KR20210035584A - Application providing music service and operating method of electronic device in which application is executed - Google Patents

Abstract

Disclosed is an operation method of an electronic device. The operation method of an electronic device comprises the following steps of: executing an application for providing a music service based on a predetermined location in an electronic device; obtaining search information including information on a location of interest of a user of the electronic device and information on music of interest; obtaining a list of at least one recommended place that can provide the music service, based on the search information; displaying a user interface for enabling a service provided in a first recommended place selected from the list; and requesting a predetermined service corresponding to a user input received through the user interface to a first management device that manages service provision of the first recommended place.

Description

An application that provides a music service and an operation method of the electronic device on which the application is executed {APPLICATION PROVIDING MUSIC SERVICE AND OPERATING METHOD OF ELECTRONIC DEVICE IN WHICH APPLICATION IS EXECUTED}

The present invention relates to an application providing a music service and an operating method of an electronic device on which the application is executed.

A service provider that provides a predetermined service through branches such as cafes, restaurants, and taverns provides a predetermined music service at the branch. For example, a service provider plays predetermined music provided from a server providing a sound source streaming service.

Since the service provider simply plays the predetermined music provided from the server, the service provider cannot properly provide the music desired by the user to users visiting the branch office.

Accordingly, there is a need for a technology that recommends a predetermined place that provides the user's desired music and enables the user to request the desired music at the place the user has visited.

When search information including information on a location of interest and music of interest of the user is obtained, a list recommending places related to the genre of the music of interest is provided to the user, and a service for the first recommended place selected in the list is provided. .

An attempt is made to provide a predetermined music list to the service provider based on music information reproduced at the service provider's branch office and music information of interest of a user visiting the branch office.

According to one side, the electronic device executing an application that provides a music service based on a predetermined place; Acquiring search information including information on a location of interest and music of interest of the user of the electronic device; Obtaining a list of at least one recommended place that can provide the music service based on the search information; Displaying a user interface that enables a service provided at a first recommended place selected from the list to be used; And requesting a predetermined service corresponding to a user input received through the user interface to a first management device that manages service provision of the first recommended place.

According to another aspect, an application stored in a medium is provided to execute the method of operating the electronic device in combination with the electronic device.

According to another aspect, there is provided a computer-readable recording medium in which a program for executing the operation method of the electronic device in the electronic device is recorded.

According to one side, a communication interface for communicating with a management device for managing provision of a music service and an electronic device for requesting provision of a music service; storage; Processor; And a memory storing instructions executable by the processor, wherein the processor receives at least one service including a music service from a plurality of management devices by executing the instructions, and 1 Acquire search information including a location of interest of the user and information of the music of interest of the first user, and obtain a list of at least one recommended place that can provide the music service based on the search information, Transmitting the list to the first electronic device, receiving a first service provision request of a first recommended place selected from the list from the first electronic device, and receiving the first service provision request to the first management device of the first recommended place 1 A server is provided that transmits a service provision request.

According to another aspect, receiving information on at least one service including a music service for a service provider from a plurality of management devices, and registering information on at least one service including a music service for the service provider; Obtaining search information including information on a location of interest of a first user and music of interest of the first user from a first electronic device; Obtaining a list of at least one recommended place that can provide the music service based on the search information, and transmitting the list to the first electronic device; Receiving a first service provision request for a first recommended place selected from the list from the first electronic device; A method of operating a server is provided, comprising transmitting the first service provision request to a first management device of the first recommended location.

According to another aspect, there is provided a computer-readable recording medium in which a program for executing the operation method of the server on the server is recorded.

When search information including information on a user's interest location and music of interest is obtained, a list recommending places related to the genre of the music of interest is provided to the user, and a service for the first recommended place selected in the list can be provided. have.

A predetermined music list may be provided to the service provider based on music information reproduced at the service provider's branch office and music information of interest of a user visiting the branch office.

The present disclosure may be easily understood by a combination of the following detailed description and accompanying drawings, and reference numerals refer to structural elements.
1 is a conceptual diagram illustrating an operation of an application providing a music service based on a predetermined place in an electronic device, according to an embodiment.
FIG. 2 is a diagram illustrating a method of operating an electronic device for recommending a location providing a predetermined music service based on information on a user's location of interest and music of interest, and requesting a service provided at a selected location, according to an embodiment. It is a flow chart.
3 is a diagram illustrating a method of acquiring search information in an electronic device, according to an exemplary embodiment.
4 is a diagram schematically illustrating an artificial neural network having a plurality of hierarchical structures, according to an embodiment.
FIG. 5A is a diagram illustrating a method of operating a server for generating a learning model for recommending a place that provides a predetermined music service, and obtaining a list of recommended places using the learning model, according to an exemplary embodiment.
FIG. 5B is a diagram illustrating a method of operating an electronic device for obtaining a list of recommended places based on a learning model for recommending places that provide a predetermined music service, according to an embodiment.
FIG. 6 is a diagram for describing an operation of displaying information on a recommended place capable of providing a predetermined music service based on a user's interest location and music of interest in an electronic device, according to an exemplary embodiment.
FIG. 7 is a diagram illustrating an operation of a user making a reservation for a predetermined place and purchasing a coupon related to the predetermined place in an electronic device, according to an exemplary embodiment.
FIG. 8 is a diagram for explaining an operation of displaying a music list played at the visited place on a user's electronic device when a user visits a predetermined place, according to an exemplary embodiment.
FIG. 9 is a diagram for explaining an operating method of an electronic device for recommending music related to a music list played in a predetermined place when a user visits a predetermined place, according to an exemplary embodiment.
10 is a diagram for describing an operation of an electronic device for recommending music related to a music list played in a predetermined place, according to an exemplary embodiment.
11 is a diagram illustrating an operation of a user requesting a predetermined music in an electronic device, according to an exemplary embodiment.
12 is a diagram for describing an operation of an electronic device in which a cache is provided based on feedback information of a predetermined music requested by a user, according to an exemplary embodiment.
13 is a diagram for describing an operation of an electronic device that displays an advertisement related to a place visited by a user and supports communication between visitors, according to an exemplary embodiment.
14 is a diagram for describing an operation between an electronic device, a server, and a management device, according to an embodiment.
15 is a block diagram illustrating a configuration of an electronic device according to an embodiment.
16 is a block diagram showing the configuration of a server according to an embodiment.

Hereinafter, various embodiments will be described in detail with reference to the drawings. The embodiments described below may be modified and implemented in various different forms. In order to more clearly describe the features of the embodiments, detailed descriptions of matters widely known to those of ordinary skill in the art to which the following embodiments belong will be omitted.

On the other hand, in the present specification, when a configuration is "connected" with another configuration, this includes not only a case of being'directly connected' but also a case of being'connected with another configuration in the middle.' In addition, when a certain configuration "includes" other configurations, it means that other configurations may be further included rather than excluding other configurations, unless otherwise stated.

