KR102673148B1 - Electronic apparatus and method for providing celebrity event, and program stored in computer readable medium performing the same - Google Patents

Abstract

An electronic device and method for providing a celebrity event, and a program stored in a computer-readable recording medium to perform the same, are provided. The electronic device for providing a celebrity event receives a request for opening a support activity, sets a deadline by considering the anniversary of the target celebrity included in the request for opening a support activity, and provides information on the type of support activity included in the request for opening a support activity. Use this to check whether support activities with the same anniversary and type of support activity are opened, and if support activities with the same type of anniversary and support activity are opened, send an inquiry about whether to integrate the support activities, and type of anniversary and support activity. If the same support activity is not established, the first support activity is opened.

Description

Electronic devices and methods for providing celebrity events, and programs stored on a computer-readable recording medium to perform the same {ELECTRONIC APPARATUS AND METHOD FOR PROVIDING CELEBRITY EVENT, AND PROGRAM STORED IN COMPUTER READABLE MEDIUM PERFORMING THE SAME}

The present invention relates to an electronic device for providing a celebrity event, and more specifically, to an electronic device and method for providing a celebrity event that can carry out support activities in accordance with the celebrity's anniversary, and a device stored in a computer-readable recording medium to perform the same. It is related to the program.

Amid the craze of Korean dramas and friendly competition between numerous artists striving to the top of the Korean music industry, competition for fans' affection for artists (celebrities) is becoming more diverse and bold as time passes.

As most fans are in their teens and twenties, the need for solutions that can reduce personal burden and continue fandom activities together is increasing.

One technical problem to be solved by the present invention is to provide an electronic device and method for providing a celebrity event that can carry out support activities in accordance with the celebrity's anniversary, and a program stored in a computer-readable recording medium to perform the same.

Another technical problem to be solved by the present invention is an electronic device and method for providing a celebrity event that can prevent duplicate opening of support activities with the same type of support activity as the anniversary of the support activity, and a computer-readable record for performing the same. It provides programs stored on media.

Another technical problem to be solved by the present invention is an electronic device and method for providing a celebrity event that proposes recommended support activities in consideration of support activities that have succeeded in achieving the target, and a program stored in a computer-readable recording medium to perform the same. It is provided.

The technical problems to be solved by the present invention are not limited to those described above.

An electronic device for providing celebrity events according to an embodiment of the present invention includes one or more processors; and one or more memories storing instructions that, when executed by the one or more processors, cause the one or more processors to perform an operation, wherein the one or more processors receive a support activity establishment request, and the support activity establishment request is received. Set a deadline by considering the anniversary of the target celebrity, and use information on the type of support activity included in the support activity opening request to check whether a support activity with the same anniversary and type of support activity is opened, If a support activity with the same anniversary and type of support activity is opened, an inquiry is sent whether support activities are integrated. If no support activity is opened with the same anniversary and type of support activity, a request is made to open the support activity. The first support activity can be established according to .

In one embodiment, the one or more processors extract a recommended support activity that changes the type of support activity included in the first support activity using the profile information of the target celebrity, and request approval for the recommended support activity. Upon receipt of the approval request, a second support activity that modifies the first support activity may be opened.

In one embodiment, the one or more processors extract first activity location information of the first support activity and extract second activity location information of a plurality of support activities that succeeded in achieving the goal, and the first activity location A recommended support activity is calculated by calculating a plurality of distance differences using information and the plurality of second activity location information, and changing the location of the first support activity to the activity position with the smallest distance difference using the plurality of distance differences. Forms, receives an approval request for the recommended support activity, and may open a third support activity that modifies the first support activity according to receipt of the approval request.

In one embodiment, the one or more processors may, if the first support activity reaches a target value before a set deadline, perform a fourth support activity within a preset distance from the target area of the first support activity and the same anniversary as the target celebrity. Check whether the fourth support activity has been opened, inquire about integration into the first support activity with the user terminal that requested the opening of the fourth support activity, receive a request for integration into the first support activity, and receive the approval request for the approval. Depending on reception, the fourth support activity may be integrated into the first support activity.

In one embodiment, the one or more processors may determine whether a fifth support activity with the same target celebrity and the same anniversary as the first support activity is established if the first support activity does not reach a preset target value before a preset threshold date from the set deadline. Confirm, compare the target achievement rates of the first and fifth support activities, select a support activity with a relatively low target value, and send the first support activity to the user terminal that requested the establishment of the support activity selected among the first and fifth support activities. and inquiring whether to integrate into the unselected support activity among the fifth support activities, receiving a request for approval for integration into the selected support activity, and, upon receipt of the approval request, transferring the selected support activity to the unselected support activity. can be integrated into.

One or more processors according to an embodiment of the present invention; and one or more memories storing instructions that cause the one or more processors to perform operations when executed by the one or more processors. A method for providing a celebrity event using an electronic device for providing a celebrity event includes: , receiving a request for opening a support activity; setting a deadline, by the one or more processors, in consideration of the anniversary of the target celebrity included in the support activity establishment request; Confirming, by the one or more processors, whether a support activity having the same type of support activity as the anniversary date is opened using information on the type of support activity included in the request for opening a support activity; transmitting, by the one or more processors, an inquiry as to whether to integrate support activities when support activities with the same anniversary and type of support activity are opened; and, by the one or more processors, opening a first support activity according to the support activity opening request when no support activity with the same anniversary and type of support activity has been opened.

