JP2021074561A5 - - Google Patents

Description

Game-related service provision programs and server equipment

The present invention relates to a game-related service providing program and a server device.

As disclosed in Patent Document 1, there is an event (mission, mini-game, etc.) that can be played by a user in the game, and during the execution of the event, a game medium such as a character is operated by AI (Artificial Intelligence). There is something.

Japanese Patent No. 6438085

By the way, the user may be interested in information about the game from various viewpoints other than actually playing the game. For example, a user searches for a method that is advantageous for capturing a game, or a method for improving play. However, while responding to such various demands, there is no function that induces the user to become more interested in the game and naturally enjoy the game more.

An object of the present invention is to provide such a function.

The first invention is a computer.
Service providing means to provide services related to games to users,
To function as
The service uses content and
The service providing means
Has a learning model
By the learning model, the play tendency of the other user is acquired by using the play information about the past game play of the other user.
Based on the play tendency, content data for operating the character in the virtual space is generated.
It is a game-related service provision program characterized by this.

Further, in the first invention, the service providing means can generate training menu information according to the play tendency as the content data by the learning model.

Further, in the first invention, the service providing means can make a character based on the play tendency appear as an opponent of a battle.

In the second invention, a storage unit for storing the game-related service providing program of the first invention and a storage unit.
A server device including a computer that executes the game-related service providing program.

According to the present invention, various requests of the user regarding the game can be fulfilled through the game device 5. Therefore, the user can naturally feel the interest and interest in the game through the game device 5 not only from the viewpoint of playing the game but also from various viewpoints.

It is a block diagram which shows the hardware configuration and the functional configuration of the game system provided with the server device of this embodiment. This is an example of a game screen. It is a list of services using contents provided to users. This is an example of a display screen of a mobile terminal. It is a figure which shows a series flow of a game system.

[Embodiment]
The game-related service providing program and the server device 2 according to the embodiment of the present invention will be described with reference to the drawings.

<Game description>
In the game system 1 of FIG. 1, the server device 2 and each of the plurality of game devices 5 and the server device 2 and each of the plurality of mobile terminals 8 are communicably connected via the communication network 9. There is.

The game described in the present embodiment is a battle-type action game in which a player character is made to play against another player character or a non-player character in a game virtual space in response to a user operation. The user can play an online match (network match) with another user's player character via the communication network 9, but can also advance the game individually by playing against a non-player character without going through the communication network 9.

In particular, in the present embodiment, as shown in the screen sc1 of FIG. 2, one user selects and operates one character C1 (player character) from a plurality of characters, and another character C2 as an opponent. An example of a so-called fighting game in which a fighting game is played one-on-one with (player character or non-player character) is illustrated.

In the case of network battle, the server device 2 matches with the player characters of other game devices 5 in response to the request of the user who operates the game device 5. The matched characters start a fighting game in a predetermined game virtual space.

Such fighting games can be played in competitions where computer games are held as competitions, so-called electronic sports competitions.

The game is executed on a home-use game machine such as a PlayStation (registered trademark), a portable game machine such as PlayStation Vita (registered trademark), a personal computer, a tablet, or the like. In the following, a case where the above game is executed by a game device 5 which is a home-use game machine will be illustrated.

<Overview of Game System 1>
As shown in FIG. 1, the game system 1 is composed of one server device 2, a plurality of game devices 5, and a plurality of mobile terminals 8. Of these, the game device 5 and the mobile terminal 8 are the property of the user.

The server device 2 provides a game program, manages game data, and matches battles.

Each game device 5 executes the above game according to the game program based on the operation of the user. In executing the game, the game device 5 can receive (specifically, download and install) the game program (including the updated version) from the server device 2 via the communication network 9.

The mobile terminal 8 accepts the user's operation and displays the battle play video on the touch panel 81 according to the user's operation.

In particular, the server device 2 of the present embodiment stores the game-related service providing program of the present embodiment in the storage unit 22, and sequentially stores the play information 221.