In addition, terms including ordinal numbers such as'first' or'second' used in the present specification may be used to describe various elements, but the elements should not be limited by the terms. These terms are only used for the purpose of distinguishing one component from another component.

Throughout the specification, the "electronic device" may mean a device such as a desktop computer, a tablet, a mobile phone, a notebook, and a smartphone, and is not limited to the above example.

Throughout the specification, "server" may refer to a device used to provide a game service to a user's electronic device and manage the game service. In addition, the "server" may be implemented as a special-purpose computer, a general-purpose computer, a supercomputer, a mainframe computer, etc., and is not limited to the above examples. .

1 is a conceptual diagram illustrating an operation of an application providing a music service based on a predetermined place in an electronic device, according to an embodiment.

Referring to the image 110 of FIG. 1, the user may execute an application that provides a music service on the electronic device 10 based on a predetermined location. The electronic device 10 may acquire search information 111 including information on a user's interest location and music of interest. The electronic device 10 may determine a recommended place that can provide a predetermined music service based on the search information 111 and display the recommended information 112 for the recommended place. The recommended information may include a list of recommended places. The user can select a predetermined place from the list of recommended places and make a reservation for the predetermined place. For example, the electronic device 10 may receive an input for making a reservation for a "AAA Beer" place.

Meanwhile, the user may visit the "AAA Beer" place after making a reservation for the "AAA Beer" place. In the "AAA Beer" place, an application that provides a music service based on a predetermined place may be executed. As shown in the image 120 of FIG. 1, the electronic device 10 may display music information played in the "AAA Beer" location. The music information may include information 121 of a song currently played in the "AAA Beer" place and a music list 122 played in the "AAA Beer" place. The user can request the music the user wants through the application.

FIG. 2 is a diagram illustrating a method of operating an electronic device for recommending a place that provides a predetermined music service based on information on a location of interest and music of interest, and requesting a service provided at a selected place, according to an embodiment. It is a flow chart.

In step S210 of FIG. 2, the electronic device 10 may execute an application that provides a music service in the electronic device 10 based on a predetermined location.

In step S220, the electronic device 10 may obtain search information including information on a user's interest position and music of interest of the electronic device 10.

For example, the electronic device 10 may obtain information on a location of interest of the user from a real-time location received through GPS in the electronic device 10. Also, the electronic device 10 may determine a location set by a user's input in the application as the location of interest, and obtain information on the location of interest.

For example, the electronic device 10 may obtain information on the music of interest of the user based on at least one music list stored in the electronic device 10 or the application.

In step S230, the electronic device 10 may obtain a list of at least one recommended place that may provide a music service based on the search information.

For example, the electronic device 10 may determine at least one recommended place that provides music for a genre based on a location of interest and a genre of music included in the music of interest. The electronic device 10 may obtain a list including information on a service provided at at least one recommended place and display the list.

For example, the electronic device 10 applies the information on the location of interest and the music of interest to a learning model that recommends a place that provides a predetermined music service, and provides at least one music for the genre of music included in the music of interest. You can decide where to go. Here, the learning model for recommending a place that provides a predetermined music service may be learned based on a correlation between a location of interest of a plurality of users and a place visited by a plurality of users through an artificial neural network. In addition, in the case where the amount of data for the user is accumulated by a predetermined amount or more, the learning model may be retrained by putting a weight on the data for the user rather than the data for other users. As a result of retraining, the learning model can be updated.

In step S240, the electronic device 10 may display a user interface that enables a service provided at the first recommended place selected in the list to be used.

For example, the electronic device 10 may receive an input for selecting a first recommended place in the list. The electronic device 10 may display a user interface for receiving an input for making a reservation for a first recommended place and requesting music to be played at the first recommended place.

In step S250, the electronic device 10 may request a predetermined service corresponding to a user input received through the user interface from the first management device that manages the provision of the service at the first recommended place.

For example, when an application is executed in a first recommended place, the electronic device 10 may display a first music list including first music information and first music information played in the first recommended place. The electronic device 10 may receive an input for requesting a first music of interest from a user through a user interface. The electronic device 10 may request the addition of the first music of interest to the first music list through the first management device.

In addition, the electronic device 10 includes at least one music matched with the genre of the first music list played at the first recommended location, based on the frequency of music played by the electronic device 10 and the genre of music played. You can display recommended information that recommends. The electronic device 10 may receive an input for selecting a first music from among at least one music. The electronic device 10 may request the first management device to add the first music to the first music list.

Also, the electronic device 10 may receive a cache that can be used in an application to the user's account based on feedback information obtained from a plurality of users while the first music of interest is being played in the first recommended place.

Also, the electronic device 10 may display an advertisement related to at least one recommended place based on the history of the user's visited place and information on the music of interest.

3 is a diagram illustrating a method of acquiring search information in an electronic device, according to an exemplary embodiment.

Referring to the image 310 of FIG. 3, the electronic device 10 may display a user interface for setting a location of interest and a method of obtaining information on a music of interest.

For example, the electronic device 10 may display a user interface 311 for setting a method of obtaining a location of interest. When an input for selecting a current location is received from the electronic device 10 through the user interface 311, the electronic device 10 displays the current position of the electronic device 10 through a global positioning system (GPS) in the electronic device 10. Location information can be obtained, and the current location can be determined as a location of interest. Also, the electronic device 10 may receive an input for selecting a setting location and an input for selecting a predetermined location through the user interface 311. The electronic device 10 may determine a predetermined location selected by a user's input as a location of interest. Also, the electronic device 10 may receive an input for setting a search radius based on a location of interest through the user interface 311. The electronic device 10 may search for a recommended place within a search radius input based on the location of interest.

For example, the electronic device 10 may display a user interface 312 for setting a method of acquiring a music of interest. When an input for selecting "AA My Music" from the electronic device 10 through the user interface 312 is received, the electronic device 10 may obtain the user's music information from the application of "AA My Music". For example, the application of "AA My Music" may be an application different from an application that provides a music service based on a predetermined location. The electronic device 10 may obtain a user's music list stored in the application of “AA My Music” by performing a link operation between an application providing a music service and an application of “AA My Music” based on a predetermined location. .

In addition, when an input for selecting a "playlist" is received from the electronic device 10 through the user interface 312, the electronic device 10 may obtain a user's music list stored in the application. Also, the electronic device 10 may receive an input for selecting a genre of interest through the user interface 312.

The electronic device 10 may determine at least one recommended place capable of providing a music service based on the location of interest and information on the music of interest.

