KR20230121693A - Apparatus and method for providing menu board interface based on user customization - Google Patents

Abstract

The present invention relates to an apparatus and method for providing a menu board interface based on user customization.
An electronic device according to an embodiment of the present invention includes a memory and a processor connected to the memory, and the processor, through a positioning sensor installed in a specific store, allows a user terminal to move within a preset range. It is checked whether the user terminal exists, and if the user terminal exists within the range, the personal information of the first user using the user terminal from the user terminal, personal preference information, and essential configuration items constituting the menu board. Receiving first customizing information including individual setting information set by the first user, and processing the personal information of the first user, the personal taste information, and the first customizing information to correspond to the corresponding store. Based on the set menu information, the first menu board content can be generated, and the first menu board content can be transmitted to a store terminal installed in the corresponding store.

Description

Device and method for providing menu board interface based on user customization {APPARATUS AND METHOD FOR PROVIDING MENU BOARD INTERFACE BASED ON USER CUSTOMIZATION}

The present invention relates to an apparatus and method for providing a menu board interface based on user customization.

Unless otherwise indicated herein, material described in this section is not prior art to the claims in this application, and inclusion in this section is not an admission that it is prior art.

Nowadays, users tend to customize anything according to their personalities.

For example, a service called a photo ticket that allows a user to print a desired image along with a movie ticket is also very popular.

In addition, customization does not stop at expressing only the user's personality, but also has the advantage of improving the user's convenience for specific information.

Accordingly, the present invention intends to propose a technology by which a user can directly customize a menu board displayed on a kiosk or a tablet used in a store such as a restaurant.

Korean Patent Registration No. 10-1497649 (2015.02.24.)

One embodiment of the present invention is to provide an apparatus and method for providing a menu board interface based on user customization.

The technical problems to be achieved in the present invention are not limited to the technical problems mentioned above, and other technical problems not mentioned will be clearly understood by those skilled in the art from the description below. You will be able to.

In order to achieve the above object, an electronic device according to an embodiment of the present invention includes a memory and a processor connected to the memory, and the processor, through a positioning sensor installed in a specific store, It is checked whether a user terminal exists within a preset range, and if the user terminal exists within the range, the personal information, personal preference information and menu of the first user using the user terminal from the user terminal. Receive first customizing information including individual setting information set by the first user with respect to the essential configuration items constituting the board, and receive the personal information, the personal taste information, and the first customizing information of the first user. and the first menu board content may be generated based on menu information preset to correspond to the corresponding store, and the first menu board content may be transmitted to a store terminal installed in the corresponding store.

In this case, the personal information includes information on the gender, age, and occupational group of the first user, and the personal preference information includes information on a field of interest selected by the first user from among preset fields of interest. and, the essential configuration items may include a template constituting the menu board, color, font, font size, and layout.

At this time, the processor, upon receiving the information on the request for generating the first customizing information from the user terminal, displays the basic menu board content created to experience the menu board based on preset temporary menu information. transmit to the user terminal, derive a recommended individual element from individual elements preset for each essential component based on the personal information and the personal preference information, and transmit information about the recommended individual element to the user terminal. there is.

At this time, the processor derives a recommendation score for each individual element included in the essential configuration item based on the personal information and the personal preference information, and selects an individual element whose recommendation score exceeds a preset critical recommendation score. It can be derived from the recommended individual elements.

At this time, the recommendation score is derived by the following equation,

RS (Recommended Score) means the recommendation score for a specific individual element, NoTUS (Number of Total User Selecting) means the total number of users who selected the specific individual element, and NoSSUS (Number of Same Sex User Selecting) Means the number of times other users having the same gender as the first user select the specific individual element, and NoSAUS (Number of Same Age User Selecting) means that other users having the same age as the first user select the specific individual element. , and NoSJUS (Number of Same Job User Selecting) means the number of times other users having the same job group as the first user select the specific individual element, and NoSIUS (Number of Same Interest User Selecting) may mean the number of times other users having the same interest field as the first user select the specific individual element.

In this case, the menu information may include information about menus and prices sold in the corresponding store.

At this time, the processor generates second menu board content based on second customizing information preset by a second user who operates the corresponding store and the menu information, and generates the first menu board content and the second menu board content. The menu board content may be transmitted to the store terminal, and output control information regarding an output method of the first menu board content and the second menu board content may also be transmitted.

At this time, the processor derives the output priorities of the first menu board contents and the second menu board contents based on the personal information and the personal taste information, and based on the output priorities, the first menu board contents. The menu board content and the second menu board content are divided into first priority output content and second priority output content, the first priority output content is output to the display of the store terminal in full screen, and the second priority output content is displayed. control to output the content to a preset position on the display in a preset size smaller than the first priority output content, and output the first priority output content and the second priority output content to the display of the store terminal; If the input signal of is an area where the first priority output content is being output, the output of the second priority output content is stopped, and if the first input signal is an area where the second priority output content is being output, The output control information for controlling output of the first priority output content and the second priority output content interchangeably may be generated.

At this time, the processor sets the first menu board content as the first priority output content when the number of the first customizing information possessed by the first user exceeds a preset first threshold number, and The output priority is set to set the second menu board content as the second priority output content, and the number of the first customization information possessed by the first user is lower than the first threshold number, which is a predetermined second threshold number. In the case of the following, the first menu board contents are set as the second priority output contents, the output priority is set to set the second menu board contents as the first priority output contents, and the first user has When the number of the first customization information is less than or equal to the first critical number and exceeds the second critical number, an output interchange index for the first user is derived, and the output interchange index is a predetermined critical exchange index. or less, the output priority is set so that the first menu board content is set as the first priority output content, and the second menu board content is set as the second priority output content, and the output interchange index is set to the critical value. If the exchange index is exceeded, the output priority may be set such that the first menu board content is set as the second priority output content, and the second menu board content is set as the first priority output content.

At this time, the output interchange index is derived by the following equation,

OII (Output Interchangeability Index) means the output interchangeability index, and NoE (Number of Exchanges)_i is the first user's gender, age group, occupational group, and interest. It may refer to the number of times the content and the content of the second priority output content are interchanged.

At this time, the first menu board content and the second menu board content are composed of one or more pages or pages of a certain length or longer, and on the page, a first input button and a menu for selecting a menu included in the menu information A second input button related to payment for an order is disposed, and the processor, based on all input signal records input until all users input the first input button and the second input button through the store terminal, , The arrangement positions of the first input button and the second input button may be corrected.

At this time, the processor classifies an operation of inputting the first input button and the second input button as a final input operation based on all the input signal histories, and an operation of inputting the remaining input signals as an intermediate input operation. classifying the intermediate input operations connected to the final input operations by users for each final input operation, calculating an average value of the number of times of the intermediate input operations connected to the final input operation for each final input operation, The average value is compared with a preset critical average value, and the first input button and/or the second input button connected to the final input operation in which the average value exceeds the critical average value is designated as a third input button that requires placement position correction. setting, and the arrangement position of the third input button may be modified.

