KR20200068552A - Method and apparatus for providing contents in game program - Google Patents

Abstract

Disclosed are a method for providing personalized content and an apparatus thereof. According to the present invention, the method for providing personalized content may comprise the steps of: receiving game play data of a game user; determining whether a game play history of the game user satisfies a preset condition based on the game play data; determining a weakness in the gameplay of the game user based on the gameplay data, when the gameplay history satisfies the preset condition; determining personalized training content corresponding to the determined weakness; and providing the determined personalized training content to the game user.

Description

Apparatus and method for providing personalized content in game programs{METHOD AND APPARATUS FOR PROVIDING CONTENTS IN GAME PROGRAM}

The embodiments below relate to technology for providing content in a game program.

Game programs provided online can play games with unspecified people at a remote location, and play games according to various game powers. Game users can spend a lot of time playing games to improve their gameplay skills. When the limit of skill improvement is reached through practice through time-sharing, the game user may no longer lose interest in the game program, and the game user may deviate.

Currently, the only way to prevent game users from deviating is to implement a method that matches game users with similar levels to maintain interest in the game. In addition, the tutorial provided by the game program itself is only related to a simple operation in the beginning, does not reflect the situation of the game user, and does not provide learning information for improving the skill after the user's game play has progressed to some extent. .

A method of providing personalized training content to a game user according to an embodiment includes receiving game play data of the game user; Determining whether a game play history of the game user satisfies a preset condition based on the game play data; Determining a weakness in the game play of the game user based on the game play data when the preset condition is satisfied; Determining the personalized training content corresponding to the determined weakness; And providing the determined personalized training content to the game user.

According to an embodiment, the determining of the weakness may include determining the weakness based on data on a user input performed by the game user obtained through the game play data.

According to an embodiment, determining the weakness based on data for the user input may include determining a failure rate for the user input based on an invalid user input among user inputs received for a predetermined time; Determining the user input received for the predetermined time as an invalid user input when the determined failure rate is greater than or equal to a preset threshold; And determining a first weakness based on the invalid user input and a situation occurring after the predetermined time.

According to an embodiment, the determining of the weakness based on the data for the user input may include determining a second weakness based on a situation occurring after the predetermined time when the failure rate is less than the preset threshold. The step of determining may be further included.

According to one embodiment, the determining of the weakness of the user is located within a predetermined distance range from the first game character of the game user on the game program, and the second game character existing in the field of view of the first game character As a result, it can be determined that the first game character is negatively affected as the third weakness.

According to one embodiment, the step of determining the weakness of the user is located within a predetermined distance from the first game character of the game user on a game program, and the second game character does not exist in the field of view of the first game character By this, it can be determined that the first game character is negatively affected as the fourth weakness.

According to an embodiment, the step of determining the personalized training content may determine training content that repeats game play related to the determined weakness.

According to an embodiment, the determining of the personalized training content may determine training content that repeats game play in a situation in which sound or vibration related to the second character is largely set.

According to an embodiment, a method for providing training content may include determining whether the weakness has been overcome based on a game play result of the game user for the personalized training content; And when it is determined that the weakness is overcome, providing feedback to the game user.

According to one embodiment, the personalized training content may be provided in the form of a mission or tutorial set based on a predetermined goal.

According to an embodiment, determining whether the predetermined condition is satisfied is determined based on whether the game play time of the game user or the level of the game character of the game user exceeds a predetermined threshold value. It is possible to decide whether the conditions are satisfied.

According to another embodiment, a content providing method for providing personalized content to a game user includes receiving game play data of the game user; Determining whether game play of the game user determined based on the game play data satisfies a preset condition; If it is determined that the preset condition is satisfied, generating the personalized content based on content related to the game play; And providing the generated personalized content to the game user.

According to another embodiment, the step of generating the personalized content may include the step of generating the personalized content based on a replay for the game play.

According to another embodiment, the generating of the personalized content may include generating the personalized content based on training content for improving the game play.

According to another embodiment, the step of generating the personalized content may include generating the personalized content based on a replay of game play of another game user related to the game play.

