KR102583122B1 - Method, apparatus and program for controlling exposure of mass traffic messages based on artist's content - Google Patents

Abstract

A method for controlling exposure of bulk traffic messages according to various embodiments of the present invention is disclosed. The method includes: receiving a plurality of messages sent to an artist; determining an exposure mode using traffic of the plurality of messages; and exposing all of the plurality of messages to the artist's terminal based on the exposure mode, or selecting messages to be exposed on the artist's terminal, and exposing the selected messages.

Description

Method, device and program for controlling exposure of mass traffic messages based on artist's content {METHOD, APPARATUS AND PROGRAM FOR CONTROLLING EXPOSURE OF MASS TRAFFIC MESSAGES BASED ON ARTIST'S CONTENT}

The present invention relates to a method, device, and program for controlling the exposure of large traffic messages, and more specifically, to a method, device, and program for controlling the exposure of large amounts of messages sent to an artist by fans of an artist.

As the penetration rate of smartphones increases, an environment where one can access the Internet anytime, anywhere is provided.

According to this environment, smartphone users are using various functions by installing various applications in addition to the basic functions of previous mobile phones such as making calls or sending text messages.

Among the various functions of smartphones, messenger applications that allow users to communicate with each other have become essential apps. These messenger applications are quickly becoming a new way for people to communicate with each other or share information, and millions of people still use messenger applications every day.

Meanwhile, fans of artists have a need to communicate with their favorite artists anytime, anywhere through these messenger applications. Accordingly, systems that enable communication between artists and fans have recently been developed, but there is no commercialized service yet. Additionally, conventional services only provide one-way communication in a one-to-many format, which limits the ability to provide an intimate communication method between artists and fans. Additionally, conventional services that provided one-way communication in a one-to-many format had problems with smooth communication because it was difficult for artists to read messages received in large quantities from many fans.

Accordingly, there is a demand in the industry for a messenger application that provides an intimate and smooth conversation function between artists and fans. In this regard, Republic of Korea Patent Publication No. 10-2009-0033746 discloses a communication method and system between celebrities and fans, and a server applicable thereto.

The present invention was conceived in response to the above-described background technology and is intended to provide a method, device, and program for controlling the exposure of mass traffic messages.

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

According to an embodiment of the present invention for solving the problems described above, a method for controlling exposure of bulk traffic messages is disclosed. The method includes: receiving a plurality of messages sent to an artist; determining an exposure mode using traffic of the plurality of messages; and exposing all of the plurality of messages to the artist's terminal based on the exposure mode, or selecting messages to be exposed on the artist's terminal, and exposing the selected messages.

In an alternative embodiment, the step of determining the exposure mode using the traffic of the plurality of messages includes a full exposure mode that exposes all the plurality of messages based on the number of messages received per preset time unit. and determining one exposure mode among some exposure modes that expose a portion of the plurality of messages.

In an alternative embodiment, one of a full exposure mode that exposes all of the plurality of messages and a partial exposure mode that exposes a portion of the plurality of messages based on the number of messages received per preset time unit. The step of determining the exposure mode includes determining the exposure mode as the full exposure mode when the message is received less than a first value per preset time unit, and determining the exposure mode as the full exposure mode when the message is received more than the first value per preset time unit. When received, it may include determining the exposure mode to be a partial exposure mode.

In an alternative embodiment, determining the exposure mode as a partial exposure mode when the message is received more than a first value every preset time unit may include receiving the message more than the first value but less than the second value. If so, the first exposure mode is determined to expose as many messages as the first number among the plurality of messages, and when the message is received in amounts greater than or equal to the second value, the second exposure mode exposes as many messages as the second number among the plurality of messages. It may include a step of determining the mode.

In an alternative embodiment, determining an exposure mode using the traffic of the plurality of messages includes recognizing messages uttered by the artist in real time and messages input by the artist in real time; determining a content type provided by the artist based on the content of the speech and the content of the chat; and determining the exposure mode using the content type and traffic of the plurality of messages.

In an alternative embodiment, selecting a message to be exposed on the artist's terminal and exposing the selected message may include determining a selection mode based on the artist's information and real-time situation information; and exposing the selected message in response to the selection mode on the artist's terminal, wherein the selection mode includes a first-come-first-served mode for selecting messages in the order in which they are received at each preset time unit, and at each preset time unit. It may include at least one of a random mode in which at least one of the received messages is randomly selected, and a suitability mode in which the content included in the message is analyzed to calculate the suitability, and messages with the suitability higher than a preset level are selected.

In an alternative embodiment, based on the artist's information and real-time situation information, determining a selection mode includes: a first selection mode corresponding to the artist field, a second selection mode corresponding to a selection mode previously selected by the artist; Determining at least one of a selection mode and a third selection mode corresponding to content performed by the artist in real time, wherein the artist information includes the preset artist field and the selection mode previously selected by the artist. And, the real-time situation information may include information about the content that the artist progresses in real time.

In an alternative embodiment, selecting messages to be displayed on the artist's terminal and displaying the selected messages may include determining a plurality of keyword words; filtering messages containing at least one keyword word among the plurality of keyword words; Differentially assigning first weights among the filtered messages according to the order in which they contain more different keyword words; Differentially assigning second weights according to the order in which messages among the filtered messages contain no spelling errors; and selecting messages in which the sum of the first weight and the second weight is greater than or equal to a preset value, and exposing the selected messages to the artist's terminal.

In an alternative embodiment, the step of determining the plurality of keyword words includes extracting a plurality of words included in each of a plurality of messages transmitted to the artist every preset time unit, and selecting the plurality of words a preset number of times. Recognizing the plurality of keyword words that appear abnormally; and collecting text related to the artist using a web crawler, and recognizing the plurality of keyword words that appear more than a preset number of times in the collected text.