Referring to the image 320 of FIG. 3, the electronic device 10 may display a user interface for setting a music genre of interest and a place of interest. Referring to the image 310 of FIG. 3 again, when a window for inputting a genre of interest is selected in the electronic device 10 through the user interface 312, as shown in the image 320 of FIG. 3, the electronic device ( 10) may display a user interface 321 for selecting a music genre of interest. For example, music genres of interest include Classic, Jazz, Pop, Hip-Hop, Rock, Folk, Soul, Reggae, A ballad, a trot, and the like may be included, and the example is not limited thereto. The user may select at least one music genre from among a plurality of music genres of interest.

Also, the electronic device 10 may receive an input for selecting a place of interest through the user interface 322. The place of interest may be a predetermined place that provides a music service. For example, the place of interest may be a restaurant, a cafe, a mart, a department store, or a pub, and is not limited to the above example.

The electronic device 10 may determine at least one recommended place that satisfies the conditions of the location of interest and the genre of the music of interest within the place of interest.

Meanwhile, the electronic device 10 may determine a location of interest of the user and at least one recommended location that satisfies a condition of a music of interest by using a learning model for recommending a location that provides a predetermined music service. The learning model for recommending a place that provides a predetermined music service may be a model learned based on a correlation between a user's interest position and a music of interest and a place visited by the user through an artificial neural network. 4 illustrates the structure of an artificial neural network.

4 is a diagram schematically illustrating an artificial neural network having a plurality of hierarchical structures, according to an embodiment.

Referring to FIG. 4, the artificial neural network may include an input layer 410, at least one or more hidden layers 420 and 430, and an output layer 440. Further, the calculation through the artificial neural network may be performed by the processor 1540 in the electronic device 10 or the processor 1640 in the server 30. Alternatively, the electronic device 10 and the server 30 may be performed through a separate processor, controller, or chip for performing an operation through a separate artificial neural network.

In addition, weights between each layer and node may be learned through learning and training performed in the hidden layers 420 and 430. For example, the processor 1540 in the electronic device 10 or the processor 1640 in the server 30 acquires a value of a weight representing a correlation between a predetermined location of interest and a predetermined music of interest and a predetermined location through repetitive learning. can do. The processor 1540 in the electronic device 10 or the processor 1640 in the server 30 provides a predetermined music service based on a predetermined position of interest and a predetermined music of interest in an artificial neural network trained by applying the obtained weight value. You can create a learning model that recommends a place to do.

In FIG. 5A, a method of operating a server for acquiring a list of recommended places using a learning model for recommending a place providing a predetermined music service is described, and in FIG. 5B, a learning model for recommending a place providing a predetermined music service is used. Thus, a method of operating an electronic device for obtaining a list of recommended places will be described.

FIG. 5A is a diagram illustrating a method of operating a server for generating a learning model for recommending a place that provides a predetermined music service, and obtaining a list of recommended places using the learning model, according to an exemplary embodiment.

In step S510 of FIG. 5A, the server 30 may obtain information on a user's location of interest and music of interest from the electronic device 10.

For example, the server 30 may obtain information on a plurality of places existing within a predetermined range based on a location of interest. Here, the information on the plurality of places may include at least one of a service provided at the place, a location of the place, a size, an opening time, and a review of the place.

For example, the server 30 may obtain a user's music list from the electronic device 10 and reproduction information of music played on the user's electronic device 10. The reproduction information may include information on at least one of the reproduced music, the genre of the reproduced music, the number of times reproduced, the reproduced date and time, and the reproduced place.

In step S520, the server 30 may obtain information related to a place visited by the user.

For example, the server 30 may obtain profile information of a place visited by a user from storage of the server 30 or from an external server 30. The profile information of a place may include at least one of a location of a place, an open time of the place, and a service provided at the place. In addition, the server 30 may obtain history information of an action performed by the user in a place visited by the user from the storage of the server 30 or the electronic device 10. The history information may include at least one of a time when the user visits the place, the number of people, and service details used at the place.

In step S530, the server 30 may generate a learning model that recommends a place that provides a predetermined music service based on the user's interest position and the correlation between the interest music and the user's visited place.

For example, the server 30 may learn a correlation between information on a music of interest and information on a place visited by a user within a predetermined range based on the location of interest. In addition, the server 30 may learn a correlation between information on a plurality of places existing within a predetermined range based on the location of interest, and the music list and playback information of the music of interest. The server 30 may generate a learning model that recommends a place that provides a predetermined music service based on the learning result.

When the server 30 obtains the location of interest and the information of the music of interest, the server 30 may generate a learning model that determines at least one place related to the music of interest from among places within a predetermined range based on the location of interest. .

In step S540, the server 30 may obtain a list of at least one recommended place by applying the information of the user's first interest position and the first interest music to the learning model.

For example, the server 30 may obtain information on a first location of interest of a first user and a first music of interest from the first electronic device 10. The server 30 may apply the information of the first location of interest and the first music of interest to the learning model as input data of the learning model, and obtain a list of at least one recommended location from the learning model as output data.

FIG. 5B is a diagram illustrating a method of operating an electronic device for obtaining a list of recommended places based on a learning model for recommending places that provide a predetermined music service, according to an embodiment.

In step 560 of FIG. 5B, the electronic device 10 may obtain a learning model that recommends a place providing a predetermined music service from the server 30. For example, the electronic device 10 may download an installation file of an application providing a music service from the server 30 based on a predetermined location. The installation file of the application may have a built-in learning model that recommends a place that provides a predetermined music service. In addition, the electronic device 10 may receive the updated learning model while updating the application from the server 30.

In step S570, the electronic device 10 may collect the user's interest position, interest music, and information on the user's visited place.

For example, the information on the location of interest of the user may include information on a plurality of places existing within a predetermined range based on the location of interest. The information on a plurality of places may include at least one of a service provided at a place, a location of a place, a size, an opening time, and a review of a place.

Also, the electronic device 10 may obtain information on a music of interest of a user from a predetermined application installed in the electronic device 10. The information on the music of interest of the user may include a music list of the user and reproduction information of music played on the electronic device 10 of the user. The reproduction information may include information on at least one of the reproduced music, the genre of the reproduced music, the number of times reproduced, the reproduced date and time, and the reproduced place.

Also, the electronic device 10 may obtain profile information of a place visited by the user from the server 30. The profile information of a place may include at least one of a location of a place, an open time of the place, and a service provided at the place. In addition, the electronic device 10 may obtain history information of an action performed by the user in a place visited by the user. The history information may include at least one of a time when the user visits the place, the number of people, and service details used at the place.

In operation S580, the electronic device 10 may update a learning model that recommends a place that provides a predetermined music service based on the user's interest position and the correlation between the interest music and the user's visited place.

