality of sub-jewelries corresponding to the identified main jewelry. action can be performed. The corresponding meaning may mean that when the main jewelry is a bracelet, the sub jewelry is a bead, and the types correspond to each other.

As described above, the sub-jewelry 210 is implemented with various components (eg, pattern, color, jewel) according to the type, and the sub-jewelry 210 is provided in each of the components by type in the sales server 110 . The configuration information for this may be pre-stored. In addition, weights may be pre-implemented as shown in [Table 1] below for each configuration information, psychological type, or individual information. For example, referring to [Table 1], in response to the artificial diamond, which is the constituent information of the sub-jewelry 210, personal information is a weight for each psychological type and an information device sales server for a weight for each personal information (eg, skin color) (110) may be stored in advance.

The sales server 110 identifies configuration information (eg, artificial diamond 700a, color 700b) for a plurality of sub-jewelries, and corresponds to the personal information for each configuration information stored in advance as shown in Table 1 above. Based on the weight information, each of the identified configuration information (eg, artificial diamond 700a, color 700b) and the identified personal information (eg, psychological type 621a and personal information 621b) correspond to each other It is possible to obtain a result value obtained by summing the values of the weights. The sales server 110 may identify a result value having the highest result value for each of the plurality of sub-jewelries, and select the sub-jewelry 700 having the identified result value among the plurality of sub-jewelry as the recommended jewelry. Alternatively, without being limited thereto, the sales server 110 may determine a ranking of a result value for each of the plurality of sub-jewelries, and may select sub-jewelry within a designated rank among the plurality of sub-jewelry as recommended jewelry.

According to an embodiment, the sales server 110 may recommend information on some of the plurality of sub-jewelry identified in operation 405 . For example, as shown in 503 of FIG. 5 , the sales server 110 may provide an interface 531 including information on the recommended sub-jewelry 700 to the electronic device 120 . If the purchase request 532 of the interface 531 is selected, the payment for the sub-jewelry 700 may be processed and sent. Since the payment operation and the sending processing operation are well-known techniques, a detailed description thereof will be omitted.

According to an embodiment, the sales server 110 may periodically perform operations 401 to 405 . For example, the sales server 110 may transmit a pop-up message for recommending the sub-jewelry to the electronic device 120 when a specified time elapses from the point in time when the sub-jewelry is purchased by the user. When the electronic device 120 selects the pop-up message and accesses the sales server 110 , the sales server 110 may resume operation 404 from operation 401 .

3.2 Second embodiment <Example of recommending sub-jewelry based on artificial intelligence model>

Since the above-described operations of the smart vending system can be applied mutatis mutandis to the second embodiment, a redundant description will be omitted.

According to an embodiment, when the sub-jewelry is purchased by the user, the sales server 110 may store information on the purchase history in the database 116 . The sales server 110 generates an artificial intelligence model 1100 for more accurately recommending a sub-jewelry based on a user's psychological type and personal information corresponding to the sub-jewelry successfully sold, and the generated artificial intelligence model An operation of recommending a sub-jewelry may be performed based on ( 1100 ).

8 is a flowchart for explaining another example of the operation of the smart sales system according to an embodiment of the present application. According to various embodiments, the operation of the smart vending system is not limited to the order of the operations illustrated in FIG. 8 , and may be performed in an order different from the illustrated order. In addition, according to various embodiments, more operations or fewer operations than those of the smart vending system illustrated in FIG. 8 may be performed, or at least one operation may be performed. Hereinafter, FIG. 8 will be described with reference to FIGS. 9 to 10 .

9 is a diagram for explaining an example of an operation of generating an artificial intelligence model for analyzing information on the economic effect of the management server 110 according to an embodiment of the present application. 10 is an example of an operation of calculating an economic effect using an artificial intelligence model of the management server 110 according to an embodiment of the present application, and providing information on the calculated economic effect to the client server 120 It is a drawing for explanation.