In an alternative embodiment, the step of selecting a message to be exposed on the artist's terminal and exposing the selected message includes the terminal transmitting the first message previously exposed on the artist's terminal to maintain conversation continuity. selecting a newly transmitted second message; and exposing the second message on the artist's terminal.

In an alternative embodiment, selecting messages to be exposed on the artist's terminal and exposing the selected messages may include recognizing a plurality of morphemes included in each of a plurality of messages transmitted to the artist; Classifying messages in which a plurality of morphemes included in each of the plurality of messages overlap each other by a preset number or more into a plurality of similar messages; selecting a first message that is one of the plurality of similar messages; and assigning tag information to the first message and exposing it to the artist's terminal, wherein the tag information may include information about the number of messages classified into the plurality of similar messages.

In an alternative embodiment, selecting a message to be exposed on the artist's terminal and exposing the selected message may include recognizing a message uttered by the artist in real time and a message input by the artist in real time; determining a content type provided by the artist based on the content of the speech and the content of the chat; and selecting at least one message among the plurality of messages using a selection mode corresponding to the content type and exposing the selected message to the artist's terminal.

According to one embodiment of the present invention for solving the above-described problems, a device is disclosed. The device includes: a memory storing one or more instructions; and a processor executing the one or more instructions stored in the memory, and the processor may perform the above-described methods by executing the one or more instructions.

According to an embodiment of the present invention for solving the above-described problem, a computer program is disclosed that is combined with a computer as hardware and stored in a computer-readable recording medium to perform the above-described methods.

Other specific details of the invention are included in the detailed description and drawings.

The present invention can provide a variety of functions related to messenger applications, providing an intimate and smooth communication method between artists and fans.

Specifically, the present invention adjusts the amount of messages exposed to the artist according to the number of messages sent by the fans to the artist when the artist communicates with an unspecified number of his/her fans, thereby responding to the large amount of messages sent by fans to the artist. It can improve readability.

In addition, the present invention can improve the communication environment between artists and fans by changing the way fans' messages are exposed to the artist depending on the type of content the artist provides to the fans when the artist communicates with a large number of fans. there is.

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

1 is a diagram illustrating a system according to an embodiment of the present invention.
Figure 2 is a hardware configuration diagram of a server according to an embodiment of the present invention.
3 to 6 are diagrams for explaining an example of a method for providing a personalized messaging service according to an embodiment of the present invention.
Figure 7 is a diagram for explaining various examples of a method for providing a personalized messaging service according to an embodiment of the present invention.
Figures 8 and 9 are diagrams for explaining various examples of a method for providing a personalized messaging service according to an embodiment of the present invention.
10 to 16 are diagrams for explaining an example of a method for controlling the exposure of bulk traffic messages.

Various embodiments are now described with reference to the drawings. In this specification, various descriptions are presented to provide an understanding of the invention. However, it is clear that these embodiments may be practiced without these specific descriptions.

As used herein, the terms “component,” “module,” “system,” and the like refer to a computer-related entity, hardware, firmware, software, a combination of software and hardware, or an implementation of software. For example, a component may be, but is not limited to, a process running on a processor, a processor, an object, a thread of execution, a program, and/or a computer. For example, both an application running on a computing device and the computing device can be a component. One or more components may reside within a processor and/or thread of execution. A component may be localized within one computer. A component may be distributed between two or more computers. Additionally, these components can execute from various computer-readable media having various data structures stored thereon. Components can transmit signals, for example, with one or more data packets (e.g., data and/or signals from one component interacting with other components in a local system, a distributed system, to other systems and over a network such as the Internet). Depending on the data being transmitted, they may communicate through local and/or remote processes.

Additionally, the term “or” is intended to mean an inclusive “or” and not an exclusive “or.” That is, unless otherwise specified or clear from context, “X utilizes A or B” is intended to mean one of the natural implicit substitutions. That is, either X uses A; X uses B; Or, if X uses both A and B, “X uses A or B” can apply to either of these cases. Additionally, the term “and/or” as used herein should be understood to refer to and include all possible combinations of one or more of the related listed items.

Additionally, the terms “comprise” and/or “comprising” should be understood to mean that the corresponding feature and/or element is present. However, the terms “comprise” and/or “comprising” should be understood as not excluding the presence or addition of one or more other features, elements and/or groups thereof. Additionally, unless otherwise specified or the context is clear to indicate a singular form, the singular terms herein and in the claims should generally be construed to mean “one or more.”

Those skilled in the art will additionally recognize that the various illustrative logical blocks, components, modules, circuits, means, logic, and algorithm steps described in connection with the embodiments disclosed herein may be implemented using electronic hardware, computer software, or a combination of both. It must be recognized that it can be implemented with To clearly illustrate the interchangeability of hardware and software, various illustrative components, blocks, configurations, means, logics, modules, circuits, and steps have been described above generally in terms of their functionality. Whether such functionality is implemented in hardware or software will depend on the specific application and design constraints imposed on the overall system. A skilled technician can implement the described functionality in a variety of ways for each specific application. However, such implementation decisions should not be construed as departing from the scope of the present invention.

The description of the presented embodiments is provided to enable anyone skilled in the art to use or practice the present invention. Various modifications to these embodiments will be apparent to those skilled in the art. The general principles defined herein may be applied to other embodiments without departing from the scope of the invention. Therefore, the present invention is not limited to the embodiments presented herein. The present invention is to be interpreted in the broadest scope consistent with the principles and novel features presented herein.

In this specification, a computer refers to all types of hardware devices including at least one processor, and depending on the embodiment, it may be understood as encompassing software configurations that operate on the hardware device. For example, a computer can be understood to include, but is not limited to, a smartphone, tablet PC, desktop, laptop, and user clients and applications running on each device.

Hereinafter, embodiments of the present invention will be described in detail with reference to the attached drawings.

Each step described in this specification is described as being performed by a computer, but the subject of each step is not limited thereto, and depending on the embodiment, at least part of each step may be performed in a different device.

1 is a diagram illustrating a system according to an embodiment of the present invention.