At this time, the processor corrects the arrangement position of the third input button, classifies pages constituting the first menu board content and the second menu board content according to the display size of the store terminal, and the page A placement score for the third input button may be derived for each, and the placement position may be modified so that the third input button is placed on a page having the highest placement score.

At this time, the placement score is derived by the following equation,

PS (Placement Score) means the placement score for the third input button on the corresponding page, and TNoVP (Total Number of Visit Pages) is the intermediate input operation until all users input the third input button. It means the total number of visits of visited pages, NoVP (Number of Visit Pages) means the number of times all users have visited the corresponding page by the intermediate input operation until they input the third input button, and NoU (Number of User) may mean the number of users who input the third input button.

In addition, in the method of providing a menu board interface based on user customization, the step of checking whether a user terminal exists within a predetermined range through a positioning sensor installed in a specific store, the user terminal existing within the range In this case, first customizing including personal information of the first user using the user terminal from the user terminal, personal preference information, and individual setting information set by the first user with respect to essential configuration items constituting the menu board. Receiving information, generating first menu board contents based on the personal information of the first user, the personal preference information, and the first customizing information and preset menu information corresponding to the corresponding store; and and transmitting the first menu board contents to a store terminal installed in the corresponding store.

In addition, it may be implemented as a computer program stored in a computer readable recording medium in order to execute a method of providing a menu board interface based on user customization in combination with hardware.

In addition, it may be implemented as a computer readable recording medium in which a computer program is combined with hardware to execute a method for providing a menu board interface based on user customization.

The effects obtainable in the present invention are not limited to the effects mentioned above, and other effects not mentioned can be clearly understood by those skilled in the art from the description below. will be.

As such, according to one embodiment of the present invention, it is possible to provide an apparatus and method for providing a menu board interface based on user customization.

The effects obtainable in the present invention are not limited to the effects mentioned above, and other effects not mentioned can be clearly understood by those skilled in the art from the description below. will be.

Also other aspects as described above, features and benefits of certain preferred embodiments of the present invention will become more apparent from the following description taken in conjunction with the accompanying drawings.
1 is a diagram illustrating a configuration of an electronic device according to an exemplary embodiment.
2 is a diagram showing the configuration of a program according to an embodiment.
3 is a conceptual diagram of an apparatus for providing a menu board interface based on user customization according to an exemplary embodiment.
4 is a block diagram of an electronic device according to an exemplary embodiment.
5 is a conceptual diagram for recognizing a user terminal with a positioning sensor according to an embodiment.
6 is a diagram illustrating a process of generating first customizing information according to an embodiment.
7 is a diagram illustrating a process of providing basic menu board contents to be experienced by a user according to an embodiment.
8 is a conceptual diagram illustrating generation of first menu board contents and second menu board contents according to an embodiment.
9 is an exemplary diagram illustrating output of first priority output content and second priority output content according to an exemplary embodiment.
10 is an exemplary view of exchanging contents of first priority output content and second priority output content according to an embodiment.
11 is a flowchart of a method of providing a menu board interface based on user customization according to an exemplary embodiment.
It should be noted that throughout the drawings, like reference numbers are used to show the same or similar elements, features and structures.

The following embodiments combine elements and features of the embodiments in a predetermined form. Each component or feature may be considered optional unless explicitly stated otherwise. Each component or feature may be implemented in a form not combined with other components or features. In addition, various embodiments may be configured by combining some components and/or features. The order of operations described in various embodiments may be changed. Some components or features of one embodiment may be included in another embodiment, or may be replaced with corresponding components or features of another embodiment.

In the description of the drawings, procedures or steps that may obscure the gist of various embodiments are not described, and procedures or steps that can be understood by those skilled in the art are not described. did

Throughout the specification, when a part is said to "comprising" or "including" a certain element, it means that it may further include other elements, not excluding other elements, unless otherwise stated. do. In addition, terms such as “… unit”, “… unit”, and “module” described in the specification mean a unit that processes at least one function or operation, which is hardware or software or a combination of hardware and software. can be implemented as Also, “a or an”, “one”, “the” and like terms are used herein in the context of describing various embodiments (particularly in the context of the claims below). Unless otherwise indicated or clearly contradicted by context, both the singular and the plural can be used.

Hereinafter, embodiments according to various embodiments will be described in detail with reference to the accompanying drawings. DETAILED DESCRIPTION OF THE PREFERRED EMBODIMENTS The detailed description set forth below in conjunction with the accompanying drawings is intended to describe exemplary embodiments of various embodiments, and is not intended to represent a single embodiment.

In addition, specific terms used in various embodiments are provided to help understanding of various embodiments, and the use of these specific terms may be changed into other forms without departing from the technical spirit of various embodiments. .

1 is a diagram illustrating a configuration of an electronic device according to an exemplary embodiment, and FIG. 2 is a diagram illustrating a configuration of a program according to an exemplary embodiment.

Configurations of the electronic devices and programs of FIGS. 1 and 2 will be described later in more detail.

Referring to FIG. 3 , the apparatus 101 for providing a menu board interface based on user customization according to an embodiment of the present invention may provide a personalized menu board by customizing the menu board of a store, and may provide a specific celebrity or It is also possible to customize the menu board with the content of the issue and provide it to the user.

At this time, the user terminal 300 and the store terminal 400 are communicable desktop computers, laptop computers, notebooks, smart phones, tablet PCs, Mobile phone, smart watch, smart glass, e-book reader, portable multimedia player (PMP), portable game device, navigation device, digital camera, DMB (digital multimedia broadcasting) player, digital audio recorder, digital audio player, digital video recorder, digital video player, personal digital assistant (PDA), etc. can include

4 is a block diagram of an electronic device 101 according to an embodiment of the present invention.

Referring to FIG. 4 , an apparatus 101 for providing a menu board interface based on user customization according to an embodiment of the present invention may include a memory and a processor connected to the memory.

At this time, the processor 120 may check whether the user terminal 300 exists within a preset range through a positioning sensor installed in a specific store.

Referring to FIG. 5 , for identifying a user present in front of the store terminal 400 of a corresponding store, the positioning sensor may be a beacon, and the range can be considered to be in front of the store terminal 400. This distance can be arbitrarily set by the manager of the corresponding store.

At this time, the processor 120, when the user terminal 300 exists within the range, the personal information of the first user who uses the user terminal 300 from the user terminal 300, the personal It is possible to receive first customizing information including individual setting information set by the first user with respect to taste information and essential configuration items constituting the menu board.

In this case, the personal information includes information on the gender, age, and occupational group of the first user, and the personal preference information includes information on a field of interest selected by the first user from among preset fields of interest. and, the essential configuration items may include a template constituting the menu board, color, font, font size, and layout.

In addition, the processor 120 generates first menu board contents based on the personal information of the first user, the personal taste information, the first customizing information, and preset menu information corresponding to the corresponding store. can do.

In this case, the menu information may include information on menus and prices sold in the corresponding store. For example, when the corresponding store is a Chinese restaurant, the menu information may be set to include information on jajangmyeon-7000 won, jjambbong-8000 won, and the like, and a photo or picture of the corresponding menu.