According to an embodiment, the sales server 110 obtains a plurality of pieces of information about the purchaser's psychological type, personal information, and sub-jewelry purchase history stored in the management server in operation 801, and based on the information obtained in operation 802 Thus, it is possible to learn an artificial intelligence model for sub-jewelry recommendation. For example, as described above in the "first embodiment", the sales server 110 sub-jewelry based on the user's psychological type and personal information (eg, the user's age, skin color, hair shape, and preferred clothing). When the sub-jewelry is successfully sold to the user based on the recommendation of there is. Hereinafter, an example of the operation of generating the artificial intelligence model 900 based on the big data accumulated in the database 116 of the sales server 110 will be described.

In one embodiment, as shown at 901 of FIG. 9 , the sales server 110 uses the successfully sold sub-jewelry stored in the database 116 to generate an artificial intelligence model 900 for recommending the sub-jewelry. information about the sub-jewelry, and the psychological type and personal information of the user who purchased the corresponding sub-jewelry can be obtained.

In an embodiment, the sales server 110 processes the acquired information (eg, information on sub-jewelry, psychological type, and personal information) into a form that can be learned as shown in 902 of FIG. 9 (eg, : You can assign text information to a specific value that can be operated with a matrix and preprocess it).

In one embodiment, the sales server 110 generates the artificial intelligence model 900 by using the pre-processed information (eg, information about sub-jewelry, psychological type, and personal information) as training data. can For example, the sales server 110 sets the user's psychological type and personal information as input data, and sets information about the sub-jewelry as output data, so that various types of artificial intelligence Based on the learning algorithm, learning (eg, parameter (eg, weight learning 930 )) may be performed. The artificial intelligence learning algorithm includes various types of well-known machine learning and deep learning. learning) algorithm, so a detailed description is omitted.According to the learning, the generated artificial intelligence model 900 responds to input 931 of the user's psychological type and personal information, sub-jewelry may be implemented to finally output information 932 on It is possible to continue to perform the operation of giving weight to a specific sub-jewelry successfully sold by . As a result, the artificial intelligence model 900 receives the inputted psychological type of a specific user, and a weight value for calculating personal information. In each of the layers, a weight for each type of sub-jewelry can be finally output through an operation of multiplying a weight for a user's psychological type and personal information in each of the layers.

According to an embodiment, the sales server 110 receives a request for sub-jewelry recommendation in operation 903 , and inputs information about the user's psychological type and personal information into the artificial intelligence model in operation 904 to receive the output information. Based on the identification, at least one first sub-jewelry is identified, and in operation 905, an interface arranged so that at least one first sub-jewelry among a plurality of sub-jewelries corresponding to the user's psychological type and personal information is visually emphasized is provided can do. For example, as illustrated in 1001 of FIG. 10 , the sales server 110 provides interfaces (eg, the second interface 601a and the third interface 601b) to the electronic device 120 based on Personalized information (eg, a user's psychological type and personal information) may be obtained. In this case, the sales server 110 responds to inputting the acquired user's psychological type and personal information into the artificial intelligence model 900 as input data 1021 as shown in 1002 of FIG. Information on weights for each sub-jewelry (eg, ornaments X, ornaments Y, and ornaments Z) may be acquired as output data 1022 . In this case, the sales server 110 may identify the sub-jewelry (eg, ornament X) having the highest weight among the plurality of sub-jewelries (eg, ornament X, ornament Y, and ornament Z). Accordingly, as shown in 1003 of FIG. 10 , the sales server 110 provides an interface in which the sub-jewelry (eg, ornament X) 1031 having the highest weight is disposed at a position higher than that of other sub-jewelries, as shown in 1003 of FIG. (120) can be provided. Accordingly, the user can effectively visually recognize the most suitable sub-jewelry. On the other hand, without being limited to the description and/or shown, the sales server 110 highlights the color of the sub-jewelry (eg, X ornament) 1031 with a high weight or displays it larger than other sub-jewelry. It may provide a visually emphasized screen compared to other sub-jewelry.

3.3 Third embodiment <Example in which sub-jewelry is recommended according to the history of purchase of sub-jewelry by the user>

Since the above-described operations of the smart vending system can be applied mutatis mutandis to the third embodiment, a redundant description will be omitted.

According to an embodiment, the sales server 110 may recommend a sub-jewelry that is most suitable for the previously purchased sub-jewelry (eg, suitable when worn together with the main jewelry) based on the history of purchasing the sub-jewelry by the user. there is.