An apparatus for providing content according to an embodiment includes a memory and a processor, and the memory stores instructions executable by the processor,

When the instructions are executed by the processor, the processor determines whether the game play history of the game user satisfies a preset condition based on game play data, and when the preset condition is satisfied, the game play A weakness of the game user may be determined based on data, the personalized training content corresponding to the determined weakness may be determined, and the determined personalized training content may be provided to the game user.

The content providing apparatus according to another embodiment includes a memory and a processor, the memory stores instructions executable by the processor, and when the instructions are executed by the processor, the processor is a game user's It is determined whether the game play of the game user determined based on game play data satisfies a preset condition, and when the predetermined condition is determined to be satisfied, the personalized content is based on content related to the game play Create and provide the generated personalized content to the game user.

1 is a view for explaining the operation of the personalized content providing system in an embodiment.
2 shows a network configuration diagram of a content providing system according to an embodiment.
3 is a flowchart illustrating a method for providing personalized training content according to an embodiment.
FIG. 4A is a diagram for explaining an operation in which a content providing apparatus according to an embodiment determines a weakness in game play based on a user input to a user terminal of a game user.
4B is a flowchart illustrating an operation in which a content providing apparatus according to an embodiment determines a weakness of a game user based on user input.
5 is a diagram for describing an operation of a content providing apparatus according to an embodiment to determine third and fourth weaknesses.
6 is a flowchart illustrating a method for providing content according to an embodiment of the present invention.
7 is a view showing the overall configuration of a content providing apparatus according to an embodiment.

Hereinafter, embodiments will be described in detail with reference to the accompanying drawings. However, various changes may be made to the embodiments, and the scope of the patent application right is not limited or limited by these embodiments. It should be understood that all modifications, equivalents, or substitutes for the embodiments are included in the scope of rights.

The terms used in the examples are used for illustrative purposes only and should not be construed as limiting. Singular expressions include plural expressions unless the context clearly indicates otherwise. In this specification, the terms "include" or "have" are intended to indicate the presence of features, numbers, steps, actions, components, parts or combinations thereof described herein, one or more other features. It should be understood that the existence or addition possibilities of fields or numbers, steps, operations, components, parts or combinations thereof are not excluded in advance.

Unless otherwise defined, all terms used herein, including technical or scientific terms, have the same meaning as commonly understood by a person skilled in the art to which the embodiment belongs. Terms such as those defined in a commonly used dictionary should be interpreted as having meanings consistent with meanings in the context of related technologies, and should not be interpreted as ideal or excessively formal meanings unless explicitly defined in the present application. Does not.

In addition, in the description with reference to the accompanying drawings, the same reference numerals are assigned to the same components regardless of reference numerals, and redundant descriptions thereof will be omitted. In describing the embodiments, when it is determined that detailed descriptions of related known technologies may unnecessarily obscure the subject matter of the embodiments, detailed descriptions thereof will be omitted.

1 is a view for explaining the operation of the content providing system in an embodiment.

In the case of a game program in which a competitive element exists among game users, such as a ranking calculated between game users, after the game user starts a new game play for the game program, the growth of the game play ability of the game user is slowed down. In this case, the game user may feel boredom. A game user who feels bored about the game program may increase the probability of dropping out of the game program by stopping game play for the game program.

The content providing system proposed in the present specification may provide content that allows the game user to improve the game play ability at a predetermined time point as the growth rate of the game play ability of the game user is slowed down. The content providing system may maintain interest in the game program of the game user through the provided content. The game user can improve the game play ability through the provided content, and may increase the probability of continuing the game play for the game program based on the improved game play ability.

In addition, the content providing system can continuously monitor the game play of the game user based on the game play data, and based on the monitoring result, the game play of the game user satisfies a predefined condition in relation to the weakness in the game play. In this case, personalized content capable of improving game play may be provided based on content related to the corresponding game play. Game users can identify their game play problems through personalized content provided, and improve problems through training. In addition, the content providing system provides a game user with a replay image of gameplay of another game user for gameplay, so that the game user can improve his or her gameplay based on the gameplay of another user. Means can be provided.

