JP6189564B1 - Information processing apparatus and information processing program - Google Patents

Abstract

An object of the present invention is to assist a creator of a game object to set appropriate parameters for a game object whose effect triggering condition is a condition related to a game situation. Alternatively, it assists the game player to select an appropriate game object according to the game situation. A play data collection unit 46 collects the number of times a character's skill can be activated, the number of times a skill is activated, and the result effect value when the skill is activated during game play, and stores the collected result in a skill result DB 38. The statistical data generation unit 48 generates statistical data 42a indicating the distribution of the skill activation condition, skill activation probability, and actual effect value of the character based on the skill performance DB 38. The display control unit 56 displays the statistical data 42a on the planner terminal 12 when the planner generates a new character. The display control unit 56 causes the player terminal 14 to display the statistical data 42a when the player selects a character. [Selection] Figure 5

Description

  The present invention relates to an information processing apparatus and an information processing program, and particularly relates to an information processing apparatus and an information processing program that provide an electronic game.

  Conventionally, an information processing apparatus that provides an electronic game is known. Some electronic games use a plurality of game objects in which various parameters are set. The game object is various objects that appear in the game, such as characters in the game or items and equipment used in the game.

  Many of the parameters set in the game object affect the contents of the game. Therefore, in general, the player can advantageously advance the game by appropriately selecting and using an appropriate game object having an appropriate parameter according to the game situation.

  In view of this, a technique for assisting the player in selecting an appropriate game object has been proposed. For example, Patent Document 1 discloses a game system that recommends to a player a game object having an attribute suitable for capturing a certain stage in an electronic game using a game object to which an attribute is assigned as a parameter.

Japanese Patent Laying-Open No. 2015-8985

  Incidentally, electronic game developers, particularly game object creators, need to appropriately set game object parameters in order to maintain an appropriate game balance. For example, if a parameter given to a game object that is relatively easy to obtain in an electronic game is more advantageous than a parameter given to a game object that is difficult to obtain, the existence significance of the game object that is difficult to obtain is lost, and the game balance It will also break down. Also, in recent online games, there are many cases where a player obtains a game object by charging. In such a case, for example, if a game object that can be obtained without charge is more advantageous than a game object that can be obtained for the first time by charging, the charged player will be dissatisfied.

  However, when the condition (effect activation condition) under which the effect of the game object is activated is a condition related to the game situation, it is not easy to appropriately set the parameters of the game object. This is because the game situation when the effect is activated may differ depending on each object.

  On the other hand, when a game player needs to select a game object to be used from a plurality of game objects, the same problem as described above may occur for the player. Specifically, when the effect activation condition of the game object is a condition related to the game situation, it is difficult for the player to grasp how effective the game object is. It is difficult to select a game object.

  An object of the present invention is to assist the creator of a game object to set appropriate parameters for a game object whose effect triggering condition is a condition related to the game situation. Alternatively, an object of the present invention is to assist a game player in selecting an appropriate game object corresponding to a game situation from among a plurality of game objects whose effect activation conditions are conditions relating to the game situation.

The present invention includes, as parameters, an effect activation condition that is a condition relating to a game situation of an electronic game, and an effect criterion, and when the effect activation condition is satisfied, the effect on the electronic game according to the effect criterion is activated A play data collecting unit that collects play data including a performance effect value when the effect is activated during game play, and the effect activation condition for the game object based on the play data and the game object A statistical data generating unit for generating statistical data indicating the distribution of the results effect value, the effectiveness of the new game object in the electronic game and the effect activation condition, which are input by the creator of the game object, and the statistical data Based on the recommended value of the effect criterion of the new game object The recommended value specifying unit for specifying a display control unit for displaying on the display unit the statistical data and the recommended value, which is an information processing apparatus comprising: a.

Preferably, the play data further effect fireable count a number of times that a state capable of triggering the effect, and includes a number of fires of the effect, the statistical data further previous SL effect It includes an effect activation probability that is an activated probability.

  Preferably, the statistical data generation unit generates a statistical data group regarding the plurality of game objects based on the play data regarding the plurality of game objects, and the display control unit includes at least one of the statistical data groups. A plurality of statistical data relating to a plurality of the game objects having one common parameter are displayed so as to be comparable.

  Preferably, the electronic game is a game in which a player places the game object on a board, and the performance effect value varies according to the arrangement state of the game object on the board, and the play data Further includes arrangement history data of the game object on the board, and the information processing apparatus further includes an arrangement history data analysis unit that analyzes the arrangement history data, and the display control unit further includes: An analysis result of the arrangement history is displayed on a display unit.

  Preferably, the electronic game is a game in which a player selects a game object to be used from a plurality of the game objects, and the display control unit uses the statistical data when selecting the game object to be used by the player. It is displayed.

  Preferably, a usage difficulty level identifying unit that identifies a usage difficulty level of the game object based on the statistical data is further provided, wherein the display control unit selects the game object used by the player. The degree of use difficulty is displayed on a display unit.

In addition, the present invention includes an effect activation condition that is a condition related to a game situation of an electronic game, and an effect criterion as a parameter, and the electronic game according to the effect criterion when the effect activation condition is satisfied relates to a game object to activate the effect above, the play data collection unit that collects play data including actual effect value when activated the effects during game play, on the basis of the play data, relating to the game object, said A statistical data generation unit that generates statistical data indicating the distribution of the effect activation condition and the actual effect value; the effectiveness of the new game object in the electronic game and the effect activation condition input by the creator of the game object; And the new game object based on the statistical data. The recommended value specifying unit for specifying a recommended value of the effective reference, an information processing program for causing to function as a display control unit for displaying on the display unit the statistical data and the recommended value.

  ADVANTAGE OF THE INVENTION According to this invention, it can assist that the creator of a game object sets an appropriate parameter with respect to the game object whose effect activation conditions are conditions regarding a game condition. Or according to this invention, it can assist that the player of a game selects the appropriate game object according to a game situation from the several game object whose effect activation conditions are the conditions regarding a game situation.

1 is a schematic configuration diagram of a game system according to the present embodiment. It is a figure which shows the example of the game screen of the game which the game system which concerns on this embodiment provides. It is a structure schematic diagram of a planner terminal. It is a structure schematic diagram of a player terminal. It is a structure schematic diagram of a game server. It is a figure which shows the example of the content of character DB. It is a figure which shows the example of the content of skill performance DB. It is a figure which shows the example of the content of a game log. It is a figure which shows the example of a display of several statistical data. It is a figure which shows the example by which statistical data was displayed on the planner terminal. It is a figure which shows the example by which the recommended value of attack power was displayed on the planner terminal. It is a figure which shows the example by which the analysis result of the game log was displayed on the planner terminal. It is a figure which shows the example by which statistical data was displayed on the player terminal. It is a figure which shows the example by which the use difficulty level was displayed on the player terminal. It is a flowchart which shows the flow of a process of the game server which concerns on this embodiment.