At this time, the processor 120 may create the first menu board content by arranging the menu, price, and a photo or picture for the corresponding menu based on the layout included in the first customization information.

In addition, the processor 120 may transmit the first menu board contents to the store terminal 400 installed in the corresponding store.

Through this, it is possible to place an order with the configuration of the menu board directly set by the first user.

6 is a diagram illustrating a process of generating first customizing information according to an embodiment.

The first user can configure his/her own menu board by setting the essential configuration items of the menu board through his/her user terminal 300 . At this time, the present invention may provide recommended individual elements so that users of a type similar to the first user may refer to which individual elements have been selected in order to help the first user make a selection.

In more detail, the processor 120, when receiving information on the request for generating the first customizing information from the user terminal 300, allows the user to experience a menu board based on preset temporary menu information. The generated basic menu content is transmitted to the user terminal, and based on the personal information and the personal preference information, recommended individual elements are derived from individual elements preset for each essential component, and information about the recommended individual elements Can be transmitted to the user terminal (300).

Referring to FIG. 7 , the reason for transmitting the basic menu board contents generated so that the user terminal can experience the menu board is to allow the user to directly experience the menu board and intuitively determine what content or function to customize the menu board. is to provide

At this time, the temporary menu information may be information on menus and prices created by an operator as an example to create the basic menu board content, and the basic menu board content is created with the essential configuration items arbitrarily selected by the operator. can

Looking in more detail with respect to the method of deriving the recommended individual elements, the processor 120 derives a recommendation score for each individual element included in the essential component based on the personal information and the personal preference information, , Individual elements whose recommendation scores exceed a predetermined threshold recommendation score may be derived as the recommended individual elements.

At this time, the critical recommendation score may be set as an average value of recommendation scores for all individual elements.

In addition, the recommendation score may be derived by Equation 1 below.

[Equation 1]

At this time, RS (Recommended Score) means the recommendation score for a specific individual element, NoTUS (Number of Total User Selecting) means the total number of users who selected the specific individual element, and NoSSUS (Number of Same Sex User Selecting) refers to the number of times other users having the same gender as the first user select the specific individual element, and NoSAUS (Number of Same Age User Selecting) means that other users having the same age as the first user select the specific element. The number of times a specific individual element is selected, NoSJUS (Number of Same Job User Selecting) means the number of times other users having the same job group as the first user select the specific individual element, and NoSIUS (Number of Same Job User Selecting) User Selecting) may refer to the number of times other users having the same field of interest as the first user select the specific individual element.

Through this, it is possible to check which individual elements and how many other users having the same personal appearance or taste as the first user have selected, and to derive recommended individual elements to be recommended to the first user through this information.

7 is a conceptual diagram illustrating generation of first menu board contents and second menu board contents according to an embodiment.

As described above, as an object of the present invention, not only the menu board customized by the user, but also the menu board customized with the celebrity's photo and the font, color, layout, etc. related to the celebrity for marketing of the corresponding store is provided to the user. It can be provided and used for marketing purposes.

To this end, referring to FIG. 7 , the processor 120 generates second menu board contents based on the second customizing information and the menu information previously set by the second user who operates the corresponding store, and The first menu board content and the second menu board content are transmitted to the store terminal 400, but output control information regarding the output method of the first menu board content and the second menu board content may also be transmitted. .

Through this, the present invention can allow the user to simultaneously check the menu board customized by the user and the menu board customized with information related to the celebrity and select which menu board to place an order with. The output control information will be described later in more detail.

8 is an exemplary diagram illustrating output of first priority output content and second priority output content according to an exemplary embodiment.

Referring to FIG. 8 , the processor 120 may derive output priorities of the first menu board content and the second menu board content based on the personal information and the personal preference information. This relates to which menu board content is to be given priority and outputted to the only display of the store terminal 400, which will be described in more detail later.

Further, the processor 120 divides the first menu board contents and the second menu board contents into first priority output contents and second priority output contents based on the output priority, and the first priority output contents. Control to output the content on the display of the store terminal 400 in full screen, output the second priority output content to a preset location on the display in a preset size smaller than the first priority output content, and When the first priority output content and the second priority output content are output to the display of the terminal 400 and the first input signal is an area where the first priority output content is being output, the second priority output content The output is stopped, and when the first input signal is an area where the second priority output content is being output, the first priority output content and the second priority output content are interchanged and output. Control information can be created.

Referring to FIG. 8 , in the above operation, when the menu board content set as the first priority output content is output on the entire screen and the user inputs an input signal corresponding to the first priority output content, the first priority output content is displayed. When it is determined that the menu board is to be used, the second priority output content is removed, and an input signal corresponding to the second priority output content is input, it is determined that the menu board is to be used as the second priority output content, FIG. 9 As shown in , the content of the first priority output content and the content of the second priority output content are interchanged and output.

Through this, the user can proceed with ordering by selecting the desired menu board.

Regarding the output priority, the first menu board contents customized by the user may be basically set as the first priority output contents and then output. However, since the second menu board content may play an important role in marketing, and there is a possibility that the second menu board content may be preferentially preferred when the user's identity and taste are considered, the user's identity and taste, etc. It is desirable to set the output priority in consideration of

To this end, the processor 120 sets the first menu board content as the first priority output content when the number of the first customizing information possessed by the first user exceeds a preset first threshold number. And, the output priority may be set so that the second menu board content is set as the second priority output content.

This is to preferentially output the menu board customized by the user since it can be determined that the user has a lot of interest in the first menu board contents.

At this time, the first threshold number may be arbitrarily set by the operator, and may be set, for example, based on the number of users who are in the top 20% of all users who have the first customization information. .

In addition, the processor 120, when the number of first customizing information possessed by the first user is equal to or less than a predetermined second threshold number lower than the first threshold number, prioritizes the first menu board contents with second priority. The output priority may be set so as to set the second menu board content as the first priority output content.

This is to determine that the user is not interested in the first menu board contents and output the second menu board contents customized by the operator with priority.

At this time, the second threshold number may also be arbitrarily set by the operator, for example, may be set based on the number of users belonging to the bottom 20% of all users who have the first customization information. there is.

In addition, the processor 120, when the number of the first customization information possessed by the first user is less than or equal to the first threshold number and exceeds the second threshold number, the output information for the first user An exchange index is derived, and if the output interchange index is less than or equal to a predetermined critical exchange index, the first menu board content is set as the first priority output content, and the second menu board content is set as the second priority output content. When the output interchangeability factor exceeds the critical exchange factor, the first menu board content is set as the second priority output content, and the second menu board content is set as the first priority output content. The output priority may be set to be set as output content.

At this time, the critical exchange index may be set as an average value of the exchange index of all users.

As will be described later, this is to consider which menu board is mainly used by other users having similar personalities and personalities to the first user.

Looking in more detail, the output interchange index can be derived by Equation 2 below.

[Equation 2]

At this time, OII (Output Interchangeability Index) means the output interchangeability index, and NoE (Number of Exchanges)_i is the first user's gender, age group, occupational group, and interest. 1 may mean the number of times the contents of the first priority output content and the second priority output content are interchanged.