FIG. 1 shows an example of how a content providing system determines weaknesses in gameplay of a game user and provides personalized content based on the determined weaknesses. The screens 110 and 120 may be screens displayed on a user terminal of a game user who plays a game program of the first-person shooter (FPS) genre. The game user succeeds in shooting the target 111 that is close to the game character as displayed on the screen 110, but the target 121 is located at a distant location from the game character as displayed on the screen 120. ) Can fail.

The content providing system may provide personalized content capable of improving the game play ability of the game user based on the game play data of the game user. For example, the content providing system may determine that the game user who has progressed the game play in the situation described through the screens 110 and 120 has a weakness in the ability to shoot the target 121 existing at a long distance, It is possible to provide game users with personalized content 130 capable of improving shooting ability for a long-range target. The personalized content 130 may include training content that allows a game user to replay his/her game play again, and training to repeat shooting for a target existing at a long distance.

Hereinafter, the operation of the content providing system will be described in more detail through the accompanying drawings.

2 shows a network configuration diagram of a content providing system according to an embodiment.

As illustrated in FIG. 2, the content providing system may be configured to be connected through a content providing device 210 and a plurality of user terminals 231, 232, 233 and 234 through a communication network 220 such as the Internet. The content providing device 210 may be configured based on a game server implemented through a web server or may be implemented through a configuration distinct from the game server. The content providing device 210 may provide personalized content provided in the game program to the user terminals 231, 232, 233, and 234 through a communication network such as the Internet.

The user terminals 231, 232, 233, and 234 are terminals capable of accessing a server through a communication network with a communication function, and any of various electronic devices widely distributed to general users today, such as smartphones, PCs, tablets, and laptops. It may be one, but may include any communication device not limited to this. A client program is installed in the user terminals 231, 232, 233, and 234, and may be connected to the content providing device 210 through the program.

The content providing device 210 may determine whether the game play history of the game user satisfies a preset condition based on the game play data of the game user, and provide personalized content to the game user based on the determination result. have. The content providing device 210 determines that the gameplay history of the game user has reached the level of feeling bored based on the game play time of the game user and whether the level of the retained game character exceeds a predetermined threshold, and the game It is possible to provide personalized content capable of improving gameplay ability of game users so that users can maintain interest. The content providing device 210 may provide personalized content when it is determined that a weakness exists to the game user in a manner described later, and may not provide personalized content when it is determined that the weakness does not exist.

In providing content to the game user, the content providing device 210 may determine a weakness in the gameplay of the game user based on the game play data, and provide personalized content generated in response to the determined weakness.

In addition, the content providing device 210 may continuously monitor the game play of the game user based on the game play data received in real time, and as a result of the monitoring, if the game play of the game user satisfies a preset condition, the game user Can provide personalized content to improve gameplay skills.

3 is a flowchart illustrating a method for providing personalized training content according to an embodiment.

Referring to FIG. 3, in step 310, the content providing device may receive game play data of a game user. For example, the game play data may be log data generated in the course of executing the game program, information about the character type of the game user, information about the level, information about the game play type performed by the game user, game It may include information related to any game play, including information on when the play was performed.

In step 320, the content providing device may determine whether the game user's game play history satisfies a preset condition based on the received game play data. The game play history means information about the experience of the game user who progressed the game play after the game user has signed up for the game program, and the content providing device determines whether the game play history of the game user satisfies a preset condition. Based on this, it may be determined whether the game user has reached a time when he/she feels bored due to the stagnation of game play skill improvement.

The content providing device may determine whether the game play history satisfies a preset condition based on whether the accumulated game play time of the game user or the level of the game character of the game user exceeds a predetermined threshold. For example, the content providing device, when the game play time after which the game user performed the game play after performing the membership registration for the game program exceeds 100 hours, when the game character of the game user exceeds level 20 , If the number of times the game user has played the match exceeds 20 times, it may be determined that the game play history of the game user satisfies a preset condition. The content providing device may determine a game user whose game play history satisfies a preset condition as a game user who feels bored with the game program, and provide personalized content capable of improving game play ability to the game user.