11 is a flowchart for explaining another example of the operation of the smart sales system according to an embodiment of the present application. According to various embodiments, the operation of the smart vending system is not limited to the order of the operations illustrated in FIG. 11 , and may be performed in an order different from the illustrated order. Further, according to various embodiments, more operations or fewer operations than those of the smart vending system illustrated in FIG. 11 may be performed, or at least one operation less may be performed. Hereinafter, FIG. 11 will be described with reference to FIG. 12 .

12 is a diagram for explaining an example of an operation of recommending sub-jewelry based on a history of purchase of sub-jewelry by a user of the sales server 110 according to an embodiment of the present application.

According to an embodiment, the sales server 110 inputs information on the user's psychological type and personal information to the artificial intelligence model in operation 1101 and identifies at least one first sub-jewelry based on the output information. can For example, as shown in 1201 of FIG. 12 , the sales server 110 uses the personalized information (eg, the user's psychological type and personal information) received from the electronic device 120 as input data 1221 for artificial intelligence. In response to input into the model 900 , weights for output sub-jewelries (eg, ornaments X, ornaments Y, and ornaments Z) may be identified. Since the artificial intelligence model 900 is the same as described above in "Second Embodiment", a redundant description will be omitted.

According to an embodiment, the sales server 110 identifies the user's sub-jewelry purchase history in operation 1102, and prioritizes at least one first sub-jewelry based on the sub-jewelry purchase history identified in operation 1103 can decide For example, the sales server 110 identifies information on the purchase history of the sub-jewelry of the user of the electronic device 120, and the sub outputted from the artificial intelligence model 900 based on the identified purchase history information. You can adjust the weights for jewelry (eg, ornaments X, ornaments Y, and ornaments Z). For example, the sales server 110 sets the sub-jewelries output from the artificial intelligence model 900 and the sub-jewelries purchased by the user based on the similarities (u1, u2, u3) between the sub-jewelries (eg, X You can adjust the weight for ornaments, Y ornaments, and Z ornaments). For example, the sales server 110 may calculate the similarity according to whether the configuration information of the components included in the sub-jewelry corresponds. For example, it may be determined that the similarity is greater as the amount of corresponding configuration information increases. The sales server 110 adds a preset weight to the weights for sub-jewelries (eg, X ornaments, Y ornaments, Z ornaments) when the similarity is greater than or equal to the specified value based on the comparison result, and the similarity is less than the specified value It is possible to deduct as much as a pre-set weight from the weights for the sub-jewelries (eg, X ornaments, Y ornaments, Z ornaments). In this case, as at least a part of the operation of adding a preset weight, the sales server 110 may perform the addition operation by multiplying the preset weight by a correction value proportional to the similarity.

According to an embodiment, the sales server 110 may provide an interface for recommending sub-jewelry based on the priority determined in operation 1104 . For example, as shown in 1202 of FIG. 12 , the sales server 110 may provide the electronic device 120 with a screen in which sub-jewelry is arranged in the order of the highest weight.

Claims (14)