Through this, it is possible to check how much the contents of the first priority output content and the second priority output content of other users who have the same at least one of the first user's personality and taste are interchanged, and through this, the output priority can be set.

In addition, the first menu board contents and the second menu board contents are composed of one or more pages or pages of a certain length, and the pages include a first input button for selecting a menu included in the menu information and a menu order. A second input button related to payment may be disposed, and the processor 120 inputs the first input button and the second input button until all users input the first input button and the second input button through the store terminal 400. Based on all the input signal histories, the arrangement positions of the first input button and the second input button may be corrected.

This is to check which page users visit to find a specific input button, and to modify the arrangement position of the specific input button so as to reduce users' trial and error in finding the specific input button.

In more detail, the processor 120 classifies the operation of inputting the first input button and the second input button as the final input operation based on all the input signal histories, and inputs the remaining input signals. classify into intermediate input actions, classify the intermediate input actions connected to the final input actions by users for each final input action, and average the number of times of the intermediate input actions connected to the final input actions for each final input action. , and comparing the average value with a preset critical average value, the first input button and/or the second input button connected to the final input operation in which the average value exceeds the critical average value requires modification of the arrangement position of the first input button and/or the second input button. It is set as the third input button, and the arrangement position of the third input button can be modified.

In this case, the critical average value may be set as an average of average values of the number of times of the intermediate input operations with respect to the final input operations.

This is an indicator that can indirectly confirm users' trial and error for the corresponding final input operation, and is intended to correct the position of the input button for the final input operation with many trials and errors.

It is necessary to determine which page to place the third input button derived by the above method.

To this end, the processor 120 modifies the arrangement position of the third input button, and sets the pages constituting the first menu board content and the second menu board content to the display size of the store terminal 400. The third input button may be classified according to the number of pages, a placement score for the third input button may be derived for each page, and the placement position may be modified so that the third input button is placed on a page having the highest placement score.

At this time, the placement score may be derived by Equation 3 below.

[Equation 3]

At this time, PS (Placement Score) means the placement score for the third input button on the page, and TNoVP (Total Number of Visit Pages) is the intermediate number until all users input the third input button. It means the total number of visits of pages visited by input operations, and NoVP (Number of Visit Pages) means the number of visits to the corresponding page by the intermediate input operation until all users input the third input button, Number of Users (NoU) may mean the number of users who input the third input button.

Through this, in order to input the third input button, it is possible to derive the highest placement score of the page visited by users the most and repeatedly visited, and through this, the most efficient and user-friendly input button can be can be placed

10 is a flowchart of a method of providing a menu board interface based on user customization according to an exemplary embodiment.

Referring to FIG. 10 , a method for providing a menu board interface based on user customization according to an embodiment of the present invention determines whether a user terminal 300 exists within a preset range through a positioning sensor installed in a specific store. It can (S101).

In addition, in the method of providing a menu board interface based on user customization according to an embodiment of the present invention, when the user terminal 300 exists within the range, the user terminal 300 is used from the user terminal 300. It is possible to receive first customizing information including individual setting information set by the first user regarding the personal information of the first user, personal preference information, and essential configuration items constituting the menu board (S103).

In addition, a method for providing a menu board interface based on user customization according to an embodiment of the present invention provides a preset menu corresponding to the personal information of the first user, the personal taste information, and the first customizing information and the corresponding store. Based on the information, the first menu board contents may be generated (S105).

In addition, the method for providing a menu board interface based on user customization according to an embodiment of the present invention may transmit the first menu board contents to the store terminal 400 installed in the corresponding store (S107).

In addition, the method for providing a menu board interface based on user customization according to an embodiment of the present invention may be configured identically to the device for providing a menu board interface based on user customization disclosed in FIGS. 1 to 9 .

In addition, it may be implemented as a computer program stored in a computer readable recording medium in order to execute a method of providing a menu board interface based on user customization in combination with hardware.

In addition, it may be implemented as a computer readable recording medium in which a computer program is combined with hardware to execute a method for providing a menu board interface based on user customization.

1 is a block diagram of an electronic device 101 within a network environment 100, according to various embodiments. Referring to FIG. 1 , in a network environment 100, an electronic device 101 communicates with an electronic device 102 through a first network 198 (eg, a short-range wireless communication network) or through a second network 199. It may communicate with at least one of the electronic device 104 or the server 108 through (eg, a long-distance wireless communication network). According to one embodiment, the electronic device 101 may communicate with the electronic device 104 through the server 108 . According to an embodiment, the electronic device 101 includes a processor 120, a memory 130, an input module 150, an audio output module 155, a display module 160, an audio module 170, a sensor module ( 176), interface 177, connection terminal 178, haptic module 179, camera module 180, power management module 188, battery 189, communication module 190, subscriber identification module 196 , or the antenna module 197 may be included. In some embodiments, in the electronic device 101, at least one of these components (eg, the connection terminal 178) may be omitted or one or more other components may be added. In some embodiments, some of these components (eg, sensor module 176, camera module 180, or antenna module 197) are integrated into a single component (eg, display module 160). It can be. The electronic device 101 may also be referred to as a client, terminal, or peer.

The processor 120, for example, executes software (eg, the program 140) to cause at least one other component (eg, hardware or software component) of the electronic device 101 connected to the processor 120. It can control and perform various data processing or calculations. According to one embodiment, as at least part of data processing or operation, the processor 120 transfers instructions or data received from other components (e.g., sensor module 176 or communication module 190) to volatile memory 132. , processing commands or data stored in the volatile memory 132 , and storing resultant data in the non-volatile memory 134 . According to one embodiment, the processor 120 may include a main processor 121 (eg, a central processing unit or an application processor) or a secondary processor 123 (eg, a graphic processing unit, a neural network processing unit ( NPU: neural processing unit (NPU), image signal processor, sensor hub processor, or communication processor). For example, when the electronic device 101 includes the main processor 121 and the auxiliary processor 123, the auxiliary processor 123 may use less power than the main processor 121 or be set to be specialized for a designated function. can The secondary processor 123 may be implemented separately from or as part of the main processor 121 .

The secondary processor 123 may, for example, take the place of the main processor 121 while the main processor 121 is in an inactive (eg, sleep) state, or the main processor 121 is active (eg, running an application). ) state, together with the main processor 121, at least one of the components of the electronic device 101 (eg, the display module 160, the sensor module 176, or the communication module 190) It is possible to control at least some of the related functions or states. According to one embodiment, the auxiliary processor 123 (eg, image signal processor or communication processor) may be implemented as part of other functionally related components (eg, camera module 180 or communication module 190). there is. According to an embodiment, the auxiliary processor 123 (eg, a neural network processing device) may include a hardware structure specialized for processing an artificial intelligence model. AI models can be created through machine learning. Such learning may be performed, for example, in the electronic device 101 itself where the artificial intelligence model is performed, or may be performed through a separate server (eg, the server 108). The learning algorithm may include, for example, supervised learning, unsupervised learning, semi-supervised learning or reinforcement learning, but in the above example Not limited. The artificial intelligence model may include a plurality of artificial neural network layers. Artificial neural networks include deep neural networks (DNNs), convolutional neural networks (CNNs), recurrent neural networks (RNNs), restricted boltzmann machines (RBMs), deep belief networks (DBNs), bidirectional recurrent deep neural networks (BRDNNs), It may be one of deep Q-networks or a combination of two or more of the foregoing, but is not limited to the foregoing examples. The artificial intelligence model may include, in addition or alternatively, a software structure in addition to a hardware structure.