The electronic device 10 may learn a correlation between information on a music of interest and information on a place visited by a user within a predetermined range based on the location of interest. Also, the electronic device 10 may learn a correlation between information on a plurality of places existing within a predetermined range based on the location of interest, and the music list and playback information of the music of interest. The electronic device 10 may update a learning model that recommends a place that provides a predetermined music service based on the learning result.

In operation S590, the electronic device 10 may obtain a list of at least one recommended place by applying the information on the user's first interest position and the first music of interest to the learning model. The electronic device 10 may apply the information of the first location of interest and the first music of interest to the learning model as input data of the learning model, and obtain a list of at least one recommended location from the learning model as output data. .

FIG. 6 is a diagram for describing an operation of displaying information on a recommended place capable of providing a predetermined music service based on a user's interest location and music of interest in an electronic device, according to an exemplary embodiment.

Referring to the image 610 of FIG. 6, the electronic device 10 may display information 611 of at least one recommended place capable of providing a music service based on search information. Here, the search information may be information on a user's interest location and music of interest, and is not limited to the above example. The electronic device 10 may display an area within a predetermined radius on the map based on the location of interest, and display information 611 of at least one recommended place.

The electronic device 10 may allocate priority to the searched recommended places based on the search result, and display priority information 601, 602, 603, 604, 605 according to the assigned priority. have.

Referring to the image 620 of FIG. 6, the electronic device 10 may obtain a list of at least one recommended place that may provide a music service based on the search information, and display the list 621. .

The recommended places included in the list 621 may be listed according to the priority assigned to the searched recommended places. In addition, when the electronic device 10 touches the list 621 and receives an input falling downward, the electronic device 10 recommends the searched on the map, as shown in the image 610 of FIG. 6. Place information 611 can be displayed.

In addition, the list 621 may include profile information of a recommended place including the name of the searched recommended place, a service provided at the recommended place, an open time of the recommended place, review information, and the like.

In addition, a reservation button for reserving a service of a recommended location may be provided in the list 621. When an input for selecting a reservation button is received from the electronic device 10, the electronic device 10 may display an execution screen capable of making a reservation for a service of the selected recommended location.

FIG. 7 is a diagram illustrating an operation of a user making a reservation for a predetermined place and purchasing a coupon related to the predetermined place in an electronic device, according to an exemplary embodiment.

Referring to the image 710 of FIG. 7, the electronic device 10 may display a user interface through which a user can reserve a predetermined place. For example, in the image 620 of FIG. 6, the electronic device 10 may receive an input for selecting a reservation for a "AAA Beer" place. The electronic device 10 may display a user interface for making a reservation for a "AAA Beer" place.

As shown in the image 710 of FIG. 7, the electronic device 10 may display profile information 711 of a place "AAA Beer". Profile information 711 may be changed by the service provider of the "AAA Beer" venue. The profile information 711 may include event information in progress at the "AAA Beer" place.

In addition, the electronic device 10 provides a user interface for inputting reservation date information 712, reservation number information 713, reservation time information 714, and reservation table information 715 of the "AAA Beer" place. Can be displayed.

Referring to the image 720 of FIG. 7, the electronic device 10 may display a user interface for purchasing a discount coupon package related to the "AAA Beer" location. That is, the electronic device 10 may display a user interface for purchasing a coupon that can be used at a recommended place selected by the user. For example, the electronic device 10 may display one-day package product information at the "AAA Beer" place and weekend package product information at the "AAA Beer" place. When an input for selecting a purchase of a predetermined product is received from the electronic device 10, the electronic device 10 may display an execution screen for proceeding with the purchase of the predetermined product.

In addition, the electronic device 10 may display coupons that can be used in places that provide services similar to the selected recommended places other than the selected recommended places.

FIG. 8 is a diagram for explaining an operation of displaying a music list played at the visited place on a user's electronic device when a user visits a predetermined place, according to an exemplary embodiment.

The user can run an application that provides a music service in a predetermined place. The electronic device 10 may display music information played in a predetermined place.

As shown in the image 810 of FIG. 8, when the user visits the "AAA Beer" place and executes the application, the electronic device 10 may display music information played in the "AAA Beer" place. .

For example, the electronic device 10 may display information 811 of a song currently being played in the "AAA Beer" location. In addition, the electronic device 10 may display a music play list 812 to be played in the "AAA Beer" location. The user can check the songs to be played in the "AAA Beer" place through the music playlist 812, and can apply for the music desired by the user as an application song.

FIG. 9 is a diagram for explaining an operating method of an electronic device for recommending music related to a music list played in a predetermined place when a user visits a predetermined place, according to an exemplary embodiment.

In step S910 of FIG. 9, the electronic device 10 may obtain a music list played in a place visited by the user. The electronic device 10 may obtain information on at least one of music included in the music list, a genre of music, a composition for music, and a singer.

In step S920, the electronic device 10 may obtain a music list stored in the electronic device 10 of the user and music information on music played by the electronic device 10.

For example, the electronic device 10 may obtain a music list of a user stored in an application providing a music service and information on music played in the application based on a predetermined location. The music information may include information on at least one of the reproduced music, the frequency of the reproduced music, the genre of the reproduced music, the composition for the reproduced music, and the singer.

For example, the electronic device 10 connects an application providing a music service and an application installed on the electronic device 10 based on a predetermined location, and provides a user's music list and electronic device from the application installed on the electronic device 10. Information on music played in the application installed in (10) can be obtained.

In step S930, the electronic device 10 may obtain recommended music information by applying a music list of a place visited by the user and music information of the user to a learning model for recommending a predetermined music.

For example, the electronic device 10 may apply the music list of the place visited by the user, the music list of the music of interest of the user, and the information of the music of interest to the learning model as input data of a learning model for recommending a predetermined music, From the learning model, at least one recommended music matching a genre of a music list of a place visited by the user may be obtained as output data.

For example, if most of the music included in the music list played at a place visited by the user is a "ballad" genre, the electronic device 10 recommends the first ballad song played by the user a predetermined number of times or more during a predetermined period. Can be determined by That is, the electronic device 10 may determine recommended music that matches the main genre of a music list played in a place visited by the user, based on the music played by the electronic device 10 or the user's music list.

In step S940, the electronic device 10 may display recommended music information. The electronic device 10 may display a recommendation list including at least one recommended music.

10 is a diagram for describing an operation of an electronic device for recommending music related to a music list played in a predetermined place, according to an exemplary embodiment.

Referring to the image 1010 of FIG. 10, the electronic device 10 is played in a "AAA beer" place visited by a user based on the frequency of music played in the electronic device 10 and the genre of music played. At least one music matching the genre of the music list may be determined. The electronic device 10 may display recommendation information 1011 recommending at least one piece of music.

