JP5681024B2 - Game information management device - Google Patents

Description

  The present invention relates to a game information management device for managing game information in a gaming machine.

  In a game arcade where game machines such as pachinko machines are installed, it is desired to specify the degree of popularity of the game machines. Therefore, a technique for specifying the operating rate of the gaming machine has been proposed (for example, Patent Document 1). According to this, a gaming machine with a high operating rate is popular with a player, and a gaming machine with a low operating rate is specified as a gaming machine with a low popularity with a player.

JP 2006-271675 A

However, for example, even if the operating rate of the gaming machines is the same, there are cases where the same player continues the game and cases where a plurality of players play the game. In the former case, it can be assumed that the gaming machine is highly interesting, but in the latter case, it is considered that the player is playing an interesting game, such as a new gaming machine (a so-called new stand), although the entertainment itself is low. It is done. For this reason, even if the operating rate of the gaming machine is high, it is not possible to identify whether the gaming machine is highly interesting, and the development of technology that makes it easy to analyze the trends of the players who are playing games on the gaming machine It is desired.
The present invention has been made in view of the above-described circumstances, and an object thereof is to provide a game information management device that makes it easy to analyze a player's trend.

The invention described in claim 1 is a game information management device that manages game information of a plurality of types of gaming machines installed in a game arcade, a player specifying means capable of specifying a player who has started a game, and a player A game period specifying means for specifying a period from the start of a game to the end of the game, and one game machine or one type of game machine from the start of the game until a predetermined game period elapses And a continuous frequency counting means for counting the frequency of occurrence of the player who has continued the game for each type of gaming machine.
The invention described in claim 2 is characterized in that the continuation frequency counting means indicates the frequency of occurrence of a player who has continued to play a game from the start of the game until a predetermined game value is used. It is characterized by tabulating every time.

According to the invention described in claim 1, it is possible to specify a player who has played a game for a long time on a certain gaming machine, and can be used as an index of the degree of popularity of the gaming machine when the operation rate is the same. .
According to the second aspect of the present invention, it is possible to specify the degree of players who have used more than a predetermined game value, that is, players who are enthusiastic about the gaming machine. For example, in the game hall, the player's advantage may be changed by adjusting the gaming machine. However, the degree to which the player's willingness to play when the advantage of the gaming machine is adjusted can be specified. Alternatively, it is possible to identify a player who has continued to play even though he has lost.

The figure which shows schematically the whole system for game centers containing the management apparatus by one Embodiment of this invention. Functional block diagram of the management device The figure which shows the game data containing the continuation frequency which a management apparatus totals Flow chart showing game start process Flow chart showing in-game processing Flowchart showing processing for leaving a seat Flow chart showing the game end process Flowchart showing monitoring flag erasure processing Flow chart showing processing at closing

Hereinafter, an embodiment of the present invention will be described with reference to FIGS.
FIG. 1 schematically shows the overall configuration of a game hall system 1 employing a game information management device. In the amusement hall, a plurality of gaming machines 2 are installed, and a lending device 3 is installed corresponding to each gaming machine 2. In the present embodiment, a pachinko gaming machine is assumed as the gaming machine 2, and a ball (so-called pachinko ball) is assumed as a gaming medium (game value). Two of these gaming machines 2 and lending devices 3 are connected to the relay device 4 two by two. A game signal, which will be described later, output from a device on the gaming machine 2 side such as the gaming machine 2 or the lending device 3 is transmitted to the management device 5 as a game information management device via the relay device 4. The management device 5 is installed in, for example, an office in the game hall, and is connected to each relay device 4 via the LAN 6 and is connected to a monitor 7 as an output means, a printer (not shown), and the like. Although not shown in FIG. 1, for example, several hundred gaming machines 2 are actually managed by the management device 5. In addition, a counting machine and a slot machine to be managed by the management device 5 are also installed in the game hall.

  The gaming machine 2 has a well-known configuration as a so-called pachinko gaming machine, and a handle 2a for launching a ball to the board surface, a normal winning port 2b and a starting port 2c for winning the ball, and display according to the winning of the ball Display part 2d in which symbols (acts) fluctuate, winning prize opening 2e that is opened at the time of big hit, saucer 2f, holding number display part 2g, lower ball saucer 2h that temporarily stores balls overflowing from the saucer 2f, lower ball saucer A movable ball receiving tray 2i that receives balls from 2h, a guide arm 2j, and the like are provided. The gaming machine 2 performs a jackpot lottery with a winning probability (a jackpot probability) set in advance in accordance with the winning of the ball (start prize) at the starting port 2c, and based on the lottery result, a so-called special symbol (special figure) is used. Symbol variation (unit game) is executed on the display unit 2d. When the symbol stopped and displayed on the display unit 2d is a jackpot symbol, a jackpot state is generated. The start opening 2c is a so-called electric Chu type winning opening in which the winning rate fluctuates depending on the lottery result of the general drawing lottery performed in accordance with the winning to the ordinary drawing winning opening 2b.

