KR102492281B1 - Apparatus, method and computer program for suggesting game progress mode - Google Patents

Abstract

obtaining game statistical information; determining a new user's game skill level based on the acquired game statistical information; and recommending a game progress mode to the new user according to the determined game skill level of the new user.

Description

How to recommend game progress mode, device and computer program {APPARATUS, METHOD AND COMPUTER PROGRAM FOR SUGGESTING GAME PROGRESS MODE}

The present invention relates to a method of recommending a game progressing mode, and more particularly, to a method of recommending a game progressing mode to a new user based on the game skill level of the new user.

With the development of computing devices and network environments, the number of users who enjoy online-based games using various wired and wireless communication devices is greatly increasing.

However, since various online games are played in different genres, different methods, and with different difficulty levels, users have difficulty choosing the difficulty of the game or whether or not to proceed with the tutorial. In particular, it is difficult for a game service provider to recommend a suitable game progress mode for a new user who is provided with a game service without information for the first time.

In the previous game service, the user directly selected the difficulty level and whether or not to proceed with the tutorial. However, since the user is forced to make a choice in a state of lack of information about the game, in the end, the user who did not select the appropriate difficulty level or the appropriate character feels that the game is too difficult or too boring and stops using the game service has often occurred.

Therefore, in order to solve this problem, a method for recommending an improved game progress mode is required.

It is intended to provide a method for recommending a game progress mode suitable for new users.

According to some embodiments of the present disclosure, a method for recommending a game progress mode includes acquiring game statistical information; determining a new user's game skill level based on the acquired game statistical information; and recommending a game progress mode to the new user according to the determined game skill level of the new user.

The game statistical information may be selected from among statistical information in the test version of the game of the new user or statistical information in the cross game of the new user, and statistical information of a plurality of other users in the game for a predetermined period or for a predetermined number of games. may contain at least one.

The step of determining the game proficiency of the new user may include comparing statistical information in a game test version of the new user or statistical information in a cross game of the new user with game statistical information of the plurality of other users to determine the new user's game proficiency level. of game proficiency can be predicted.

The step of determining the game proficiency of the new user may include acquiring information on game results for a predetermined period of time during which the new user played the game or for a predetermined number of games, and obtaining information on the acquired game results and the acquired game results. The game skill level of the new user may be determined by comparing the game statistical information.

The statistical information may include at least one of win rate, attack point information, growth information, wear item information, and information on the number of quest completions.

The method may further include obtaining operation ability information of the new user, and determining the game skill level of the new user may include the new user based on the acquired game statistics information and the operation ability information of the new user. The game skill level of the user can be determined.

The manipulation capability information may include at least one of user interface recognition information and user interface manipulation information.

In the step of recommending a game progression mode to the new user according to the determined game skill level of the new user, at least one of whether to proceed with a tutorial or game difficulty may be recommended according to the game skill level.

In the step of recommending a game progress mode to be provided to the new user according to the determined game proficiency of the new user, at least one of an item to be recommended, a job, a skill tree, a guild, a party, and a reward is selected according to the determined game proficiency. can recommend

The method may further include receiving a user input for selecting at least one of the recommended item, job, skill tree, guild, party, and reward.

Some embodiments of the present disclosure may provide a computer-readable recording medium on which a program for implementing the method is recorded.

According to some embodiments of the present disclosure, an apparatus for recommending a game progress mode includes a memory for storing game statistical information; and a processor that determines the game skill level of the new user based on the game statistical information obtained from the memory and recommends a game progress mode to the new user according to the determined game skill level of the new user.

The game statistical information may be selected from among statistical information in the test version of the game of the new user or statistical information in the cross game of the new user, and statistical information of a plurality of other users in the game for a predetermined period or for a predetermined number of games. may contain at least one.

The processor may predict the game proficiency of the new user by comparing statistical information of the new user's game test version or statistical information of the new user's cross game with game statistical information of the plurality of other users.

The processor obtains game result information for a predetermined period or predetermined number of games during which the new user played the game, compares the acquired game result information with the acquired game statistics information, It is possible to determine the game proficiency of the new user.

The apparatus may further include a communication unit, and the communication unit may receive a user input of the new user.

The processor may obtain manipulation capability information of the new user based on the received user input, and determine a game skill level of the new user based on the obtained game statistical information and the manipulation capability information of the new user.

The processor may recommend at least one of whether to proceed with a tutorial or whether to set a game difficulty according to the determined game skill level.

The processor may recommend at least one of an item to be purchased, a job, a skill tree, a guild, a party, and a reward to be provided according to the determined game skill level.

The communication unit may receive a user input for selecting at least one of the recommended item, occupation, skill tree, guild, party, and reward.

A method and apparatus for recommending a game progress mode using various information may be provided.

1 illustrates an online game providing system including a server and a user terminal according to some embodiments.
2 and 3 are diagrams for explaining a user's selection of a game progress mode, according to some embodiments.
4 and 5 are views for explaining statistical information acquired for recommending a game progress mode, according to some embodiments.
6 is a diagram for explaining a method for a server to determine a game skill level based on statistical information, according to some embodiments.
7 is a flowchart of a method for a server to recommend a game progress mode, according to some embodiments.
8 illustrates a method of obtaining operating capability information of a new user, according to some embodiments.
9 illustrates a method of obtaining manipulation capability information through game progress, according to some embodiments.
10 is a flowchart of a method of recommending a game progress mode considering manipulation ability information, according to some embodiments.
11 is a diagram for explaining a method of recommending an item according to a game skill level, according to some embodiments.
12 is a diagram for explaining game progress step recommendation according to game skill levels, according to some embodiments.
13 is a diagram for explaining a detailed configuration of a server according to some embodiments.