The electronic device 10 may display the recommendation information 1011 in the form of a message recommending one music. As shown in the image 1010 of FIG. 10, the electronic device 10 confirms that the "WWWW" song that the user likes is not in the current music playlist that is played in the "AAA Beer" place, and the "WWWW" song It is possible to display the recommended information 1011 recommending the additional application of. When an input for selecting "Yes" is received from the electronic device 10, the electronic device 10 may display an execution screen for requesting addition of the "WWWW" song to the music playlist played in the "AAA Beer" place. have.

Also, the electronic device 10 may provide the recommendation information 1011 in the form of a list including a plurality of recommended music.

11 is a diagram illustrating an operation of a user requesting a predetermined music in an electronic device, according to an exemplary embodiment.

Referring to the image 1110 of FIG. 11, the user may apply for a predetermined music from a place visited by the user to a music list played at the visited place. The electronic device 10 may display a user interface for requesting a predetermined music. As shown in the image 1110 of FIG. 11, the user can select the song "WWWW" of the singer "COE" as the requested song, and set the playback time for the requested song. In connection with setting the playback time, the electronic device 10 may display an option for playing the requested song as the next song and an option for setting a time. The user can select "Set Time" and set 7:20 PM as the playback time of the requested song.

Referring to the image 1120 of FIG. 11, the electronic device 10 may display a result of determining whether or not the user's requested song has been requested. For example, as shown in the image 1120 of FIG. 11, the electronic device 10 says, "The requested playback time is the playback time of other music. Please request a service to listen to the requested song at a desired time. OOO cache will be deducted" message (1121) can be displayed. In this case, the electronic device 10 may display an option for requesting a premium service provided at the visited place.

When an input for requesting a premium service is received from the electronic device 10, the electronic device 10 may apply for the requested song to a music list of a place visited by the user at a time set by the user. Referring to the image 1130 of FIG. 11, when the "WWWW" song is added to the music playlist played in the "AAA Beer" location, the electronic device 10 may display the updated music playlist. Referring to the image 810 of FIG. 8 and the image 1130 of FIG. 11, the electronic device 10 changes the "EEEE" song requested from the existing music playlist 812 to the "WWWW" song 1131. You can display the music play list.

12 is a diagram for describing an operation of an electronic device in which a cache is provided based on feedback information of a predetermined music requested by a user, according to an exemplary embodiment.

In an application that provides a music service based on a predetermined location, a cache that can be used by the application may be provided. Here, the cache may be paid by the user by cash payment or card payment. In addition, the cache may be paid as a reward for a user's predetermined behavior in the application.

For example, the user may apply for a predetermined music at a place visited by the user. While the predetermined music is being played, feedback information on the predetermined music may be obtained from a plurality of users. Feedback information may be received as a score from a plurality of users visiting the place. The user may receive a cache corresponding to the feedback score based on the feedback score. Specifically, a plurality of users may listen to music played in a visited place, and may input a feedback score for the music through an application. The server 30 may obtain feedback scores of a plurality of users for a predetermined music, and provide a cache corresponding to the feedback score to an account of a user who has requested the predetermined music.

That is, the electronic device 10 may receive a cache corresponding to the feedback information to the user's account, based on feedback information of a plurality of users for music requested by the user.

As illustrated in image 1210 of FIG. 12, the electronic device 10 may display information 1211 of a cache held by a user in an application. When the feedback score for the "WWWW" song requested by the user is 4.8, the electronic device 10 may receive a cache corresponding to the feedback score to the user's account. The electronic device 10 may display a message 1212 stating "The feedback score for the WWWW requested song is 4.8. 480 cache has been accumulated".

13 is a diagram illustrating an operation of the electronic device 10 for displaying advertisements related to a place visited by a user and supporting communication between visitors, according to an exemplary embodiment.

For example, the electronic device 10 may display an advertisement related to at least one recommended place based on the history of the user's visited place and information on the music of interest.

Referring to the image 1310 of FIG. 13, when the user visits the "AAA Beer" place and executes the application, the electronic device 10 provides information on the song currently played in the "AAA Beer" place and "AAA Beer". You can display a music playlist to be played in a place. In addition, the electronic device 10 may display an advertisement 1311 related to an event currently in progress or in progress at a place of “AAA Beer”. Here, the advertisement 1311 may be an advertisement registered with the server 30 by a service provider providing a service at a place of “AAA Beer”. That is, the electronic device 10 may display an advertisement targeting a user along with music information played in a predetermined place.

Also, the advertisement 1311 may be an advertisement for a place other than the “AAA Beer” place that the user currently visits. In this case, the electronic device 10 may display an advertisement customized to the user based on the history of the user's visited place and information on the music of interest.

For example, the application may support a messenger service that enables communication between users visiting a predetermined place. Referring to the image 1320 of FIG. 13, the electronic device 10 may display information on users who visit a predetermined place. The user's name and profile information may be displayed in the user's information. In addition, the electronic device 10 may display a list by configuring users who visit a predetermined place in a list form. In addition, the electronic device 10 may also display information on a friend who has a friend relationship with the user. The user may request a chat or meeting with a predetermined user. On the other hand, when the user wants to hide his or her information to visitors, he or she can perform the privacy setting through the application.

14 is a diagram for describing an operation between the electronic device 10, the server 30, and the management device 20, according to an embodiment.

Referring to FIG. 14, in step S1401, the management device 20 may request the server 30 to register at least one service including a music service. Here, the management device 20 is a device managed by a service provider that provides a music service based on a predetermined location. The service provider may be a device that controls a predetermined service to be provided to a user who has applied for a service by using the management device 20. The service provider may register a service provided by the service provider to the server 30 through the management device 20. For example, when a service provider operates a restaurant, the service provider may register a service related to a music service provided at the restaurant, a reservation service for a restaurant, a discount coupon usable at the restaurant, and a product sold at the restaurant.

In step S1402, the server 30 may register a service for a service provider providing a music service.

In step S1403, the electronic device 10 may execute an application that provides a music service based on a predetermined place.

In step S1404, the electronic device 10 may obtain search information including information on a user's interest position and music of interest of the electronic device 10.

In step S1405, the electronic device 10 may transmit search information to the server 30.

In step S1406, the server 30 may generate a list of at least one recommended place that can provide a music service based on the search information.

In step S1407, the server 30 may transmit the generated list to the electronic device 10.

In step S1408, the electronic device 10 may display a list. The electronic device 10 may receive an input for selecting a first recommended place in the list.

In step S1409, the electronic device 10 may display a user interface that enables a service provided at the first recommended place selected in the list to be used. For example, the user interface may include a user interface for requesting a reservation service for a first recommended place, a user interface for purchasing a product sold at a first recommended place, and a user who can purchase a discount coupon available at the first recommended place. It may be an interface or a user interface for requesting music to be played in the first recommended place.

In step S1410, the electronic device 10 may receive a user input requesting provision of a predetermined service through a user interface.