One or more processors according to an embodiment of the present invention; And a computer program stored on a computer-readable recording medium so that it can be executed by a computer including one or more memories storing instructions that cause the one or more processors to perform an operation when executed by the one or more processors, receiving, by the one or more processors, a support activity establishment request; setting a deadline, by the one or more processors, in consideration of the anniversary of the target celebrity included in the support activity establishment request; Confirming, by the one or more processors, whether a support activity having the same type of support activity as the anniversary date is opened using information on the type of support activity included in the request for opening a support activity; transmitting, by the one or more processors, an inquiry as to whether to integrate support activities when support activities with the same anniversary and type of support activity are opened; and, by the one or more processors, opening a first support activity according to the support activity opening request when no support activity with the same anniversary and type of support activity has been opened.

An electronic device and method for providing a celebrity event according to an embodiment of the present invention, and a program stored in a computer-readable recording medium to perform the same, open support activities according to the anniversary of the celebrity desired by the user and support activities after the anniversary. This can be prevented from ending.

In addition, an electronic device and method for providing a celebrity event according to an embodiment of the present invention, and a program stored in a computer-readable recording medium to perform the same, provide duplicate opening of support activities with the same anniversary and type of support activity. can be prevented to increase the likelihood of achieving the target of support activities.

In addition, an electronic device and method for providing a celebrity event according to an embodiment of the present invention, and a program stored in a computer-readable recording medium to perform the same, propose recommended support activities in consideration of support activities that have succeeded in achieving the target value. It can increase the likelihood of achieving the target of support activities.

Figure 1 is an exemplary diagram showing the configuration of a system for providing celebrity events according to an embodiment of the present invention.
Figure 2 is an exemplary diagram showing the configuration of a server according to an embodiment of the present invention.
Figure 3 is a diagram for explaining learning of a neural network according to an embodiment of the present invention.
Figure 4 is an exemplary diagram showing the menu configuration of an application for implementing a method for providing celebrity events according to an embodiment of the present invention.
Figure 5 is an exemplary diagram showing the configuration of the main page according to an embodiment of the present invention.
6 to 10 are exemplary diagrams for explaining a method of providing a celebrity event according to an embodiment of the present invention.
Figure 11 is a flowchart showing the procedure of a method for providing a celebrity event according to an embodiment of the present invention.

Hereinafter, preferred embodiments of the present invention will be described in detail with reference to the attached drawings. However, the technical idea of the present invention is not limited to the embodiments described herein and may be embodied in other forms. Rather, the embodiments introduced herein are provided so that the disclosed content will be thorough and complete and so that the spirit of the present invention can be sufficiently conveyed to those skilled in the art.

In this specification, when an element is referred to as being on another element, it means that it may be formed directly on the other element or that a third element may be interposed between them.

Additionally, in various embodiments of the present specification, terms such as first, second, and third are used to describe various components, but these components should not be limited by these terms. These terms are merely used to distinguish one component from another. Accordingly, what is referred to as a first component in one embodiment may be referred to as a second component in another embodiment. Each embodiment described and illustrated herein also includes its complementary embodiment. Additionally, in this specification, 'and/or' is used to mean including at least one of the components listed before and after.

In the specification, singular expressions include plural expressions unless the context clearly dictates otherwise. In addition, terms such as "include" or "have" are intended to designate the presence of features, numbers, steps, components, or a combination thereof described in the specification, but are not intended to indicate the presence of one or more other features, numbers, steps, or components. It should not be understood as excluding the possibility of the presence or addition of elements or combinations thereof.

Additionally, in this specification, “connection” is used to mean both indirectly connecting and directly connecting a plurality of components. Additionally, “connection” is a concept that includes not only physical connections but also electrical connections.

In addition, in the following description of the present invention, if a detailed description of a related known function or configuration is judged to unnecessarily obscure the gist of the present invention, the detailed description will be omitted.

Figure 1 is an exemplary diagram showing the configuration of a system for providing celebrity events according to an embodiment of the present invention.

As shown in FIG. 1, the system 100 for providing celebrity events may include a plurality of user terminals 110-1, ??, 110-n, a server 120, and a database 130. . According to one embodiment, the database 130 is shown as being configured separately from the server 120, but the present invention is not limited thereto, and the database 130 may be provided within the server 120. According to one embodiment, a plurality of user terminals 110-1,??, 110-n, the server 120, and the database 130 may be connected to communicate with each other through the network N.

A plurality of user terminals (110-1, ??, 110-n) may form a support activity establishment request. According to one embodiment, each of the plurality of user terminals 110-1, ??, 110-n receives user requests for the target celebrity of the support activity, type information of the support activity, activity location information of the support activity, etc., and provides support. You can form a request to open an activity.

The server 120 may receive support activity establishment requests from multiple user terminals. According to one embodiment, the server 120 sends a support activity opening request from one user terminal (for example, 110-1) among the plurality of user terminals 110-1, ??, 110-n to the network ( It can be received through N).

The server 120 may set the deadline by considering the anniversary of the target celebrity included in the received support activity establishment request. According to one embodiment, if the target celebrity's anniversary (e.g., birthday) is December 25, the server 120 adds a preset date (e.g., 30 days) from the support activity establishment request date to the first deadline. , and the deadline can be set so that the first deadline is greater than a preset threshold (for example, 7 days) from the target celebrity's anniversary. That is, when opening a support activity, the server 120 sets a deadline so that sufficient views can be generated, but when the support activity is successful, the server 120 may set the deadline so that a sufficient preparation period for the support activity can be secured.

The server 120 can use the information on the type of support activity included in the request for opening a support activity to check whether a support activity with the same type of anniversary and support activity has been opened. According to one embodiment, the server 120 uses information on the type of support activity included in the support activity creation request to indicate the anniversary (e.g., birthday, debut date, etc.) and the type of support activity (e.g., advertisement You can check whether support activities with the same level of activity (activities, donation activities, etc.) are opened.