As a method of operating a server,
providing, to the electronic device, a first interface including information on the main jewelry and/or at least one sub-jewelry registered in the server and a first object set to start a test when the electronic device is connected; Including, wherein the main jewelry is an accessory wearable on a part of the user's body, the at least one sub-jewelry is a part accessory wearable on the main jewelry,
The method further comprising: when the first object is selected by the electronic device, providing at least one interface for acquiring the personalized information of the user of the electronic device to the electronic device; Including information on the psychological type associated with the user's accessory and personal information of the user, the personal information includes information about at least one of the user's age, skin color, hair shape, or preferred clothing,
identifying the psychological type of the user and the personal information of the user based on the information received through the at least one interface;
identifying some of the plurality of sub-jewelries based on comparing the psychological type and the personal information with a plurality of pieces of configuration information corresponding to components constituting the plurality of sub-jewelries; and
Providing the electronic device with information on some of the identified plurality of sub-jewelries; further comprising,
The step of providing the at least one interface to the electronic device includes:
requesting account information for authentication of the user to the electronic device when the first object is selected by the electronic device; and
When the electronic device is authenticated based on the account information received from the electronic device, providing to the electronic device a second interface for acquiring information on the psychological type to the electronic device, including, the second interface includes a plurality of questions and selectable answers to each of the plurality of questions,
obtaining first information about an answer selected for each of the plurality of questions through the second interface;
identifying information on the psychological type corresponding to the user based on the obtained first information; and
When the psychological type corresponding to the user is identified, providing a third interface for obtaining the personal information of the user to the electronic device; further comprising, wherein the third interface is the age of the user; At least one object for acquiring information about at least one of skin color, hair shape, or preferred clothing,
Components constituting the plurality of sub-jewelry include a pattern, color, shape, and jewel of a body, and information on the components is stored in advance in the server,
The step of identifying some of the plurality of sub-jewelry,
identifying scores for the plurality of sub-jewelries according to the correspondence between the information on the components of the plurality of sub-jewelries, the psychological type, and the personal information; and
Including; selecting the part of the plurality of sub-jewelry based on the identified score;
The step of identifying the scores for the plurality of sub-jewelry is,
deriving information on weights corresponding to preset personal information for each of the plurality of sub-jewelry components and information on weights corresponding to preset psychological types for each component;
deriving a first weight value according to personal information based on the information on the weight corresponding to the personal information of the user and the individual information for each component;
deriving a second weight value according to the psychological type based on information on the weight corresponding to the psychological type of the user and the psychological type for each component; and
Acquiring a score of each of the plurality of sub-jewelry by summing the first weight value and the second weight value;
how it works. delete delete The method of claim 1,
identifying information on the first main jewelry purchased by the user; and
identifying the plurality of sub-jewelries of a type corresponding to the type of the first main jewelry; further comprising, when the type of the first main jewelry is a bracelet, the type of the plurality of sub-jewelry is beads;
how it works. The method of claim 1,
receiving a purchase request for a specific sub-jewelry from the electronic device on the basis of providing information on some of the plurality of sub-jewelry, and processing payment and sending for the specific sub-jewelry to complete the purchase step; and
After a specified time has elapsed from the purchase completion time, transmitting a pop-up message to the electronic device to sell the sub-jewelry;
how it works. As a server,
database; and
at least one processor, comprising:
When the electronic device is connected, a first interface including information on the main jewelry and/or at least one sub-jewelry registered in the server and a first object set to start a test is provided to the electronic device, and the The main jewelry is an accessory that can be worn on a part of the user's body, and the at least one sub-jewelry is a part accessory that can be worn on the main jewelry,
When the first object is selected by the electronic device, at least one interface for acquiring personalized information of a user of the electronic device is provided to the electronic device, and the personalized information is associated with an accessory of the user information on a psychological type and personal information of the user, wherein the personal information includes information on at least one of the user's age, skin color, hair shape, or preferred clothing,
based on the information received through the at least one interface, identify the psychological type of the user and the personal information of the user;
Based on a comparison of the psychological type and a plurality of pieces of configuration information corresponding to the personal information and components constituting the plurality of sub-jewelries, some of the plurality of sub-jewelries are identified,
It is set to provide information on some of the identified plurality of sub-jewelry to the electronic device,
Providing the at least one interface to the electronic device comprises:
when the first object is selected by the electronic device, requesting account information for authentication of the user to the electronic device;