The play information 221 is various information related to the past game play. Specifically, the play information 221 is given to the name of the mode used during the network battle, the place where the game was played (country, region), and the information of the user who played the game (identification number, user name, user). Title, profile), player character information (character name, level) used in play, command entered by the user during play, action taken by the player character according to the command (attack, defense), player character for a predetermined time Includes the number of consecutive moves, the outcome of a match, and so on.

Further, the play information 221 also includes game videos when various users have played in the past.

Then, in the game system 1 of the present embodiment, when the user inputs the request information regarding the game (hereinafter, service request information) to the mobile terminal 8, the server device 2 provides a service using the content that matches the request information. Is performed to the user by using the play information 221. The server device 2 causes the result of the predetermined process to affect the operation of the game device 5 operated by the user.

There are various types of services provided to users. An example thereof is shown in FIG.

As shown in FIG. 3, the service includes setting a training menu for learning various techniques, saving and playing a predetermined scene, playing a game BGM, and trend information about the game (popular products, esports competitions, popular characters). Provision of ranking), provision of information on continuous moves that are relatively popular or effective for a predetermined character operating in the game virtual space, provision of information on a predetermined action that can avoid a predetermined attack of the predetermined character, setting to the predetermined character Includes weakness information that indicates weaknesses, information on effective countermeasures (attacks, defenses, special moves, etc.) for those weaknesses, various settings for taking countermeasures, and game practice content that matches the user. At least one of the generation and setting of a specific training menu, etc. is included.

The specific training menu includes countermeasures for popular combos, capture of specific characters, countermeasures for specific attacks, countermeasures for weaknesses of the user himself, and so on.

The continuous technique refers to a plurality of techniques (combos) composed of continuously connected actions of the user for a player character that operates in the game virtual space in response to a user's operation.

For example, suppose a user utters to the mobile terminal 8 "Please tell me a popular player character." Using the utterance content of this user as service request information, the server device 2 calculates the total number of times each player character that can be operated in the game has been used based on the play information 221. Select a play character. The server device 2 automatically displays the character name of the selected player character and an arbitrary play movie in which the player character is used on the game device 5.

Further, it is assumed that the user utters to the mobile terminal 8 "I want you to make a recommended training menu". In this case, the server device 2 obtains the user's habits and weaknesses based on the user's play information 221 and provides a specific training menu including practice contents for correcting the obtained habits and overcoming the weaknesses. Generate. The server device 2 automatically causes the game device 5 to display a game image including a situation for overcoming habits and weaknesses according to the training menu.

As described above, the game system 1 of the present embodiment effectively utilizes the play information 221 accumulated in the server device 2 so far, and provides a service using various contents according to the request of each user. Provide to the user. As a result, the game system 1 can contribute to the further improvement of the user's play, and can guide the user to enjoy the game more from various viewpoints other than the play.

<Hardware configuration>
Hereinafter, the hardware configurations of the server device 2, the game device 5, and the mobile terminal 8 will be described.

<Configuration of server device 2>
As shown in FIG. 1, the server device 2 has a network interface 21, a storage unit 22, and a control unit 23. The network interface 21 and the storage unit 22 are electrically connected to the control unit 23 via the bus 29.

The network interface 21 is communicably connected to each mobile terminal 8 and each game device 5 via a communication network 9 such as the Internet and LAN. Game data and game programs are transmitted to each game device 5 and account information is received from each game device 5 and each mobile terminal 8 via the network interface 21.

The storage unit 22 is composed of an HDD, an SSD, a RAM, a ROM, and the like. The storage unit 22 stores various programs including account information of a user who uses the game system 1, login history, game data, and a game-related service providing program for realizing the game system 1. Further, the above-mentioned play information 221 is stored in the storage unit 22. The play information 221 is sequentially stored in the storage unit 22 each time the network interface 21 receives from each game device 5.

The control unit 23 is composed of a microcomputer including a CPU and a semiconductor memory, and controls the operation of the own device 2.

<Functional configuration of the control unit 23 in the server device 2>
By executing various programs, the control unit 23 executes the information processing means 231 (corresponding to the receiving means), the matching means 232, the game distribution means 233, the matching determination means 234, the service providing means 235, and the like, as shown in FIG. It functions as a means of action 236.