  Hereinafter, embodiments of the present invention will be described.

  FIG. 1 shows a schematic configuration diagram of a game system 10 according to the present embodiment. The game system 10 is a planner used by a developer of an electronic game provided by the game system 10 (hereinafter simply referred to as “game”), more specifically, a planner who is a creator of a game object used in the game. The terminal 12 includes a player terminal 14 used by a game player, and a game server 16 as an information processing apparatus. The planner terminal 12 and the game server 16 and the player terminal 14 and the game server 16 are connected to each other via a communication line 18 so as to communicate with each other. The communication line 18 is configured by, for example, the Internet or a local area network (LAN). In FIG. 1, one planner terminal 12 and one player terminal 14 are shown, but a plurality of these may be provided.

  In the game system 10, a planner can develop a game including creation of a game object by accessing the game server 16 using the planner terminal 12. In response to a game provision request transmitted from the player terminal 14, the game server 16 transmits various game information to the player terminal 14 to provide the game.

  Here, the content of the game provided by the game system 10 in the present embodiment will be described. FIG. 2 shows an example of a game screen displayed on the player terminal 14. This game is a battle with an enemy player using a plurality of characters as a plurality of game objects. The enemy player may be a player other than the player or a computer (game server 16). Specifically, the player and the enemy player alternately arrange characters in the manner of Othello (registered trademark) on the board 20 where a plurality of squares are defined as a game field. In FIG. 2, each square row is indicated by numerals “1” to “6”, and the columns are indicated by alphabetic letters “A” to “F”.

  The white circle on the board 20 indicates the stone (white stone) of the player, and the black circle indicates the stone (black stone) of the enemy player. A character having a character name (for example, “C0055”) in a white circle on the board 20 indicates a character (own character) of the player, and a character having a character name in a black circle is an enemy player. Indicates a character (enemy character). When an enemy character or black stone is sandwiched between two own characters, or one white stone and one own character, the enemy character or black stone can be changed (turned over) to white stone. Further, when the own character or white stone is sandwiched between two enemy characters or one black stone and one enemy character, the own character or white stone is changed to black stone. As in the case of normal Othello (registered trademark), two white stones and two black stones may be placed on the four squares at the center of the board 20 at the start of the game. That is, white stones may be placed on the 3C and 4D squares, and black stones may be placed on the 3D and 4C squares.

  The player selects a plurality of characters from among a plurality of characters defined in the game and acquired by the player (can be used in the game). For example, in this embodiment, 16 characters are selected. In this specification, the 16 character groups selected by the player are referred to as “deck”. The player can acquire a new character according to the progress of the game or by charging. As shown in FIG. 2, four characters selected from the deck are displayed on the screen. In the present specification, the four characters are referred to as “hand pieces” 22. The hand piece 22 may be randomly selected from the deck by the game server 16, or the player may be able to select from the deck. The user selects an arbitrary character from the four hand pieces 22 and places the selected character on the square on the board 20.

  Although details will be described later, a plurality of parameters are set for each character. For example, parameters for parameter items such as attack power, skill effect, skill activation condition are set. When the character is placed on the board 20, damage according to the attack power of the character can be given to the opponent. Alternatively, when the skill activation condition of the character is satisfied, the skill (skill) of the character is executed, and an effect on the game corresponding to the skill effect (or skill effect and attack power) is activated.

  A HP (hit point) is set for each of the player and the enemy player. In FIG. 2, the maximum HP of the player is 250, and the current HP is 180. The HP of the opponent can be reduced by placing the character on the board 20 or executing the skill. Moreover, HP may be recoverable depending on the skill of the character. And the one where HP becomes 0 first is losing, and the other wins.

  FIG. 3 shows a schematic configuration diagram of the planner terminal 12. The planner terminal 12 may be a general computer, for example.

  The control unit 12a includes, for example, a CPU (Central Processing Unit) or a microcomputer, and controls each unit of the planner terminal 12 according to a program stored in a storage unit 12e described later.

  The communication unit 12b includes a network adapter, for example, and has a function of communicating with the game server 16 via the communication line 18.

  The input unit 12c includes, for example, a mouse, a keyboard, or a touch panel. The input unit 12 c is for inputting a planner instruction to the planner terminal 12.

  The display unit 12d includes a liquid crystal display, for example, and is a person who displays various screens. In particular, the display unit 12d displays a game development screen, more specifically, a character creation screen.

  The storage unit 12e includes, for example, a hard disk, a RAM (Random Access Memory), or a ROM (Read Only Memory). The storage unit 12e stores a program for operating each unit of the planner terminal 12. Alternatively, the storage unit 12e stores various control data or various processing result data.

  FIG. 4 shows a schematic configuration diagram of the player terminal 14. In the present embodiment, a portable terminal such as a smartphone or a tablet terminal is used as the player terminal 14, but the player terminal 14 may be a stationary computer.

  The control unit 14a includes, for example, a CPU or a microcomputer, and controls each unit of the player terminal 14 according to a game client program stored in a storage unit 14e described later.

  The communication unit 14 b includes a network adapter, for example, and has a function of communicating with the game server 16 via the communication line 18.

  The input unit 14c includes, for example, a touch panel or buttons. The input unit 14 c is for inputting a player instruction to the player terminal 14.

  The display unit 14d includes a liquid crystal display, for example, and is a person who displays various screens. In particular, a game screen or the like is displayed on the display unit 14d.

  The storage unit 14e includes, for example, a RAM or a ROM. The storage unit 14e stores a game client program. Alternatively, the storage unit 14e stores various control data, various game process result data, and the like.

  FIG. 5 shows a schematic configuration diagram of the game server 16.

  The communication unit 30 includes a network adapter, for example, and has a function of communicating with the planner terminal 12 and the player terminal 14 via the communication line 18.

  The storage unit 32 includes, for example, a hard disk, RAM, or ROM. The storage unit 32 stores a game host program as an information processing program. By executing the host program, the game progresses and each part of the game server 16 operates. Further, as shown in FIG. 5, a character DB 34 and a play data DB 36 are defined in the storage unit 32. The play data DB 36 includes a skill performance DB 38 and a game record log 40. Further, the storage unit 32 stores a statistical data group 42 including a plurality of statistical data 42a.

  The character DB 34 is a database that is defined in the game (that is, by a host program) and stores data related to characters that can be used by the player or enemy player in the game. Specifically, each parameter set for each character is stored in the character DB 34.

  FIG. 6 shows the contents of the character DB 34 according to the present embodiment. In FIG. 6, the character DB 34 is shown in a table format, but the data format of the character DB 34 is not limited to this. In FIG. 6, one record corresponds to one character. In the present embodiment, each character has parameters for each parameter item of character name, attribute, rarity, attack power, skill name, skill activation condition, and skill effect. These parameters are defined by the planner. Of course, the parameter items are not limited to these, and each character may have parameters for other parameter items.