In step S1411, the electronic device 10 may request the server 30 to provide a predetermined service. In step S1412, the server 30 may request the management device 20 to provide a predetermined service. The electronic device 10 may directly request provision of a predetermined service from the management device 20.

In step S1421, the server 30 may generate a music list based on the music information played in the first place of the service provider and the music information of interest of the user visiting the first place.

In step S1422, the server 30 may transmit the music list to the management device 20. The management device 20 may play the music list received from the server 30 at the first place. In addition, the management device 20 may select only predetermined music in the music list received from the server 30 and play it in the first place.

Meanwhile, in FIG. 14, it has been described that the server 30 generates a list of recommended places that can provide a music service based on the search information obtained from the electronic device 10, but the electronic device ( 10) On the basis of the search information, an operation of generating a list of recommended places capable of providing a music service may be performed.

15 is a block diagram illustrating a configuration of an electronic device according to an embodiment.

The electronic device 10 illustrated in FIG. 15 may include a communication device 1510, a user interface device 1520, a memory 1530, and a processor 1540. However, not all of the illustrated components are essential components. The electronic device 10 may be implemented by more constituent elements than the illustrated constituent elements, and the electronic device 10 may be implemented by fewer constituent elements.

The electronic device 10 illustrated in FIG. 15 may correspond to the electronic device 10 described in FIGS. 1 to 14.

The communication device 1510 may communicate with an external device. Specifically, the communication device 1510 may be connected to a network by wire or wirelessly to perform communication with an external device. Here, the external device may be an electronic device including a desktop computer, a smart phone, a tablet, a PC, or an external server. The communication device 1510 may include a communication module supporting one of various wired and wireless communication methods. For example, the communication module may be in the form of a chipset, or may be a sticker/barcode (e.g. a sticker including an NFC tag) including information necessary for communication. In addition, the communication module may be a short-range communication module or a wired communication module.

For example, the communication device 1510 is a wireless LAN, Wi-Fi (Wireless Fidelity), WFD (Wi-Fi Direct), Bluetooth, BLE (Bluetooth Low Energy), Wired Lan, NFC ( Near Field Communication), Zigbee infrared (IrDA, infrared Data Association), 3G, 4G, and at least one of 5G may be supported.

The user interface device 1520 may refer to a device that receives data from a user to control the electronic device 10.

The processor 1540 may control the user interface device 1520 to generate and output a user interface screen for receiving a predetermined command or data from a user. The user interface device 1520 displays information such as an input device for receiving an input for controlling an operation of the electronic device 10 and a result of the operation of the electronic device 10 or a state of the electronic device 10 It may include an output device for. For example, the user interface device 1520 may include an operation panel for receiving a user input, a display panel for displaying a screen, and the like.

Specifically, the input device may include devices capable of receiving various types of user input, such as a touch screen, a camera, or a microphone. In addition, the output device may include, for example, a display panel or a speaker. However, the present invention is not limited thereto, and the user interface device 1520 may include a device supporting various input/output.

The memory 1530 may store software or programs. When search information including information on a location of interest and music of interest of the user is obtained, the memory 1530 provides a list of recommending places related to the genre of the music of interest, and provides a service for the first recommended place selected in the list. At least one program that guides the application can be stored. At least one program stored in the memory 1530 may be classified into a plurality of modules according to functions.

The processor 1540 may execute a program stored in the memory 1530, read data or a file stored in the memory 1530, or store a new file in the memory 1530. The processor 1540 may execute instructions stored in the memory 1530.

The processor 1540 may execute an application that provides a music service in the electronic device 10 based on a predetermined location.

The processor 1540 may obtain search information including information on a user's interest position and music of interest of the electronic device 10.

For example, the processor 1540 may obtain information on a location of interest of a user from a real-time location received through GPS in the electronic device 10. Also, the processor 1540 may determine a location set by a user's input in the application as the location of interest, and obtain information on the location of interest.

For example, the processor 1540 may obtain information on a music of interest of a user based on at least one music list stored in the electronic device 10 or the application.

The processor 1540 may obtain a list of at least one recommended place that may provide a music service based on the search information.

For example, the processor 1540 may determine at least one recommended place that provides music for a genre based on a location of interest and a genre of music included in the music of interest. The processor 1540 may obtain a list including information on a service provided at at least one recommended place, and display the list through the user interface device 1520.

For example, the processor 1540 applies the information on the location of interest and the music of interest to a learning model that recommends a place that provides a predetermined music service, and provides at least one You can decide on a recommended place.

Here, the learning model for recommending a place that provides a predetermined music service may be learned based on a correlation between a location of interest of a plurality of users and a place visited by a plurality of users through an artificial neural network. In addition, in the case where the amount of data for the user is accumulated by a predetermined amount or more, the learning model may be retrained by putting a weight on the data for the user rather than the data for other users. As a result of retraining, the learning model can be updated.

For example, the processor 1540 may collect information on a location of interest of the user, music of interest, and a place visited by the user. The information on the user's location of interest may include information on a plurality of places existing within a predetermined range based on the location of interest. The information on a plurality of places may include at least one of a service provided at a place, a location of a place, a size, an opening time, and a review of a place. Also, the processor 1540 may obtain information on a music of interest of a user from a predetermined application installed in the electronic device 10. The information on the music of interest of the user may include a music list of the user and reproduction information of music played on the electronic device 10 of the user. The reproduction information may include information on at least one of the reproduced music, the genre of the reproduced music, the number of times reproduced, the reproduced date and time, and the reproduced place. Also, the processor 1540 may obtain profile information of a place visited by the user from the server. The profile information of a place may include at least one of a location of a place, an open time of the place, and a service provided at the place. In addition, the processor 1540 may obtain history information of an action performed by the user in a place visited by the user. The history information may include at least one of a time when the user visits the place, the number of people, and service details used at the place.

The processor 1540 may newly create a learning model that recommends a place that provides a predetermined music service or update an existing learning model based on the correlation between the user's interest location and the music of interest and the place visited by the user. have.

The processor 1540 may learn a correlation between information on a music of interest and information on a place visited by a user within a predetermined range based on the location of interest. Also, the processor 1540 may learn a correlation between information on a plurality of places existing within a predetermined range based on the location of interest, and the music list and playback information of the music of interest. The processor 1540 may update a learning model that recommends a place that provides a predetermined music service based on the learning result.

The processor 1540 may obtain a list of at least one recommended place by applying the information on the user's first interest position and the first music of interest to the learning model. The processor 1540 may apply the information of the first location of interest and the first music of interest to the learning model as input data of the learning model, and obtain a list of at least one recommended location from the learning model as output data.

The processor 1540 may display, through the user interface device 1520, a user interface that enables the use of a service provided at the first recommended place selected in the list.