-Information processing means-
The information processing means 231 transmits and receives various data to and from each game device 5 and each mobile terminal 8.

Examples of the data received by the information processing means 231 from each mobile terminal 8 include account information and the like in addition to the service request information. Examples of the data transmitted by the information processing means 231 to each mobile terminal 8 include information indicating that the connection to the server device 2 has been completed, play video data, and the like.

Examples of the data received by the information processing means 231 from each game device 5 include data necessary for executing the game, such as game program download request information, account information, and battle request. The data transmitted by the information processing means 231 to each game device 5 includes information for confirming whether the game device 5 has received the game program, and content data based on the result of predetermined processing performed in response to the service request information. And operation instructions.

-Verification means-
The collation means 232 performs a user authentication process using the account information received from each game device 5 or each mobile terminal 8.

-Game distribution method-
After the information processing means 231 receives the game program download request information and the account information from the game device 5, the game distribution means 233 transfers the game data corresponding to the game program and the received account information to the corresponding game device 5. Deliver (send).

-Matching judgment means-
When the information processing means 231 receives the battle request, the matching determination means 234 can search for an opponent according to the battle request and match the opponent with the user who is the source of the battle request. Judge whether or not. When the matching determination means 234 determines that matching is possible, the information processing means 231 connects the opponent and the game device 5 of the user so as to be able to communicate with each other.

-Service provision means-
The service providing means 235 uses at least one or more of the play information 221s to perform necessary processing for providing the service to the user in order to provide the user with a service using the content matching the service request information. .. In performing such processing, the service providing means 235 has a learning model 235a.

The learning model 235a is a dedicated model that obtains content data according to the user's request and what kind of service should be provided to the user from the play information 221 by calculation using a method such as deep learning. The learning model 235a is pre-built as a neural network. The learning model 235a can accurately analyze, generate and extract content data, determine services to be provided, and the like by executing machine learning (processing) using the necessary play information 221 as teaching data.

-Means of action-
The operating means 236 causes the result of the processing performed by the service providing means 235 to act on the operation of the game device 5 operated (owned) by the user who has performed the input operation of the service request information. Specifically, the acting means 236 transmits the content data and the operation instruction based on the result of the predetermined processing performed by the service providing means 235 in response to the service request information to the information processing means 231 with the destination as the game device 5. Let me.

Specific examples of the service providing means 235 and the operating means 236 will be described in <Specific Examples of Service Provision Using Content>.

<Configuration of game device 5>
Each of the plurality of game devices 5 has a similar configuration.

A display 61, a speaker 62, and a game controller 63 are externally connected or built in the game device 5. The game device 5 also includes a network interface 51, a graphic processing unit 52, an audio processing unit 53, an operation unit 54, a storage unit 55, and a control unit 56. The network interface 51, the graphic processing unit 52, the audio processing unit 53, the operation unit 54, and the storage unit 55 are electrically connected to the control unit 56 via the bus 59.

The network interface 51 is communicably connected to the communication network 9 in order to transmit and receive various data to and from the other game device 5 and the server device 2.

During game play, the graphic processing unit 52 draws a game image including various objects related to the game virtual space in a moving image format according to the game image data output from the control unit 56. The graphic processing unit 52 is connected to, for example, a liquid crystal type display 61, and a game image drawn in a moving image format is displayed on the display 61 as a game screen.

Further, when the play moving image is distributed from the server device 2, the graphic processing unit 52 displays the play moving image on the display 61 according to the instruction of the control unit 56.

The audio processing unit 53 is connected to the speaker 62, and when the game sound is reproduced and synthesized according to the instruction of the control unit 56 during game play, this is output from the speaker 62. Further, the audio processing unit 53 outputs the sound of the play video and the game BGM distributed from the server device 2 from the speaker 62.

The operation unit 54 is connected to the game controller 63, and transmits / receives data related to the operation input to / from the game controller 63. For example, the user inputs an operation signal to the game device 5 by pressing various buttons of the game controller 63.

The storage unit 55 is composed of an HDD, an SSD, a RAM, a ROM, and the like. The storage unit 55 stores game data downloaded from the server device 2, various programs such as game programs, and the like. In addition, the storage unit 55 also stores identification information of a user who uses the game device 5.