  The character name is a parameter indicating the name of the character. In this game, a character can be uniquely identified by a character name. That is, the character name can function as identification information for identifying the character.

  The attribute indicates the feature of the character. For example, a character with the attribute “P1” is a character having a relatively high attack power compared to other attributes, and a character with the attribute “P2” has a relatively strong skill effect compared to other attributes. Is a character. The player can grasp the approximate characteristics of the character by checking the attribute of the character. The attribute may be used as a skill activation condition for the character.

  The rare degree is a value indicating the difficulty of obtaining the character. In the present embodiment, four values of “S”, “A”, “B”, and “C” can be taken as the rare degree. Among these, the rare degree “S” is the character that is most difficult to obtain, and the rare degree “C” is the character that is most easily obtained. A character with a rarity “S” can be acquired, for example, when a hard enemy is defeated in a game, or can be acquired when the player charges. On the other hand, a character with a rarity “C” is a character given to the player at the start of the game or obtained when a relatively weak enemy is defeated. Characters with rarity “A” and “B” are in between. The higher the rarity, the more effective the character is in this game. Therefore, the rare degree in this embodiment also indicates the effectiveness of the character.

  The attack power is a value serving as a reference for damage to the opponent when the character is placed on the board 20. In the present embodiment, the damage actually given to the opponent is a value that takes a random number into consideration as an attack power value. That is, even if the attack power is constant, the damage given to the opponent fluctuates. In the present specification, “ordinary attack” means that a character is placed on the board 20 and does not activate a skill but damages an opponent based on an attack power value.

  The skill name is a name of a skill that the character has. In the present embodiment, one character has one skill, but one character may have a plurality of skills. In the present embodiment, the skill can be uniquely identified by the skill name as well as the character name. A plurality of characters may have the same skill.

  The skill activation condition as the effect activation condition indicates a condition under which the skill of the character is activated. Here, the skill activation condition is not defined as a simple numerical value (for example, a probability of 50%), but is a condition relating to the game situation of this game. For example, the skill activation condition for the skill “S001” of the character name “C0022” is a condition that “the current HP of the player who placed the character is 5% or less of the maximum HP”. Further, for example, the skill activation condition of the skill “S002” of the character name “C0158” is “three or more own characters with the attribute P1 on the board” (immediately after placing the skill). Note that the skill activation condition is not limited to the condition of the game when the character is placed on the board 20, but may be the condition that the character has entered the hand piece 22, for example.

  The skill effect as the effect that the game object is activated indicates the content of the effect of the skill that the character activates when the skill activation condition attached to the character is satisfied. There are various types of skill effects such as those that damage the opponent, those that recover the player's HP, and those that temporarily improve the attack power of the character on the hand piece 22 or deck. It's okay. That is, there may be a plurality of skill types such as a damage skill, a recovery skill, and an attack power improvement skill.

  When the skill effect causes damage to the opponent, in general, it is possible to give more damage to the opponent as compared to the normal attack. For example, the skill effect of the skill “S001” possessed by the character name “C0022” is “damage 4 times as much as the normal attack”, and the skill effect of the skill “S002” possessed by the character name “C0158” is "Take twice as much damage as a normal attack." As described above, the skill effect may be defined based on the value of the attack power.

  On the other hand, the skill effect of the skill “S003” possessed by the character name “C241” is as follows: “By placing the character on the board 20, the opponent ’s stone is turned over and the damage is multiplied by 10 ×” It has become. As described above, the skill effect may be defined only by the game situation, in particular, the character arrangement state on the board 20 (in this example, the number of the opponent's stones turned over) regardless of the attack power. That is, the skill effect may be changed only by the arrangement state of the character. In addition to the above, for example, the number of characters on the board, the number of enemy characters on the board, and the number of enemy characters on the board at the time when the character is placed or when the skill of the character is activated. The number of characters with specific attributes, the number of characters in a specific state on the board, the position of the character on the board and the field attributes set at the position, the position of the character on the board and the position of other characters And the relationship.

  As described above, in the present embodiment, of the parameters of the character, the attack power and skill effect correspond to the effect criterion, or only the skill effect corresponds to the effect criterion.

  In this embodiment, if the skill name is the same, the skill activation condition and the skill effect are the same. That is, the skill activation condition and the skill effect can be specified from the skill name.

  As described above, in the present embodiment, since the skill activation conditions of each character are defined by the conditions relating to the game situation, the planner appropriately sets the skill effect or attack power when creating a new character. It is difficult to do. If the skill trigger condition is simply given as a numerical value as a probability, it is relatively easy for the planner to set an appropriate skill effect or attack power based on the skill trigger probability (numerical value). There is a case. However, when the skill activation conditions are defined by conditions relating to the game situation, it is not easy to grasp the skill activation probability of the character, which makes it difficult to set the skill effect or attack power of the new character appropriately. doing.

  Also, as a player, since the skill activation conditions of each character are defined by the conditions relating to the game situation, it is difficult to appropriately select the character to be put into the deck. That is, it is because it is not easy for the player to grasp the probability that the character activates the skill by looking at the skill activation condition of the character.

  Returning to FIG. 5, the play data DB 36 is a database in which data relating to the game during actual game play by the player is accumulated. Alternatively, the play data DB 36 may store data not only during an actual game play by a player but also during a trial game play by a developer of this game or a game simulator. In any case, the play data DB 36 accumulates data in an actual game play by the player or a situation that can be identified with the game. As described above, the play data DB 36 includes a skill record DB 38 and a game record log 40 as arrangement history data.

  The skill record DB 38 determines how many times the character can activate the skill during game play, how many times the character activates the skill, and when the skill is activated, It is a database that stores and stores how much effect is actually produced. In addition, the game log 40 is such that during the game play, the player's player and the enemy player have placed which character on the board 20 at which timing, and how many of the opponent's stones are turned over depending on the character arrangement. This is log (history) information that indicates whether or not

  Data accumulated in the play data DB 36 is collected by a play data collection unit 46 described later. Details of the skill record DB 38 and the game record log 40 will be described later together with the play data collection unit 46.

  The statistical data 42a is generated by a statistical data generation unit 48 to be described later based on data accumulated in the skill record DB 38. The statistical data 42a indicates the distribution of skill activation conditions, skill activation probabilities as effect activation probabilities, and actual effect values related to one skill of the character. Details of the statistical data 42a will also be described later together with the statistical data generation unit 48.

  The control unit 44 includes, for example, a CPU or a microcomputer, and controls each unit of the game server 16 in accordance with a game host program stored in the storage unit 32. Also, as shown in FIG. 5, the control unit 44 uses the host program to play data collection unit 46, statistical data generation unit 48, recommended value identification unit 50, game record log analysis unit 52 as an arrangement history data analysis unit, use It also functions as the difficulty level specifying unit 54 and the display control unit 56. Hereinafter, these functions of the control unit 44 will be described.