Referring to FIG. 1, a system according to an embodiment of the present invention may include a server 100, a first terminal 200, and a second terminal 300. Here, the first terminal 200 may be the artist's terminal, and the second terminal 300 may be the terminal of a user who is a fan of the artist.

The system shown in FIG. 1 is according to one embodiment, and its components are not limited to the embodiment shown in FIG. 1, and may be added, changed, or deleted as necessary.

In one embodiment, server 100 may provide a personalized messaging service between an artist and the artist's fans.

Specifically, the server 100 may receive a first message to be transmitted to the fan from the artist's first terminal 200. Additionally, the server 100 may determine the user's nickname based on the user's personal information input from the second terminal 300 registered as a fan of the artist. Additionally, the server 100 may analyze the first message and generate a second message in which the user's nickname is inserted. And, the server 100 may transmit the second message to the second terminal 300.

That is, when the artist transmits a first message to be sent to an unspecified number of fans, the server 100 converts the first message into a second message corresponding to each of the artist's fans, and then connects the terminal of each of the artist's fans. It can be sent to .

Accordingly, the server 100 of the present invention can provide a personalized messaging service that enables more intimate communication between artists and fans.

Hereinafter, an example of a method by which the server 100 provides a personalized messaging service will be described with reference to FIGS. 3 to 9.

In one embodiment, the server 100 may provide a real-time communication service between an artist and the artist's fans. Here, the server 100 may control the exposure of mass traffic messages received from a large number of fans of the artist.

Specifically, the server 100 may receive a plurality of messages sent to the artist. Additionally, the server 100 may determine the exposure mode using traffic of a plurality of messages. Then, the server 100 exposes all of a plurality of messages to the artist's first terminal 200 based on the exposure mode or selects messages to be exposed on the artist's first terminal 200 and displays the selected messages. can be exposed.

Accordingly, the server 100 of the present invention can provide an exposure control service for mass traffic messages that enables smoother communication between artists and fans.

Hereinafter, an example of a method by which the server 100 provides exposure control services for bulk traffic messages will be described with reference to FIGS. 11 to 16.

In various embodiments, the server 100 may provide web- or application-based services. However, it is not limited to this.

Server 100 may include any type of computer system or computer device, such as, for example, microprocessors, mainframe computers, digital processors, portable devices, and device controllers. However, it is not limited to this.

Hereinafter, the hardware configuration of the server 100 will be described with reference to FIG. 2.

Meanwhile, each of the first terminal 200 and the second terminal 300 may be connected to the server 100 through the network 400, and may provide a personalized messaging service or exposure control service for bulk traffic messages provided by the server 100. It may be a terminal of a user who wants to use.

Specifically, the first terminal 200 may be a terminal of an artist who wishes to send a personalized message to fans. Additionally, the first terminal 200 may be a terminal of an artist who wishes to communicate in real time with a large number of fans or provide real-time content to a large number of fans.

And, the second terminal 300 may be a terminal of a user who is a fan of the artist. Users who are fans of an artist can receive messages from the artist or send messages to the artist using the terminal.

Here, each of the first terminal 200 and the second terminal 300 may include, for example, various types of computer devices. For example, each of the first terminal 200 and the second terminal 300 may refer to various terminal devices such as a smartphone, tablet PC, desktop, and laptop.

The first terminal 200 and the second terminal 300 each include a display in at least a portion of the terminal and may include an operating system for running an application or extension program-based service provided from the server 100. For example, each of the first terminal 200 and the second terminal 300 may be a smartphone, but is not limited thereto, and each of the first terminal 200 and the second terminal 300 may be a smartphone. , a wireless communication device that guarantees portability and mobility, including navigation, PCS (Personal Communication System), GSM (Global System for Mobile communications), PDC (Personal Digital Cellular), PHS (Personal Handyphone System), and PDA (Personal Digital Assistant) , IMT (International Mobile Telecommunication)-2000, CDMA (Code Division Multiple Access)-2000, W-CDMA (W-Code Division Multiple Access), Wibro (Wireless Broadband Internet) terminal, smartpad, tablet PC It may include all types of handheld-based wireless communication devices such as PCs, etc.

The network 400 may refer to a connection structure that allows information exchange between nodes such as a computing device, a plurality of terminals, and servers. For example, the network 400 includes a local area network (LAN), a wide area network (WAN), the World Wide Web (WWW), a wired and wireless data communication network, a telephone network, and a wired and wireless television communication network. do.

Wireless data communication networks include 3G, 4G, 5G, 3GPP (3rd Generation Partnership Project), 5GPP (5th Generation Partnership Project), LTE (Long Term Evolution), WIMAX (World Interoperability for Microwave Access), Wi-Fi, and Internet. (Internet), LAN (Local Area Network), Wireless LAN (Wireless Local Area Network), WAN (Wide Area Network), PAN (Personal Area Network), RF (Radio Frequency), Bluetooth (Bluetooth) network, NFC (Near- Field Communication) network, satellite broadcasting network, analog broadcasting network, DMB (Digital Multimedia Broadcasting) network, etc., but is not limited thereto.

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

Referring to FIG. 2, the server 100 according to an embodiment of the present invention includes one or more processors 110, a memory 120 that loads a computer program 151 executed by the processor 110, It may include a bus 130, a communication interface 140, and a storage 150 that stores a computer program 151. Here, only components related to the embodiment of the present invention are shown in Figure 2. Accordingly, anyone skilled in the art to which the present invention pertains will know that other general-purpose components may be included in addition to the components shown in FIG. 2.

The processor 110 controls the overall operation of each component of the server 100. The processor 110 may be composed of one or more cores, and may include a central processing unit (CPU), a general purpose graphics processing unit (GPGPU), and a tensor processing unit (TPU) of the computing device. unit) may include a processor for data analysis and deep learning. Alternatively, it may be configured to include any type of processor well known in the art of the present invention.