For example, the user interface device 1520 may receive an input for selecting a first recommended place in the list. The user interface device 1520 may display a user interface for receiving an input for reservation of a first recommended place and requesting music to be played at the first recommended place.

The processor 1540 may receive a user input requesting a predetermined service through a user interface. The communication device may request a predetermined service corresponding to a user input to the first management device that manages the provision of the service at the first recommended location.

For example, when an application is executed at a first recommended place, the processor 1540 may display a first music list including first music information and first music information played at the first recommended place by the user interface device 1520. Can be displayed through. The processor 1540 may receive an input for requesting a first music of interest from a user through a user interface displayed on the user interface device 1520. The communication device 1510 may request the first management device to add the first music of interest to the first music list.

In addition, the processor 1540 may select at least one music matched with the genre of the first music list played at the first recommended location, based on the frequency of music played by the electronic device 10 and the genre of the music played. You can decide. The processor 1540 may display recommendation information for recommending at least one music through the user interface device 1520. The user interface device 1520 may receive an input for selecting a first music from among at least one music. The communication device 1510 may request the first management device to add the first music to the first music list.

For example, the processor 1540 may learn a correlation between music information played in a place visited by the user and music of interest of the user. The processor 1540 may generate a learning model that recommends predetermined music at a place visited by the user based on the learning result. The processor 1540 may apply the music list of a place visited by the user to the learning model as input data of the learning model, and obtain predetermined music recommended from the learning model as output data.

Also, the processor 1540 may receive a cache that can be used in an application to the user's account based on feedback information obtained from a plurality of users while the first music of interest is being played at the first recommended location.

Also, the processor 1540 may display an advertisement related to at least one recommended place through the user interface device 1520 based on the history of the user's visited place and information on the music of interest.

16 is a block diagram showing the configuration of a server according to an embodiment.

The server 30 illustrated in FIG. 16 may include a communication device 1610, a storage 1620, a memory 1630, and a processor 1640. However, not all of the illustrated components are essential components. The server 30 can be implemented by more components than the illustrated components, and the server 30 can be implemented by fewer components. Hereinafter, the above components will be described. The server 30 illustrated in FIG. 16 may correspond to the server 30 described in FIGS. 1 to 15.

The communication device 1610 may communicate with an external device. Specifically, the communication device 1610 may be connected to a network by wire or wirelessly to perform communication with an external device. Here, the external device may be an electronic device including a desktop computer, a smart phone, a tablet, and a PC, or an external server 30. The communication device 1610 may include a communication module supporting one of various wired and wireless communication methods. For example, the communication module may be in the form of a chipset, or may be a sticker/barcode (e.g. a sticker including an NFC tag) including information necessary for communication. In addition, the communication module may be a short-range communication module or a wired communication module.

For example, the communication device 1610 is a wireless LAN (Wireless LAN), Wi-Fi (Wireless Fidelity), WFD (Wi-Fi Direct), Bluetooth (Bluetooth), BLE (Bluetooth Low Energy), Wired Lan, NFC ( Near Field Communication), Zigbee infrared (IrDA, infrared Data Association), 3G, 4G, and at least one of 5G may be supported.

The storage 1620 may store information on a service provider providing a music service based on a predetermined location. The information of the service provider may include profile information of the service provider, service information provided by the service provider, and the like. The storage 1620 may store information of a user subscribed to the application. The user's information may include profile information of the user, information of a location of interest of the user, information of music of interest of the user, and information of a place visited by the user. In addition, the storage 1620 may store programs executed in the server 30, applications, and various data used on the platform.

The memory 1630 may store software or programs. The memory 1630 may store at least one program for recommending a location providing a music service based on a user's location of interest and a music of interest. Also, the memory 1630 may store at least one program for providing a music service and a service of a predetermined location to a user based on a predetermined location. Also, the memory 1630 may store at least one program for recommending a music list based on music information played in a predetermined place of a service provider and music information of interest of a user visiting a predetermined place. In addition, the memory 1630 may store at least one program for a service provider to provide a music service and a service of a predetermined location to a predetermined user based on a predetermined location. At least one program stored in the memory 1630 may be classified into a plurality of modules according to functions.

The processor 1640 may execute a program stored in the memory 1630, read data or files stored in the memory 1630, or store a new file in the memory 1630. The processor 1640 may execute instructions stored in the memory 1630.

The communication device 1610 may receive information on at least one service including a music service provided by a service provider from the management device. The processor 1640 may register information on at least one service including a music service for a service provider. For example, the processor 1640 may register profile information of a service provider and service information provided by the service provider.

The processor 1640 may acquire information on a location of interest and music of interest of a plurality of users through an application. The processor 1640 may acquire information on a plurality of places existing within a predetermined range based on the location of interest. Here, the information on the plurality of places may include at least one of a service provided at the place, a location of the place, a size, an opening time, and a review of the place. Also, the processor 1640 may acquire music lists of a plurality of users and reproduction information of music through an application. The reproduction information may include information on at least one of the reproduced music, the genre of the reproduced music, the number of times reproduced, the reproduced date and time, and the reproduced place.

Also, the processor 1640 may acquire a place related to a place visited by a plurality of users. The processor 1640 may obtain profile information of a place visited by the user from the storage 1620 of the server 30 or an external device. The profile information of a place may include at least one of a location of a place, an open time of the place, and a service provided at the place. Also, the processor 1640 may obtain history information of an action performed by the user in a place visited by the user from the storage 1620 or the electronic device. The history information may include at least one of a time when the user visits the place, the number of people, and service details used at the place.

The processor 1640 may generate a learning model that recommends a place that provides a predetermined music service based on a user's interest location and a correlation between the music of interest and the place visited by the user.

For example, the processor 1640 may learn a correlation between information on a music of interest and information on a place visited by a user within a predetermined range based on the location of interest. Also, the processor 1640 may learn a correlation between information on a plurality of places existing within a predetermined range based on the location of interest, and the music list and playback information of the music of interest. The processor 1640 may generate a learning model that recommends a place that provides a predetermined music service based on the learning result.

When the information on the location of interest and the music of interest is obtained, the processor 1640 may generate a learning model for determining at least one place related to the music of interest from among places within a predetermined range based on the location of interest. .

The processor 1640 may obtain a list of at least one recommended place by applying the information of the user's first interest position and the first interest music to the learning model.

For example, the processor 1640 may obtain information on a first location of interest of a first user and a first music of interest from the first electronic device. The processor 1640 may apply the information of the first location of interest and the first music of interest to the learning model as input data of the learning model, and obtain a list of at least one recommended location from the learning model as output data.

Also, the processor 1640 may generate a music list based on music information played in the first place of the service provider and music information of interest of a user visiting the first place. The communication device 1610 may transmit a music list to the management device.