  The play data collection unit 46 performs processing for sequentially acquiring data (play data) regarding the game during game play and storing the data in the play data DB 36. As described above, the play data collection unit 46 acquires not only the actual game play by the player but also the play data during the experimental game play.

  First, data stored in the skill record DB 38 will be described. FIG. 7 shows the contents of the skill record DB 38 according to the present embodiment. Although the skill record DB 38 is shown in a table format in FIG. 7, the data format of the skill record DB 38 is not limited to this. The skill record DB 38 in the present embodiment includes items of “character name”, “skill name”, “skill activation”, and “result effect value”.

  The play data collection unit 46 specifies the character name of the character and the skill name of the character when a certain character is in a state where the skill can be activated during game play. Then, a new record including the specified character name and skill name is added to the skill record DB 38. As described above, in this game, the character can activate the skill when the character is placed on the board 20 and satisfies a certain condition or enters the hand piece 22. Accordingly, the “state in which the character can activate the skill” in the present embodiment is a state in which the character has entered the hand piece 22. In other words, in the present embodiment, the play data collection unit 46 adds a record including the character name and skill name of the character to the skill record DB 38 with a certain character entering the hand piece 22 as a trigger.

  Thereafter, the play data collection unit 46 monitors whether or not the character to which the record is added to the skill record DB 38 during the game play activates the skill, and triggered that the character activates the skill as a trigger. “1” is stored in the “skill activation” item. That is, the “skill activation” item indicates whether or not the character has demonstrated the skill during the game play, and the value “1” of the “skill activation” item is a value indicating that the skill has been activated. . On the other hand, when the game is finished without activating the skill even though a certain character enters the hand piece 22, the play data collecting unit 46 stores “0” in the “skill activation” item of the record. To do. That is, the value “0” of the “skill activation” item is a value indicating that the skill is not activated.

  When the character activates the skill, the play data collection unit 46 acquires the result effect value of the skill activation. Then, the acquired result effect value is stored in the “result effect value” item of the record corresponding to the character. Note that each skill of each character shown in FIG. 7 is a damage skill. Therefore, although the damage amount is stored as the actual effect value, as described above, there are the recovery skill or the attack power improvement skill as the skill type, so the actual effect value is the recovery value or An attack power improvement value or the like may be stored.

  In this way, as each data is accumulated in the skill record DB 38, the skill record DB 38, as for the plurality of characters, the skill activation as the number of times the effect can be activated, which is the number of times each character can activate the skill. The number of possible times, the number of times each character activates the skill, and the result effect value when each character activates the skill are shown. That is, the play data collection unit 46 adds a record to the skill record DB 38 every time a certain character can activate the skill, so that the number of records having the same character name is equal to the skill activation of the character. It will indicate the number of possible times. In addition, the number of records in which the value of the “skill activation” item is “1” among a plurality of records having the same character name is the number of times the character has activated the skill. The actual effect value when the skill is activated is the value of the “actual effect value” item itself.

  Next, the game record log 40 will be described. FIG. 8 shows the contents of the game log 40 according to the present embodiment. Although the game log 40 is also shown in a table format in FIG. 8, the data format of the game log 40 is not limited to this. The game record log 40 in this embodiment has items of “number of turns”, “arranged character”, “arrangement location”, and “number of upside down”.

  The play data collection unit 46 adds new records having values for the above items to the game record log 40 each time the player or enemy player places a character on the board 20. For example, in the first turn of the player (the player first places the character on the board 20 after the game starts), the player places the character “C0048” on the “3E” cell on the board 20. Then, when the enemy character or enemy player's stone (black stone) is turned over by “1”, the value of the “turn number” item is “self 1” (this represents the first turn of the player character), “ A new record having “C0048” as the value of the “placement character” item, “3E” as the value of the “placement location” item, and “1” as the value of the “number of overturned” item is added. Also, in the first turn of the enemy player (the number at which the enemy player first places the character on the board 20 after the game starts), the enemy player places the character “C0008” on the “2C” cell on the board 20. Then, when the player character or player's stone (Shiraishi) is turned upside down by “1”, the value of the “number of turns” item is “enemy 1” (this represents the first turn of the enemy character), “ A new record having “C0008” as the value of the “placement character” item, “2C” as the value of the “placement location” item, and “1” as the value of the “number of overturned” item is added.

  The contents of the play data DB 36 are as described above. As described above, the play data collection unit 46 collects play data during game play and stores it in the play data DB 36. Since the play data collection unit 46 collects play data every time this game is played, the content of the play data DB 36 changes every moment.

  The statistical data generation unit 48 generates statistical data 42 a based on the play data collected by the play data collection unit 46, particularly the data accumulated in the skill record DB 38. As described above, the statistical data 42a indicates the distribution of skill activation conditions, skill activation probabilities as effect activation probabilities, and actual effect values related to one skill of the character. First, the statistical data generation unit 48 refers to the character DB 34 to identify the character name of the character that is the target of creation or update processing of the statistical data 42a and the skill activation condition of the skill that the character has. Here, it is assumed that the character name “C0022” and the skill activation condition “HP is 5% or less of the maximum HP” are specified.

Next, the statistical data generation unit 48 refers to the skill record DB 38 and acquires the number of records of the identified character name “C0022”, that is, the number of times the skill can be activated. Here, it is assumed that “100 times” is acquired as the number of times the skill can be activated. Further, the statistical data generation unit 48 specifies the number of records whose “skill activation” item is “1” among 100 records of the character name “C0022”, that is, the number of times the character has activated the skill. Here, it is assumed that “5 times” is specified as the number of times that the character has activated the skill. The statistical data generation unit 48 calculates a skill activation probability, which is a probability that the skill of the character has been activated, based on the identified skill activation possible number and the number of times the skill has been activated. In particular,
Thus, the skill activation probability of the character is calculated. In the above example, 5% is calculated as the skill activation probability of the skill activation condition “HP is 5% or less of the maximum HP”.

  Further, the statistical data generation unit 48 acquires all the actual effect values possessed by the record whose “skill activation” item is “1” among the plurality of records having the character name “C0022”. Thereby, the distribution of the results effect value when the skill of the character is activated is acquired.

  The skill statistic data 42a of the character is obtained by associating the skill activation condition, the skill activation probability, and the distribution of the actual effect value of the skill acquired as described above.

  The statistical data generation unit 48 generates statistical data 42a for a plurality of characters registered in the character DB 34, ideally, all characters by the above-described processing. Thereby, a statistical data group 42 is formed.

  As described above, since the content of the play data DB 36 (skill performance DB 38) changes every moment, the content of the statistical data 42a can also change every moment. Therefore, it is desirable that the statistical data generation unit 48 updates the statistical data 42a at a predetermined time interval.