The server 120 may transmit an inquiry as to whether to integrate support activities when support activities with the same type of anniversary and support activities are opened. According to one embodiment, when a support activity with the same type of anniversary and support activity is opened, the server 120 transmits an inquiry as to whether to integrate the support activity to the user terminal 110-1 that received the request for opening the support activity. can do. In other words, when a support activity opening request for the same support activity of the same celebrity is received from each of the multiple user terminals 110-1,??, 110-n, the server 120 integrates them to open one support activity. It can be induced.

The server 120 may open a first support activity according to the request for opening a support activity if no support activity with the same type of anniversary and support activity has been opened. According to one embodiment, the server 120 opens the first support activity according to the support activity creation request received from the user terminal 110-1 when there is no support activity with the same anniversary and type of support activity. Thus, it is possible to search for support activities from multiple user terminals (110-1, ??, 110-n) and participate in support activities.

The server 120 may use the profile information of the target celebrity to extract a recommended support activity that changes the type of support activity included in the first support activity. According to one embodiment, the server 120 uses the profile information of the target celebrity to determine the daily population flow and flow when the same type of support activity (for example, Hongik University Station Exit 2 advertisement) is opened for the same celebrity. Considering information such as population gender and age group, recommended support activities (for example, Hongik University Station Exit 4 advertisement) that have the highest similarity but have changed the type of support activity for which no support activity has yet been established can be extracted. For example, the server 120 may extract recommended support activities using a machine learning algorithm.

The server 120 may receive a request for approval for a recommended support activity. According to one embodiment, the server 120 transmits information about the extracted recommended support activity to the user terminal 110-1, which has received a request for opening a support activity for the first support activity, and approves the recommended support activity. Requests can be received.

The server 120 may open a second support activity that modifies the first support activity upon receipt of an approval request. According to one embodiment, the server 120, when an approval request for the first support activity is received through the network (N) from the user terminal 110-1 that has received a request for opening a support activity for the first support activity, You can open a second support activity by modifying the support activity from Hongik University Station Exit 2 advertisement to Hongik University Station Exit 4 advertisement.

The server 120 may extract first activity location information of the first support activity. According to one embodiment, the server 120 may extract first activity location information where the first support activity will be performed by using a support activity establishment request for the first support activity. For example, if the first support activity includes advertising activity at Hongik University Station Exit 2, the server 120 may extract the first activity location information as the latitude and longitude of Hongik University Station Exit 2.

The server 120 may extract a plurality of second activity location information of support activities that succeeded in achieving the target. According to one embodiment, the server 120 may extract a plurality of second activity location information of support activities that succeeded in achieving the target among existing support activities. For example, the server 120 provides the latitude and longitude of Gangnam-gu exit 2 and the latitude and longitude of Yeonnam-dong Gyeongui Line forest path when support activities that were previously successful in achieving the target were carried out at Gangnam Station Exit 2, Yeonnam-dong Gyeongui Line Forest Path, etc. 2 Can be extracted as activity location information.

The server 120 may calculate a plurality of distance differences using the first activity location information and the second plurality of activity location information. According to one embodiment, the server 120 stores the latitude and longitude of Exit 2 of Hongik University Station, which is first activity location information, the latitude and longitude of Exit 2 of Gangnam Station, which is a plurality of second activity location information, and the latitude and longitude of Gyeongui Line Forest Trail in Yeonnam-dong. The distance difference from each can be calculated. For example, the server 120 can calculate the distance difference between Exit 2 of Hongik University Station and Exit 2 of Gangnam Station as 12 km, and the distance difference between Exit 2 of Hongik University Station and Gyeongui Line Forest Road in Yeonnam-dong as 1 km.

The server 120 may use a plurality of distance differences to form a recommended support activity in which the location of the first support activity is changed to the activity location with the smallest distance difference. According to one embodiment, the server 120 changes the activity location of the first support activity from Exit 2 of Hongik University Station to the Gyeongui Line Forest Path in Yeonnam-dong because the distance difference between Exit 2 of Hongik University Station and the Gyeongui Line Forest Path in Yeonnam-dong is the smallest. can be formed.

The server 120 may receive an approval request for the established recommended support activity. According to one embodiment, the server 120 transmits information about the recommended support activity formed to the user terminal 110-1 that has received a request for opening a support activity for the first support activity to request approval for the recommended support activity. can receive.

The server 120 may open a third support activity that modifies the first support activity upon receipt of an approval request. According to one embodiment, the server 120, when an approval request for the first support activity is received through the network (N) from the user terminal 110-1 that has received a request for opening a support activity for the first support activity, A third support activity can be opened by modifying the support activity from the advertisement at Exit 2 of Hongik University Station to the Gyeongui Line Forest Path in Yeonnam-dong. In this way, the server 120 can help increase the likelihood of success in support activities by providing a function to recommend places where support activities have previously been successful.

If the first support activity reaches the target value before the set deadline, the server 120 may check whether a fourth support activity with the same target celebrity and anniversary is opened within a preset distance from the target area of the first support activity. According to one embodiment, the server 120 is configured to set a preset distance (e.g., Exit 2 of Hongik University Station) of the first support activity when the first support activity reaches the target value before the set deadline. , 1km, 3km, 5km, etc.), you can check whether a fourth support activity with the same target celebrity and anniversary is opened.

The server 120 may inquire about whether to integrate the fourth support activity into the first support activity with the user terminal that requested the establishment of the fourth support activity. According to one embodiment, the server 120 may inquire about whether to integrate the fourth support activity into the first support activity from the user terminal (eg, 110-n) that requested the establishment of the fourth support activity.

Server 120 may receive a request for integration approval into the first support activity. According to one embodiment, the server 120 may receive an approval request through the network N from the user terminal 110-n, which has received a support activity establishment request for the fourth support activity.