Hereinafter, exemplary embodiments according to the present invention will be described in detail with reference to the contents described in the accompanying drawings. In addition, a method of configuring and using an electronic device according to an embodiment of the present invention will be described in detail with reference to the contents described in the accompanying drawings. Like reference numerals or numerals in each drawing indicate parts or components that perform substantially the same function.

Terms including ordinal numbers, such as first and second, may be used to describe various elements, but elements are not limited by the terms. Terms are only used to distinguish one component from another. For example, a first element may be termed a second element, and similarly, a second element may be termed a first element, without departing from the scope of the present invention. The terms and/or include a combination of a plurality of related items or any one of a plurality of related items.

Terms used in this specification are used to describe embodiments, and are not intended to limit and/or limit the present invention. Singular expressions include plural expressions unless the context clearly dictates otherwise. In this application, the terms include or have are intended to designate that a feature, number, step, operation, component, part, or combination thereof described in the specification exists, but one or more other features, numbers, or steps However, it should be understood that it does not preclude the possibility of existence or addition of operations, components, parts, or combinations thereof.

Throughout the specification, when a part is said to be connected to another part, this includes not only the case where it is directly connected but also the case where it is electrically connected with another element interposed therebetween. In addition, when a part includes a certain component, this means that it may further include other components without excluding other components unless otherwise stated. In addition, terms such as "...unit" and "module" described in the specification mean a unit that processes at least one function or operation, which may be implemented as hardware or software or a combination of hardware and software. .

In the present specification below, the game progress mode may mean a game progress difficulty, a game progress step (eg, stage selection), an item used during the game progress, whether or not a tutorial progresses, and the like, but is not limited to the above example.

Specifically, if the user selects a specific item to proceed, the server may determine that the game proceeds in mode 1, and if the user selects a specific difficulty level to proceed with the game, the server may determine that the game proceeds in mode 2. In other words, the game progress mode may refer to a game progress method that can be classified and changed according to selectable elements when the game is played.

In the following specification, game statistical information refers to information obtained by analyzing in-game data according to various criteria for a predetermined period for a predetermined game. For example, game statistical information means interpretation of a lot of data, such as the amount of attack, amount of damage, average number of kills, cumulative amount of goods, cumulative game time, type and grade of items used in the game, according to a predetermined standard. Since the general meaning of statistics is obvious to those skilled in the art, detailed descriptions are omitted.

Also, the game statistics information may include game statistics information for the user himself and game statistics information of other users. Additionally, the game statistical information may include game statistical information for the corresponding game, game statistical information in a test version of the corresponding game, and statistical information for crossover games.

In this specification, the game statistical information may include information on at least one of play time, win rate, attack point information, growth information, wear item information, and the number of quest completions, and is not limited to the above example.

In the present specification below, the attack point information is different for each game, but may include information on kill, death, goal, assist, and the like, and is not limited to the above example. The growth information may include information about play time, level up, level of goods, number of quests cleared, and the like, but is not limited to the above examples.

In the present specification below, cross game may mean at least one of other game services provided by the same game service provider as a predetermined game or games classified in the same genre, and is not limited to the above example.

In this specification below. The game test version is a version for testing prior to the official release of the game, and includes closed beta, open beta, and alpha versions.

In the following specification, manipulation ability information may include information about a user's ability to manipulate an interface to control a character. For example, the manipulative ability information may be information about a user's ability to control a character's movement, such as agility and accuracy. The manipulation capability information may include at least one of a user interface cognitive capability and a user interface manipulation capability. Of course, it is not limited to the above examples.

In the present specification below, the cognitive ability of a user interface may mean the ability of a user to recognize the use of a button by referring to the shape or arrangement of the button, and is not limited to the above example.

In the present specification below, the manipulative ability of a user interface is the ability to control a character quickly using an interface, for example, information on how quickly to aim using a mouse, how accurately to aim, and how to press a button. It may include whether you click accurately and how quickly you click the button, but is not limited to the above examples.

In the present specification below, game proficiency is information about how familiar with a predetermined game, and may mean the level, level, ability, grade, etc. of a user playing a predetermined game, and is not limited to the above example.

In this specification below, a tutorial is a step provided to provide new users with the necessary knowledge to play the game, and refers to explanations and practice opportunities for controls, battles, etc. provided to provide an overall understanding of the game configuration. can Tutorial opportunities are usually provided to new users.

In this specification, a quest is also referred to as a request or a mission, and may refer to a mission provided in a game. In other words, a quest may mean an action to achieve a given goal in a game. For example, the user may obtain a quest called "Explore the Bat Cave" in the game. Each quest may have a different level of difficulty, and the user's character may acquire experience points, goods, and items depending on the success of the quest, or may lose some of the experience points, goods, and items possessed by the character depending on the quest failure.

In the following specification, an item may include all things, goods, contents, etc., equipment equipped by in-game characters such as weapons, armor, clothes, and crystals, vehicles mounted by in-game characters, food, potions and It may refer to all digital contents and cyber objects that the user can obtain in the game, such as consumption items, experience points, buffs, etc., and is not limited to the above example.

In the present specification below, the occupation and class refer to a classification according to the ability of a user character that the user can select while playing the game.

In the present specification below, a skill tree means information about a combination of skills that can be used according to occupations and classes, and a growth order of skills.

In the following specification, a party means that at least one user character forms a group in a game to perform a predetermined activity together, and since this is obvious to those skilled in the art, a detailed description thereof will be omitted. A guild, like a party, is a group in which at least one user character forms a group to perform a predetermined activity together, and is classified according to the number of characters forming a temporary, permanent, or group, which is also obvious to those skilled in the art. A detailed explanation is omitted.

In the following specification, a user may mean a user or a gamer, and a new user means a user who has never played a predetermined game, and is used as a concept distinguished from existing users. Of course, it is not limited to the above examples.