  FIG. 9 shows a display example of a plurality of statistical data 42a in the present embodiment. A plurality of statistical data 42 a selected from the statistical data group 42 is displayed on the display unit 12 d of the planner terminal 12 or the display unit 14 d of the player terminal 14 by the display control unit 56 described later. Among the statistical data group 42, the statistical data 42a to be displayed may be selected according to an instruction from the planner or the player. For example, displaying a plurality of statistical data 42a related to skills of a plurality of characters having common parameters for parameter items (rare degree, attribute, skill activation condition, skill effect, skill type, etc.) designated by the planner or player. Can do. For example, FIG. 9 shows a state in which a plurality of statistical data 42 a regarding a character having a rare skill “S” in the statistical data group 42 and having a damage skill is displayed. Preferably, the plurality of statistical data 42a are displayed so as to be comparable. For example, as shown in FIG. 9, a plurality of statistical data 42a are displayed side by side. Note that a single piece of statistical data 42a selected by the planner or player may be displayed.

  In the present embodiment, the plurality of statistical data 42a are displayed in a graph format. Character names are arranged on the horizontal axis of the graph. As described above, in this embodiment, since one character has one skill, the horizontal axis can be regarded as a list of skill names. In the present embodiment, since the skill activation condition can be specified from the skill name, the horizontal axis can be regarded as the skill activation condition being arranged. Alternatively, a skill name or skill activation condition may be arranged on the horizontal axis instead of the character name. In the example of FIG. 9, a plurality of characters are arranged so that the skill activation probability of the character arranged at the left is the highest and the skill activation probability decreases from the left to the right.

  The vertical axis shows the results effect value and skill activation probability. Specifically, the left vertical axis indicates the actual effect value, and the right vertical axis indicates the skill activation probability. In the display example of FIG. 9, the distribution of the performance effect value of each character is represented by a box diagram. Specifically, the lower limit of the heel represents the 5th percentile of the actual effect value (the effect value of 5% from the bottom when the damage is arranged in descending order), the lower limit of the box represents the 25th percentile of the actual effect value, The horizontal line represents the median of the actual effect value, the upper limit of the box represents the 75th percentile of the actual effect value, and the upper limit of the bag represents the 95th percentile of the actual effect value.

  On the other hand, regarding the skill activation probability, points are plotted on the graph for each character. In the example of FIG. 9, skill activation probability graphs are formed by connecting points of skill activation probabilities for a plurality of characters. As described above, in the example of FIG. 9, since the characters are arranged in the order of skill activation probability, it can be understood that the skill activation probability decreases as the skill activation probability graph goes to the right.

  According to FIG. 9, it is recognized that the performance effect value tends to increase as the character (skill) has a lower skill activation probability. This can be said to indicate that the parameters of each character are set relatively appropriately. Here, for example, when the skill activation probability is about 80%, and there is a character whose distribution of the effect value is 200 to 300, the game balance is lost by the character.

  Returning to FIG. 5, when the planner inputs a part of the parameters related to the new character that the planner intends to create, at least the rare degree and the skill activation condition, the recommended value specifying unit 50 receives the input parameters and statistical data group. 42, the skill effect or attack power to be set for the new character is specified.

  In the present embodiment, the recommended value specifying unit 50 specifies the recommended value by the following method. First, prior to input of parameters relating to a new character, the recommended value specifying unit 50 reads out statistical data 42a relating to a character having the same rare skill from the statistical data group 42 and having the same kind of skill. Get a group. For example, a group of statistical data 42a regarding a character having a rareness “S” and having a damage skill is acquired. Then, for each character corresponding to the plurality of statistical data 42a included in the group, a multiplication value of the skill activation probability and the representative value (for example, median value) in the distribution of the actual effect value is calculated. Using the example of FIG. 9, for example, for the character “C0001”, “25.5” is calculated as a multiplication value of the skill activation probability “85%” and the median value “30” of the actual effect value. Similarly, for the character “C0016”, for example, “24.6” is calculated as a multiplication value of the skill activation probability “41%” and the median value “60” of the actual effect value.

  Next, an average value in the group of the plurality of calculated multiplication values is calculated. Then, the recommended value specifying unit 50 sets the calculated average value as an index value for the combination of the rare degree “S” and the damage skill. The recommended value specifying unit 50 calculates a plurality of index values corresponding to a plurality of combinations of each rare degree and each skill type.

  If the parameters of an existing character are appropriately set according to the rarity, the skill of a character with a higher rarity is better when comparing characters (skills) with the same skill activation probability. It should have a representative value of a large actual effect value. Therefore, for the same skill type, the combination with a higher rarity has a higher index value. For example, the index value corresponding to the combination of the rare degree “S” and the damage skill is larger than the index value corresponding to the combination of the rare degree “A” and the damage skill.

  In this way, by calculating in advance a plurality of index values corresponding to a plurality of combinations of the rare degree and the skill type, the recommended value specifying unit 50 allows the rare degree of the new character input from the planner, It is possible to specify a recommended value depending on the type of skill and skill activation conditions.

  First, the recommended value specifying unit 50 specifies the skill activation probability of the new character based on the skill activation condition and the statistical data group 42 of the new character input from the planner. If there is statistical data 42a regarding the same skill activation condition as the skill activation condition of the new character in the statistical data group 42, the recommended value specifying unit 50 sets the skill activation probability indicated by the statistical data 42a to the skill activation of the new character. Specify as a probability.

  Even if the statistical data group 42 does not include statistical data 42a regarding the same skill activation condition as the skill activation condition of the new character, that is, even when the skill activation condition of the new character is new, the recommended value is specified. The unit 50 can estimate the skill activation probability of the new character based on a plurality of statistical data 42a regarding the same type of skill activation condition as the skill activation condition of the new character. For example, when the new skill activation condition is “HP is 7.5% or less of the maximum HP”, the skill activation condition included in the statistical data group 42 is “HP is 5% or less of the maximum HP”. Based on the statistical data 42a and the statistical data 42a whose skill activation condition is “HP is 10% or less of the maximum HP”, the skill activation whose new skill activation condition is “HP is 7.5% or less of the maximum HP” Probability can be estimated. For example, the statistical data 42a relating to the skill activation condition “HP is 5% or less of the maximum HP” indicates “5%” as the skill activation probability, and the skill activation condition “HP is 10% or less of the maximum HP”. Consider a case where 42a indicates “9%” as the skill activation probability. At this time, the value “7.5% or less” in the condition “HP is 7.5% or less of the maximum HP” is the value “5% or less” in the condition “HP is 5% or less of the maximum HP”. , “HP is 10% or less of maximum HP”, and an intermediate value with a numerical value of “10% or less”. Therefore, for example, the recommended value specifying unit 50 sets the skill activation probability of the new skill activation condition “HP is 7.5% or less of the maximum HP” to the skill activation probability “5%” and “9” of the two statistical data 42a. It can be estimated that “7%” is an intermediate value of “%”.