For example, the processor 1640 may learn a correlation between music information played at a location of a service provider and music of interest of a user visiting a location of the service provider. The processor 1640 may generate a learning model that recommends a predetermined music based on the learning result. The processor 1640 may apply information on the music of interest of the user visiting the service provider's place as input data of the learning model to the learning model, and obtain a music list recommending at least one music from the learning model as output data. I can.

The electronic device 10, the management device 20, and the server 30 described above may be implemented as a hardware component, a software component, and/or a combination of a hardware component and a software component. For example, the devices and components described in the embodiments are, for example, a processor, a controller, an arithmetic logic unit (ALU), a digital signal processor, a microcomputer, a field programmable gate array (FPGA). , A programmable logic unit (PLU), a microprocessor, or any other device capable of executing and responding to instructions, such as one or more general purpose computers or special purpose computers. The processing device may execute an operating system (OS) and one or more software applications executed on the operating system. Further, the processing device may access, store, manipulate, process, and generate data in response to the execution of software. For the convenience of understanding, although it is sometimes described that one processing device is used, one of ordinary skill in the art, the processing device is a plurality of processing elements and/or a plurality of types of processing elements. It can be seen that it may include. For example, the processing device may include a plurality of processors or one processor and one controller. In addition, other processing configurations are possible, such as a parallel processor.

The software may include a computer program, code, instructions, or a combination of one or more of these, configuring the processing unit to behave as desired or processed independently or collectively. You can command the device. Software and/or data may be interpreted by a processing device or, to provide instructions or data to a processing device, of any type of machine, component, physical device, virtual equipment, computer storage medium or device. , Or may be permanently or temporarily embodyed in a transmitted signal wave. The software may be distributed over networked computer systems and stored or executed in a distributed manner. Software and data may be stored on one or more computer-readable recording media.

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 in a computer-readable recording medium. The computer-readable recording medium may include program instructions, data files, data structures, and the like alone or in combination. The program instructions 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. -A hardware device 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 not only machine language codes such as those produced by a compiler, but also high-level language codes that can be executed by a computer using an interpreter or the like. The hardware device described above may be configured to operate as one or more software modules to perform the operation of the embodiment, and vice versa.

As described above, although the embodiments have been described by the limited embodiments and drawings, various modifications and variations are possible from the above description to those of ordinary skill in the art. For example, the described techniques are performed in a different order from the described method, and/or components such as systems, structures, devices, circuits, etc. described are combined or combined in a form different from the described method, or other components Alternatively, even if substituted or substituted by an equivalent, an appropriate result can be achieved.

Therefore, other implementations, other embodiments, and equivalents to the claims also fall within the scope of the following claims.

Claims (15)

Executing an application that provides a music service based on a predetermined location in the electronic device;
Acquiring search information including information on a location of interest and music of interest of the user of the electronic device;
Obtaining a list of at least one recommended place that can provide the music service based on the search information;
Displaying a user interface that enables a service provided at a first recommended place selected from the list to be used; And
And requesting a predetermined service corresponding to a user input received through the user interface to a first management device that manages provision of a service to the first recommended place. The method of claim 1,
Obtaining the search information,
Obtaining information on a location of interest including a real-time location received through GPS in the electronic device or a location set by the user's input; And
And acquiring information on the music of interest based on at least one music list stored in the electronic device or the application and reproduction information of the at least one music. The method of claim 1,
Based on the search information, obtaining a list of at least one recommended place capable of providing the music service,
Determining at least one recommended place for providing music for the genre based on the location of interest and the genre of music included in the music of interest; And
And acquiring the list including information on a service provided at the at least one recommended place. The method of claim 1,
Displaying a user interface for enabling a service provided at a first recommended place selected from the list to be used,
Receiving an input for selecting a first recommended place in the list; And
And displaying a user interface for receiving an input requesting reservation of the first recommended place or requesting music to be played at the first recommended place. The method of claim 1,
When the application is executed at the first recommended place, displaying a first music list including first music information played at the first recommended place and the first music information, operation of the electronic device Way. The method of claim 5,
Receiving an input for requesting the first music of interest of the user through the user interface; And
And requesting the first management device to add the first music of interest to the first music list. The method of claim 5,
Recommending at least one music matched with a genre of the first music list played at the first recommended location, based on a frequency number of music played on the electronic device and a genre of the played music; And
Further comprising requesting, by the first management device, to add selected music from among the at least one music to the first music list. The method of claim 6,
The electronic device further comprising receiving a cache available in the application to the user's account based on feedback information obtained from a plurality of users while the first music of interest is being played at the first recommended place Method of operation. The method of claim 1,
And displaying an advertisement related to the at least one recommended place based on the history of the user's visited place and the information of the music of interest. The method of claim 3,
The step of determining at least one recommended place for providing music for the genre based on the location of interest and the genre of music included in the music of interest,
Determining at least one recommended place for providing music for a genre of music included in the music of interest by applying the location of interest and the information of the music of interest to a learning model for recommending a place providing a predetermined music service Including a method of operating an electronic device. The method of claim 10,
The learning model for recommending a place that provides the predetermined music service is learned based on a correlation between a location of interest and a music of interest of a plurality of users and a place visited by the plurality of users through an artificial neural network. How it works. Executing an application that provides a music service based on a predetermined location in the electronic device;
Acquiring search information including information on a location of interest of a user of the electronic device and music of interest of the user;
Obtaining a list of at least one recommended place that can provide the music service based on the search information;
Displaying a user interface that enables a service provided at a first recommended place selected from the list to be used; And
A method of operating an electronic device, including the step of requesting a predetermined service corresponding to a user input received through the user interface, to a first management device that manages the provision of the service at the first recommended place, in combination with the electronic device The application stored on the medium to make. A communication interface for communicating with a management device for managing provision of a music service and an electronic device for requesting provision of a music service;
storage;
Processor; And
Includes a memory for storing instructions executable by the processor,
The processor, by executing the instructions,
Registering at least one service including a music service from a plurality of management devices,
Obtaining search information including information on a location of interest of the first user and music of interest of the first user from the first electronic device,
Obtaining a list of at least one recommended place that can provide the music service based on the search information, and transmitting the list to the first electronic device,
Receiving a first service provision request for a first recommended place selected from the list from the first electronic device,
The server for transmitting the first service provision request to the first management device of the first recommended place. The method of claim 13,
The processor, by executing the instructions,
By applying the information on the location of interest of the first user and the music of interest of the first user to a learning model that recommends a place providing a predetermined music service, music for the genre of music included in the music of interest of the first user Determine at least one recommended place to provide,
A server for obtaining the list including information on services provided at the at least one recommended place. The method of claim 13,
The processor, by executing the instructions,
Obtaining a music list based on a predetermined mood, based on music information played in the first place and music information of interest of a user visiting the first place,
The server for transmitting the music list to the management device of the first place.

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