1 illustrates an online game providing system including a server and a user terminal according to some embodiments.

The online game providing system 100 of the present invention may include a server 170 and at least one user terminal 110 to 160 . The server 170 may provide an online game service through a network. The server 170 may simultaneously provide an online game to at least one user terminal 110 to 160 , and the online game may refer to a game enjoyed by a plurality of users by accessing a network.

According to some embodiments, the server 170 may include a single server, a collection of servers, a cloud server, and the like, but is not limited to the above example. The server 170 provides a game service and may include a database for storing user data. Also, the server 170 may include a payment server that generates and processes payment events.

According to some embodiments, a network means a connection established (or formed) using all communication methods, and may mean a communication network connected through all communication methods, for transmitting and receiving data between terminals or between terminals and servers. .

All communication methods may include all communication methods such as communication through a predetermined communication standard, a predetermined frequency band, a predetermined protocol, or a predetermined channel. For example, it may include Bluetooth, BLE, Wi-Fi, Zigbee, 3G, LTE, communication methods through ultrasonic waves, and the like, and may include short-distance communication, long-distance communication, wireless communication, and wired communication. Of course, it is not limited to the above examples.

According to some embodiments, a short-range communication method may mean a communication method in which communication is possible only when a device (terminal or server) performing communication is within a predetermined range, and for example, Bluetooth, NFC, etc. can include The long-distance communication method may refer to a communication method in which a communication device can communicate regardless of distance. For example, the long-distance communication method may refer to a method in which two devices communicating through a repeater such as an AP can communicate even when they are over a predetermined distance, and a cellular network (3G, LTE) such as SMS and phone The communication method used may be included. Of course, it is not limited to the above examples. The meaning of receiving a game service using a network may include meaning that communication between a game server and a terminal can be performed through all communication methods.

In the entire specification, at least one user terminal 110 to 160 refers to a personal computer 110, a tablet 120, a cellular phone 130, a laptop computer 140, and a smart phone. 150 and TV 160, as well as personal digital assistants (PDAs), portable multimedia players (PMPs), navigation devices, MP3 players, digital cameras, refrigerators, washing machines, vacuum cleaners, and the like. not limited to examples.

According to some embodiments, online games may include various genres such as sports, MMORPG, AOS, FPS, TCG, and CCG. In addition, the online game may be a game in which users compete with each other, or a game in which users compete with a computer (eg, artificial intelligence). Of course, it is not limited to the above example, and there is no limitation on the type of online game.

According to some embodiments, the server 170 may recommend a game progress mode to the user, and the user may proceed with the game according to the server's recommendation. Specifically, the server 170 may obtain game statistical information, determine the game skill level of the new user based on the acquired game statistical information, and recommend a game progress mode to the new user according to the determined game skill level of the new user. there is. A method for recommending a game progress mode will be described in detail below.

2 and 3 are diagrams for explaining a user's selection of a game progress mode, according to some embodiments.

Referring to FIG. 2 , FIG. 2 illustrates a game difficulty selection screen 210 . The server may provide the game difficulty selection screen 210 to the user through the user terminal. The user may select a difficulty level when playing the game by selecting one of the EASY difficulty 203 button, the NORMAL difficulty 205 button, and the HARD difficulty 207 button.

When the game is played at the EASY difficulty level (203), conditions for clearing the game may be easier than those at the NORMAL or HARD difficulty level (207). For example, the number of enemies appearing in EASY difficulty (203) is less than in NORMAL difficulty (205) or HARD difficulty (207), or the HP (Health Point) or attack power of enemies appearing in NORMAL difficulty (205) ) or lower than the HARD difficulty level (207). Of course, it is not limited to the above example. The NORMAL difficulty level (205) may also make the game progress easier than the HARD difficulty level (207).

However, a new user, who is a user playing a predetermined game provided by a game service provider for the first time, cannot know by what criteria the EASY difficulty 203, the NORMAL difficulty 205, and the HARD difficulty 207 are divided. In addition, since each new user playing the game has a different game skill level and manipulation ability, each new user may experience a different level of difficulty set by the game service provider. Therefore, it is difficult for new users to directly select an appropriate game difficulty level.

It is difficult for game service providers to recommend a level of difficulty suitable for new users because there is no way to judge the game proficiency of new users. Therefore, the present invention provides a method of recommending a game progress mode suitable for a new user using game statistical information.

Referring to FIG. 3 , FIG. 3 illustrates a tutorial progress selection screen 310 . The server may provide a tutorial progress selection screen 310 to the user through the user terminal. The user can select whether or not to proceed with the tutorial by selecting one of the buttons displayed on the pop-up tutorial selection window 303 displayed on the user terminal.

In the case of skipping the tutorial without proceeding, the user can proceed with the game in earnest in a short period of time without having to listen to an explanation of the overall game, practice a practice game, or practice the operation method. For new users who have played games of the same genre as the game provided by the game service provider, it may not be necessary to proceed with the tutorial. there is.

However, it is difficult for a new user who accesses a predetermined game provided by a game service provider for the first time to determine whether the tutorial is absolutely necessary. In other words, it is difficult for a new user to determine whether the new user has a level of game proficiency that requires a tutorial or a level of game proficiency that does not require a tutorial. In addition, since each new user's game proficiency level and game manipulation ability are different regardless of whether the game is played, each new user may feel the need to proceed with the tutorial differently.

In addition, game service providers also have no way to judge the game proficiency of new users, so it is difficult to determine whether a tutorial is necessary for new users. Accordingly, the game service provider can determine whether or not to proceed with the tutorial or which part of the tutorial to be recommended to the new user using various information.

4 and 5 are views for explaining statistical information obtained for recommending a game progress mode, according to some embodiments.