When the electronic device is authenticated based on the account information received from the electronic device, a second interface for acquiring information on the psychological type is provided to the electronic device, and the second interface is configured to ask a plurality of questions and selectable answers to each of the plurality of questions,
obtaining first information about an answer selected for each of the plurality of questions through the second interface;
Based on the obtained first information, identifying information about the psychological type corresponding to the user,
and providing, to the electronic device, a third interface for obtaining the personal information of the user when the psychological type corresponding to the user is identified, wherein the third interface is the age, skin color, and hair of the user At least one object for acquiring information about at least one of a shape or preferred clothing,
Components constituting the plurality of sub-jewelry include a pattern, color, shape, and jewel of a body, and information on the components is stored in advance in the server,
Identifying some of the plurality of sub-jewelry is,
Identifies scores for the plurality of sub-jewelries according to the correspondence between the information on the components of the plurality of sub-jewelry, the psychological type, and the personal information,
selecting the part of the plurality of sub-jewelry based on the identified score;
Identifying the scores for the plurality of sub-jewelry is,
Deriving information on weights corresponding to preset personal information for each of the plurality of sub-jewelry components and information on weights corresponding to preset psychological types for each component,
Derive a first weight value according to personal information based on the information on the weight corresponding to the personal information of the user and the personal information for each component,
Deriving a second weight value according to the psychological type based on the information on the weight corresponding to the psychological type of the user and the psychological type for each component,
Comprising obtaining a score of each of the plurality of sub-jewelry by summing the first weight value and the second weight value,
server. 7. The method of claim 6,
The at least one processor comprises:
Identifies information about the first main jewelry purchased by the user,
identifying the plurality of sub-jewelries of a type corresponding to the type of the first main jewelry, and when the type of the first main jewelry is a bracelet, the type of the plurality of sub-jewelry is beads;
server. 7. The method of claim 6,
The at least one processor comprises:
On the basis of providing information on some of the plurality of sub-jewelries, a purchase request for a specific sub-jewelry is received from the electronic device, and payment and shipment for the specific sub-jewelry are processed to complete a purchase; ,
Transmitting a pop-up message to the electronic device to sell the sub-jewelry after a specified time has elapsed from the purchase completion time,
server. As a computer-readable recording medium recording a program for executing an accessory sales method performed on a server,
How to sell the accessories,
providing, to the electronic device, a first interface including information on the main jewelry and/or at least one sub-jewelry registered in the server and a first object set to start a test when the electronic device is connected; Including, wherein the main jewelry is an accessory wearable on a part of the user's body, the at least one sub-jewelry is a part accessory wearable on the main jewelry,
and providing, to the electronic device, at least one interface for obtaining personalized information of a user of the electronic device when the first object is selected by the electronic device, wherein the personalized information includes: It includes information on a psychological type associated with a user's accessory and personal information of the user, wherein the personal information includes information about at least one of the user's age, skin color, hair shape, or preferred clothing,
identifying the psychological type of the user and the personal information of the user based on the information received through the at least one interface;
identifying some of the plurality of sub-jewelries based on comparing the psychological type and the personal information with a plurality of pieces of configuration information corresponding to components constituting the plurality of sub-jewelries; and
Including; providing information on some of the identified plurality of sub-jewelry to the electronic device;
The step of providing the at least one interface to the electronic device includes:
requesting account information for authentication of the user to the electronic device when the first object is selected by the electronic device; and
When the electronic device is authenticated based on the account information received from the electronic device, providing to the electronic device a second interface for acquiring information on the psychological type to the electronic device, including, the second interface includes a plurality of questions and selectable answers to each of the plurality of questions,
obtaining first information about an answer selected for each of the plurality of questions through the second interface;
identifying information on the psychological type corresponding to the user based on the obtained first information; and
When the psychological type corresponding to the user is identified, providing a third interface for obtaining the personal information of the user to the electronic device; further comprising, wherein the third interface is the age of the user; At least one object for acquiring information about at least one of skin color, hair shape, or preferred clothing,
Components constituting the plurality of sub-jewelry include a pattern, color, shape, and jewel of a body, and information on the components is stored in advance in the server,
The step of identifying some of the plurality of sub-jewelry,
identifying scores for the plurality of sub-jewelries according to the correspondence between the information on the components of the plurality of sub-jewelries, the psychological type, and the personal information; and
Including; selecting the part of the plurality of sub-jewelry based on the identified score;
The step of identifying the scores for the plurality of sub-jewelry is,