Further, the gaming machine 2 is configured to be able to hold up to a preset upper limit value (for example, 4) for the symbol variation corresponding to the start winning that occurred during the symbol variation. The reserved symbol variation is displayed in the number-of-holds display portion 2g and sequentially executed after the symbol variation being executed is completed. When the game machine 2 is a jackpot winning and a jackpot state occurs, the gaming machine 2 opens the jackpot 2e for the number of times corresponding to the number of corresponding rounds. In this case, a configuration in which a so-called probability variation state or a short time state is reached after the end of the jackpot state may be employed. The balls paid out at the time of the big hit are once stored in the lower ball receiving tray 2h when overflowing from the receiving tray 2f. And it is guide | induced to the movable ball receiving tray 2i by a player's operation. The ball guided to the movable ball tray 2i is sent to the lending device 3 via the guide arm 2j. The guide arm 2j is turnably provided.
The gaming machine 2 and its peripheral equipment (hereinafter referred to as equipment on the gaming machine 2 side) having such a configuration are used for the progress of the game by the player, such as driving a ball by the player and starting a prize to the starting port 2c. Along with this, a game signal as shown below is output.

Out signal = a signal that can specify the number of used media (out) output from an out BOX (not shown) for collecting used balls. Since one pulse is output for 10 recovered balls (used balls, driven balls), the number of out signals × 10 is specified as the number of used media (out). A signal directly output from the gaming machine 2 may be used. This corresponds to an operation signal for determining the operating state of the gaming machine 2.
Safe signal = a signal that can specify the number of payout media (safe) output from the gaming machine 2. Since one pulse is output for 10 balls to be paid out, the number of safe signals × 10 is specified as the number of payout media (safe). In addition, it is good also considering the replenishment signal output from a replenishment apparatus (illustration omitted) as a safe signal.
Start winning signal = a signal that can specify a winning (start winning) to the starting port 2c output from the gaming machine 2. Since one pulse is output for each winning prize to the starting opening 2c, the starting prize is specified according to the input of the starting prize signal.
Symbol variation signal = a signal that can identify a symbol variation (actual operation) that starts variation (actuation) by starting winning at the start port 2c. Since it is output when the symbol variation is confirmed (at the end), the symbol variation (start) is specified according to the signal input. It may be a signal output at the start of symbol variation.
Jackpot signal = a signal that can be output from the gaming machine 2 to specify a period of jackpot state. Since it is a state signal that is level-output during the jackpot state, it is determined that the jackpot signal is being received as being in the jackpot state.

The lending device 3 includes a touch panel type liquid crystal display unit 3a for displaying game information, a ball paying exit 3b for paying out balls to the gaming machine 2, a coin insertion port 3c, a face authentication camera 3d, a card insertion port 3e, and a counting unit 3f. , An issue button 3g, a replay button 3h, and the like. The liquid crystal display unit 3a displays known game data such as the number of start times and the jackpot probability as the player progresses. When the player inserts money (consideration) into the money insertion slot 3c, the number of balls corresponding to the inserted money is paid out to the tray 2f of the gaming machine 2 from the ball payout outlet 3b. From the lending device 3, for example, the following game signals are output.
Sales signal = 1 pulse is output for every 25 balls lent to a player, so the number of sales signals x 25 is specified as the number of balls lent, and the value obtained by multiplying the number of balls lent by the lending unit price (for example, 4 yen) is sold. Specify as a forehead.
Re-game signal = 1 pulse is output for one ball that is paid out as a counter value for the counting ball (acquired ball) counted by the counting unit 3f of the lending device 3 among the balls acquired by the player through the game. Then, the number of replay signals × 1 is specified as the number of replay balls.

  The face authentication camera 3d (corresponding to the player specifying means) of the lending device 3 has an imaging element such as a well-known CMOS sensor or CCD sensor, and images the player's face. That is, the face authentication camera 3d acquires a face image that is identification information that can identify a player who is playing the gaming machine 2 provided with the lending device 3. The face authentication camera 3 d is connected to the relay device 4, and transmits the player's face image captured via the relay device 4 to the management device 5. The card insertion slot 3e is provided with a reading device (not shown) therein, and acquires information such as a member ID recorded on the member card 8 when the member card 8 is inserted. Therefore, when the member card 8 is inserted, the lending device 3 can display game data aggregated for each player who owns the member card 8, display of game information of other gaming machines 2, and the like. . In addition, it is a case where the membership card 8 is not inserted, and it is good also as a structure which can be partially operated and displayed.