Referring to FIG. 4 , FIG. 4 shows game statistical information 410 representing the distribution of the number of users according to game scores.

According to some embodiments, a game score may mean a score obtained by a user through a game. The game service provider may provide a game service in such a way that a predetermined score is obtained when the game is won and a predetermined score is deducted when the game is lost, and the user can play the game to obtain a higher score. . Of course, since the game progress method is different for each type of game, there may be a game in which game points are not acquired or deducted.

The game statistical information 410 of FIG. 4 may be statistical information on a game provided by a game service provider or statistical information on cross games. In other words, it may be game statistical information stored in the server, or may be game statistical information obtained from another device or network (eg, another game server or the Internet).

Also, according to some embodiments, the game statistical information 410 of FIG. 4 may be statistical information obtained by a server combining and calculating other information. Additionally, the game statistical information 410 of FIG. 4 may be game statistical information of a test version. According to some embodiments, calculation of statistical information may be performed directly in a server of a game service provider or may be calculated in a separate server.

According to some embodiments, the server may determine the game skill level of the new user by obtaining the game statistical information 410 shown in FIG. 4 . For example, the server may determine the game proficiency of the new user by determining the game score of the new user in the crossing game.

Also, according to some embodiments, the server may determine the game skill level of the new user by comparing the number of games played by the new user or the average score for a predetermined period of time with the game statistical information 410 of FIG. 4 . For example, the server provides new users with a predetermined number of practice games or a predetermined number of game opportunities for evaluation, obtains results for the practice games and games for evaluation, and transfers the obtained results to the game of FIG. 4. Game proficiency can be determined by comparing with the statistical information 410 . Of course, the server may determine game proficiency of existing users as well as new users.

Referring to FIG. 5 , FIG. 5 shows game statistical information 510 according to the type of character 501 . Game statistical information 510 according to the type of character 501 may include a play time 503 , win rate 505 , and average K/D (kill/death) 507 . In other words, the game statistical information 510 of FIG. 5 may be a different type of game statistical information from the game statistical information 410 of FIG. 4 .

According to some embodiments, the game statistical information 410 and 510 acquired by the server may be in various forms. Statistical information refers to information obtained by analyzing in-game data during a predetermined period of a predetermined game based on various criteria, and thus various types of game statistical information may exist as data in the same game. The server may obtain all of the various types of game statistical information 410 and 510 .

As described above, the game statistical information 410 and 510 may be statistical information on games provided by game service providers, statistical information on cross games, game statistics information of other users and game statistics of new users. All information can be included.

Specifically, the game statistics information 510 of FIG. 5 may be game statistics information of other users. For example, the game statistical information 510 of FIG. 5 includes the first user's selection of a character 501 in a game provided by a game service provider, a cross game, or a game test version, a play time 503 for each character, and a win rate ( 505) and average K/D (507).

Also, according to some embodiments, the game statistical information 510 of FIG. 5 may be game statistical information of a new user. For example, the game statistical information 510 of FIG. 5 includes a game provided by a game service provider, a cross game, or a new user's character 501 selection in a game test version, play time 503 for each character, and win rate 505 ) and average K/D (507).

Additionally, according to some embodiments, the game statistics information 510 of FIG. 5 may be game statistics information of a plurality of other users. For example, the game statistical information 510 of FIG. 5 is a game provided by a game service provider of a plurality of other users, a cross game or a character 501 selection in a game test version, play time 503 for each character, and win rate. (505) and average number of kills (507).

According to some embodiments, the server may determine the game skill level of the new user by acquiring the game statistical information 510 shown in FIG. 5 as described in FIG. 4 . For example, the server may determine the new user's game skill level based on the new user's playing time 503, win rate 505, and average K/D 507 in the cross game. A method for the server to determine the game proficiency of the new user will be described in detail with reference to FIGS. 6 and 7 .

6 is a diagram for explaining a method for a server to determine a game skill level based on statistical information, according to some embodiments.

As described above, the server may obtain game statistical information described in FIGS. 4 and 5 . The server may determine the game skill level of the new user based on the acquired game statistical information.

According to some embodiments, the server may obtain game statistical information 610 such as user distribution by game score in a game currently being serviced. Also, the server may obtain game average score information 603 in the cross game of the new user. The server may predict the location 601 of the new user in FIG. 6 by comparing the user distribution by game score in the game currently being serviced with the average game score in the cross game of the new user.

According to some embodiments, the server may compare the acquired game statistical information 610 with the game average score information 603 to predict the new user's position in the game score distribution map. In other words, the server has not played the game currently being served, but based on the data of the new user in the cross game, predicts the new user's position in the game score distribution, and based on the predicted position, the new user's game proficiency can judge

Also, according to some embodiments, the server may determine the game skill level of the new user in another way. As another example, the server may determine the skill level of the new user by acquiring only game statistical information in the cross game of the new user. In other words, the server may determine the skill level of the new user only with the game statistical information of the new user without the game statistical information of other users.

Further, according to some embodiments, the server provides a new user with a predetermined number of practice games or an evaluation game opportunity for a predetermined number of evaluations, obtains game result information, and obtains game result information and game statistical information. It is also possible to determine the proficiency of the new user by comparing the . Of course, it is not limited to the above example, and the server may determine or predict the game skill level of the new user in various ways using the game statistical information.

7 is a flowchart of a method for a server to recommend a game progress mode, according to some embodiments.

In step 710, the server may obtain game statistical information.

According to some embodiments, the server may obtain game statistical information through various paths. For example, the server may obtain game statistical information from a server of another cross game, obtain game statistical information from a user terminal, or obtain game statistical information from a separate server or device including statistical information. can

According to some embodiments, the game statistical information may include statistical information in the new user's test version of the game or statistical information in the new user's cross game. Also, the game statistical information may include statistical information in another user's game test version or other user's cross game statistical information.