The server 120 may integrate the fourth support activity into the first support activity upon receipt of the approval request. According to one embodiment, the server 120 performs the fourth support activity when an approval request is received through the network (N) from the user terminal (110-n) that has received a request for opening a support activity for the fourth support activity. It can be integrated into the first support activity. In this way, the server 120 can improve user convenience by providing an option to integrate support activities that may be difficult to achieve the target with support activities that successfully achieve the target.

If the first support activity does not reach the preset target value before the preset threshold date from the set deadline, the server 120 may check whether a fifth support activity with the same target celebrity and anniversary is opened. According to one embodiment, the server 120, if the first support activity does not reach the preset target value before the preset threshold date (for example, 7 days before the deadline) from the set deadline, selects the target entertainer and the same anniversary. 5 You can check whether support activities have been opened.

The server 120 may compare the target achievement rates of the first and fifth support activities and select a support activity with a relatively low target achievement rate. According to one embodiment, when the target value of the first support activity achieved by 7 days before the deadline is 23% and the target value of the fifth support activity is 34%, the server 120 selects the first support activity with a relatively low target achievement rate. You can select .

The server 120 may inquire from the user terminal that requested the establishment of the support activity selected among the first and fifth support activities whether to integrate it with the support activity not selected among the first and fifth support activities. According to one embodiment, when the first support activity with a relatively low target achievement rate is selected, the server 120 selects between the first and fifth support activities to the user terminal 110-1 that requested the establishment of the first support activity. You can inquire about integration into the 5th support activity that has not been completed.

Server 120 may receive a request for integration approval into the selected support activity. According to one embodiment, the server 120 may receive an approval request through the network N from the user terminal 110-n1, which has received a support activity establishment request for the first support activity.

Server 120 may integrate selected support activities with unselected support activities upon receipt of the approval request. According to one embodiment, when the first support activity is selected, the server 120 may integrate the first support activity with the unselected fifth support activity among the first and fifth support activities.

The network N can perform wireless or wired communication between a plurality of user terminals 110-1, ??, 110-n, the server 120, and the database 130. For example, the network (N) can be LTE (long-term evolution), LTE-A (LTE Advanced), CDMA (code division multiple access), WCDMA (wideband CDMA), WiBro (Wireless BroadBand), WiFi (wireless fidelity) , wireless communication can be performed using methods such as Bluetooth, NFC (near field communication), GPS (Global Positioning System), or GNSS (global navigation satellite system). For example, the network (N) is configured to perform wired communication according to methods such as universal serial bus (USB), high definition multimedia interface (HDMI), recommended standard 232 (RS-232), or plain old telephone service (POTS). You may.

The database 130 can store various data. Data stored in the database 130 is data acquired, processed, or used by a plurality of user terminals 110-1,??, 110-n, and at least one component of the server 120, May contain software (e.g. programs). Database 130 may include volatile and/or non-volatile memory. As an embodiment, the database 130 stores support activity establishment requests received from a plurality of user terminals 110-1, ??, 110-n, the first to fifth support activities formed in the server 120, each Activity location information of support activities, target achievement rate of each support activity, etc. can be stored.

Figure 2 is an exemplary diagram showing the configuration of a server according to an embodiment of the present invention.

As shown in FIG. 2, the server 120 may include one or more processors 122, one or more memories 124, and a transceiver 126. In one embodiment, at least one of these components of server 120 may be omitted, or other components may be added to server 120. Additionally or alternatively, some components may be integrated and implemented, or may be implemented as a single or plural entity. At least some of the internal and external components of the server 120 use a system bus, general purpose input/output (GPIO), serial peripheral interface (SPI), or mobile industry processor interface (MIPI), etc. They can be connected to each other and exchange data and/or signals. As an example, the server 120 may form a recommended support activity using a deep reinforcement learning algorithm such as machine learning, particularly deep learning.

One or more processors 122 may control at least one component of the server 120 connected to the processor 122 by running software (eg, commands, programs, etc.). Additionally, the processor 122 may perform various operations related to the present invention, such as calculation, processing, data generation, and processing. Additionally, the processor 122 may load data, etc. from one or more memories 124 or store them in one or more memories 124 .

One or more processors 122 may receive a request to establish a support activity. According to one embodiment, one or more processors 122, one user terminal (for example, 110-1) among a plurality of user terminals 110-1, ??, 110-n, through the transceiver 126. You can receive a request for opening a support activity from ) in the form of a data packet that can be processed by a computer.

One or more processors 122 may set a deadline by considering the anniversary of the target celebrity included in the received support activity establishment request. According to one embodiment, if the target celebrity's anniversary (e.g., birthday) is December 25, the processor 122 adds a preset date (e.g., 30 days) from the support activity establishment request date to the first deadline. , and the deadline can be set so that the first deadline is greater than a preset threshold (for example, 7 days) from the target celebrity's anniversary.

One or more processors 122 may use information on the type of support activity included in the request for opening a support activity to check whether a support activity with the same anniversary and type of support activity has been opened. According to one embodiment, the processor 122 uses information on the type of support activity included in the support activity creation request to indicate the anniversary (e.g., birthday, debut date, etc.) and the type of support activity (e.g., advertisement You can check whether support activities with the same level of activity (activities, donation activities, etc.) are opened.

One or more processors 122 may transmit an inquiry about whether to integrate support activities when support activities with the same anniversary and type of support activity are opened. According to one embodiment, the processor 122 transmits an inquiry as to whether to integrate the support activities to the user terminal 110-1 that received the support activity creation request when a support activity with the same type of anniversary and support activity is opened. can do. That is, when a support activity opening request for the same support activity of the same celebrity is received from each of the multiple user terminals 110-1, ??, 110-n, the processor 122 integrates them to open a single support activity. It can be induced.