The control unit 56 is composed of a microcomputer including a CPU and a semiconductor memory, and controls the operation of the own device 5.

<Functional configuration of the control unit 56 in the game device 5>
The control unit 56 functions as a communication means 561, a game execution means 562, and a notification control means 563 by executing various programs.

-Communication means-
The communication means 561 communicates with the server device 2 and the other game device 5 via the network interface 51.

Examples of the data transmitted by the communication means 561 to the server device 2 include game program download request information, account information, and battle request. Examples of the data received by the communication means 561 from the server device 2 include game data, information for confirming whether or not a game program has been received, battle information, content data, operation instructions, and the like.

Examples of the data transmitted and received by the communication means 561 to and from the other game device 5 include information (name, profile, etc.) about the user who operates the own device 5, a character name operated by the user, and the like.

-Game execution method-
The game executing means 562 reads the data such as the game space object and the texture included in the game data from the storage unit 55 or executes the game program using the data received from the server device 2 according to the user's operation. Generates 2D or 3D game image information. By processing the game image information by the graphic processing unit 52, the processed game images are sequentially displayed on the display 61.

Then, the game execution means 562 arranges a player character that operates according to the operation of the user of the own device 5 and a player character of the user of the other game device 5 on the game image, and makes the game play against each other. To proceed.

For example, when the own device 5 is operated by a user determined to be matchable by the server device 2, the game execution means 562 executes the game according to the operation of the user.

-Notification control means-
The notification control means 563 controls the screen displayed on the display 61 and the sound output from the speaker 62. For example, when the user plays a game, the notification control means 563 displays the screen sc1 of FIG. 2 on the display 61, and at the same time, gives the BGM corresponding to the screen sc1 of FIG. 2 and the voices of the characters C1 and C2 during the game. Output from the speaker 62.

In particular, when the content data and the operation instruction are sent from the server device 2, the notification control means 563 outputs the screen and / or the sound corresponding to the content data from the display 61 and / or the speaker 62 according to the operation instruction. Let me. For example, when the service request information is "I want you to play the BGM of the game" and the BGM of the game is the content data, the notification control means 563 uses the content data according to the operation instruction "output the game BGM". A certain game BGM is output from the speaker 62.

<Configuration of mobile terminal 8>
The mobile terminal 8 is a smartphone, a tablet, or the like. The mobile terminal 8 has a memory, a CPU and a speaker (none of which are shown), as well as a touch panel 81 and a microphone 82 shown in FIG.

The memory stores software programs and the like of various applications that are started and operated by the mobile terminal 8. The CPU reads and starts the software program as needed to operate the software of the application.

As an example of one screen displayed on the touch panel 81, the screen sc2 of FIG. 4A can be mentioned. On the screen sc2 of FIG. 4A, icons ic1 to ic3 of various application software are arranged so as to be selectable. The application software is set with account information at the time of initial setting of the software so that it can automatically log in to the corresponding server device when it is started.

It is assumed that the icon ic1 for requesting the provision of various services related to the game is selected by the user from the screen sc2. In this case, the mobile terminal 8 automatically logs in to the server device 2, and the CPU of the mobile terminal 8 starts the software program of the application corresponding to the icon ic1. Then, as shown in FIG. 4B, a screen sc3 on which the user can input a request (service request information) regarding the game by utterance is displayed on the touch panel 81. The content spoken by the user from the screen sc3 is input to the mobile terminal 8 via the microphone 82, and is automatically transmitted to the server device 2 as service request information.

<Flow of operation of game system 1>
The operation flow of the game system 1 will be described with reference to FIG.

When the user selects the icon ic1 from the screen sc2 of FIG. 4A displayed on the touch panel 81 of the mobile terminal 8 (step st1), the CPU of the mobile terminal 8 corresponds to the selected icon ic1. Start the software program of the application to be used (step st2). After startup, the mobile terminal 8 is automatically logged in to the server device 2.