  Next, the recommended value specifying unit 50 determines the rareness and skill type of the input new character from a plurality of index values calculated in advance based on the rareness and skill type of the new character input from the planner. The index value corresponding to the combination is specified. Then, by dividing the identified index value by the skill activation probability of the new character, an ideal effect value that is an effect value to be generated when the skill of the new character is activated is calculated.

  The recommended value specifying unit 50 can specify the recommended value of the skill effect or attack power of the new character based on the ideal effect value calculated as described above. For example, when the calculated ideal effect value is “100” and “25” is input as the attack power of a new character from the planner, “4 times the damage of a normal attack” is specified as the recommended skill effect can do. In addition, when the calculated ideal effect value is “100” and “given 4 times the damage of the normal attack” is input from the planner as the skill effect of the new character, “25” is specified as the recommended attack power can do. Alternatively, when the calculated ideal effect value is “100”, one or a plurality of combinations of the skill effect and the attack power with which the effect value is “100” may be specified.

  Further, the recommended value specifying unit 50 may specify not only the recommended value of the skill effect or attack power of the new character but also at least one of the upper limit value and the lower limit value of the skill effect or attack power. The upper limit value is a limit value that no more parameters should be set as the skill effect or attack power of the new character. More specifically, the upper limit value is a value that allows the new character to be more advantageous than a rare character above the new character's rarity when a parameter equal to or greater than the upper limit value is set for the new character. It is. Similarly, the lower limit value is a limit value that a parameter lower than that should not be set as the skill effect or attack power of the new character. More specifically, the lower limit value is a value at which the new character may be disadvantageous than a character with a rarity below the new character's rarity when a parameter equal to or lower than the lower limit is set for the new character. It is.

  The index value corresponding to the combination of the rare degree “S” and the damage skill is “60”, and the index value corresponding to the combination of the rare degree “A” and the damage skill is “40”. Assume that the index value corresponding to the combination of “B” and the damage skill is “20”.

  From the planner, the rareness “A” and the skill effect “Damage 4 times the normal attack” are input as parameters of the new character, and the skill activation probability of the new character is identified as “50%” Consider the case. In this case, the recommended value specifying unit 50 specifies “20” as the recommended value of the attack power of the new character based on the index value “40” corresponding to the combination of the rare degree “A” and the damage skill, Based on the index value “60” corresponding to the combination of the rare degree “S” and the damage skill, “30” is specified as the upper limit value of the attack power of the new character, and the rare degree “B” and the damage skill are Based on the index value “20” corresponding to the combination, “10” is specified as the lower limit value of the attack power of the new character.

  Further, a case is considered in which a rareness “A” and an attack power “20” are input as parameters of a new character from the planner and the skill activation probability of the new character is specified as “50%”. In this case, the recommended value specifying unit 50 uses, for example, “four times the normal attack as a recommended value for the skill effect of the new character, based on the index value“ 40 ”corresponding to the combination of the rare degree“ A ”and the damage skill. “Damage” is specified, and based on the index value “60” corresponding to the combination of the rarity “S” and the damage skill, the upper limit value of the skill effect of the new character is, for example, “6 times the normal attack” “Damage” is specified, and based on the index value “20” corresponding to the combination of the rarity “B” and the damage skill, the lower limit value of the skill effect of the new character is, for example, “double damage of normal attack” To give.

  The recommended value specifying unit 50 may specify the recommended value by a method other than the above method. For example, when there is statistical data 42a input from the planner regarding a character having the same rareness and skill activation condition as the new character's rareness and skill activation condition, the recommended value specifying unit 50 indicates the statistical data 42a. The representative value of the actual effect value may be set as the ideal effect value, and the recommended value of the skill effect or the attack value may be specified based on the ideal effect value.

  The recommended value specified by the recommended value specifying unit 50, or the upper limit value and the lower limit value are displayed on the display unit 12d of the planner terminal 12 when the planner sets the parameters of the new character.

  The game record log analysis unit 52 analyzes the game record log 40 recorded by the play data collection unit 46 to obtain an analysis result. The analysis result is data that can be used as a reference when the planner determines the parameters of the new character, particularly the skill effect or attack power. Alternatively, the analysis result is data that can be used as a reference when the player selects a character to be added to his / her deck. In the present embodiment, the game record log analysis unit 52 calculates a value obtained by dividing the total number of overturns recorded in the game record log 40 by the number of records in the game record log 40. That is, the average number of overturns per turn during the past game play is calculated.

  The average turnover number can be used as a reference when determining the X value when the planner wants to give the skill effect of the new character “the turnover number × damage X damage”, for example. For example, it is assumed that the recommended value specifying unit 50 specifies the index value corresponding to the combination of the rare degree “A” and the damage skill as “40”. If the skill activation probability of the new character is “50%”, the ideal effect value of the skill is 80 if the new character has a rare degree “A”. Here, for example, if the average number of overturned sheets is “2”, the effect of the skill can be set to an appropriate value of “inverted number of sheets × 40 damage”.

  Further, as a player, for example, two characters having substantially the same condition for skill activation, and the skill effect of one character is “the number of overturned times × 20 damage”, and the other character has When the skill effect is “Damage 30 (fixed value)”, it is possible to refer to the average number of turnovers when deciding which character is put into the deck. In this case, for example, if the average number of turnovers is less than 1.5, select the character whose skill effect is “Damage 30 damage” and the average turnover number is 1.5 or more. For example, it is possible to make a decision such as selecting a character whose skill effect is “inverted number × 20 damage”.

  As described above, since the contents of the play data DB 36 (game record log 40) change every moment, the analysis result of the game record log 40 can also change every moment. Therefore, it is desirable that the game record log analysis unit 52 analyzes the game record log 40 at a predetermined time interval and updates the analysis result (the average number of overturns in this embodiment).

  Based on the statistical data group 42, the use difficulty level specifying unit 54 specifies the use difficulty level for each character registered in the character DB 34. The difficulty level of use is an index indicating the ease of use of the character in this game. For example, the difficulty level of use may be represented by a numerical value from “1” to “5”, with “1” being the easiest to use and “5” being the least difficult to use.

  The use difficulty level specifying unit 54 can specify the use difficulty level based on the skill activation probability of the character. The skill activation condition that lowers the probability of skill activation is effective if the player is not used to this game, such as “the number of flipped over is 3 or more” or “there are 3 or more own characters with attribute P1 on the board” It is often a condition that can not be activated. On the other hand, if the skill activation probability is high, even a player who is not familiar with the game can often activate the effect. Accordingly, the use difficulty level specifying unit 54 estimates the use difficulty level higher as the skill activation probability is lower, and estimates the use difficulty level lower as the skill activation probability is higher.