The memory 130 may store various data used by at least one component (eg, the processor 120 or the sensor module 176) of the electronic device 101 . The data may include, for example, input data or output data for software (eg, program 140) and commands related thereto. The memory 130 may include volatile memory 132 or non-volatile memory 134 .

The program 140 may be stored as software in the memory 130 and may include, for example, an operating system 142 , middleware 144 , or an application 146 .

The input module 150 may receive a command or data to be used by a component (eg, the processor 120) of the electronic device 101 from the outside of the electronic device 101 (eg, a user). The input module 150 may include, for example, a microphone, a mouse, a keyboard, a key (eg, a button), or a digital pen (eg, a stylus pen).

The sound output module 155 may output sound signals to the outside of the electronic device 101 . The sound output module 155 may include, for example, a speaker or a receiver. The speaker can be used for general purposes such as multimedia playback or recording playback. A receiver may be used to receive an incoming call. According to one embodiment, the receiver may be implemented separately from the speaker or as part of it.

The display module 160 can visually provide information to the outside of the electronic device 101 (eg, a user). The display module 160 may include, for example, a display, a hologram device, or a projector and a control circuit for controlling the device. According to one embodiment, the display module 160 may include a touch sensor set to detect a touch or a pressure sensor set to measure the intensity of force generated by the touch.

The audio module 170 may convert sound into an electrical signal or vice versa. According to one embodiment, the audio module 170 acquires sound through the input module 150, the sound output module 155, or an external electronic device connected directly or wirelessly to the electronic device 101 (eg: Sound may be output through the electronic device 102 (eg, a speaker or a headphone).

The sensor module 176 detects an operating state (eg, power or temperature) of the electronic device 101 or an external environmental state (eg, a user state), and generates an electrical signal or data value corresponding to the detected state. can do. According to one embodiment, the sensor module 176 may include, for example, a gesture sensor, a gyro sensor, an air pressure sensor, a magnetic sensor, an acceleration sensor, a grip sensor, a proximity sensor, a color sensor, an IR (infrared) sensor, a bio sensor, It may include a temperature sensor, humidity sensor, or light sensor.

The interface 177 may support one or more designated protocols that may be used to directly or wirelessly connect the electronic device 101 to an external electronic device (eg, the electronic device 102). According to one embodiment, the interface 177 may include, for example, a high definition multimedia interface (HDMI), a universal serial bus (USB) interface, an SD card interface, or an audio interface.

The connection terminal 178 may include a connector through which the electronic device 101 may be physically connected to an external electronic device (eg, the electronic device 102). According to one embodiment, the connection terminal 178 may include, for example, an HDMI connector, a USB connector, an SD card connector, or an audio connector (eg, a headphone connector).

The haptic module 179 may convert electrical signals into mechanical stimuli (eg, vibration or motion) or electrical stimuli that a user may perceive through tactile or kinesthetic senses. According to one embodiment, the haptic module 179 may include, for example, a motor, a piezoelectric element, or an electrical stimulation device.

The camera module 180 may capture still images and moving images. According to one embodiment, the camera module 180 may include one or more lenses, image sensors, image signal processors, or flashes.

The power management module 188 may manage power supplied to the electronic device 101 . According to one embodiment, the power management module 188 may be implemented as at least part of a power management integrated circuit (PMIC), for example.

The battery 189 may supply power to at least one component of the electronic device 101 . According to one embodiment, the battery 189 may include, for example, a non-rechargeable primary cell, a rechargeable secondary cell, or a fuel cell.

The communication module 190 is a direct (eg, wired) communication channel or a wireless communication channel between the electronic device 101 and an external electronic device (eg, the electronic device 102, the electronic device 104, or the server 108). Establishment and communication through the established communication channel may be supported. The communication module 190 may include one or more communication processors that operate independently of the processor 120 (eg, an application processor) and support direct (eg, wired) communication or wireless communication. According to one embodiment, the communication module 190 is a wireless communication module 192 (eg, a cellular communication module, a short-range wireless communication module, or a global navigation satellite system (GNSS) communication module) or a wired communication module 194 (eg, : a local area network (LAN) communication module or a power line communication module). Among these communication modules, a corresponding communication module is a first network 198 (eg, a short-range communication network such as Bluetooth, wireless fidelity (WiFi) direct, or infrared data association (IrDA)) or a second network 199 (eg, legacy It may communicate with the external electronic device 104 through a cellular network, a 5G network, a next-generation communication network, the Internet, or a telecommunications network such as a computer network (eg, a LAN or a WAN). These various types of communication modules may be integrated as one component (eg, a single chip) or implemented as a plurality of separate components (eg, multiple chips). The wireless communication module 192 uses subscriber information (eg, International Mobile Subscriber Identifier (IMSI)) stored in the subscriber identification module 196 within a communication network such as the first network 198 or the second network 199. The electronic device 101 may be identified or authenticated.

The wireless communication module 192 may support a 5G network after a 4G network and a next-generation communication technology, for example, NR access technology (new radio access technology). NR access technologies include high-speed transmission of high-capacity data (enhanced mobile broadband (eMBB)), minimization of terminal power and access of multiple terminals (massive machine type communications (mMTC)), or high reliability and low latency (ultra-reliable and low latency (URLLC)). -latency communications)) can be supported. The wireless communication module 192 may support a high frequency band (eg, mmWave band) to achieve a high data rate, for example. The wireless communication module 192 uses various technologies for securing performance in a high frequency band, such as beamforming, massive multiple-input and multiple-output (MIMO), and full-dimensional multiplexing. Technologies such as input/output (FD-MIMO: full dimensional MIMO), array antenna, analog beam-forming, or large scale antenna may be supported. The wireless communication module 192 may support various requirements defined for the electronic device 101, an external electronic device (eg, the electronic device 104), or a network system (eg, the second network 199). According to one embodiment, the wireless communication module 192 is a peak data rate for eMBB realization (eg, 20 Gbps or more), a loss coverage for mMTC realization (eg, 164 dB or less), or a U-plane latency for URLLC realization (eg, Example: downlink (DL) and uplink (UL) each of 0.5 ms or less, or round trip 1 ms or less) may be supported.

The antenna module 197 may transmit or receive signals or power to the outside (eg, an external electronic device). According to one embodiment, the antenna module 197 may include an antenna including a radiator formed of a conductor or a conductive pattern formed on a substrate (eg, PCB). According to one embodiment, the antenna module 197 may include a plurality of antennas (eg, an array antenna). In this case, at least one antenna suitable for a communication method used in a communication network such as the first network 198 or the second network 199 is selected from the plurality of antennas by the communication module 190, for example. can be chosen A signal or power may be transmitted or received between the communication module 190 and an external electronic device through the selected at least one antenna. According to some embodiments, other components (eg, a radio frequency integrated circuit (RFIC)) may be additionally formed as a part of the antenna module 197 in addition to the radiator.