Additionally, the processor 110 may perform operations on at least one application or program for executing methods according to embodiments of the present invention, and the server 100 may include one or more processors.

In various embodiments, the processor 110 includes random access memory (RAM) (not shown) and read memory (ROM) that temporarily and/or permanently store signals (or data) processed within the processor 110. -Only Memory, not shown) may be further included. Additionally, the processor 110 may be implemented in the form of a system on chip (SoC) that includes at least one of a graphics processing unit, RAM, and ROM.

Memory 120 stores various data, commands and/or information. Memory 120 may load a computer program 151 from storage 150 to execute methods/operations according to various embodiments of the present invention. When the computer program 151 is loaded into the memory 120, the processor 110 can perform the method/operation by executing one or more instructions constituting the computer program 151. The memory 120 may be implemented as a volatile memory such as RAM, but the technical scope of the present invention is not limited thereto.

The bus 130 provides communication functions between components of the server 100. The bus 130 may be implemented as various types of buses, such as an address bus, a data bus, and a control bus.

The communication interface 140 supports wired and wireless Internet communication of the server 100. Additionally, the communication interface 140 may support various communication methods other than Internet communication. To this end, the communication interface 140 may be configured to include a communication module well known in the technical field of the present invention. In some embodiments, communication interface 140 may be omitted.

Storage 150 may store the computer program 151 non-temporarily. When performing a process according to an embodiment of the present invention through the server 100, the storage 150 may store various information necessary to perform analysis according to the disclosed embodiment.

The storage 150 is a non-volatile memory such as Read Only Memory (ROM), Erasable Programmable ROM (EPROM), Electrically Erasable Programmable ROM (EEPROM), flash memory, a hard disk, a removable disk, or a device well known in the technical field to which the present invention pertains. It may be configured to include any known type of computer-readable recording medium.

The computer program 151, when loaded into the memory 120, may include one or more instructions that cause the processor 110 to perform methods/operations according to various embodiments of the present invention. That is, the processor 110 can perform the method/operation according to various embodiments of the present invention by executing the one or more instructions.

In one embodiment, computer program 151 may include one or more instructions to perform various methods related to various tasks related to training a neural network model.

The steps of the method or algorithm described in connection with embodiments of the present invention may be implemented directly in hardware, implemented as a software module executed by hardware, or a combination thereof. The software module may be RAM (Random Access Memory), ROM (Read Only Memory), EPROM (Erasable Programmable ROM), EEPROM (Electrically Erasable Programmable ROM), Flash Memory, hard disk, removable disk, CD-ROM, or It may reside on any type of computer-readable recording medium well known in the art to which the present invention pertains.

The components of the present invention may be implemented as a program (or application) and stored in a medium in order to be executed in conjunction with a hardware computer. Components of the invention may be implemented as software programming or software elements, and similarly, embodiments may include various algorithms implemented as combinations of data structures, processes, routines or other programming constructs, such as C, C++, , may be implemented in a programming or scripting language such as Java, assembler, etc. Functional aspects may be implemented as algorithms running on one or more processors.

3 to 6 are diagrams for explaining an example of a method for providing a personalized messaging service according to an embodiment of the present invention.

According to one embodiment of the present invention, the server 100 can provide a personalized messaging service.

Referring to FIG. 3, the server 100 may receive a first message to be transmitted to the fan from the artist's first terminal 200 (S110).

Here, the first message may include a complete sentence or an incomplete sentence. For example, the first message may be a complete sentence containing both a subject and a predicate. Additionally, the first message may be an incomplete sentence without a subject.

The server 100 may determine the user's nickname based on the user's personal information input from the second terminal 300 registered as a fan of the artist (S120).

Specifically, the server 100 may determine the user's nickname included in the user's personal information as the user's nickname.

In an additional embodiment, the server 100 may recognize the user's name included in the user's personal information when the user's nickname is not included in the user's personal information. Additionally, the server 100 can recognize the nickname most frequently used by other users with the same name as the user among the users registered in the service of the present invention. In this case, the server 100 may determine the other user's nickname to be the user's nickname that does not include the nickname.

For example, if the name of a user whose nickname is not registered is 'Hoyoung', the server 100 can recognize the nickname most frequently used by other users with the name 'Hoyoung'. For example, if the server 100 recognizes that other users with the name 'Hoyoung' most often use the nickname 'Hoi', the nickname is not registered and the nickname of the user with the name 'Hoyoung' is used. You can decide with ‘Hoi’.

In another additional embodiment, the server 100 may recognize the user's name included in the user's personal information when the user's nickname is not included in the user's personal information. Additionally, the server 100 may use a web crawler to recognize nicknames most frequently used by other users with the same name as the user. In this case, the server 100 may determine the other user's nickname to be the user's nickname that does not include the nickname.

For example, when determining a user's nickname using a web crawler, the server 100 may map and collect the name and nickname from an online community, blog, or various websites where both the name and nickname are public. Additionally, the server 100 may determine the nickname most frequently used by other users with the same name as the user as the user's nickname.

In various embodiments, when the server 100 determines the user's nickname, it may determine a postscript to associate with the nickname based on the last letter of the nickname. Then, the server 100 may generate a second message in which a word connected to a postposition is inserted into the nickname in step S130, which will be described later.

Specifically, when the last letter of a nickname includes a consonant, the server 100 may determine the particle to be linked to the nickname as 'A'. Additionally, if the last letter of the nickname does not include a consonant, the server 100 may determine the particle to be linked to the nickname as 'ya'.

For example, if 'Hoi', which does not include a consonant in the last letter of the nickname, is determined to be a nickname, the server 100 may determine the particle to be linked to the nickname as 'Ya'. And, the server 100 may include 'Hoiya' in the second message.

In an additional embodiment, referring to FIG. 4, the server 100 may recognize the first age of the artist and the second age of the user registered as a fan of the artist (S121). In addition, when there is a difference between the first age and the second age, the server 100 may determine a title based on the difference value between the first age and the second age, the artist's gender, and the user's gender (S122) . Here, the title term may include, for example, at least one of older brother, older brother, older sister, older sister, and younger brother, but is not limited thereto.