The CPU of the mobile terminal 8 displays the screen sc3 of FIG. 4B on the touch panel 81. When the user utters a request regarding the game from the screen sc3, the microphone 82 accepts the utterance content as service request information (step st3). The mobile terminal 8 transmits the input service request information to the logged-in server device 2.

When the information processing means 231 of the server device 2 receives the service request information (step st4), the service providing means 235 performs voice recognition processing using the learning model 235a, and the requested content (that is, the service request information). Contents) will be clarified.

Next, the service providing means 235 causes the learning model 235a to input the play information 221 that has been accumulated in the storage unit 22 so far. The learning model 235a acquires or generates content according to the content of the service request information, and performs necessary processing for providing the service using the content to the user (step st5). The operating means 236 transmits the content data and the operation instruction corresponding to the result of the processing to the game device 5 used by the user who has spoken the service request information (step st6). That is, the acting means 236 causes the result of the processing in step st5 to act on the operation of the game device 5 by transmitting the content data and the operation instruction.

Upon receiving the content data and the operation instruction, the game device 5 performs settings necessary for providing the content to the user, displays the content data, and outputs audio according to the operation instruction (step st7). As a result, the user is provided with a service using the content that matches the user's request.

<Specific examples of service provision using content>
Hereinafter, a specific example of the service provided to the user by the above-mentioned operation flow will be described with reference to the specific contents of the service request information.

(Specific example 1)
It is assumed that the service request information input by the user via the mobile terminal 8 is the information requesting the creation of a training menu for practicing the game.

The service providing means 235 extracts the play information 221 related to the user from the play information 221 accumulated in the storage unit 22 so far and inputs it to the learning model 235a. The learning model 235a grasps a play tendency such as a habit or a weak point of the user by using the input play information 221 and generates training menu information according to the play tendency as content data.

For example, it is assumed that the learning model 235a has grasped from the analysis of the play information 221 that the player character who jumps into the pocket of the enemy character tends to be attacked by the enemy character. .. In this case, the learning model 235a regards this play tendency as the habit and weakness of the user, and generates game data as content data, which is training menu, in which an enemy character appears and the same situation is repeatedly reproduced. The learning model 235a also generates an operation instruction to automatically set the training menu in the game device 5.

The operating means 236 causes the information processing means 231 to transmit the training menu and the operation instruction to the game device 5 of the user. As a result, the acting means 236 causes the game device 5 to set the training menu so that the user can immediately perform the training menu.

The situation is repeatedly displayed on the display 61 of the game device 5. The user can operate and operate his / her own player character in the situation and practice to prevent the enemy character from being attacked.

This allows the user to immediately perform self-contained training to overcome his or her own habits and weaknesses. Therefore, the user does not have to think about the training content by himself / herself after analyzing his / her own habits and weaknesses, and can save the trouble of setting the training content in the game device 5.

(Specific example 2)
It is assumed that the service request information input by the user via the mobile terminal 8 is the information requesting the grasp of the weakness set in the predetermined character.

The service providing means 235 extracts the play information 221 related to the predetermined character from the play information 221 accumulated in the storage unit 22 so far and inputs it to the learning model 235a. The learning model 235a analyzes the input play information 221 focusing on the predetermined character, determines the attributes of the predetermined character, what kind of technique the predetermined character is often damaged by, and the opponent with the enemy character. Understand what kind of character is often damaged. The learning model 235a generates weakness information of the grasped predetermined character.

Further, the learning model 235a also generates countermeasure information regarding effective countermeasures against the weak points by analyzing the play information 221. Examples of countermeasure information include information on a specific character having a high win rate against a predetermined character, command information on techniques and actions that are effective against weak points, and a training menu for learning effective techniques.

The operating means 236 causes the information processing means 231 to transmit the weakness information and the countermeasure information, which are content data, and the operation instruction using the information to the game device 5 of the user. The operation instructions include an operation of automatically displaying weakness information and countermeasure information on the display 61 of the game device 5, and an operation of setting the game device 5 to take countermeasures based on the countermeasure information (for example, an effective technique). Automatic setting of the training menu so that it can be learned, and the action of making a specific character with a high winning percentage appear in a selectable manner).