According to various embodiments, the antenna module 197 may form a mmWave antenna module. According to one embodiment, the mmWave antenna module includes a printed circuit board, an RFIC disposed on or adjacent to a first surface (eg, a lower surface) of the printed circuit board and capable of supporting a designated high frequency band (eg, mmWave band); and a plurality of antennas (eg, array antennas) disposed on or adjacent to a second surface (eg, a top surface or a side surface) of the printed circuit board and capable of transmitting or receiving signals of the designated high frequency band. can do.

At least some of the components are connected to each other through a communication method between peripheral devices (eg, a bus, general purpose input and output (GPIO), serial peripheral interface (SPI), or mobile industry processor interface (MIPI)) and signal ( e.g. commands or data) can be exchanged with each other.

According to an embodiment, commands or data may be transmitted or received between the electronic device 101 and the external electronic device 104 through the server 108 connected to the second network 199 . Each of the external electronic devices 102 or 104 may be the same as or different from the electronic device 101 . According to an embodiment, all or part of operations executed in the electronic device 101 may be executed in one or more external electronic devices among the external electronic devices 102 , 104 , or 108 . For example, when the electronic device 101 needs to perform a certain function or service automatically or in response to a request from a user or another device, the electronic device 101 instead of executing the function or service by itself. Alternatively or additionally, one or more external electronic devices may be requested to perform the function or at least part of the service. One or more external electronic devices receiving the request may execute at least a part of the requested function or service or an additional function or service related to the request, and deliver the execution result to the electronic device 101 . The electronic device 101 may provide the result as at least part of a response to the request as it is or additionally processed. To this end, for example, cloud computing, distributed computing, mobile edge computing (MEC), or client-server computing technology may be used. The electronic device 101 may provide an ultra-low latency service using, for example, distributed computing or mobile edge computing. In another embodiment, the external electronic device 104 may include an internet of things (IoT) device. Server 108 may be an intelligent server using machine learning and/or neural networks. According to one embodiment, the external electronic device 104 or server 108 may be included in the second network 199 . The electronic device 101 may be applied to intelligent services (eg, smart home, smart city, smart car, or health care) based on 5G communication technology and IoT-related technology.

The server 108 is connected to the electronic device 101 and can provide a service to the connected electronic device 101 . In addition, the server 108 may proceed with a membership sign-up procedure, store and manage various types of information of users subscribed as members, and provide various purchase and payment functions related to services. In addition, the server 108 may share execution data of service applications executed in each of the plurality of electronic devices 101 in real time so that the service can be shared among users. This server 108 may have the same configuration as a conventional web server or WAP server in terms of hardware. However, in terms of software, it may include a program module that is implemented through any language such as C, C++, Java, Visual Basic, or Visual C and performs various functions. In addition, the server 108 is generally connected to an unspecified number of clients and/or other servers through an open computer network such as the Internet, and receives requests from clients or other servers to perform tasks and derives and provides work results. It means a computer system and the computer software (server program) installed for it. In addition, the server 108, in addition to the above-described server program, a series of application programs operating on the server 108 and various databases (DB: Database, hereinafter referred to as It should be understood as a broad concept including DB"). Accordingly, the server 108 classifies member registration information and various information and data about games, stores them in a DB, and manages them. This DB may be implemented inside or outside the server 108 . In addition, the server 108 uses a server program provided in various ways according to operating systems such as DOS, Windows, Linux, UNIX, and Macintosh in general server hardware. As a representative example, a website used in a Windows environment, Internet Information Server (IIS), and CERN, NCSA, APPACH, etc. used in a Unix environment can be used. In addition, the server 108 may interoperate with an authentication system and a payment system for user authentication of services or payment for purchases related to services.

The first network 198 and the second network 199 are a connection structure capable of exchanging information between nodes such as terminals and servers, or a network connecting the server 108 and the electronic devices 101 and 104. means (Network). The first network 198 and the second network 199 include Internet, Local Area Network (LAN), Wireless Local Area Network (Wireless Local Area Network), Wide Area Network (WAN), Personal Area Network (PAN), and 3G , 4G, LTE, 5G, Wi-Fi, etc., but are not limited thereto. The first network 198 and the second network 199 may be closed first networks 198 and second networks 199 such as LAN and WAN, but are preferably open such as the Internet. The Internet is based on the TCP/IP protocol and several services that exist on its upper layer, such as HTTP (HyperText Transfer Protocol), Telnet, FTP (File Transfer Protocol), DNS (Domain Name System), SMTP (Simple Mail Transfer Protocol), SNMP ( Simple Network Management Protocol), Network File Service (NFS), and Network Information Service (NIS).

The database may have a general data structure implemented in a storage space (hard disk or memory) of a computer system using a database management program (DBMS). The database may have a data storage form in which data can be freely searched for (extracted), deleted, edited, added, and the like. Databases are relational database management systems (RDBMS) such as Oracle, Informix, Sybase, and DB2, or object-oriented database management such as Gemston, Orion, and O2. It can be implemented according to the purpose of an embodiment of the present disclosure using a system (OODBMS) and XML Native Databases such as Excelon, Tamino, and Sekaiju, and its functions may have appropriate fields or elements to achieve.

2 is a diagram showing the configuration of a program according to an embodiment.

2 is a block diagram illustrating a program 140 according to various embodiments. According to one embodiment, the program 140 includes an operating system 142, middleware 144, or an application 146 executable in the operating system 142 for controlling one or more resources of the electronic device 101. can include The operating system 142 may include, for example, Android™, iOS™, Windows™, Symbian™, Tizen™, or Bada™. At least some of the programs 140 are, for example, preloaded in the electronic device 101 at the time of manufacture, or when used by a user, an external electronic device (eg, the electronic device 102 or 104), or a server ( 108)) can be downloaded or updated. All or part of program 140 may include a neural network.

The operating system 142 may control management (eg, allocation or reclamation) of one or more system resources (eg, process, memory, or power) of the electronic device 101 . Operating system 142 may additionally or alternatively include other hardware devices of electronic device 101 , such as input module 150 , sound output module 155 , display module 160 , audio module 170 . , sensor module 176, interface 177, haptic module 179, camera module 180, power management module 188, battery 189, communication module 190, subscriber identification module 196, or It may include one or more driver programs for driving the antenna module 197.