  Alternatively, the use difficulty level specifying unit 54 can specify the use difficulty level based on the distribution of the result effect values when the character activates the skill. When the results effect value is more widely distributed, the content of the skill effect is that the player who gets used to this game can deal more damage to the opponent, such as, for example, “Take the number of flipped pieces x X damage” In many cases. On the other hand, if the skill effect is, for example, the content of “Damage X times the normal attack”, once the skill is activated, a certain amount of damage can be done regardless of the player. Therefore, the use difficulty level specifying unit 54 estimates the use difficulty level higher as the result effect value is distributed more widely, and estimates the use difficulty level lower as the result effect value is distributed more narrowly.

  In the present embodiment, the usage difficulty level specifying unit 54 specifies the usage difficulty level of the character in consideration of both the skill activation probability and the distribution of the actual effect value. The difficulty level of use is displayed on the display unit 14d of the player terminal 14 when the player selects a character to be placed in the deck.

  The display control unit 56 displays the statistical data 42 a generated by the statistical data generation unit 48, the recommended value specified by the recommended value specifying unit 50, and the analysis result obtained by analyzing the score log analysis unit 52, as a display unit of the planner terminal 12. 12d or displayed on the display unit 14d of the player terminal 14.

  First, the case where the display control unit 56 displays various data on the display unit 12d of the planner terminal 12 will be described. FIG. 10 is a diagram illustrating a state in which the statistical data 42a is displayed on the display unit 12d. The statistical data 42a is displayed on the display unit 12d when the planner creates a new character.

  As described above, the statistical data 42a indicates the distribution of skill activation conditions, skill activation probabilities, and actual effect values of each character. Therefore, the statistical data 42a is displayed on the display unit 12d. The appropriate skill effect or attack power setting of the new character by is supported. For example, if the displayed statistical data 42a includes statistical data 42a related to the same skill activation condition as the skill activation condition of the new character, the statistical data 42a can grasp the skill activation probability of the new character. Thereby, the skill effect or the attack value can be set so that the appropriate effect value is exhibited when the new character activates the skill.

  Further, by displaying a plurality of statistical data 42a, even when the skill activation condition of the new character is new, the plurality of statistical data 42a for the same type of skill activation condition as the new skill activation condition is compared. Thus, the planner can also estimate the skill activation probability of the new skill activation condition. As a result, the new character can appropriately set the skill effect or attack power.

  As described above, the statistical data 42a to be displayed in the statistical data group 42 can be selected by the planner. On the display screen of the statistical data 42a in the display unit 12d, an input box 60 for selecting the statistical data 42a to be displayed is provided. In the input box 60, a combination of character parameter items and parameter values can be set. In the example of FIG. 10, “rare degree” is selected as the parameter item, and “S” is selected as the parameter value. In this case, among the statistical data group 42, statistical data 42a relating to the skill of the character whose rare degree is S is selected and displayed on the display unit 12d. Of course, in the input box 60, other parameter items such as attributes, skill activation conditions, skill effects, or skill types may be set.

  On the display screen of the statistical data 42a, a button 62 for changing to a parameter input screen for inputting each parameter of a new character is displayed. When the button 62 is clicked, a parameter input screen as shown in FIG. 11 is displayed on the display unit 12d.

  In the parameter input screen, an input field 70 for inputting each parameter for each parameter item of the new character is displayed. The planner can input each parameter of the new character in the input field 70. At the same time, the recommended value 72a, the upper limit value 72b, and the lower limit value 72c specified by the recommended value specifying unit 50 may be displayed on the parameter input screen. For example, in the example of FIG. 11, from the planner, the rare degree “A”, the skill effect “damage twice as much as the normal attack”, and the activation condition “two or more own characters with attribute P1 on the board” Have been entered. The recommended value specifying unit 50 specifies the recommended value “25”, the upper limit value “30”, and the lower limit value “10” of the attack power based on these parameters and the statistical data group 42. It is displayed. The recommended value 72a, the upper limit value 72b, and the lower limit value 72c can be displayed according to the planner's request. The parameter input screen is provided with a button 74 for displaying statistical data again.

  FIG. 12 shows another example of the parameter input screen. In FIG. 12, the average number of overturns 76 obtained by analyzing the game log 40 by the game log analysis unit 52 is displayed. The average turnover number 76 can also be displayed according to the planner's request. When the planner wants to give the skill effect of a new character “inverted number of pieces × X damage”, when determining the value of X, the planner should refer to the average upside-down number 76 together with the statistical data 42a. Can do.

  Next, a case where the display control unit 56 displays various data on the display unit 14d of the player terminal 14 will be described. FIG. 13 is a diagram illustrating a state in which statistical data 42a is displayed on the display unit 14d. The statistical data 42a is displayed on the display unit 12d when the player selects a character to be put on the deck, that is, a character used in the game.

  By displaying the statistical data 42a on the display unit 14d, selection of an appropriate character by the player is supported. For example, the skill activation probability of the character can be grasped by referring to the statistical data 42a corresponding to the skill of the character acquired by the player. The player can select an appropriate character and put it in the deck by considering the skill activation probability and skill effect of each character.

  As described above, the statistical data 42a to be displayed in the statistical data group 42 can be selected by the player. Similar to the display on the display unit 12d of the planner terminal 12, an input box 60 is provided on the display screen of the statistical data 42a in the display unit 14d.

  On the display screen of the statistical data 42a, a button 80 for changing to a character selection screen for selecting a character to be placed in the deck is displayed. When the button 80 is clicked, a character selection screen as shown in FIG. 14 is displayed on the display unit 14d.

  On the character selection screen, each parameter 82 of the character acquired by the player is displayed. Since the player has a plurality of characters in this game, the character for displaying the parameter 82 can be switched by touching the switching icon 84a or 84b. Alternatively, the parameters 82 of a plurality of characters may be displayed in parallel. At the same time, on the character selection screen, the use difficulty level 86 of the character specified by the use difficulty level specifying unit 54 is displayed. Thereby, the player can grasp | ascertain intuitively the use difficulty level of the displayed character. The character selection screen includes a button 88 for adding the displayed character to the deck, a button 90 for displaying information on the character already added to the deck, and a button 92 for displaying statistical data again. It has been.

  In the present embodiment, the statistical data 42a indicates the skill activation condition, the skill activation probability as the effect activation probability, and the distribution of the actual effect value regarding one skill of the character, but the statistical data 42a. However, it is also possible to adopt a mode in which only the character name and the distribution of the performance effect value when the character activates the skill can be employed. In this case, the play data only needs to include at least the character name and the result effect value. In this case, since the planner can specify the skill activation condition of the character from the character name based on separate materials, the planner can identify the skill activation condition thus identified and the skill grasped from the statistical data 42a. Based on the distribution of the result effect value, it is possible to estimate an appropriate skill effect or attack power of the new character. Also, since the player can specify the skill activation condition of the character from the character name based on the character information displayed in the game, it is grasped from the identified skill activation condition and the statistical data 42a. It is possible to estimate how effective the new character is based on the distribution of the performance effect values of the skill.