For example, when the artist's first age is younger than the fan's second age and the artist's gender and the user's gender are different, the server 100 may determine either older brother or older sister as the title of address.

For another example, when the artist's first age is younger than the fan's second age and the artist's gender and the user's gender are the same, the server 100 may determine either older brother or older sister as the title of address.

For another example, if the artist's first age is older than the fan's second age, the server 100 may determine younger sibling as the title of address.

In various embodiments, when the server 100 determines the user's nickname, it may determine a particle to be associated with the nickname based on the last letter of the nickname. Then, the server 100 may generate a second message in which a word connected to a nickname and a particle is inserted into the nickname in step S130, which will be described later.

Referring again to FIG. 3, the server 100 may analyze the first message and generate a second message in which the user's nickname is inserted (S130). Then, the server 100 may transmit the second message to the second terminal 300 (S140).

In one embodiment, the server 100 may analyze the first message, determine a nickname position, and insert the nickname determined in step S120 into the determined nickname position to generate a second message.

Specifically, referring to FIG. 5, the server 100 may determine the nickname position based on the first message (S131A). Then, the server 100 may generate a second message by inserting the user's nickname in place of the nickname (S132A).

As an example of the server 100 determining the nickname position, the server 100 may extract a word included in the first message. Additionally, the server 100 can recognize the components of words. Additionally, the server 100 may determine the position closest to a specific word corresponding to a specific component among the components of the word phrase as the nickname position.

Here, the specific component used to determine the nickname position may be determined based on the artist's chat history.

Specifically, the server 100 may obtain the artist's chat history from the messenger application used by the artist. Additionally, the server 100 can recognize the nickname position of each sentence included in the chat history. Additionally, the server 100 can recognize the component of the word closest to the nickname position. Additionally, the server 100 may recognize a specific component that has the greatest number of identical occurrences among the components of the word closest to the nickname position.

For example, when the server 100 recognizes that the specific component with the highest number of identical occurrences among the components of the word closest to the nickname location in each of the sentences included in the chat history is a predicate, the nickname location is placed before or after the predicate. It can be recognized as However, it is not limited to this.

For another example, when the server 100 recognizes that the specific component with the greatest number of identical occurrences among the components of the word closest to the nickname position in each of the sentences included in the chat history is the final ending, the end ending is replaced with the nickname position. It can be recognized. However, it is not limited to this.

In an additional embodiment, when recognizing the component of the word closest to the nickname position, the server 100 determines whether the nickname is located before the word closest to the nickname position or after the word closest to the nickname position. By recognizing additional information, the nickname position can be determined to be more similar to the style of the sentence written by the artist.

As another example of the server 100 determining the nickname location, the server 100 may extract at least one sentence included in the first message. Additionally, the server 100 can recognize the component order of a plurality of words included in a sentence. Then, the server 100 can input the component order into a pre-trained neural network model and obtain a nickname position from the neural network model.

Here, the neural network model used to determine the nickname position may be learned based on the artist's chat history.

Specifically, the server 100 may obtain the artist's chat history from the messenger application used by the artist. Additionally, the server 100 may extract a plurality of sentences from the chat history. Additionally, the server 100 may generate learning data by labeling the component order of words included in each of the plurality of sentences and the nickname position included in each of the plurality of sentences. Additionally, the server 100 can train a neural network model to output nickname positions using training data.

In various embodiments, the server 100 may use the user's anniversary date when creating the second message.

Specifically, referring to FIG. 6, the server 100 may recognize the user's anniversary based on the user's personal information (S131B).

For example, the server 100 may recognize the user's birthday, the anniversary date related to the date the user signed up as a fan, based on the user's personal information. However, it is not limited to this.

The server 100 may classify the first message into one of the following types: a declarative sentence, an interrogative sentence, an imperative sentence, an invitation sentence, and an exclamatory sentence (S132B).

Specifically, if the sentence included in the first message is an ambiguous expression whose type cannot be recognized, the server 100 may classify the first message as any one type among a declarative sentence, an interrogative sentence, an imperative sentence, a request sentence, and an exclamatory sentence. there is.

More specifically, the server 100 may classify the first message into one of the following types: a declarative sentence, an interrogative sentence, an imperative sentence, a request sentence, and an exclamatory sentence based on the order of words and phrases constituting the sentence included in the first message. .

For example, when the server 100 receives a first message containing the sentence “happy birthday” from the artist’s first terminal 200, the server 100 includes two words based on “birthday” and “congratulations.” It can be classified into frequently used Cheongyumun types.

The server 100 may generate a second message based on at least one of the current time, current date, user anniversary, and type (S133B).

For example, the server 100 may compare the current date and the user's birthday date to generate a second message.

For example, if the current date matches the user's birthday date, the server 100 may generate a second message containing “Happy Birthday!” Additionally, if the current date is earlier than the user's birthday date, the server 100 may generate a second message including “What are you going to do on your birthday?” Additionally, if the current date is later than the user's birthday date, the server 100 may generate a second message including “What did you do on your birthday?”

For another example, when the server 100 receives a first message containing the sentence “Have you eaten?” from the artist’s first terminal 200, the server 100 may generate a second message based on the current time. there is.

For example, if the current time is within lunch time (for example, 11:00 to 14:00), the server 100 may generate a second message including “What do you eat for lunch?” Additionally, if the current time is past lunch time, the server 100 may generate a second message including “Did you have a good lunch?” Additionally, if the current time is before lunch time, the server 100 may generate a second message including “What are you going to eat for lunch?”

Figure 7 is a diagram for explaining various examples of a method for providing a personalized messaging service according to an embodiment of the present invention.

According to one embodiment of the present invention, when generating the second message, the server 100 may reconstruct the sentences included in the first message based on the user's reaction.