One or more processors 122 may open a first support activity according to a request for opening a support activity when no support activities with the same anniversary and type of support activity are opened. According to one embodiment, the processor 122 opens the first support activity according to the support activity creation request received from the user terminal 110-1 when there is no support activity with the same anniversary and type of support activity. Thus, it is possible to search for support activities from multiple user terminals (110-1, ??, 110-n) and participate in support activities.

One or more memories 124 may store various data. Data stored in the memory 124 is data acquired, processed, or used by at least one component of the server 120, and may include software (eg, commands, programs, etc.). Memory 124 may include volatile and/or non-volatile memory. In the present invention, a command or program is software stored in the memory 124, and is an operating system for controlling the resources of the server 120, an application, and/or provides various functions to the application so that the application can utilize the resources of the electronic device. It may include middleware, etc.

One or more memories 124 include support activity establishment requests received from the above-described plurality of user terminals 110-1, ??, 110-n, first to fifth support activities formed in the server 120, and each support activity. You can store activity location information, target achievement rate for each support activity, etc. Additionally, one or more memories 124 may store instructions that, when executed by one or more processors 122, cause one or more processors 122 to perform operations.

According to one embodiment, the server 120 may further include a transceiver 126. Transceiver 126 may perform wireless or wired communication between server 120 and databases, client devices, and/or other devices. For example, the transceiver 126 may support enhanced Mobile Broadband (eMBB), Ultra Reliable Low-Latency Communications (URLLC), Massive Machine Type Communications (MMTC), long-term evolution (LTE), LTE Advance (LTE-A), UMTS (Universal Mobile Telecommunications System), GSM (Global System for Mobile communications), CDMA (code division multiple access), WCDMA (wideband CDMA), WiBro (Wireless Broadband), WiFi (wireless fidelity), Bluetooth, NFC ( Wireless communication can be performed using methods such as near field communication, GPS (Global Positioning System), or GNSS (global navigation satellite system). For example, the transceiver 126 may perform wired communication according to a method such as universal serial bus (USB), high definition multimedia interface (HDMI), recommended standard 232 (RS-232), or plain old telephone service (POTS). there is.

According to one embodiment, one or more processors 122 may control the transceiver 126 to obtain information from a plurality of user terminals 110-1, ??, 110-n and the database 130. Information obtained from a plurality of user terminals 110-1,??, 110-n and the database 130 may be stored in one or more memories 124. As an example, information obtained from a plurality of user terminals 110-1, ??, 110-n and the database 130 may include information necessary for opening the first to fifth support activities.

According to one embodiment, the server 120 may be various types of devices. For example, server 120 may be a portable communication device, a computer device, or a combination of one or more of the foregoing devices. The server 120 of the present invention is not limited to the above-described devices.

Various embodiments of the server 120 according to the present invention may be combined with each other. Each embodiment can be combined depending on the number of cases, and the embodiment of the server 120 created by combining the embodiments also falls within the scope of the present invention. Additionally, the internal/external components of the server 120 according to the present invention described above may be added, changed, replaced, or deleted depending on the embodiment. Additionally, the internal and external components of the server 120 described above may be implemented as hardware components.

In the present invention, artificial intelligence (AI) refers to technology that imitates human learning ability, reasoning ability, perception ability, etc. and implements this with a computer, and includes concepts such as machine learning and symbolic logic. may include. Machine Learning (ML) is an algorithmic technology that classifies or learns the characteristics of input data on its own. Artificial intelligence technology is a machine learning algorithm that analyzes input data, learns the results of the analysis, and makes judgments or predictions based on the results of the learning. Additionally, technologies that mimic the functions of the human brain, such as cognition and judgment, using machine learning algorithms can also be understood as the category of artificial intelligence. For example, technical fields such as verbal understanding, visual understanding, reasoning/prediction, knowledge representation, and motion control may be included.

Machine learning can refer to the process of training a neural network model using experience processing data. Machine learning can mean that computer software improves its own data processing capabilities. A neural network model is built by modeling the correlation between data, and the correlation can be expressed by a plurality of parameters. A neural network model extracts and analyzes features from given data to derive correlations between data. Repeating this process to optimize the parameters of the neural network model can be called machine learning. For example, a neural network model can learn the mapping (correlation) between input and output for data given as input-output pairs. Alternatively, a neural network model may learn the relationships by deriving regularities between given data even when only input data is given.

An artificial intelligence learning model or neural network model may be designed to implement the human brain structure on a computer, and may include a plurality of network nodes with weights that simulate neurons of a human neural network. A plurality of network nodes may have a connection relationship with each other by simulating the synaptic activity of neurons in which neurons exchange signals through synapses. In an artificial intelligence learning model, multiple network nodes are located in layers of different depths and can exchange data according to convolutional connection relationships. The artificial intelligence learning model may be, for example, an artificial neural network model (Artificial Neural Network), a convolution neural network (CNN) model, etc. As an example, an artificial intelligence learning model may be machine-learned according to methods such as supervised learning, unsupervised learning, and reinforcement learning. Machine learning algorithms for performing machine learning include Decision Tree, Bayesian Network, Support Vector Machine, Artificial Neural Network, and Ada-boost. , Perceptron, Genetic Programming, Clustering, etc. can be used.

Among them, CNN is a type of multilayer perceptrons designed to use minimal preprocessing. CNN consists of one or several convolution layers and general artificial neural network layers on top of them, and additionally utilizes weights and pooling layers. Thanks to this structure, CNN can fully utilize input data with a two-dimensional structure. Compared to other deep learning structures, CNN shows good performance in both video and audio fields. CNNs can also be trained via standard back propagation. CNNs have the advantage of being easier to train and using fewer parameters than other feedforward artificial neural network techniques.