In step 330, the content providing device may determine a weakness in the gameplay of the game user based on the gameplay data when the gameplay history satisfies a preset condition. When the content providing apparatus determines that the game user is a user who feels bored with the game play based on the game play history, the game user may determine the weakness of the game user on the game play based on the game play data. Weaknesses in gameplay may mean gameplay with room for improvement among gameplays of game users, and may be determined based on whether or not each gameplay of game users satisfies a predetermined condition with respect to weaknesses. have. For example, the kind of weakness is that the game user has poor manipulation of the interface provided by the game program, the game user does not know exactly how to use the skill, and the game user does not use the appropriate skill for each situation. It may include things that cannot be done. A specific method of determining weaknesses in game play based on game play data of the game user will be described based on FIGS. 4A, 4B, and 5 attached below.

In step 340, the content providing device may determine personalized training content based on the determined training content corresponding to the weakness of the game user, and provide the determined personalized training content to the game user. The training content may refer to content capable of improving game play corresponding to the weakness of the game user. The personalized training content may mean personalized training content in response to a weakness of the game user. Training content may be provided in the form of a mission that is set based on a predetermined goal. For example, training content may be provided to a game user in the form of a mission that aims to perform a game play corresponding to a weakness a predetermined number of times, and rewards according to the mission success may be provided according to an embodiment. . In addition, training content may be provided in the form of a tutorial. For example, training content may be provided in a step-by-step guide to a method of performing game play corresponding to a weakness, and may be provided in a form in which a game user can perform an operation according to the guide.

In step 350, the content providing device may determine whether the weakness has been overcome based on the game play data of the game user who has finished playing the training content. The content providing device may acquire game play data for a subsequent game play of a game user who has completed play for training content, and determine whether a weakness has been overcome based on the obtained game play data. For example, the content providing device has overcome the existing weakness based on the result of the determination as to whether the subsequent game play of the game user who has completed the play for the training content satisfies a predetermined condition related to the weakness again. Can judge. In addition, the content providing device may determine whether the weakness of the game user has been overcome based on any predetermined conditions related to game play.

When it is determined that the weakness of the game user has been overcome, the content providing device may provide feedback to the game user through step 360. For example, the content providing device may provide information about the type of weakness overcome to the game user through feedback, and the feedback may be provided based on an arbitrary message delivery method such as a message in a game program or a pop-up.

If it is determined that the weakness of the game user has not been overcome, the content providing device may additionally provide training content to the game user.

4A is a diagram for explaining an operation in which a content providing apparatus according to an embodiment determines a weakness in game play based on a user input to a user terminal of a game user.

The user terminal 400 illustrated in FIG. 4A may include interfaces 410 and 420 provided for user input in a game program. The interface 410 may be an interface for receiving user input related to movement of a game character in a game program, and the interface 420 may be an interface for receiving user input related to operation in a game program other than movement. The inputs 411, 412, 413, 414, 421, 422, and 423 shown by dotted lines may refer to user inputs performed by game users.

The content providing device may determine the weakness of the game user based on the data about the user input of the game user obtained based on the game play data. Game users who are not good at manipulating game programs are more likely to perform invalid user input to interfaces 410 and 420. The content providing device may determine a weakness related to the skill level of the game user's interface manipulation based on the data on the user input. The content providing device determines a failure rate for user input based on the number of invalid user inputs among the number of user inputs received during a predetermined time, and if the determined failure rate is greater than or equal to a preset threshold, the user inputs for a predetermined time The input can be determined as an invalid user input. For example, the inputs 411, 412, and 414 of the interface 410 may be determined as a valid user input by being input into a predetermined cross-shaped area as a valid area, but the input 413 may be input outside the cross-shaped area. And may be determined as invalid user input. In the same way, the inputs 421 and 422 of the interface 420 may be determined as valid user inputs by being input into a predetermined circular region as a valid region, but the input 423 may be determined as an invalid user input.

The content providing device may determine a failure rate for the user input based on an invalid user input among user inputs received for a predetermined time (eg, 1 second). For example, if the input to the interface for movement (411, 412, 413, 414) is made for 1 second, the content providing device may determine the failure rate to 1/4, and the determined failure rate is greater than or equal to a preset threshold , The inputs 411, 412, 413, 414 to the interface 410 for movement may be determined as invalid user inputs.