Weakness information and countermeasure information are notified from the display 61 and / or the speaker 62 of the game device 5. On the display 61, the game screen after the setting for taking countermeasures is automatically displayed.

As a result, the user can easily know the weaknesses of the predetermined character and the countermeasures thereof without searching by himself / herself. In addition, the user can perform such training without having to search the training menu for taking measures by himself / herself.

(Specific example 3)
It is assumed that the service request information input by the user via the mobile terminal 8 is the information requesting the grasp of the popular continuous technique.

The learning model 235a of the service providing means 235 analyzes the play information 221 accumulated so far by focusing on the continuous technique, and acquires the information of the continuous technique whose popularity is higher than the predetermined value and the continuous technique. Generate training menu information and content data. The learning model 235a also generates an operation instruction that the training menu is automatically set in the game device 5.

The operating means 236 causes the information processing means 231 to transmit information on a popular continuous technique, training menu information for acquiring the information, and an operation instruction to the game device 5 of the user. As a result, the action means 236 automatically displays the information of the popular continuous technique on the game device 5, and sets the training menu on the game device 5 so that the user can immediately perform the training based on the training menu information.

On the display 61 of the game device 5, for example, what is a popular continuous technique and command information for performing the continuous technique are displayed. Then, a game image based on the training menu is displayed on the display 61. The user can practice by operating his / her own player character while checking the displayed continuous technique and its command information.

As a result, the user can easily know the popular combo technique without searching by himself / herself. Further, the user can immediately perform training for learning the combo technique without searching and setting by himself / herself.

(Specific example 4)
It is assumed that the service request information input by the user via the mobile terminal 8 is information that requires grasping a highly powerful continuous technique.

The learning model 235a of the service providing means 235 analyzes the play information 221 accumulated so far by focusing on the continuous technique, and the information on the continuous technique in which the damage (effect) given to the opponent's enemy character lactor is higher than the predetermined value. And the training menu information for learning the continuous technique are generated as content data. The learning model 235a also generates an operation instruction that the training menu is automatically set in the game device 5.

The operating means 236 causes the information processing means 231 to transmit information on a high-powered continuous technique, training menu information for acquiring the information, and an operation instruction to the game device 5 of the user. As a result, the action means 236 automatically displays the information of the highly powerful continuous technique on the game device 5, and sets the training menu on the game device 5 so that the user can immediately perform the training based on the training menu information.

On the display 61 of the game device 5, for example, what is a highly powerful continuous technique, command information for delivering the continuous technique, and the like are displayed. Then, a game image based on the training menu is displayed on the display 61. The user can practice by operating his / her own player character while checking the displayed continuous technique and its command information.

As a result, the user can easily know the powerful continuous technique without searching by himself / herself. Further, the user can immediately perform training for learning the combo technique without searching and setting by himself / herself.

(Specific example 5)
It is assumed that the service request information input by the user via the mobile terminal 8 is the information requesting the grasp of the technique capable of avoiding the predetermined attack of the predetermined character.

The learning model 235a of the service providing means 235 analyzes the play information 221 accumulated so far by focusing on the predetermined attack of the predetermined character. The learning model 235a is for acquiring information about a predetermined action and the predetermined action, if there is a predetermined action that can avoid the predetermined attack among the actions taken by the enemy character of the opponent at the time of the predetermined attack. The training menu information is generated as content data.

For example, it is assumed that the learning model 235a grasps that the predetermined attack is a large kick and the predetermined action that can avoid the large kick is a small kick. In this case, the learning model 235a generates game data as training menu information for reproducing a situation in which a predetermined character repeatedly performs a large kick. The learning model 235a also generates an operation instruction to automatically set the training menu in the game device 5.

The operating means 236 causes the information processing means 231 to transmit the information of the predetermined operation, the training menu information, and the operation instruction, which are the content data, to the game device 5 of the user. As a result, the action means 236 automatically displays the information of the predetermined operation on the game device 5, and causes the game device 5 to set the training menu so that the user can immediately perform the training based on the training menu information.