Convolutional networks are neural networks that contain sets of nodes with bound parameters. The increasing size of available training data and the availability of computational power, combined with algorithmic advances such as piecewise linear unit and dropout training, have led to significant improvements in many computer vision tasks. For extremely large data sets, such as those available for many tasks today, overfitting is not critical, and increasing the size of the network improves test accuracy. Optimal use of computing resources becomes a limiting factor. For this purpose, distributed, scalable implementations of deep neural networks can be used.

Figure 3 is a diagram for explaining learning of a neural network according to an embodiment of the present invention.

As shown in FIG. 3, the learning device can train the neural network 123 to recognize feature points included in the image of the object. According to one embodiment, the learning device may be a separate entity from the server 120, but is not limited thereto.

The neural network 123 includes an input layer 121 through which training samples are input and an output layer 125 through which training outputs are output, and can be learned based on the difference between training outputs and labels. Here, labels may be defined based on the user's degree of response corresponding to the voice output signal. The neural network 123 is connected to a group of a plurality of nodes, and is defined by weights between connected nodes and an activation function that activates the nodes.

The learning device may learn the neural network 123 using a gradient descent (GD) technique or a stochastic gradient descent (SGD) technique. The learning device can use a loss function designed by the outputs and labels of the neural network.

The learning device can calculate the training error using a predefined loss function. The loss function may be predefined with a label, output, and parameter as input variables, where the parameter may be set by weights in the neural network 123. For example, the loss function may be designed in the form of MSE (Mean Square Error), entropy, etc., and various techniques or methods may be employed in embodiments in which the loss function is designed.

The learning device can use the backpropagation technique to find weights that affect the training error. Here, the weights are relationships between nodes in the neural network 123. The learning device can use the SGD technique using labels and outputs to optimize the weights found through the backpropagation technique. For example, the learning device can update the weights of the loss function defined based on the labels, outputs, and weights using the SGD technique.

According to one embodiment, the learning device may obtain a training support activity creation request and extract a training recommendation support activity from the training support activity establishment request. The learning device may acquire pre-labeled information (first labels) for each of the training recommendation support activities, which represents information such as daily population flow volume, floating population gender, and age group predefined in the training recommendation support activities. First labels can be obtained.

According to one embodiment, the learning device may generate first training feature vectors based on location features, pattern features, and target features of training recommendation support activities. Various methods can be employed to extract the characteristics of training recommendation support activities.

According to one embodiment, the learning device may obtain training outputs by applying the first training feature vectors to the neural network 123. The learning device may learn the neural network 123 based on the training outputs and the first labels. The learning device may learn the neural network 123 by calculating training errors corresponding to the training outputs and optimizing the connection relationships of nodes within the neural network 123 to minimize the training errors. The server 120 may use the trained neural network 123 to extract a recommended support activity that changes the type of support activity included in the first support activity using the profile information of the target celebrity.

Figure 4 is an exemplary diagram showing the menu configuration of an application for implementing a method for providing celebrity events according to an embodiment of the present invention.

As shown in FIG. 4, when an application operation request is received through one user terminal (eg, 110-1) among the plurality of user terminals 110-1, ??, 110-n, the server 120 ) can receive a user ID and password, perform user authentication, and then control the main page (home screen) to be displayed on the user terminal 110-1 that has passed user authentication. According to one embodiment, the server 120 displays a My Page menu including my profile, main menu, points, settings, etc. at the top of the main page, and other function menus including attendance check, search, quest, push notification, etc. You can control the display of menus such as home, fan play, fan pick ranking, fan sim support, and charging station at the bottom of the main page.

The home menu is the main page where you can check the status of each category, event information, announcements, etc. through the user terminal (110-1, ??, 110-n). According to one embodiment, various event information and announcements can be checked through the top banner of the main page, and it corresponds to a page where top information of each content, such as My Page, Push Notifications, Quests, and Attendance Check, can be checked. In other words, the main page may correspond to the screen that is first exposed when running the application. Figure 5 is an exemplary diagram showing the configuration of the main page according to an embodiment of the present invention.

In the case of the fan play menu, it can be considered a playground for fans only, where they can share information and communicate freely and diversely with fans. According to one embodiment, the fan play menu is fan feed, which is a social network space dedicated to fandom, fan DIY, which provides artist photo decoration functions, and fan talk, which is a space for sharing various information between fans. It may include submenus such as (fan talk).

The fan feed menu can display basic SNS (Social Network Service) functions such as likes and comments, as well as communication structures such as followers, following, and friend search. Additionally, the Fan Feed menu corresponds to a feed-type page where you can upload photos and links.

The Fan DIY menu provides decoration icons categorized as free or paid, and is a channel that provides event advertisements, partnerships, campaigns, etc.

In the Fan Talk menu, users can directly use it in the form of research and events by answering questions and responding to questions through likes and comments, as well as formal questions from the management.

In the case of the fan pick ranking menu, advertisements can be posted in locations provided by the operator (for example, Times Square in New York, etc.) through 100% fan voting in each category every month. According to one embodiment, the fanfic ranking menu may include menus such as ranking voting, topic voting, and fanfic voting.

Ranking voting corresponds to a popularity vote held in individual, group, trot, and actor categories from the 1st to the 25th of every month. According to one embodiment, advertising compensation may be paid to the number one artist (celebrity) in each field at a location provided by the operator (for example, advertising is broadcast 140 times in 7 days). The server 120 can encourage user participation by providing various events such as ducking time (double reward event) and payment bonuses.

Topic voting corresponds to voting on various topics that take into account seasons, issues, and trends to attract new fandoms. After pre-voting on official SNS channels (e.g., Instagram, etc.), the votes are viewed on the application for about 7 days. A voting method can be adopted. For example, the top celebrity can be rewarded for domestic outdoor advertising and subway advertising.