  The outline of the game system 10 according to the present embodiment is as described above. The processing flow of the game server 16 will be described below according to the flowchart shown in FIG.

  In step S <b> 10, the play data collection unit 46 acquires play data during game play, and stores the acquired play data in the play data DB 36.

  In step S12, the statistical data generation unit 48 uses the data stored in the skill record DB 38 among the play data collected by the play data collection unit 46 in step S10, and the statistical data for each character registered in the character DB 34. 42a is generated. Thereby, the statistical data group 42 is formed.

  In step S14, the game record log analysis unit 52 analyzes the game record log 40 among the play data collected by the play data collection unit 46 in step S10. In the present embodiment, this calculates the average number of flipped sheets.

  In step S16, the use difficulty level specifying unit 54 specifies the use difficulty level for each character registered in the character DB 34 based on the statistical data group 42 generated in step S12.

  In step S <b> 18, the control unit 44 of the game server 16 determines whether a new character creation request from the planner terminal 12 or a deck editing request from the player terminal 14 has been received. If neither is received, the process returns to step S10. If it is determined that a request for creating a new character from the planner terminal 12 has been received, the process proceeds to step S20.

  In step S20, the display control unit 56 causes the display unit 12d of the planner terminal 12 to display one or more statistical data 42a selected by the planner from the statistical data group 42.

  In step S22, some parameters of the new character are input by the planner. Here, it is assumed that at least the rareness of the new character, skill activation conditions, and skill effects are input.

  In step S24, the recommended value specifying unit 50 determines the new character's character based on the statistical data group 42 generated in step S12 and the rare degree, skill activation condition, and skill effect of the new character input in step S22. Identify the recommended attack power. Furthermore, at least one of the upper limit value and the lower limit value of the attack power of the new character may be specified.

  In step S26, the display control unit 56 causes the display unit 12d to display the recommended value specified in step S24. Further, based on an instruction from the planner, the average number of overturns acquired in step S14 is displayed on the display unit 12d.

  If it is determined in step S18 that the control unit 44 of the game server 16 has received a deck edit request from the player terminal 14, the process proceeds to step S28.

  In step S <b> 28, the display control unit 56 causes the display unit 14 d of the player terminal 14 to display one or a plurality of statistical data 42 a selected from the statistical data group 42 by the player.

  In step S30, a deck addition candidate character is selected by the player.

  In step S32, the display control unit 56 displays each parameter of the deck addition candidate character selected in step S24 on the display unit 14d, and displays the use difficulty level of the deck addition candidate character specified in step S16. It is displayed on the part 14d.

  As mentioned above, although embodiment which concerns on this invention was described, this invention is not limited to the said embodiment, A various change is possible unless it deviates from the meaning of this invention.

  For example, the above embodiment relates to an electronic game in which characters are arranged on the board 20, but the present invention can also be applied to electronic games other than those described above. Specifically, as long as the game uses a game object that has an effect activation condition and an effect criterion that are conditions related to the game situation as parameters, and produces an effect according to the effect criterion when the effect is activated, the present invention Can be applied.

  Moreover, although the said embodiment was an example in which a game object is a character, as a game object, it is not restricted to this. For example, the game object may be an item, equipment, or technique used in the game.

  10 game system, 12 planner terminal, 12a, 14a, 44 control unit, 12b, 14b, 30 communication unit, 12c, 14c input unit, 12d, 14d display unit, 12e, 14e, 32 storage unit, 14 player terminal, 16 game Server, 34 character DB, 36 play data DB, 38 skill record DB, 40 game log, 42 statistical data group, 42a statistical data, 46 play data collection unit, 48 statistical data generation unit, 50 recommended value identification unit, 52 game log Analysis unit, 54 difficulty level specifying unit, 56 display control unit.

Claims (7)

The parameter includes an effect activation condition that is a condition relating to a game situation of the electronic game and an effect criterion, and relates to a game object that activates an effect on the electronic game according to the effect criterion when the effect activation condition is satisfied , A play data collection unit that collects play data including a performance effect value when the effect is activated during game play;
Based on the play data, a statistical data generating unit that generates statistical data indicating the distribution of the effect activation condition and the actual effect value regarding the game object;
The recommended value of the effect criterion of the new game object is specified based on the effectiveness of the new game object in the electronic game, the effect activation condition, and the statistical data input by the creator of the game object. Recommended value identification part,
A display control unit for displaying the statistical data and the recommended value on a display unit;
An information processing apparatus comprising: The play data further includes the number of times the effect can be activated, which is the number of times the effect can be activated, and the number of times the effect has been activated.
The statistical data further comprises an effective activation probability is the probability that the previous SL effect is triggered,
The information processing apparatus according to claim 1. The statistical data generation unit generates a statistical data group related to a plurality of the game objects based on the play data related to the plurality of game objects,
The display control unit displays a plurality of statistical data related to the plurality of game objects having at least one common parameter in the statistical data group in a comparable manner.
The information processing apparatus according to claim 1 or 2. The electronic game is a game in which a player places the game object in a game field,
The achievement effect value varies according to the arrangement state of the game object in the game field,
The play data further includes placement history data of the game object in the game field,
The information processing apparatus includes:
An arrangement history data analysis unit for analyzing the arrangement history data;
Further comprising
The display control unit further causes the display unit to display an analysis result of the arrangement history.
The information processing apparatus according to claim 1, wherein the information processing apparatus is an information processing apparatus. The electronic game is a game in which a player selects a game object to be used from a plurality of the game objects,
The display control unit displays the statistical data when the game object used by the player is selected.
The information processing apparatus according to claim 1, any one of 4, characterized in that. Based on the statistical data, a usage difficulty level identifying unit that identifies the usage difficulty level of the game object;
Further comprising
The display control unit causes the display unit to display the use difficulty level when the game object used by the player is selected.
The information processing apparatus according to claim 5 . Computer
The parameter includes an effect activation condition that is a condition relating to a game situation of the electronic game and an effect criterion, and relates to a game object that activates an effect on the electronic game according to the effect criterion when the effect activation condition is satisfied , A play data collection unit that collects play data including a performance effect value when the effect is activated during game play;
Based on the play data, a statistical data generating unit that generates statistical data indicating the distribution of the effect activation condition and the actual effect value regarding the game object;
The recommended value of the effect criterion of the new game object is specified based on the effectiveness of the new game object in the electronic game, the effect activation condition, and the statistical data input by the creator of the game object. Recommended value identification part,
A display control unit for displaying the statistical data and the recommended value on a display unit;
An information processing program that functions as a computer program.