From the display 61 and the speaker 62 of the game device 5, a predetermined character that repeatedly performs a large kick, which is a predetermined attack, information that a predetermined action that can avoid this is a small kick, command information for delivering a small kick, and the like are notified. Will be done. Then, a game image based on the training menu is displayed on the display 61. The user can practice by operating his / her own player character while checking various information.

As a result, the user can easily know what kind of operation the technique that can avoid the predetermined attack is, without searching by himself / herself. In addition, the user can immediately perform training to learn the workaround without having to search and set it by himself.

(Specific example 6)
Suppose a user wants to practice a match against another user who is a rival player. In this case, the service request information input by the user via the mobile terminal 8 becomes information requesting the creation of a training menu for coping with the game play of another user.

The service providing means 235 plays with respect to another user who is a rival player, that is, another user different from the user who has performed the input operation of the service request information, from the play information 221 accumulated in the storage unit 22 so far. Information 221 is extracted and input to the learning model 235a. The learning model 235a uses the play information 221 to grasp play tendencies such as player characters, special moves, habits, and weaknesses that the user is good at, and provides training menu information according to the play tendencies as content data. Generate as.

For example, it is assumed that the learning model 235a grasps a player character that is often operated by another user and an action that the character always takes when releasing a special move by analyzing the play information 221. In this case, the learning model 235a regards this play tendency as a habit of another user, and generates game data as content data, which is training menu, in which the character appears and the same situation is repeatedly reproduced. The learning model 235a also generates an operation instruction to automatically set the training menu in the game device 5.

The operating means 236 causes the information processing means 231 to transmit the training menu and the operation instruction to the game device 5 of the user who has performed the service request information input operation. As a result, the acting means 236 causes the game device 5 to set the training menu so that the user can immediately perform the training menu.

The situation is repeatedly displayed on the display 61 of the game device 5. The user can operate and operate his / her own player character in the situation, and can practice to avoid receiving the special move of the player character operated by another user.

As a result, the user can immediately perform dedicated training for overcoming the habits of other users who are rival players. Therefore, the user does not have to think about the training content by himself / herself after analyzing the habits of other users, and can save the trouble of setting the training content in the game device 5.

Summarizing the above, the game-related service providing program of the present embodiment differs from the mobile terminal 8 (game device 5) in the control unit 23 (computer) and the service request information (game-related request information) input by the user. To provide a service using contents matching the service request information by using the information processing means 231 (reception means) received from the other device) and the play information 221 related to at least one or more past game plays. The service providing means 235 that performs the processing and the acting means 236 that causes the result of the processing performed by the service providing means 235 to act on the operation of the game device 5 operated by the user are made to function.

<Effect of invention>
According to the present embodiment, when the user inputs the service request information from the mobile terminal 8, the server device 2 effectively utilizes the play information 221 accumulated so far and uses the content that matches the request information. Performs the processing necessary to provide the existing service to the user. The server device 2 causes the result of the process to affect the operation of the game device 5 of the user. As a result, various user requests regarding the game can be fulfilled via the game device 5. Therefore, the user can naturally feel the interest and interest in the game through the game device 5 not only from the viewpoint of playing the game but also from various viewpoints.

Examples of the service include the following (a) to (e).
(A) Provision of information on a combo (continuous technique) that is relatively popular or effective for a predetermined character that operates in the game virtual space according to a user's operation (b) A predetermined character that can avoid a predetermined attack. Providing information on operations (c) Setting training menus for individual users (d) Providing weakness information for a given character (e) Providing effective countermeasure information for those weaknesses Services that can be provided to users in this way Since the contents of the above are ambiguous, the game-related service providing program can meet various requests of users.

Specifically, when the service request information is "I want you to create a training menu", the service providing means 235 uses the user's own play information 221 that has performed the input operation of the request information to play the user. Generate a training menu according to the tendency. The means of action 236 causes the game device 5 to set this training menu. In this case, the user can improve the habit or overcome the weakness by the training menu generated according to the habit or weakness without having to analyze the habit or weakness and think about the training menu. it can.