Fan fiction voting can be linked to the popularity voting of Korea's largest award ceremonies such as the AAA (Asia Artist Awards), Golden Disk, and Melon Awards, and advance voting and main voting for broadcasting companies' music shows can be conducted. It can secure explosive inflow rates and provide maximum advertising effectiveness during a certain voting period.

The fan support menu can provide support activities such as advertising gifts and donations according to various anniversaries such as the target celebrity's birthday, debut, casting, etc. The fan support menu can provide advertising support and donation support menu.

The advertising support menu is a service that allows you to promote your favorites according to anniversaries such as the target celebrity's birthday, debut, casting, etc. During the recruitment period, if fans reach their goal together, they can post advertisements on outdoor billboards, subway billboards, etc. You can. The target points are different for each advertising product, and participation may be possible with Star Points among the points within the application.

The donation support menu is a service that allows you to make donations in various fields such as COVID-19, children, animals, and the environment in the name of Choae. The basic participation method is the same as the advertising support menu, but the target points are set according to the type of product for each donation field. may be different.

In the charging station menu, you can earn points needed for various activities within the application through in-app payments and reward advertisements.

6 to 10 are exemplary diagrams for explaining a method of providing a celebrity event according to an embodiment of the present invention.

As shown in Figure 6, a request for opening a support activity can be created by selecting a target celebrity (Rosé, Sana, Chan, Xiumin, Zero, etc.) or selecting New (pencil-shaped button at the bottom).

As shown in FIG. 7, when a request for opening a support activity is received, the server 120 can be controlled to display a screen for user inquiries such as target celebrity, anniversary, support activity, advertising product, and desired support activity date information. there is.

As shown in Figure 8, the advertising product selection menu can provide information about advertising media, advertising location, and target point.

As shown in Figure 9, when the donation support menu is selected, a screen for user inquiries such as information on the target celebrity, donation target, donation item, and desired date can be controlled to be displayed.

As shown in Figure 10, when selecting an established support activity, information such as target celebrity, number of participants, current recruitment points, target achievement rate, progress details, etc. are displayed, and a request to participate in the established support activity is made through the Participate button. You can.

Figure 11 is a flowchart showing the procedure of a method for providing a celebrity event according to an embodiment of the present invention.　　Although the process steps, method steps, algorithms, etc. are depicted in a sequential order in the flow diagram of Figure 11, such processes, methods, and algorithms may be configured to operate in any suitable order. In other words, the steps of the processes, methods and algorithms described in various embodiments of the invention do not need to be performed in the order described herein. Additionally, although some steps are described as being performed asynchronously, in other embodiments, some such steps may be performed concurrently. Additionally, illustration of a process by depiction in the drawings does not imply that the illustrated process excludes other variations and modifications thereto, and that any of the illustrated process or steps thereof may be used in various embodiments of the invention. It does not imply that more than one is required, nor does it imply that the illustrated process is preferred.

As shown in Figure 11, in step S910, a request for establishing a support activity is received. 　　For example, referring to Figures 1 to 10, the server 120 of the system 100 for providing celebrity events is operated by one user among a plurality of user terminals 110-1, ??, 110-n. The terminal (eg, 110-1) may receive a request for establishing a support activity through the network (N).

In step S920, deadline setting is performed.　　For example, referring to Figures 1 to 10, the server 120 of the system 100 for providing celebrity events sets a deadline in consideration of the anniversary of the target celebrity included in the support activity establishment request received in step S910. can be performed. According to one embodiment, if the target celebrity's anniversary (e.g., birthday) is December 25, the server 120 adds a preset date (e.g., 30 days) from the support activity establishment request date to the first deadline. , and the deadline can be set so that the first deadline is greater than a preset threshold (for example, 7 days) from the target celebrity's anniversary.

In step S930, it is confirmed whether the same type of support activity is opened. 　For example, referring to Figures 1 to 10, the server 120 of the system 100 for providing celebrity events uses information on the type of support activity included in the support activity establishment request to determine the type of anniversary and support activity. You can check whether the same support activity is opened. According to one embodiment, the server 120 uses information on the type of support activity included in the support activity creation request to indicate the anniversary (e.g., birthday, debut date, etc.) and the type of support activity (e.g., advertisement You can check whether support activities with the same level of activity (activities, donation activities, etc.) are opened.

In step S940, an inquiry is made as to whether to integrate support activities. For example, referring to Figures 1 to 10, the server 120 of the system 100 for providing celebrity events inquires about whether to integrate support activities when support activities with the same anniversary and type of support activity are opened. can be transmitted. According to one embodiment, when a support activity with the same type of anniversary and support activity is opened, the server 120 transmits an inquiry as to whether to integrate the support activity to the user terminal 110-1 that received the request for opening the support activity. can do.

In step S950, a first support activity is established. For example, referring to Figures 1 to 10, the server 120 of the system 100 for providing celebrity events responds to a request for opening a support activity when a support activity with the same anniversary and type of support activity is not opened. The first support activity can be opened accordingly. According to one embodiment, the server 120 opens the first support activity according to the support activity creation request received from the user terminal 110-1 when there is no support activity with the same anniversary and type of support activity. Thus, it is possible to search for support activities from multiple user terminals (110-1, ??, 110-n) and participate in support activities.

Although the method has been described through specific embodiments, the method can also be implemented as computer-readable code on a computer-readable recording medium. Computer-readable recording media include all types of recording devices that store data that can be read by a computer system. Examples of computer-readable recording media include ROM, RAM, CD-ROM, magnetic tape, floppy disk, and optical data storage devices. Additionally, the computer-readable recording medium can be distributed in a computer system connected to a network, so that the computer-readable code can be stored and executed in a distributed manner. And, functional programs, codes, and code segments for implementing the above embodiments can be easily deduced by programmers in the technical field to which the present invention pertains.