The middleware 144 may provide various functions to the application 146 so that the function or information provided from one or more resources of the electronic device 101 may be used by the application 146 . The middleware 144 includes, for example, the application manager 201, the window manager 203, the multimedia manager 205, the resource manager 207, the power manager 209, the database manager 211, and the package manager 213. ), connectivity manager 215, notification manager 217, location manager 219, graphics manager 221, security manager 223, call manager 225, or voice recognition manager 227. can

The application manager 201 may manage the life cycle of the application 146 , for example. The window manager 203 may manage one or more GUI resources used in a screen, for example. The multimedia manager 205 identifies, for example, one or more formats necessary for reproducing media files, and encodes or decodes a corresponding media file among the media files using a codec suitable for the selected format. can be done The resource manager 207 may manage a source code of the application 146 or a memory space of the memory 130 . The power manager 209 may manage, for example, the capacity, temperature, or power of the battery 189, and determine or provide related information necessary for the operation of the electronic device 101 by using corresponding information among them. . According to an embodiment, the power manager 209 may interoperate with a basic input/output system (BIOS) (not shown) of the electronic device 101 .

The database manager 211 may create, search, or change a database to be used by the application 146, for example. The package manager 213 may manage installation or update of applications distributed in the form of package files, for example. The connectivity manager 215 may manage, for example, a wireless connection or a direct connection between the electronic device 101 and an external electronic device. The notification manager 217 may provide a function for notifying a user of occurrence of a designated event (eg, an incoming call, message, or alarm), for example. The location manager 219 may manage location information of the electronic device 101, for example. The graphic manager 221 may manage, for example, one or more graphic effects to be provided to a user or a user interface related thereto.

Security manager 223 may provide system security or user authentication, for example. The telephony manager 225 may manage, for example, a voice call function or a video call function provided by the electronic device 101 . The voice recognition manager 227 transmits, for example, the user's voice data to the server 108, and at least partially based on the voice data, a command corresponding to a function to be performed in the electronic device 101; Alternatively, text data converted at least partially based on the voice data may be received from the server 108 . According to one embodiment, the middleware 244 may dynamically delete some existing components or add new components. According to one embodiment, at least part of the middleware 144 may be included as part of the operating system 142 or may be implemented as separate software different from the operating system 142 .

The application 146 includes, for example, a home 251, a dialer 253, an SMS/MMS 255, an instant message (IM) 257, a browser 259, a camera 261, and an alarm 263. , Contacts (265), Voice Recognition (267), Email (269), Calendar (271), Media Player (273), Albums (275), Watch (277), Health (279) (e.g. exercise or blood sugar) measurement of biometric information) or environmental information 281 (eg, measurement of atmospheric pressure, humidity, or temperature information). According to an embodiment, the application 146 may further include an information exchange application (not shown) capable of supporting information exchange between the electronic device 101 and an external electronic device. The information exchange application may include, for example, a notification relay application configured to transmit designated information (eg, a call, message, or alarm) to an external electronic device, or a device management application configured to manage an external electronic device. there is. The notification relay application, for example, transmits notification information corresponding to a designated event (eg, mail reception) generated in another application (eg, the email application 269) of the electronic device 101 to an external electronic device. can Additionally or alternatively, the notification relay application may receive notification information from an external electronic device and provide the notification information to the user of the electronic device 101 .

The device management application is, for example, a power source (eg, turn-on or turn-off) of an external electronic device that communicates with the electronic device 101 or some component thereof (eg, a display module or a camera module of the external electronic device). ) or functions (eg brightness, resolution, or focus). The device management application may additionally or alternatively support installation, deletion, or update of an application operating in an external electronic device.

Throughout this specification, a neural network, a neural network, and a network function may be used interchangeably. A neural network may consist of a set of interconnected computational units, which may be generally referred to as “nodes”. These “nodes” may also be referred to as “neurons”. A neural network includes at least two or more nodes. Nodes (or neurons) constituting neural networks may be interconnected by one or more “links”.

In a neural network, two or more nodes connected through a link may form a relative relationship of an input node and an output node. The concept of an input node and an output node is relative, and any node in an output node relationship with one node may have an input node relationship with another node, and vice versa. As described above, the input node to output node relationship can be created around the link. More than one output node can be connected to one input node through a link, and vice versa.

In a relationship between an input node and an output node connected through one link, the value of the output node may be determined based on data input to the input node. Here, a node interconnecting the input node and the output node may have a weight. The weight may be variable, and may be changed by a user or an algorithm in order for the neural network to perform a desired function. For example, when one or more input nodes are interconnected by respective links to one output node, the output node is set to a link corresponding to values input to input nodes connected to the output node and respective input nodes. An output node value may be determined based on the weight.

As described above, in a neural network, two or more nodes are interconnected through one or more links to form an input node and output node relationship in the neural network. Characteristics of the neural network may be determined according to the number of nodes and links in the neural network, an association between the nodes and links, and a weight value assigned to each link. For example, when there are two neural networks having the same number of nodes and links and different weight values between the links, the two neural networks may be recognized as different from each other.

The embodiments described above may be implemented as hardware components, software components, and/or a combination of hardware components and software components. For example, the devices, methods and components described in the embodiments may include, for example, a processor, a controller, an arithmetic logic unit (ALU), a digital signal processor, a microcomputer, a field programmable gate (FPGA). array), programmable logic units (PLUs), microprocessors, or any other device capable of executing and responding to instructions. A processing device may run an operating system (OS) and one or more software applications running on the operating system. A processing device may also access, store, manipulate, process, and generate data in response to execution of software. For convenience of understanding, there are cases in which one processing device is used, but those skilled in the art will understand that the processing device includes a plurality of processing elements and/or a plurality of types of processing elements. It can be seen that it can include. For example, a processing device may include a plurality of processors or a processor and a controller. Other processing configurations are also possible, such as parallel processors.

The method according to the embodiment may be implemented in the form of program instructions that can be executed through various computer means and recorded on a computer readable medium. The computer readable medium may include program instructions, data files, data structures, etc. alone or in combination. Program commands recorded on the medium may be specially designed and configured for the embodiment or may be known and usable to those skilled in computer software. Examples of computer-readable recording media include magnetic media such as hard disks, floppy disks and magnetic tapes, optical media such as CD-ROMs and DVDs, and magnetic media such as floptical disks. - includes hardware devices specially configured to store and execute program instructions, such as magneto-optical media, and ROM, RAM, flash memory, and the like. Examples of program instructions include high-level language codes that can be executed by a computer using an interpreter, as well as machine language codes such as those produced by a compiler. The hardware devices described above may be configured to operate as one or more software modules to perform the operations of the embodiments, and vice versa.

Software may include a computer program, code, instructions, or a combination of one or more of the foregoing, which configures a processing device to operate as desired or processes independently or collectively. The device can be commanded. Software and/or data may be any tangible machine, component, physical device, virtual equipment, computer storage medium or device, intended to be interpreted by or provide instructions or data to a processing device. , or may be permanently or temporarily embodied in a transmitted signal wave. Software may be distributed on networked computer systems and stored or executed in a distributed manner. Software and data may be stored on one or more computer readable media.

As described above, although the embodiments have been described with limited drawings, those skilled in the art can apply various technical modifications and variations based on the above. For example, the described techniques may be performed in an order different from the method described, and/or components of the described system, structure, device, circuit, etc. may be combined or combined in a different form than the method described, or other components may be used. Or even if it is replaced or substituted by equivalents, appropriate results can be achieved.

Therefore, other implementations, other embodiments, and equivalents of the claims are within the scope of the following claims.