The content providing device may determine the first weakness based on information about the invalid user input and the generated negative situation when the situation occurring after the predetermined time for determining the validity of the user input is the negative situation. For example, the inputs 411, 412, 413, 414 are determined to be invalid based on the failure rate calculated for the inputs 411, 412, 413, 414 for the interface 410 for movement, and then the game When the game character of the user is attacked, the content providing device may determine that there is a first weakness in which the game user cannot perform valid input to the interface 410. If a negative situation does not occur after the inputs 411, 412, 413, and 414 determined to be invalid, the content providing device may determine that the first weakness does not exist to the game user.

The content providing device determines the second weakness based on the information on the negative situation when the calculated failure rate is less than a preset threshold, and the situation occurring after a predetermined time to determine the validity of the user input is a negative situation. Can be. For example, in the case of an RPG (Roll Playing Game) game program, a negative character is a game character that is damaged despite a control based on user input for a predetermined time, and a user in the case of a baseball game program It may mean that a negative event defined in the game program has occurred, such as a case in which a swing is performed despite a skill related to hitting through input. More detailed operations for determining the first and second weaknesses are specifically described with reference to FIG. 4B.

4B is a flowchart illustrating an operation in which a content providing apparatus according to an embodiment determines a weakness of a game user based on user input.

Referring to FIG. 4B, the content providing device determines a failure rate for user input based on an invalid user input among user input received during a predetermined time in step 331 in step 330 of determining weaknesses of game users. Can decide.

In step 332, the content providing device determines whether the failure rate is greater than or equal to a predetermined threshold, and if the failure rate is greater than or equal to a preset threshold, invalid user input of the user input received for a predetermined time through step 333 You can decide.

The content providing device may determine the first weakness of the game user based on the invalid user input through the step 334 and the situation occurring after a predetermined time through the step 334 when the situation occurring after the step 333 is a negative situation. The content providing apparatus may determine that the first weakness exists in the game user when a negative situation occurs after the invalid user input, based on the relationship between the invalid user input and the situation that occurs later. For example, if a negative situation occurs after determining that the user input to the input interface is invalid, the content providing device may determine that the game user has a first weakness that does not perform valid input to the input interface.

If the failure rate calculated in step 332 is smaller than the preset threshold, the content providing device is based on a situation that occurs after a predetermined time to determine the validity of the user input through step 335, the second of the game user Weaknesses can be determined. For example, if it is determined that the user input for movement is valid and the game character is attacked after the game character has been moved, the content providing device may have a weakness for the direction control ability of the game user or use of skill related to avoidance. It can be determined that weaknesses exist. In another example, when a skill based on user input is used, but a game character of a game user is killed by a game character of another game user due to a difference in damage per hour corresponding to the used skill, the content providing device is Based on the situation, it may be determined that the game user has the second weakness for the skill use method.

The first weakness may mean that the game user lacks the ability to perform valid user input, and the second weakness may allow the game user to perform valid user input, but may be appropriately predefined for the game program in the context of the occurrence. It may mean that you lack the ability to perform an action. The example presented in relation to the movement of the game character in the process of explaining the first and second weaknesses is only an example for explanation, and the first and second weaknesses can be applied to any situation related to the meaning described above. have.

5 is a diagram for describing an operation of a content providing apparatus according to an embodiment to determine third and fourth weaknesses.

The content providing device is a third in that a game user's weakness in game play occurs based on a narrow field of view within the game program, i.e., the game user's ability to perform game play on a game character far away from the game character. We can decide by weakness. The content providing device is located within a predetermined distance range from the first game character of the game user on the game program, and the third game character is negatively affected by the second game character existing in the field of view of the first game character. We can decide by weakness. For example, as shown in (a)(510), the content providing device is located in the field of view 512 of the first game character 511 of the game user and is further away from the preset distance 513. The third weakness determines that the first game character 511 from the game character 514 is negatively affected (for example, being shot in the case of an FPS game), so that the game user has a weakness in game play related to the field of view. You can decide to have.