Referring to FIG. 7, the server 100 may obtain reaction information related to a message previously transmitted to the second terminal 300 (S210). Here, the reaction information may include information related to at least one of a positive type reaction, a neutral type reaction, a negative type reaction, and reaction speed. For example, each type included in reaction information may be determined based on keywords and emoticons preset for each type.

The server 100 may recognize the user's preferred word order based on the reaction information (S220).

Specifically, the server 100 may filter messages that received a positive type reaction among messages previously transmitted to the second terminal 300. Additionally, the server 100 can recognize the word order of sentences included in the filtered message. Additionally, the server 100 may recognize a word order that overlaps a preset number of times or more as a preferred word order.

In an additional embodiment, in order to increase the accuracy of the user's preferred word order, the server 100 may recognize the preferred word order by additionally filtering word orders whose reaction speed is faster than the preset speed among word sequences that overlap a preset number of times. You can.

When the server 100 recognizes the user's preferred word order, the server 100 may reconstruct at least one sentence included in the first message based on the preferred word order (S230). Here, the sentence reconstructed based on the user's preferred word order may be included in the second message.

For example, if the user's preferred word order is subject clause, object clause, and predicate clause, the server 100 recognizes each word included in the first message, extracts the word phrases in the order of subject clause, object clause, and predicate clause, and sentences can be reconstructed.

Figures 8 and 9 are diagrams for explaining various examples of a method for providing a personalized messaging service according to an embodiment of the present invention.

According to one embodiment of the present invention, a user who is a fan of an artist can send a message to his or her favorite artist.

Referring to FIG. 8, each of the first fan user terminal 201 and the second fan user terminal 202 may transmit a message. In this case, the server 100 may receive messages from each of the first fan user terminal 201 and the second fan user terminal 202.

The server 100 may tag a message received from a fan user terminal to the most recently stored artist message. Additionally, the server 100 may add fan nickname information to the message received from the fan user terminal. Here, each of the most recently stored artist messages and fan nickname information may be stored in the memory 120 of the server 100.

The server 100 may tag the message received from the fan user terminal with the most recently stored artist message, add fan nickname information, and transmit the message to the artist's second terminal 300.

In this case, the artist's first terminal 200 may display a notification about the message received from the fan user terminal in the chat room and display the message.

Specifically, referring to FIG. 9 , the artist's second terminal 300 may output the chat room screen 20. The chat room screen 20 may include a message 11 most recently sent to the fan and a button 12 to view replies to the message 11 most recently sent to the fan.

When a selection input for the view reply button 12 is received, the artist's second terminal 300 may output the view reply screen 20. The reply view screen 20 may include a message 21 that the artist most recently sent to a fan and a list of replies 22 to the message 21 most recently sent to a fan. Here, the reply list 22 may include information in which the server 100 tags the most recently stored artist message to a message received from a fan user terminal and adds fan nickname information. For example, the reply list 22 may include the most recently saved artist message 'ㅎㅎㅎ Hello' and fan nickname information 'Pen Nickname 1' and 'Youu'.

In other words, an artist can send a message to multiple fans through the personalized messaging service of the present invention. In addition, multiple fans of the artist can reply to the artist's message. In this case, artists can collect replies corresponding to the messages they sent to their fans.

10 to 16 are diagrams for explaining an example of a method for controlling the exposure of bulk traffic messages.

According to one embodiment of the present invention, the server 100 can provide a real-time communication service between an artist and the artist's fans. Here, the server 100 may control the exposure of mass traffic messages received from a large number of fans of the artist.

Referring to FIG. 10, the server 100 may receive a plurality of messages sent to the artist (S310). Here, a plurality of messages may be transmitted to the server 100 from the terminals of each of a plurality of users who are fans of the artist.

The server 100 may determine the exposure mode using the traffic of a plurality of messages (S320).

In one embodiment, the server 100 uses one of a full exposure mode to expose all of a plurality of messages and a partial exposure mode to expose a portion of a plurality of messages based on the number of messages received per preset time unit. You can decide the exposure mode.

Specifically, the server 100 may determine the exposure mode to be the full exposure mode when messages are received less than the first value per preset time unit. Additionally, the server 100 may determine the exposure mode to be a partial exposure mode when a message equal to or greater than the first value is received every preset time unit.

For example, when the number of messages less than 10, which is the first value, is received per second, which is a preset time unit, the server 100 may determine the exposure mode to be the full exposure mode. Additionally, the server 100 may determine the exposure mode to be a partial exposure mode when messages are received in a number of 10 or more, which is the first value, every 1 second, which is a preset time unit.

When the server 100 determines the exposure mode to be a partial exposure mode, if a message is received more than the first value but less than the second value, the server 100 may determine the first exposure mode to expose the first number of messages among the plurality of messages. there is. Additionally, when the number of messages exceeding the second value is received, the server 100 may determine the second exposure mode to expose the second number of messages among the plurality of messages.

For example, when the server 100 receives a number of messages per second, which is a preset time unit, of 10 or more, which is the first value, but less than 20, which is the second value, the server 100 displays a first number of 10 messages. 1 You can decide by exposure mode. Additionally, when the server 100 receives a second value of 20 or more messages every 1 second, which is a preset time unit, the server 100 may determine the second exposure mode to expose the second number of 20 messages.

Accordingly, the server 100 of the present invention can provide a smoother communication function by adjusting the number of messages exposed to the artist's first terminal 200 according to the number of messages.

In various embodiments, the server 100 may determine the exposure mode based on the content of the artist's real-time communication.

Specifically, referring to FIG. 11, the server 100 can recognize a message uttered by the artist in real time and a message input by the artist in real time (S321). Additionally, the server 100 may determine the content type provided by the artist based on the speech content and chat content (S322). Additionally, the server 100 may determine the exposure mode using the content type and traffic of multiple messages (S323).