Claims (17)

In electronic devices,
memory; and
a processor connected to the memory; including,
the processor,
Through a positioning sensor installed in a specific store, it is confirmed whether the user terminal exists within a preset range,
If the user terminal exists within the range,
First customizing information including personal information of the first user using the user terminal from the user terminal, personal preference information, and individual setting information set by the first user with respect to essential configuration items constituting the menu board receive,
Creating first menu board contents based on the personal information of the first user, the personal taste information, the first customizing information, and preset menu information corresponding to the corresponding store;
The electronic device characterized in that the first menu board content is transmitted to a store terminal installed in the corresponding store.
The method of claim 1,
The above personal information,
Including information on the gender, age, and occupational group of the first user,
The personal preference information is
Including information on a user interest area selected by the first user from among preset areas of interest;
The essential components are:
The electronic device characterized in that it includes a template constituting the menu board, color, font, font size and layout.
The method of claim 2,
the processor,
When receiving information on a request for generating the first customizing information from the user terminal,
Based on the preset temporary menu information, the basic menu board contents generated so that the user can experience the menu board are transmitted to the user terminal;
Based on the personal information and the personal preference information, a recommended individual element is derived from individual elements preset for each essential component item;
An electronic device characterized in that for transmitting information on the recommended individual element to the user terminal.
The method of claim 3,
the processor,
Based on the personal information and the personal preference information, a recommendation score is derived for each element included in the essential configuration items;
An electronic device characterized in that an individual element whose recommendation score exceeds a preset threshold recommendation score is derived as the individual recommendation element.
The method of claim 4,
The recommended score is
It is derived by the equation below,

RS (Recommended Score) means the recommendation score for a specific individual element, NoTUS (Number of Total User Selecting) means the total number of users who selected the specific individual element, and NoSSUS (Number of Same Sex User Selecting) Means the number of times other users having the same gender as the first user select the specific individual element, and NoSAUS (Number of Same Age User Selecting) means that other users having the same age as the first user select the specific individual element. , and NoSJUS (Number of Same Job User Selecting) means the number of times other users having the same job group as the first user select the specific individual element, and NoSIUS (Number of Same Interest User Selecting) The electronic device, characterized in that, means the number of times other users having the same interest field as the first user select the specific individual element.
The method of claim 5,
The menu information,
The electronic device characterized in that it includes information on menus and prices sold in the corresponding store.
The method of claim 6,
the processor,
Creating second menu board contents based on second customizing information preset by a second user who operates the corresponding store and the menu information;
The first menu board content and the second menu board content are transmitted to the store terminal, and output control information regarding an output method of the first menu board content and the second menu board content is also transmitted. , electronic devices.
The method of claim 7,
the processor,
Deriving output priorities of the first menu board contents and the second menu board contents based on the personal information and the personal taste information;
Dividing the first menu board contents and the second menu board contents into first priority output contents and second priority output contents based on the output priority;
controlling the first priority output content to be output on the display of the store terminal in full screen, and the second priority output content to be output at a preset location on the display in a preset size smaller than the first priority output content;
When the first priority output content and the second priority output content are output to the display of the store terminal and the first input signal is an area where the first priority output content is being output, the second priority output content is output. to stop,
When the first input signal is an area in which the second priority output content is being output, the output control information for controlling the first priority output content and the second priority output content to be exchanged and output is generated. Characterized in that, the electronic device.
The method of claim 8,
the processor,
When the number of the first customization information possessed by the first user exceeds the preset first threshold number, the first menu board content is set as the first priority output content, and the second menu board content is set as the first priority output content. 2 set the output priority to set the priority output content;
When the number of the first customization information possessed by the first user is equal to or less than a predetermined second threshold number lower than the first threshold number, the first menu board content is set as the second priority output content, and the second priority output content is set. Setting the output priority to set the menu board contents as the first priority output contents;
When the number of the first customizing information possessed by the first user is less than or equal to the first threshold number and exceeds the second threshold number, an output interchange index for the first user is derived;
When the output interchange index is less than or equal to a predetermined critical exchange index,
Setting the output priority to set the first menu board content as first priority output content and the second menu board content as second priority output content;
When the output interchange index exceeds the critical exchange index,
The electronic device, characterized in that the output priority is set so that the first menu board content is set as the second priority output content, and the second menu board content is set as the first priority output content.
The method of claim 9,
The output interchange index is,
It is derived by the equation below,

OII (Output Interchangeability Index) means the output interchangeability index, and NoE (Number of Exchanges)_i is the first user's gender, age group, occupational group, and interest. An electronic device characterized in that it means the number of times content and the content of the second priority output content are interchanged.
The method of claim 10,
The first menu board content and the second menu board content,
It consists of one or more pages or pages of a certain length or longer, and on the page, a first input button for selecting a menu included in the menu information and a second input button for payment for menu order are disposed,
the processor,
Modifying the arrangement position of the first input button and the second input button based on all input signal records input until all users input the first input button and the second input button through the store terminal Characterized in that, the electronic device.
The method of claim 11,
the processor,
Based on all the input signal histories, an operation of inputting the first input button and the second input button is classified as a final input operation, and an operation of inputting the remaining input signals is classified as an intermediate input operation,
For each final input operation, the intermediate input operation connected to the final input operation is classified by user;
For each final input operation, an average value of the number of intermediate input operations connected to the final input operation is calculated;
By comparing the average value with a preset critical average value,
Setting the first input button and/or the second input button connected to the final input operation in which the average value exceeds the critical average value as a third input button requiring position correction;
An electronic device characterized in that the arrangement position of the third input button is corrected.
The method of claim 12,
the processor,
Modify the arrangement position of the third input button,
Dividing pages constituting the first menu board contents and the second menu board contents according to the display size of the store terminal;
Deriving a placement score for the third input button for each page;
The electronic device characterized in that the arrangement position is modified so that the third input button is disposed on the page having the highest arrangement score.
The method of claim 13,
The placement score is
It is derived by the equation below,

PS (Placement Score) means the placement score for the third input button on the corresponding page, and TNoVP (Total Number of Visit Pages) is the intermediate input operation until all users input the third input button. It means the total number of visits of visited pages, NoVP (Number of Visit Pages) means the number of times all users have visited the corresponding page by the intermediate input operation until they input the third input button, and NoU (Number of User) means the number of users who input the third input button, the electronic device.
A method for providing a menu board interface based on user customization,
Through a positioning sensor installed in a specific store, confirming whether the user terminal exists within a preset range;
When the user terminal exists within the range, the first user sets the personal information of the first user using the user terminal from the user terminal, personal preference information, and essential configuration items constituting the menu board. Receiving first customizing information including one individual setting information;
generating first menu board contents based on the personal information of the first user, the personal taste information, the first customizing information, and preset menu information corresponding to the store; and
transmitting the first menu board contents to a store terminal installed in the corresponding store; A method for providing a menu board interface based on user customization, comprising:
A computer program stored in a computer readable recording medium to execute the method of claim 15 in combination with hardware.
A computer readable recording medium storing a computer program combined with hardware to execute the method of claim 15.

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