The content providing device is a weakness in game play for game play performed through the hearing ability of the game user, that is, because it does not exist in the field of view of the game user, the fourth weakness is that the ability to perform game play based on the generated sound is insufficient You can decide. The fourth weakness is that the content providing device is negatively affected by the first game character by the third game character located within a predetermined distance from the game user's first game character and not in the field of view of the first game character on the game program. You can decide. For example, as shown in (b) 520, it does not appear on the game screen because it does not exist in the field of view 522 of the game user's first game character 521, but is located within a preset distance 523 The third game character 524 may provide sound (eg, footsteps, breath sounds, etc.) to the game user, and the game user may proceed with game play based on the sound provided. The content providing device is the fourth that the first game character 521 is negatively affected (for example, being shot in an FPS game program) from the third game character 524 existing within the preset distance 523. By determining the weakness, the game user can determine that there is a weakness in the game play based on the sound.

According to an embodiment, the content providing device may determine personalized training content through training content that repeats game play related to the determined weakness. In addition, the content providing apparatus includes personalized training content including training content for repeating game play identical to game play for a situation in which the weakness of the game user is determined and training content for repeating game play for situations similar to a situation for which the weakness is determined. Can decide.

In addition, in generating personalized training content related to the third weakness, the content providing device is based on training content that repeats game play based on a situation in which sound or vibration associated with the third game character is set larger than a preset level. Personalized training content can be determined. The content providing device may determine the personalized training content based on the training content in which the difficulty associated with the third game character is gradually reduced and the difficulty level is continuously increased. In addition, in the content providing apparatus, training content may be implemented through a situation (for example, an environment corresponding to a room in a game program) that is easy for training related to hearing related to the third weakness.

When it is determined that a plurality of weaknesses exist in the game user, the content providing device may generate personalized training content through a combination of training contents corresponding to the weaknesses of the game user.

6 is a flowchart illustrating a method for providing content of the present invention according to an embodiment.

According to the description provided above, the content providing device may provide personalized training content capable of compensating for the weakness in game play to game users whose game play history exceeds a predetermined level.

In addition, the content providing device monitors the game play of the game user regardless of the game play history and, based on the monitoring result, when the game play of the game user satisfies a predetermined condition, is associated with game play that satisfies the preset condition. Personalized content can be provided to game users. The personalized content may include replays for game play in addition to the training content described above. Hereinafter, a content providing method will be described in more detail through the flowchart of FIG. 6.

In step 610, the content providing device may receive game play data of the game user from the user terminal. The game play data may be log data generated according to game play as described above.

In step 620, the content providing device may determine whether the game play of the game user determined through the game play data satisfies a predetermined condition. The content providing device may determine whether a predetermined condition is satisfied based on whether a game user's game play corresponds to a predefined condition in relation to a weakness in the game play. Specifically, when it is determined that the game play of the game user corresponds to at least one of the first to fourth weaknesses described above, the content providing device may determine that the game play of the game user satisfies a preset condition. have.

The content providing device generates personalized content based on the content related to game play through step 630 when the game play satisfies a preset condition, and provides the personalized content generated through step 640 to the game user Can provide.

The content providing device may generate personalized content based on the replay of the game play determined to exist at least one of the first to fourth weaknesses. The content providing apparatus may provide a means for the game user to recognize his or her weakness by providing replay to the game user.

The content providing device may generate personalized content based on training content for game play determined to exist at least one of the first to fourth weaknesses. The training content may be the same as the training content described through FIGS. 3 to 5.

The content providing device may generate personalized content based on the replay of the gameplay of another game user with respect to the gameplay determined to have at least one of the first to fourth weaknesses. For example, the content providing device may provide game users with replays for game play of other game users (eg, high-ranking game users in the game) for game play determined to have weaknesses. Game users can be provided with a means to refer to the play of other game users (users who are better than game users) for game play where weaknesses exist, and can improve their weaknesses based on the replays provided. have.

The content providing device may determine whether the weakness of the game user has been overcome based on the subsequent game play of the game user who has played the provided personalized content, and when the weakness of the game user has been overcome, the Feedback may be provided to game users. The method of providing feedback is the same as the method described above.