  The counting unit 3f is provided at the lower part of the lending device 3, and counts balls introduced to the counting unit 3f via the guide arm 2j. The counting unit 3f temporarily stores the counted number of balls. When the issue button 3g is operated by the player, the lending device 3 issues a recording medium such as a card on which the number of balls is recorded or a receipt on which the number of balls is printed. Further, in accordance with the operation of the replay button 3h by the player, the payout is made from the ball payout outlet 3b to the tray 2f of the gaming machine 2 within the range of the number of balls counted by the counting unit 3f. At this time, the counted number of balls is subtracted. Thus, in this embodiment, since the lending device 3 provided for each gaming machine 2 has a counting function, it is equal to the configuration in which a counting machine is provided for each gaming machine 2.

  FIG. 2 is a functional block diagram showing the configuration of the management device 5 (game information management device). The management device 5 stores the CPU 5a, ROM 5b, RAM 5c, input / output unit 5d, which is an input means for transmitting and receiving various information such as the above-mentioned game signals and face images acquired by the face authentication camera 3d, face images, computer programs, and the like. It is composed of a computer equipped with an HDD 5e, which is a large-capacity storage device. The management device 5 operates according to a computer program stored in the HDD 5e, for example, and specifies the operating state of the gaming machine 2 based on the gaming signal from the gaming machine 2 side device input to the input / output unit 5d. At the same time, game data is calculated for each gaming machine 2 and for each model of the gaming machine 2 and managed as gaming information. Specifically, the management device 5 uses, as game information, a game signal input from a device on the gaming machine 2 side, out, safe, difference ball, start count, special prize count (number of jackpots), appearance rate Alternatively, game data such as sales is calculated, tabulated, and managed for each gaming machine 2. In addition, game data for each model is tabulated based on the game data. Note that the game data managed by the management device 5 is not limited to that exemplified above.

The management device 5 includes a player specifying unit 5f (player specifying unit), a game period specifying unit 5g (game period specifying unit), and a continuation frequency counting unit 5h (continuation frequency counting unit). The player specifying unit 5f, the game period specifying unit 5g, and the continuation frequency totaling unit 5h are all realized by software by a computer program executed by the CPU 5a. When the player's face image captured by the face authentication camera 3d is input, the player specifying unit 5f gives an individual identification number to each face image. Then, the face image (identification information) and the aggregated game data are associated with each other and stored in the HDD 5e or the like as individual player game data. That is, the player specifying unit 5f specifies the player by face authentication.
When there are a plurality of face images, the player specifying unit 5f compares them by performing image processing such as contour extraction and feature point extraction, and determines whether the face images belong to the same person or not. Determine. Then, based on the determination result, that is, when it is determined that they are the same person, the identification numbers given to the respective face images are associated with each other and specified as the same player (the same person). In this case, the game data stored in association with each of the plurality of face images is recounted as game data of the same person. As will be described in detail later, the game period specifying unit 5g specifies a period from when the player starts the game until it ends, and the continuation frequency counting unit 5h continues the game with one gaming machine 2. The frequency (ratio) at which the player has occurred is totalized for each model of the gaming machine 2.

Next, the operation of the management apparatus 5 having the above configuration will be described.
In addition to the above-mentioned totaling of game data, the management device 5 performs the game start process shown in FIG. 4, the in-game process shown in FIG. 5, the leaving correspondence process shown in FIG. 6, and the game end process shown in FIG. And the monitoring flag deletion process shown in FIG. 8 is executed. These processes are executed by the above-described player specifying unit 5f, game period specifying unit 5g, continuation frequency totaling unit 5h, and the like. explain.
The management device 5 specifies the game start of the player in the game start process shown in FIG. 4 (A1). Specifically, it is confirmed that the player has been seated in front of the gaming machine 2 by the face authentication camera 3d, and an operating signal that can determine the operating state of the gaming machine 2 such as an out signal is input. Based on the above, it is specified whether or not a game is newly started by the player. In the case where there is no player or the game is already being played, if the game is not newly specified (A1: NO), the process returns.