deriving information on weights corresponding to preset personal information for each of the plurality of sub-jewelry components and information on weights corresponding to preset psychological types for each component;
deriving a first weight value according to personal information based on the information on the weight corresponding to the personal information of the user and the individual information for each component;
deriving a second weight value according to the psychological type based on information on the weight corresponding to the psychological type of the user and the psychological type for each component; and
Acquiring a score of each of the plurality of sub-jewelry by summing the first weight value and the second weight value;
computer readable recording medium. 10. The method of claim 9,
How to sell the accessories,
identifying information on the first main jewelry purchased by the user; and
identifying the plurality of sub-jewelries of a type corresponding to the type of the first main jewelry; further comprising, when the type of the first main jewelry is a bracelet, the type of the plurality of sub-jewelry is beads;
computer readable recording medium. 10. The method of claim 9,
How to sell the accessories,
receiving a purchase request for a specific sub-jewelry from the electronic device based on providing information on some of the plurality of sub-jewelry, and processing payment and sending for the specific sub-jewelry to complete the purchase step; and
After a specified time has elapsed from the purchase completion time, transmitting a pop-up message to the electronic device to sell the sub-jewelry;
computer readable recording medium. A program stored in a computer-readable recording medium for performing a method of selling accessories in a server, comprising:
How to sell the accessories,
providing, to the electronic device, a first interface including information on the main jewelry and/or at least one sub-jewelry registered in the server and a first object set to start a test when the electronic device is connected; Including, wherein the main jewelry is an accessory wearable on a part of the user's body, the at least one sub-jewelry is a part accessory wearable on the main jewelry,
and providing, to the electronic device, at least one interface for obtaining personalized information of a user of the electronic device when the first object is selected by the electronic device, wherein the personalized information includes: It includes information on a psychological type associated with a user's accessory and personal information of the user, wherein the personal information includes information about at least one of the user's age, skin color, hair shape, or preferred clothing,
identifying the psychological type of the user and the personal information of the user based on the information received through the at least one interface;
identifying some of the plurality of sub-jewelries based on comparing the psychological type and the personal information with a plurality of pieces of configuration information corresponding to components constituting the plurality of sub-jewelries; and
Including; providing information on some of the identified plurality of sub-jewelry to the electronic device;
The step of providing the at least one interface to the electronic device includes:
requesting account information for authentication of the user to the electronic device when the first object is selected by the electronic device; and
When the electronic device is authenticated based on the account information received from the electronic device, providing to the electronic device a second interface for acquiring information on the psychological type to the electronic device, including, the second interface includes a plurality of questions and selectable answers to each of the plurality of questions,
obtaining first information about an answer selected for each of the plurality of questions through the second interface;
identifying information on the psychological type corresponding to the user based on the obtained first information; and
When the psychological type corresponding to the user is identified, providing a third interface for obtaining the personal information of the user to the electronic device; further comprising, wherein the third interface is the age of the user; At least one object for acquiring information about at least one of skin color, hair shape, or preferred clothing,
Components constituting the plurality of sub-jewelry include a pattern, color, shape, and jewel of a body, and information on the components is stored in advance in the server,
The step of identifying some of the plurality of sub-jewelry,
identifying scores for the plurality of sub-jewelries according to the correspondence between the information on the components of the plurality of sub-jewelries, the psychological type, and the personal information; and
Including; selecting the part of the plurality of sub-jewelry based on the identified score;
The step of identifying the scores for the plurality of sub-jewelry is,
deriving information on weights corresponding to preset personal information for each of the plurality of sub-jewelry components and information on weights corresponding to preset psychological types for each component;
deriving a first weight value according to personal information based on the information on the weight corresponding to the personal information of the user and the individual information for each component;
deriving a second weight value according to the psychological type based on information on the weight corresponding to the psychological type of the user and the psychological type for each component; and
Acquiring a score of each of the plurality of sub-jewelry by summing the first weight value and the second weight value;
program. 13. The method of claim 12,
How to sell the accessories,
identifying information on the first main jewelry purchased by the user; and
identifying the plurality of sub-jewelries of a type corresponding to the type of the first main jewelry; further comprising, when the type of the first main jewelry is a bracelet, the type of the plurality of sub-jewelry is beads;
program. 13. The method of claim 12,
How to sell the accessories,
receiving a purchase request for a specific sub-jewelry from the electronic device based on providing information on some of the plurality of sub-jewelry, and processing payment and sending for the specific sub-jewelry to complete the purchase step; and
After a specified time has elapsed from the purchase completion time, transmitting a pop-up message to the electronic device to sell the sub-jewelry;
program.

Images