Also, according to some embodiments, the game statistical information may include statistical information for a predetermined period or a predetermined number of games in a game provided by a game service provider for a plurality of other users. Also, according to some embodiments, the game statistical information may include statistical information in a game test version of a plurality of other users or statistical information in cross games.

According to some embodiments, the game statistical information may include win rate, attack point information, growth information, wear item information, and information on the number of quest completions. Since this corresponds to what has been described above, a detailed description thereof will be omitted.

In step 730, the server may determine the game skill level of the new user based on the acquired game statistical information.

According to some embodiments, the server may predict game proficiency based on statistical information in the new user's test version of the game or statistical information in the new user's cross game.

In addition, according to some embodiments, the server may determine the new user's game skill level by comparing statistical information in the new user's test version of the game or statistical information in the cross game of the new user with statistical information of other users.

According to some embodiments, the server acquires information on game results for a predetermined period or a predetermined number of games during which the new user played the game, and determines a game skill level based on the acquired game result information. may be

For example, the server may determine the new user's game skill level by comparing game result information for a predetermined period or predetermined number of games during which the new user played the game with other users or other users' game statistical information. there is.

According to some embodiments, the server may determine the game skill level by calculating the score of the new user based on the game statistical information. For example, the server may determine the game skill level by calculating a predetermined score based on the win rate and attack points of the new user.

According to some embodiments, the server may apply a predetermined weight to each item of game statistical information when calculating a predetermined score for determining game proficiency. The game proficiency calculation method may be different depending on the type of game, genre, and service provider. Of course, it is not limited to the above examples. For example, the server may apply 3 times more weight than assists to kills, and may apply opposite weights to play time and amount of goods. Of course, it is not limited to the above example.

Also, according to some embodiments, the server may obtain manipulation ability information of the new user, and determine or predict the game skill level of the new user based on the game statistical information and manipulation ability information obtained in step 710 .

In step 750, the server may recommend a game progress method to the new user according to the determined game skill level of the new user.

According to some embodiments, the server may recommend at least one of whether or not to proceed with a tutorial or setting a game difficulty according to the determined or predicted game proficiency of the new user. For example, the server may recommend whether to proceed with the game from which stage among a plurality of stages divided according to difficulty level.

Also, according to some embodiments, the server may allow the game to proceed from a stage in which a new user cannot start by nature. In addition, if the server determines that a tutorial is not necessary based on game proficiency, it is recommended not to proceed with the tutorial,

Also, according to some embodiments, the server may recommend progressing only part of the tutorial rather than the whole, or recommend progressing only part of the tutorial, depending on the game proficiency level. In addition, the server may recommend an additional tutorial or may proceed with an additional tutorial.

Also, according to some embodiments, the server may recommend at least one of an item to be recommended, a job, a skill tree, a guild, a party, and a reward according to the determined or predicted game proficiency of the new user.

For example, the server may recommend, allow, or prohibit the use of a specific item according to the skill level of the new user. In addition, the server may recommend a predetermined skill tree according to the skill level of the new user, and may provide differential compensation according to the skill level of the new user. Of course, it is not limited to the above examples.

Also, according to some embodiments, the server may recommend various settings according to the determined or predicted game skill level of the new user. For example, the server may recommend to a new user with a high level of skill to set the sensitivity of the mouse high or to set the response speed of the keyboard quickly.

Also, according to some embodiments, the server may recommend a keyboard layout according to game proficiency, or may recommend graphics settings such as brightness and effects, and settings related to sound direction and volume. For example, the server may recommend a keyboard layout capable of using many shortcut keys to new users with high game proficiency, or may automatically apply settings for users with high proficiency. Of course, it is not limited to the above example.

8 illustrates a method of obtaining operating capability information of a new user, according to some embodiments.

The server may acquire manipulation ability information in various ways. Referring to FIG. 8 , FIG. 8 shows a screen 810 for obtaining manipulation capability information in a user terminal.

According to some embodiments, the screen 810 for manipulation capability information may be a tutorial screen. In other words, the server may obtain operation capability information of the new user by proceeding with the tutorial. The server may obtain operation capability information of the new user by performing a tutorial and analyzing a user input during the tutorial.

In addition, as described above, the server may obtain manipulation ability information by displaying a screen such as a separate mini-game or screen setting, manipulation device setting, etc. apart from the tutorial and inducing a user input. Of course, it is not limited to the above examples.

In other words, in order to determine whether or not to proceed with the tutorial, the server may obtain manipulation capability information of the new user prior to the tutorial. For example, the server may obtain manipulation ability information of a new user through a simple mini-game before proceeding with a tutorial. For example, the server may acquire operation ability information of a new user by providing a mini-game capable of measuring speed and accuracy, such as a rhythm game, during an installation process of installing the game.

In other words, the server may determine the game proficiency after the tutorial and recommend or decide the method for proceeding with the rest of the game except whether or not to proceed with the tutorial. method can be recommended or determined.

Referring to FIG. 8 , the server may control the user terminal to display an instruction window 821 prompting the user to press a button according to the instruction. Since the new user cannot know for what purpose the interface buttons 801, 803, and 805 are used, descriptions 811, 813, and 815 for each button may be displayed together. For example, the server controls the user terminal to display an explanation window 811 for the left and right movement buttons 801, an explanation window 813 for the jump button 803, and an explanation window for the sit/stand button 805. (815) can be displayed.

According to some embodiments, a new user may click a button according to the instructions of the instruction window 821, and the user terminal may receive a user input for clicking the button. The user terminal may transmit a user input to the server, and the server may obtain manipulation ability information by analyzing the received user input.