  On the other hand, when the management device 5 specifies the game start of the player (A1: YES), the management device 5 specifies the player who started the game as described above based on the face image captured by the face authentication camera 3d ( A2), the break time is initialized (A3). The initialization of the break time, which will be described in detail later, is to initialize a countdown timer for measuring the break time. In this case, as will be described later, it may be initialized if the break time is being measured, or it is always the initial state when it is confirmed that the player is seated regardless of whether or not the time is being measured. You may make it make it.

  Subsequently, the management device 5 determines whether or not the player identified in step A2 is the player who started the game for the first time today (A4), and if the player started the game for the first time today (A4: YES), the number of mains (see FIG. 3) indicating the number of times selected as the main model described later is added (A5). Thereafter, the player is registered as a player who has started the game (A6), is registered as a player who has played a game only with the gaming machine 2 (A7), and a favorite monitoring flag is set (A8). Here, the favorite model is a model intended for a player to play with the gaming machine 2, and the favorite monitoring flag is whether or not the gaming machine 2 is the favorite model of the player. It is a flag for judging. By the way, the favorite is to select the model to play first after the player visits. In the present embodiment, even if a player selects a model to play first, if the player immediately ends the game, it is not the favorite model. This is because the player who immediately ended the game is excluded from the specification of the favorite model as not having wanted to play a game with the model so much. Thereby, it is possible to more accurately grasp the degree to which the player wants to play the game. In other words, the favorite monitoring flag is a flag for monitoring whether or not the game is immediately ended with the model selected by the player first, that is, whether or not it is the favorite model.

Subsequently, the management device 5 starts counting the investment amount, starts measuring the B size (the difference ball in the normal state = out-safe), and starts measuring the game time (A9), then the number of players Add (number of players) (A10) and return. Note that the investment amount, B size, and game time are measured in accordance with the progress of the game, although not particularly shown in the flowchart.
Here, for simplification of the following description, first, the types of game data that the management device 5 counts will be described. The management device 5 totals the game data including the above-mentioned number of times for each gaming machine 2, and based on the game data, totals the game data by machine type as shown in FIG. The meaning of each item is as follows.
Model: Model name (type name) of the gaming machine 2.
Number of units: Number of units installed.
Number of players: Total number of players who played the model.

Immediate stop count: The number of times that the immediate stop described later is performed on the model.
Immediate stop degree: The rate at which immediate stop was performed on the model. Calculated as the number of instant stops divided by the number of players.
Number of times of favorite: Number of times the model is selected as the favorite model.
Commitment level: Ratio of the selected model as the favorite model. Number of times of winning ÷ number of players.
Number of players: Number of players (one player) who played a game only with the model. This corresponds to the number of “players who have continued to play with one gaming machine”.
Straightness: Percentage of players who played only with the model. Number of players divided by the number of players (corresponding to the continuation frequency).
Number of times of enthusiasm: The number of times that a player who has played with the model for a predetermined period or more has occurred. In the present embodiment, the total number of players is shown. It should be noted that the predetermined period is a period until a predetermined investment amount or a predetermined time B is used (corresponding to a game period) or a period until a specified time described later (corresponds to a game period). is there. This corresponds to the number of “players who have continued to play a game from the start of the game until a predetermined game value is used”.
Enthusiasm: Percentage of players who have played with the model for a specified period. Number of players ÷ number of players This corresponds to “the frequency at which a player who has continued to play a game from the start of the game until the use of a predetermined game value is used”.

  Now, when the player continues the game, the above-mentioned investment amount, B size, game time measurement, etc. are repeated, and it is determined whether or not the hot count counter flag is being set in the in-game processing shown in FIG. (B1). Here, the enthusiasm count completed flag is a flag for determining whether or not the player is enthusiastic about the gaming machine 2 (whether or not he / she wants to continue to play the game). It is set like this. It should be noted that the hot count count flag is set to avoid counting with both the predetermined investment amount and the predetermined B size. The management device 5 also returns as it is even when the after-heat count count flag described later is set (B1: YES).

  On the other hand, when the player has started playing for the first time as described above, the management device 5 does not set the heat count count flag (B1: NO), and the investment amount of the player is predetermined. It is determined whether the investment amount has been reached (B2) or whether the game is a game of money (B5). Here, the predetermined investment amount is an investment amount that can be determined that the player is enthusiastic about the gaming machine 2 and is an amount that is arbitrarily set by the manager of the game hall. For example, when the jackpot probability of a certain model of the gaming machine 2 is 1/100, the predetermined investment amount is set to 5000 yen for the model. The predetermined investment amount may be set to a different amount for each model of the gaming machine 2. In addition, for example, Jiyutama game is a game in which the player wins a jackpot and the ball is awarded more than once per jackpot, or a state in which no investment is made by bringing a ball from another stand It means the game at. In this case, when there is no investment by the player, for example, when the B service becomes a predetermined value or more, or when the gaming machine 2 continues to operate for a predetermined period or longer, it is brought in What is necessary is just to determine with a state.