Above, the present invention has been described in detail using preferred embodiments, but the scope of the present invention is not limited to the specific embodiments and should be interpreted in accordance with the appended claims. Additionally, those skilled in the art should understand that many modifications and variations can be made without departing from the scope of the present invention.

100: System for providing celebrity events 110-1,110-n: User terminal
120: Server 130: Database
121: input layer 122: processor
123: Neural Network 124: Memory
125: output layer 126: transceiver

Claims (7)

In an electronic device for providing celebrity events,
One or more processors; and
When executed by the one or more processors, it includes one or more memories storing instructions that cause the one or more processors to perform an operation,
The one or more processors:
Receive a request for opening a support activity,
The deadline is set considering the anniversary of the target celebrity included in the support activity opening request,
Using the information on the type of support activity included in the request for opening the support activity, check whether a support activity with the same type of support activity as the anniversary has been opened,
If a support activity with the same anniversary and type of support activity is established, an inquiry will be sent as to whether to integrate the support activity.
If a support activity with the same anniversary and type of support activity is not established, the first support activity shall be opened according to the request for opening the support activity,
The one or more processors:
Extract the first activity location information of the first support activity,
Extracts a number of secondary activity location information of support activities that succeeded in achieving the target,
Calculate a plurality of distance differences using the first activity location information and the plurality of second activity location information,
Using the plurality of distance differences, a recommended support activity is formed in which the activity location with the smallest distance difference is changed to the location of the first support activity,
Receive approval requests for the above recommended support activities,
Establishing a third support activity that modifies the first support activity upon receipt of the approval request,
Electronic devices for hosting celebrity events.
According to claim 1,
The one or more processors:
Using the profile information of the target celebrity, extract a recommended support activity that changes the type of support activity included in the first support activity,
Receive approval requests for the above recommended support activities,
Establishing a second support activity that modifies the first support activity upon receipt of the approval request,
Electronic devices for hosting celebrity events.
delete According to claim 1,
The one or more processors:
If the first support activity reaches the target value before the set deadline, check whether a fourth support activity with the same target celebrity and the same anniversary is opened within a preset distance from the target area of the first support activity,
Inquiring about integration into the first support activity with the user terminal that requested the establishment of the fourth support activity,
Receiving a request for integration approval into the first support activity,
Integrating the fourth support activity into the first support activity upon receipt of the approval request,
Electronic devices for hosting celebrity events.
According to claim 1,
The one or more processors:
If the first support activity does not reach the preset target value from the set deadline to the preset threshold date, check whether a fifth support activity with the same target celebrity and the same anniversary is opened,
Compare the target achievement rates of the first and fifth support activities and select a support activity with a relatively low target value,
The user terminal that requested the establishment of the support activity selected among the first and fifth support activities is asked whether to integrate it with the support activity not selected among the first and fifth support activities,
Receiving a request for integration approval into the selected support activity,
Integrating the selected support activity into the unselected support activity upon receipt of the approval request,
Electronic devices for hosting celebrity events.
One or more processors; and
A method for providing a celebrity event using an electronic device for providing a celebrity event, the method comprising one or more memories storing instructions that cause the one or more processors to perform an operation when executed by the one or more processors, comprising:
Receiving, by the one or more processors, a support activity establishment request;
setting a deadline, by the one or more processors, in consideration of the anniversary of the target celebrity included in the support activity establishment request;
Confirming, by the one or more processors, whether a support activity having the same type of support activity as the anniversary date is opened using information on the type of support activity included in the request for opening a support activity;
transmitting, by the one or more processors, an inquiry as to whether to integrate support activities when support activities with the same anniversary and type of support activity are opened; and
Including, by the one or more processors, opening a first support activity according to the support activity opening request if no support activity with the same anniversary and type of support activity has been opened,
The one or more processors:
Extract the first activity location information of the first support activity,
Extracts a number of secondary activity location information of support activities that succeeded in achieving the target,
Calculate a plurality of distance differences using the first activity location information and the plurality of second activity location information,
Using the plurality of distance differences, a recommended support activity is formed in which the activity location with the smallest distance difference is changed to the location of the first support activity,
Receive approval requests for the above recommended support activities,
Establishing a third support activity that modifies the first support activity upon receipt of the approval request,
How to provide celebrity events.
One or more processors; And a computer program stored on a computer-readable recording medium so that it can be executed by a computer including one or more memories storing instructions that cause the one or more processors to perform an operation when executed by the one or more processors,
Receiving, by the one or more processors, a support activity establishment request;
setting a deadline, by the one or more processors, in consideration of the anniversary of the target celebrity included in the support activity establishment request;
Confirming, by the one or more processors, whether a support activity having the same type of support activity as the anniversary date is opened using information on the type of support activity included in the request for opening a support activity;
transmitting, by the one or more processors, an inquiry as to whether to integrate support activities when support activities with the same anniversary and type of support activity are opened; and
If a support activity with the same anniversary and type of support activity is not established by the one or more processors, a step of opening a first support activity according to the request for opening a support activity is performed on a computer-readable recording medium. Saved,
By the one or more processors, first activity location information of the first support activity is extracted, second activity location information of a plurality of support activities that succeeded in achieving a target value is extracted, and the first activity location information and the plurality A plurality of distance differences are calculated using the second activity location information, and a recommended support activity is formed in which the activity location with the smallest distance difference is changed to the location of the first support activity using the plurality of distance differences, A computer program stored in a computer-readable recording medium to further perform the step of receiving an approval request for a recommended support activity, and opening a third support activity that modifies the first support activity in response to receipt of the approval request.