According to some embodiments, the server may obtain manipulation ability information based on accuracy of user input or speed of user input. For example, the server may determine which button the new user clicked according to the instructions of the instruction window 821 and whether the button clicked by the user corresponds to the button corresponding to the instruction window 821 .

In addition, the server may determine how much time has elapsed since the user clicked the button after the instruction was displayed on the instruction window 821 . The server may obtain manipulation ability information of the new user based on the determined accuracy and speed. Of course, it is not limited to the above example, and the server may obtain manipulation ability information in various ways.

9 illustrates a method of obtaining manipulation capability information through game progress, according to some embodiments.

9 shows a game progress screen 910 of a user terminal. The server may obtain manipulation ability information of the new user through game progress in a method different from that of FIG. 8 .

For example, the server may acquire operation capability information of the new user by providing the new user with a predetermined number of practice games or an evaluation game opportunity for a predetermined number of evaluations. The server may or may not proceed with the tutorial prior to the practice game or evaluation game.

According to some embodiments, the server may obtain manipulation capability information of the new user by analyzing the input of the new user according to a predetermined criterion. The server may determine the manipulation ability of the new user by analyzing button clicks of the new user in the middle of a predetermined game.

For example, the server determines whether the jump button 903 is correctly clicked when an obstacle is approaching, whether the button 901 to move left and right when a bullet is flying is correctly clicked, or the crouch button 905 to conceal or cover By analyzing how fast the button was pressed, the new user's manipulation ability can be determined, and based on the determination result, manipulation ability information can be obtained.

In other words, the server may obtain manipulation capability information of the new user based on the determined accuracy and speed. Of course, it is not limited to the above example, and the server may obtain manipulation ability information in various ways.

In addition, the server provides new users with a predetermined number of practice games or a predetermined number of game opportunities for evaluation, obtains results for the practice games and games for evaluation, and based on the acquired results and game statistical information, the game is played. You can also judge your proficiency. This corresponds to what has been described above.

10 is a flowchart of a method of recommending a game progress mode considering manipulation ability information, according to some embodiments.

In step 1010, the server may obtain game statistical information. Since this corresponds to the previously described content, a detailed description thereof will be omitted.

In step 1030, the server may obtain operation capability information of the new user.

As described with reference to FIGS. 8 to 9 , the server may acquire operation capability information of the new user through various methods. The server may obtain manipulation ability information by displaying screens such as a mini game or screen setting, manipulation device setting, etc., inducing a user input, or acquiring manipulation ability information of a new user by proceeding with a tutorial.

Also, according to some embodiments, the server may provide a new user with a predetermined number of practice games or a predetermined number of game opportunities for evaluation, and may obtain operation capability information of the new user by analyzing the new user's input. Of course, it is not limited to the above example.

In step 1050, the server may determine the skill level of the new user based on the game statistical information and manipulation ability information.

As described above, the server may predict or determine the game skill level of the new user based on game statistical information. Additionally, the server may further consider the operation ability information of the new user acquired in step 1010.

For example, the server may sum up the operation ability information of the new user and the game statistical information and convert them into a predetermined score. The server may determine the skill level of the new user based on the converted score. The server may classify the skill level of the new user according to the level, but is not limited thereto.

According to some embodiments, a predetermined weight may be applied to each of the manipulation capability information and the game statistics information, and a method of calculating the game proficiency may differ depending on the type of game, genre, and service provider. Of course, it is not limited to the above example. Since the description of the game statistical information corresponds to the above description, a detailed description thereof will be omitted.

In step 1070, the server may determine whether the game skill level is greater than or equal to a threshold value.

According to some embodiments, the server may determine whether the game skill level of the new user is equal to or higher than a predetermined score. In addition, the server may determine whether the game skill level of the new user is equal to or higher than a predetermined level. As described above, evaluation of game proficiency may be determined by criteria set in the server.

If the game skill level is equal to or greater than the threshold value, in step 1080, the server may recommend to the new user to proceed with a difficulty level. In other words, when the game skill level is determined to be higher than a predetermined level, the server may recommend that even a new user proceed with a difficulty level from the beginning.

If the game skill level is less than or equal to the threshold value, in step 1090, the server may recommend that the new user proceed to an easy difficulty level. In other words, when the game skill level is determined to be lower than a predetermined level, the server may recommend progressing to an easy difficulty level.

In other words, the server may recommend a difficulty suitable for the new user by determining the game proficiency level of the new user. Also, according to some embodiments, the server may directly change the game setting to a difficulty suitable for a new user without stopping recommending a game difficulty level.

In addition, according to some embodiments, the server may recommend a game progress mode, which is a game progress method for the overall game, such as game difficulty, game setting, game type, skill, and item, so that new users do not lose interest in the game. In addition, the server may directly determine the game progress mode and provide the game service to the new user according to the determined game progress mode. Of course, it is not limited to the above examples.

11 is a diagram for explaining a method of recommending an item according to a game skill level, according to some embodiments.

11 shows a screen 1110 for an in-game store in a user terminal. The screen 1110 for the in-game shop displays a new user's character 1101 and an item 1103 that the new user is currently using.

According to some embodiments, the plurality of items in the store each include different properties. Taking a gun as an example of the items described in FIG. 11 , the item 1103 currently being used by a new user may have low recoil, a normal rate of fire, and normal damage. Another item (1120) that can be purchased for 1400 points may have high recoil, high damage, and moderate rate of fire.

According to some embodiments, the server may map item characteristics and game proficiency and store them in a table form. In other words, the server may classify items into items suitable for users with high game proficiency and items suitable for users with low game proficiency, depending on the characteristics of the items. The server may classify suitable items according to game proficiency and recommend an item corresponding to the game proficiency of the new user.