In the present invention, the content type may include, for example, at least one of a slow content type, a fast content type, a music content type, and a communication content type. Additionally, the exposure mode may be mapped for each content type and stored in the memory 120 of the server 100, but is not limited to this.

For example, the server 100 may determine the content type based on the words and input speed included in the message uttered by the artist in real time and the message input by the artist in real time. For example, a content type table corresponding to each word and input speed is stored in the memory 120 of the server 100, and the server 100 stores content corresponding to the words and input speed recognized in the content type table. You can explore types.

Additionally, the server 100 may recognize the exposure mode corresponding to the determined content type. In an additional embodiment, the server 100 may expose a message in an exposure mode corresponding to the determined content type, but may control the number of messages to be exposed based on traffic of a plurality of messages.

Referring again to FIG. 10 , when the server 100 determines the exposure mode, it may expose a message to the artist's first terminal 200 in response to the exposure mode.

Specifically, the server 100 exposes all of a plurality of messages to the artist's first terminal 200 based on the exposure mode, or selects messages to be exposed on the artist's first terminal 200, and selects the selected messages. The message may be exposed to the artist's first terminal 200 (S330).

As an example of the server 100 selecting messages in step S330, messages may be selected using artist information and real-time situation information. Then, the server 100 may expose the selected message to the artist's first terminal 200.

Referring to FIG. 12, the server 100 may determine a selection mode based on artist information and real-time situation information (S331A). Then, the server 100 may expose the selected message in response to the selection mode on the artist's first terminal 200 (S332A).

In the present invention, the selection mode includes a first-come-first-served mode in which messages are selected in the order received in each preset time unit, a random mode in which at least one message received in a preset time unit is selected at random, and the suitability by analyzing the content contained in the message. It may include at least one of the suitability modes for calculating and selecting messages whose suitability is higher than a preset level.

When determining a selection mode, the server 100 provides a first selection mode corresponding to the artist's field, a second selection mode corresponding to the selection mode previously selected by the artist, and a third selection mode corresponding to content that the artist progresses in real time. You can decide on at least one of the modes. Here, the artist information may include the preset artist field and the selection mode previously selected by the artist. Additionally, real-time situation information may include information about the content that the artist is progressing in real time.

For example, the server 100 outputs a pop-up screen that allows selection of one of the first selection mode, the second selection mode, and the third selection mode to the artist's first terminal 200, and selects based on the selection input. You can decide the mode.

For another example, the server 100 may change each of the first selection mode, second selection mode, and third selection mode at preset time intervals. Additionally, the server 100 may display a button for fixing the current selection mode on the artist's first terminal 200.

In other words, the server 100 of the present invention can provide various selection modes in rotation and provide a function that allows the artist to directly select the selection mode he or she likes.

As another example in which the server 100 selects messages in step S330, messages may be selected using a plurality of keyword words. Then, the server 100 may expose the selected message to the artist's first terminal 200.

Referring to FIG. 13, the server 100 may determine a plurality of keyword words (S331B).

For example, the server 100 extracts a plurality of words included in each of a plurality of messages transmitted to the artist at preset time units, and recognizes a plurality of keyword words that appear more than a preset number of times among the plurality of words. You can.

For another example, the server 100 may collect text related to an artist using a web crawler and recognize a plurality of keyword words that appear more than a preset number of times among the collected text.

When the server 100 recognizes a plurality of keyword words, the server 100 may filter a message containing at least one keyword word among the plurality of keyword words (S332B).

The server 100 may differentially assign a first weight among the filtered messages according to the order in which the messages contain more different keyword words (S333B).

For example, if multiple keyword words are recognized as A, B, and C, a message containing only the keyword word A is given a first weight of 1 point, and a message containing the keyword words A and B is given the first weight. is given a score of 2, and a message containing all of the keyword words A, B, and C may be given a first weight of 3 points.

The server 100 may differentially assign second weights according to the order in which messages among the filtered messages contain no spelling errors (S334B).

For example, a message with no spelling errors is given a secondary weight of 3 points, a message with one spelling error is given a secondary weight of 2 points, and a message with two spelling errors is given a secondary weight of 2 points. A weight of 1 point may be assigned, and messages containing three or more spelling errors may be assigned a second weight of 0.

After completing the filtering, first weighting, and second weighting operations, the server 100 selects messages in which the sum of the first weight and the second weight is greater than or equal to a preset value, and transfers the selected messages to the artist's first weighting. It can be exposed to the terminal 200 (S335B).

In a further embodiment, server 100 may adjust the reference value associated with the weighted sum value based on the traffic of messages received by the artist.

For example, when the amount of messages received per second is less than 10, the server 100 selects messages where the sum of the first weight and the second weight is 1 point or more and sends them to the artist's first terminal 200. can be exposed. Meanwhile, when the amount of messages received per second exceeds 10, the server 100 selects messages with a total value of 3 or more for the first weight and the second weight and exposes them to the artist's first terminal 200. You can do it.

As another example in which the server 100 selects messages in step S330, messages may be selected in consideration of continuity of conversation. Then, the server 100 may expose the selected message to the artist's first terminal 200.

Referring to FIG. 14, in order to maintain conversation continuity, the artist's first terminal 200 may select a newly transmitted second message from the terminal that transmitted the previously exposed first message (S331C). Then, the server 100 may expose the second message on the artist's first terminal 200 (S332C).

Specifically, the server 100 may recognize the sender of the message exposed on the artist's first terminal 200. Additionally, the server 100 may recognize the next message transmitted by the same sender within a preset time (eg, 5 minutes) from the time the message is exposed on the first terminal 200. Additionally, the server 100 may select the next message sent by the same sender and display it on the artist's first terminal 200.

As another example in which the server 100 selects messages in step S330, messages may be selected using a plurality of similar messages. Then, the server 100 may expose the selected message to the artist's first terminal 200.

Referring to FIG. 15, the server 100 may recognize a plurality of morphemes included in each of a plurality of messages transmitted to the artist (S331D).