7 is a view showing the overall configuration of a content providing apparatus according to an embodiment.

Referring to FIG. 7, the content providing apparatus 700 may include a processor 710, a memory 720, and a communication interface 730. According to an embodiment, the apparatus 700 for providing content may further include a database 740. The content providing device 700 may correspond to the content providing device 210 of FIG. 2.

The memory 720 may be connected to the processor 710 and store instructions executable by the processor 710, data to be processed by the processor 710, or data processed by the processor 710. Memory 720 includes non-transitory computer-readable media, such as high-speed random access memory and/or non-volatile computer-readable storage media (eg, one or more disk storage devices, flash memory devices, or other non-volatile solid state memory devices). It can contain.

The communication interface 730 provides an interface for communicating with an external device (eg, a user terminal). The communication interface 730 may communicate with external devices through a wired or wireless network.

The database 740 may store information and data necessary for the content providing device 700 to operate. For example, the database 740 may store data on predetermined conditions for determining weaknesses in game play, data on content corresponding to each weakness, and the like.

The processor 710 executes functions and instructions for executing in the content providing device 700 and controls the overall operation of the content providing device 700. The processor 710 determines whether the game play history of the game user satisfies the preset condition based on the game play data received from the user terminal, and when the game play history satisfies the preset condition, the game play data Based on the game user's weakness in game play, personalized training content corresponding to the determined weakness can be determined, and the determined personalized training content can be provided to the game user.

The processor 710 may perform one or more operations related to the content providing apparatus in the method for providing training content and the method for providing content described in FIGS. 1 to 6.

According to an embodiment, the processor 710 determines the first weakness or the second weakness on the game play based on the data on the user input performed by the game user obtained through the game play data, and corresponds to the determined weakness. Provide personalized training content.

In addition, the processor 710 is positioned within a predetermined distance range from the first game character of the game user on the game program, and the first game character is negatively affected by the second game character existing in the field of view of the first game character The first game character is negatively affected by the third game character determined as the third weakness, or located within a predetermined distance from the game user's first game character on the game program, and not in the field of view of the first game character. The received weakness may be determined as the fourth weakness, and personalized training content corresponding to the determined weakness may be provided.

Then, the processor 710 continuously monitors the game play of the game user, and as a result of the monitoring, when the game play of the game user corresponds to the weakness in the game play, provides personalized content corresponding to the game play corresponding to the weakness can do. Personalized content may include replays for game play, training content, and the like.

The device described above may be implemented with hardware components, software components, and/or combinations of hardware components and software components. For example, the devices and components described in the embodiments include, for example, processors, controllers, arithmetic logic units (ALUs), digital signal processors (micro signal processors), microcomputers, field programmable gate arrays (FPGAs). , A programmable logic unit (PLU), microprocessor, or any other device capable of executing and responding to instructions, may be implemented using one or more general purpose computers or special purpose computers. The processing device may run an operating system (OS) and one or more software applications running on the operating system. In addition, the processing device may access, store, manipulate, process, and generate data in response to the execution of the software. For convenience of understanding, a processing device may be described as one being used, but a person having ordinary skill in the art, the processing device may include a plurality of processing elements and/or a plurality of types of processing elements. It can be seen that may include. For example, the processing device may include a plurality of processors or a processor and a controller. In addition, other processing configurations, such as parallel processors, are possible.

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

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

As described above, although the embodiments have been described by a limited embodiment and drawings, those skilled in the art can make various modifications and variations from the above description. For example, the described techniques are performed in a different order than the described method, and/or the components of the described system, structure, device, circuit, etc. are combined or combined in a different form from the described method, or other components Alternatively, even if replaced or substituted by equivalents, appropriate results can be achieved.

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

Claims (1)

In the method of providing personalized training content to game users,
Receiving game play data of the game user;
Determining whether a game play history of the game user satisfies a preset condition based on the game play data;
Determining a weakness in the game play of the game user based on the game play data when the game play history satisfies a preset condition;
Determining the personalized training content corresponding to the determined weakness; And
Providing the determined personalized training content to the game user
Personalized training content providing method comprising a.

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