According to some embodiments, the server may display a recommended item 1105 among items in the store based on the determined game proficiency of the new user. A recommendation item 1105 may be recommended to a new user through a pop-up window 1107 . The server may provide information about the most suitable weapon to use through the pop-up window 1107 . Of course, there is no limitation on the display text of the pop-up window 1107, and the server may recommend an item suitable for a new user by using an indication such as a highlight instead of the pop-up window 1107 method.

12 is a diagram for explaining a game progress step recommendation according to a game skill level, according to some embodiments.

12 shows a game progress step selection screen 1210 in the user terminal. On the game progress step selection screen 1210, descriptions 1201 to 1205 of each game progress step are displayed.

According to some embodiments, each game progress step 1201 to 1205 provides a different difficulty level and a different clearing reward. For example, the second floor (1201) of the underground dungeon provides rewards of 2 grades (two stars), and the third floor of the underground dungeon (1203) provides rewards of the fourth grade (four stars).

According to some embodiments, the server may map game progress levels with game proficiency levels in consideration of difficulty and rewards of the game progress levels, and store them in the form of a table. The server may determine a game progress level suitable for the game skill level, and recommend a game progress level corresponding to the game skill level of the new user according to the determination result.

According to some embodiments, the server may recommend one or more of various game progression stages based on the new user's game skill level. According to some embodiments, the server may display recommended game progress steps to new users using the pop-up window 1207 .

Referring to FIG. 12 , the server may recommend starting from the third floor 1203 of the underground dungeon to a new user. Of course, there is no limit to the display text of the pop-up window 1207, and the server may recommend an item suitable for a new user using an indication such as a highlight instead of the pop-up window 1207 method, and the recommendation method is not limited.

Also, according to some embodiments, the server may allow differentially proceedable steps according to the game skill level of the new user. For example, if the new user's game proficiency is high, the server may permit entry from the third floor of the underground dungeon (1203), and if the new user's game proficiency is low, the server gives the new user the third floor of the underground dungeon (1203). 1203), you may be permitted to enter from the second floor (1201) of the underground dungeon, which is slightly lower in difficulty. Of course, it is not limited to the above examples.

13 is a diagram for explaining a detailed configuration of a server according to some embodiments.

As shown in FIG. 12 , a server 1300 according to some embodiments may include a processor 1310 , a communication unit 1330 and a memory 1350 . However, not all components shown in FIG. 13 are essential components of the server 1300 . The server 1300 may be implemented with more components than those shown in FIG. 13 , or the server 1300 may be implemented with fewer components than those shown in FIG. 13 .

According to some embodiments, processor 1310 typically controls the overall operation of server 1300. For example, the processor 1310 may overall control components included in the server 1300 by executing a program stored in the server 1300 .

According to some embodiments, the processor 1310 may control the communication unit 1330 and the memory 1350. Processor 1310 may obtain game statistical information from memory 1350 . The processor 1310 may determine the game skill level of the new user based on the acquired game statistical information. Also, the processor 1310 may recommend a game progress mode to the new user according to the determined game skill level of the new user.

Also, according to some embodiments, the processor 1310 may predict the new user's game proficiency by comparing statistical information in the new user's game test version or statistical information in the new user's cross game with the acquired game statistical information. .

Also, according to some embodiments, the processor 1310 obtains information on game results for a predetermined period or a predetermined number of games during which the new user played the game, and obtains information on the acquired game results and acquired game statistics. The game skill level of the new user may be determined by comparing the information.

Also, according to some embodiments, the processor 1310 may determine the game skill level of the new user based on the acquired game statistics information and the new user's manipulation ability information. The processor 1310 may recommend at least one of whether to proceed with a tutorial or whether to set a game difficulty level according to the determined game proficiency level, and to recommend an item to purchase, a job, a skill tree, a guild, a party, or a game level to be provided according to the determined game proficiency level. At least one of the rewards may be recommended.

Also, according to some embodiments, the processor 1310 may obtain manipulation capability information of the new user based on the user input received by the communication unit 1330 . For example, the processor 1310 may obtain manipulation capability information by analyzing the speed and accuracy of the new user's user input. Since this corresponds to the previously described content, a detailed description thereof will be omitted.

According to some embodiments, the communication unit 1330 may transmit at least one control data to the user terminal. The communication unit 1330 may provide control data to display a screen for game play in the user terminal.

Also, according to some embodiments, the communication unit 1330 may receive a user input. For example, the communication unit 1330 may receive a user input input by a new user to a user terminal. Of course, it is not limited to the above example.

According to some embodiments, the communication unit 1330 is Bluetooth, Bluetooth Low Energy (BLE), Near Field Communication (WLAN), Zigbee (Zigbee) Infrared Data Association (IrDA), Wi-Fi Direct (WFD) , UWB (ultra wideband), Ant+, LTE, 3G, 5G, etc., communication can be performed through all methods regardless of communication methods.

Also, according to some embodiments, the memory 1350 may store programs for processing and control of the processor 1310, and may store data input to or output from the server 1300.

According to some embodiments, memory 1350 may store game statistical information. The game statistical information stored in the memory 1350 may be game statistical information according to an operation of another device or processor 1310 .

According to some embodiments, the memory 1350 is a flash memory type, a hard disk type, a multimedia card micro type, or a card type memory (eg SD or XD memory, etc.), RAM (RAM, Random Access Memory) SRAM (Static Random Access Memory), ROM (ROM, Read-Only Memory), EEPROM (Electrically Erasable Programmable Read-Only Memory), PROM (Programmable Read-Only Memory) , a magnetic memory, a magnetic disk, and an optical disk may include at least one type of storage medium. Also, according to some embodiments, programs stored in the memory 1150 may be classified into a plurality of modules according to their functions.