The server 100 may classify messages in which a plurality of morphemes included in each of the plurality of messages overlap each other by a preset number or more into a plurality of similar messages (S332D). For example, the server 100 may classify a plurality of messages containing all morphemes A, B, and C into a plurality of similar messages.

The server 100 may select the first message, which is one of a plurality of similar messages (S333D). For example, the server 100 may select the message containing the most keyword words among a plurality of similar messages as the first message.

The server 100 may add tag information to the first message and expose it to the artist's first terminal 200 (S334D). Here, the tag information may include information about the number of messages classified into a plurality of similar messages.

That is, the server 100 may expose the first message to the artist's first terminal 200 along with information about the number of messages similar to the first message. In this case, the artist can intuitively recognize how many people sent the message.

As another example in which the server 100 selects messages in step S330, messages may be selected using real-time content types. Then, the server 100 may expose the selected message to the artist's first terminal 200.

Referring to FIG. 16, the server 100 can recognize a message uttered by an artist in real time and a message input by the artist in real time (S331E).

The server 100 may determine the content type provided by the artist based on the speech content and chat content (S332E).

The server 100 may select at least one message among a plurality of messages using a selection mode corresponding to the content type and expose the selected message to the artist's first terminal 200 (S333E). Here, the content type may include, for example, at least one of a slow content type, a fast content type, a music content type, and a communication content type, and a selection mode is mapped for each content type to be stored in the memory 120 of the server 100. ), but is not limited to this.

For example, the server 100 may determine the content type based on the words and input speed included in the message uttered by the artist in real time and the message input by the artist in real time. For example, a content type table corresponding to each word and input speed is stored in the memory 120 of the server 100, and the server 100 stores content corresponding to the words and input speed recognized in the content type table. You can explore types. Additionally, the server 100 may expose the message selected in a selection mode corresponding to the searched content type to the artist's first terminal 200.

As described above, the server 100 of the present invention can provide a smooth communication function by selecting messages in various ways and selecting and exposing appropriate messages for various situations.

Above, embodiments of the present invention have been described with reference to the attached drawings, but those skilled in the art will understand that the present invention can be implemented in other specific forms without changing its technical idea or essential features. You will be able to understand it. Therefore, the embodiments described above should be understood in all respects as illustrative and not restrictive.

Claims (7)

In a method performed by one or more processors included in a server,
Receiving a plurality of messages sent to the artist;
Recognizing a message uttered by the artist in real time and a message input by the artist in real time;
determining a content type provided by the artist based on a message uttered by the artist in real time and a message input by the artist in real time;
determining an exposure mode based on traffic of the plurality of messages and the content type;
exposing all of the plurality of messages to the artist's terminal based on the exposure mode or selecting messages to be exposed on the artist's terminal and exposing the selected messages;
Including,
The step of selecting messages to be exposed on the artist's terminal and exposing the selected messages is,
determining a plurality of keyword words;
filtering messages containing at least one keyword word among the plurality of keyword words;
Differentially assigning first weights among the filtered messages according to the order in which they contain more different keyword words;
Differentially assigning second weights according to the order in which messages among the filtered messages contain no spelling errors; and
If the traffic of the plurality of messages received at a preset time is less than a preset size, messages with a sum of the first weight and the second weight greater than the first value are selected and exposed to the artist's terminal, and the preset time If the traffic of the plurality of messages received each time exceeds a preset size, selecting messages whose sum value is greater than or equal to a second value and exposing them to the artist's terminal;
Including,
The above method is,
Receiving a first message to be sent to a fan from the artist's terminal;
determining a nickname for the user based on the user's personal information input from a terminal registered as a fan of the artist;
determining a nickname position based on a word included in the first message, and inserting the user's nickname into the nickname position to generate a second message;
transmitting the second message to a terminal registered as a fan of the artist;
Containing more,
How to control the exposure of high-traffic messages based on an artist's content.
According to claim 1,
The step of determining the type of content provided by the artist is:
determining a content type provided by the artist based on a message uttered by the artist in real time and a message input by the artist in real time;
Including,
How to control the exposure of high-traffic messages based on an artist's content.
According to claim 1,
The step of determining the exposure mode is,
Determining an exposure mode among a full exposure mode that exposes all of the plurality of messages and a partial exposure mode that exposes a portion of the plurality of messages based on the number of messages received per preset time unit. ;
Including,
How to control the exposure of high-traffic messages based on an artist's content.
According to clause 2,
Determining an exposure mode among a full exposure mode that exposes all of the plurality of messages and a partial exposure mode that exposes a portion of the plurality of messages based on the number of messages received per preset time unit. Is,
When the message is received less than a first value per preset time unit, the exposure mode is determined to be the full exposure mode, and when the message is received more than a first value per preset time unit, the exposure mode is determined to be partial. determining an exposure mode;
Including,
Some of the above exposure modes are:
a first exposure mode that exposes a first number of messages among the plurality of messages when the message is received in amounts greater than or equal to the first value but less than the second value; and a second exposure mode that exposes a second number of messages among a plurality of messages when the number of messages exceeding the second value is received. Containing at least one of
How to control the exposure of high-traffic messages based on an artist's content.
According to claim 1,
The step of determining the plurality of keyword words is,
extracting a plurality of words included in each of a plurality of messages transmitted to the artist at preset time units, and recognizing the plurality of keyword words that appear more than a preset number of times among the plurality of words; and
collecting text related to the artist using a web crawler, and recognizing the plurality of keyword words that appear more than a preset number of times in the collected text;
Containing at least one of
How to control the exposure of high-traffic messages based on an artist's content.
A memory that stores one or more instructions; and
A processor that executes the one or more instructions stored in the memory
Contains,
The processor executes the one or more instructions,
An apparatus for performing the method of claim 1.
A computer program combined with a computer as hardware and stored in a non-transitory recording medium that can be read by the computer to perform the method of claim 1.