When the service request information is "I want you to create a training menu", the service providing means 235 uses the play information 221 of another user different from the user who input the request information, and uses the play information 221 of another user. Generate a training menu according to the play tendency. The operating means 236 causes the game device 5 of the user who has performed the input operation of the service request information to set the training menu. In this case, the user does not have to analyze the habits of other users and think about the training content by himself, but can counter the game operations of other users by the training generated according to the habits of other users. You can practice.

Specifically, when the service request information is "I want you to tell me the weaknesses of the predetermined character", the service providing means 235 uses the enormous amount of play information 221 accumulated so far, together with the weakness information of the predetermined character. , Generate countermeasure information on effective countermeasures against the weaknesses. The operating means 236 notifies the game device 5 of this weakness information, and makes the game device 5 set to take countermeasures based on the countermeasure information. In this case, the user can know the weakness of the predetermined character through the game device 5 without searching for the weakness, and can automatically perform the weakness without considering training for learning effective countermeasures against the weakness. it can.

[Other Embodiments]
The various control means and processing procedures described in the embodiments are examples and are not intended to limit the scope of the present invention, its applications, or its uses. Various control means and processing procedures can be appropriately redesigned without changing the gist of the present invention.

The game is not limited to a fighting game, and can be applied to any kind of game such as an action game or a card game. For example, the game can also be applied to a cooperative game in which a plurality of users cooperate to advance the game. Further, when the game is a battle type, the game is not limited to one-to-one play, and can be applied to a plurality of one-to-many play.

The method of inputting the service request information is not limited to the utterance, and may be a method in which the user manually inputs the service request information via the touch panel 81 of the mobile terminal 8.

Further, the service is provided to the mobile terminal 8. That is, the server device 2 may perform the processing necessary for providing the service, and then transmit the content data and the operation instruction as a result of the processing to the mobile terminal 8. In this case, the service using the content is provided to the user via the mobile terminal 8.

For example, when the service request information "I want you to play the BGM of the game" is input to the mobile terminal 8, the server device 2 transmits the game BGM data to the mobile terminal 8 and outputs it from the speaker of the mobile terminal 8. You may let it. When the service request information "Please tell me the popular combo ranking" is input to the mobile terminal 8, the server device 2 generates the information of the popular combo ranking and uses this as the touch panel 81 of the mobile terminal 8. It may be displayed on the screen or output from the speaker.

In the above embodiment, the game device 5 and the mobile terminal 8 communicate with the server device 2, respectively, but the game device 5 and the mobile terminal 8 do not communicate with each other. However, communication may also be performed between the game device 5 and the mobile terminal 8.

The device that transmits the service request information to the server device 2 is not limited to the mobile terminal 8, and may be a game device 5 or another device (personal computer or the like) different from the game device 5. That is, the user can input the service request information to the game device 5 or another device different from the game device 5. Here, the other device may be a device other than the game device 5 and may be a device having a communication function.

The process required for providing the service by the service providing means 235 may be executed, for example, by executing a program without using the learning model 235a.

When the service providing means 235 executes the necessary processing in the program, the program may be updated at an appropriate timing so that the accuracy of the processing required for providing the service is improved.

Even when these other embodiments are adopted, the effects of the present invention are exhibited. It is also possible to appropriately combine this embodiment with other embodiments and other embodiments.

1 Game system 2 Server device 5 Game device 8 Mobile terminal 22 Storage unit 23 Control unit (computer)
231 Information processing means (receiving means)
235 Service Providing Means 236 Acting Means

Claims (4)

Computer,
Service providing means to provide services related to games to users,
To function as
The service uses content and
The service providing means
Has a learning model
By the learning model, the play tendency of the other user is acquired by using the play information about the past game play of the other user.
Based on the play tendency, content data for operating the character in the virtual space is generated.
A game-related service provision program characterized by this. In the game-related service providing program of claim 1,
The service providing means generates training menu information according to the play tendency as the content data by the learning model.
A game-related service provision program characterized by this. In the game-related service providing program of claim 1 or 2.
The service providing means causes a character based on the play tendency to appear as an opponent.
A game-related service provision program characterized by this. A storage unit that stores the game-related service providing program according to any one of claims 1 to 3.
A computer that executes the game-related service provision program, and
A server device that comprises.