The devices described above may be implemented as hardware components, software components, and/or a combination of hardware components and software components. For example, devices and components described in the embodiments may include, for example, a processor, a controller, an arithmetic logic unit (ALU), a digital signal processor, a microcomputer, a field programmable gate array (FPGA) , a programmable logic unit (PLU), microprocessor, or any other device capable of executing and responding to instructions. The processing device may run an operating system (OS) and one or more software applications running on the operating system. A processing device may also access, store, manipulate, process, and generate data in response to execution of software. For convenience of understanding, there are cases in which one processing device is used, but those skilled in the art will understand that the processing device includes a plurality of processing elements and/or a plurality of types of processing elements. It can be seen that it can include. For example, a processing device may include a plurality of processors or a processor and a controller. Other processing configurations are also possible, such as parallel processors.

Software may include a computer program, code, instructions, or a combination of one or more of the foregoing, which configures a processing device to operate as desired or processes independently or collectively. The device can be commanded. Software and/or data may be any tangible machine, component, physical device, virtual equipment, computer storage medium or device, intended to be interpreted by or provide instructions or data to a processing device. , or may be permanently or temporarily embodied in a transmitted signal wave. Software may be distributed on networked computer systems and stored or executed in a distributed manner. Software and data may be stored on one or more computer readable 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. Computer readable media may include program instructions, data files, data structures, etc. alone or in combination. Program commands recorded on the medium may be specially designed and configured for the embodiment or may be known and usable to those skilled in computer software. Examples of computer-readable recording media include magnetic media such as hard disks, floppy disks and magnetic tapes, optical media such as CD-ROMs and DVDs, and magnetic media such as floptical disks. - includes hardware devices specially configured to store and execute program instructions, such as magneto-optical media, and ROM, RAM, flash memory, and the like. Examples of program instructions include high-level language codes that can be executed by a computer using an interpreter, as well as machine language codes such as those produced by a compiler. The hardware devices 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 with limited examples and drawings, those skilled in the art can make various modifications and variations from the above description. For example, the described techniques may be performed in an order different from the method described, and/or components of the described system, structure, device, circuit, etc. may be combined or combined in a different form than the method described, or other components may be used. Or even if it is replaced or substituted by equivalents, appropriate results can be achieved.

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

Claims (19)

A method for a game providing device to recommend a game progress mode,
obtaining game statistical information;
providing a user interface for evaluating a new user's manipulation ability;
receiving a user input corresponding to a predetermined input instruction through the user interface;
obtaining operation ability information of the new user by analyzing accuracy and speed of the received user input;
determining a game skill level of the new user based on the acquired game statistics information and the acquired manipulation ability information; and
and recommending a game progress mode to the new user according to the determined game skill level of the new user. According to claim 1,
The game statistics information,
Including at least one of statistical information in the test version of the game of the new user or statistical information in the cross game of the new user, statistical information for a predetermined period of time or for a predetermined number of games in the game of a plurality of other users way of being. According to claim 2,
The step of determining the game proficiency of the new user,
The method of predicting the game skill level of the new user by comparing statistical information in the game test version of the new user or statistical information in the cross game of the new user with game statistical information of the plurality of other users. According to claim 1,
The step of determining the game proficiency of the new user,
Information on game results for a predetermined period or predetermined number of games during which the new user played the game is acquired, and the obtained game result information is compared with the acquired game statistical information to determine the game of the new user. How to judge proficiency. According to claim 1,
The game statistics information,
A method comprising at least one of growth information and wear item information. delete According to claim 1,
The operation ability information,
A method comprising at least one of user interface recognition information and user interface manipulation information. According to claim 1,
The step of recommending a game progress mode to the new user according to the determined game proficiency of the new user,
A method of recommending at least one of whether or not to proceed with a tutorial or game difficulty according to the game proficiency level. According to claim 1,
In the step of recommending a game progress mode to be provided to the new user according to the determined game proficiency of the new user,
The method of recommending at least one of an item to be recommended, a guild, a party, and a reward according to the determined game proficiency. According to claim 9,
The method,
The method further comprising receiving a user input for selecting at least one of the recommended item, guild, party, and reward. memory for storing game statistics information and instructions; and
at least one processor functionally connected with the memory and configured to execute the instructions;
The at least one processor executes the instructions to:
Provide a user interface for evaluating a new user's operational ability;
Receiving a user input corresponding to a predetermined input instruction through the user interface;
Analyzing accuracy and speed of the received user input to obtain operation capability information of the new user;
determining a game skill level of the new user based on game statistical information obtained from the memory and the acquired operation ability information;
Set to recommend a game progress mode to the new user according to the determined game proficiency of the new user,
Device. According to claim 11,
The game statistics information,
Including at least one of statistical information in the test version of the game of the new user or statistical information in the cross game of the new user, statistical information for a predetermined period of time or a predetermined number of games in the game of a plurality of other users in device. According to claim 12,
The at least one processor executes the instructions to:
The device is set to predict the game proficiency of the new user by comparing statistical information in the new user's game test version or statistical information in the new user's cross game with game statistical information of the plurality of other users. According to claim 11,
The at least one processor executes the instructions to:
Information on game results for a predetermined period or predetermined number of games during which the new user played the game is acquired, and the obtained game result information is compared with the acquired game statistical information to determine the game of the new user. A device that is set to judge proficiency. delete According to claim 11,
The at least one processor executes the instructions to:
and recommending at least one of whether or not to proceed with a tutorial or whether to set a game difficulty level according to the determined game proficiency level. According to claim 11,
The at least one processor executes the instructions to:
The device recommends at least one of an item to be purchased, a guild, a party, and a reward to be provided according to the determined game proficiency. 18. The method of claim 17,
The at least one processor executes the instructions to:
and receiving a user input for selecting at least one of the recommended item, guild, party, and reward. A computer-readable recording medium recording a program for executing the method of any one of claims 1 to 5 and 7 to 10 in a computer.

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