  When the investment amount of the player reaches the predetermined investment amount (B2: YES), the management device 5 adds the number of times of enthusiasm (B3), and sets the number of enthusiasm counted flag (B4). That is, when the player has invested more than the predetermined investment amount, it is determined that the player is enthusiastic about the gaming machine 2. In addition, even if the predetermined investment amount has not been reached (B2: NO), but the game is in progress (B5: YES), and the B after the start of the game has reached the predetermined B (B6: YES), it is determined that the player is addicted to the gaming machine 2, and the process proceeds to step B3. Here, the predetermined B size is a value of B size that can be determined that the player is enthusiastic like the predetermined investment amount, and in this embodiment, the predetermined B size is set to 1000 balls. Further, the reason for the determination by B B is that it is assumed that a jackpot is generated with a small investment. If the game is not a game of money (B5: NO), and if it has not reached the predetermined B size (B6: NO), it is determined that it is not enthusiastic and returns.

In this way, the management device 5 determines whether or not the period during which the player has continued to play the game depends on whether or not the investment amount has reached the predetermined investment amount or whether or not the B portion has reached the predetermined B portion. Whether or not the player is addicted to the gaming machine 2 based on whether or not the period until the predetermined investment amount is used or the period until the predetermined amount B is reached is determined (degree of enthusiasm). Judgment.
Now, among the players, there are players who finish the game within a short period of time as described above. In this case, the short period is when the game has been completed without passing the period until the player has continued to play the game until the predetermined investment amount is reached or the period until the predetermined B amount is reached ( B2: NO, B5: NO or B6: NO). As described above, when a player who finishes a game in a short period of time frequently occurs, the operating rate of the gaming machine 2 may decrease. Therefore, for example, in order to examine replacement of the gaming machine 2, it is significant to know how many players have finished the game in a short period of time. Therefore, the management device 5 aggregates how many players who have finished the game in a short time as follows.

  The player leaves the gaming machine 2 when ending the game. At this time, the management device 5 stores the player who has left the seat (C2) when the player's seat is identified in the away seat handling process shown in FIG. 6 (C1: YES). In this case, when the management device 5 confirms that the player is absent by the face authentication camera 3d, the management device 5 specifies that the player has left the seat. Subsequently, it is determined whether any of the monitoring flags are being set (C3). If the flag is being set (C3: YES), the countdown timer for counting the break time is started, and the rest time is set. Countdown is started (C4). For example, if the player who played the first game (the player with the favorite monitoring flag set) leaves the seat, he / she left the seat temporarily for a mere break or to leave the game. It is necessary to judge whether it was done. Therefore, in order to determine whether it is a simple break or the end of the game, the elapsed time after leaving the seat is counted, that is, a countdown of the rest time after leaving the seat is started. In this embodiment, the break time is set to 15 minutes.

  When the player's absence is specified (C1: YES), although not shown in the flowchart, the measurement of the game time is temporarily interrupted, and the time during the absence is not counted as the game time. That is, the management device 5 initializes the break time when the player starts the game in Step A3, and starts counting down the break time when the player leaves the seat. Further, if there is a player (C1: NO) and the monitoring flag is erased as will be described later, and no monitoring flag is set (C3: NO), the process returns as it is.

  When the countdown of the break time is started, the management device 5 determines whether the break time has elapsed in the game end processing shown in FIG. 7 (D1), and when the break time has elapsed (D1: YES), The time counting is finished (D2). Subsequently, if the favorite monitoring flag is being set (D3: YES), the number of favorite is subtracted (D4). In this case, the number of times of winning was once added (A5) in the game start process shown in FIG. 4, but the user left the seat without reaching the predetermined investment amount or the predetermined B size, and the rest time passed. From this, subtract the number of times that it was not the favorite model. In other words, even if the player is selected as the first gaming machine 2 to play a game, if the player immediately ends the game, the number of times of winning is counted as if the gaming motivation for the gaming machine 2 was not so high do not do. Subsequently, 1 is added to the number of instant stops of the gaming machine 2 (D5), the monitoring flag in the set is deleted (D6), and the process returns. Thereby, it is specified that a player who has finished the game within a short period of time, that is, a player who immediately stopped the game has occurred, and the number of immediate stops and the degree of immediate stop in FIG. 3 are updated. It is also determined whether or not the gaming machine 2 is a favorite model.

On the other hand, if the break time has not ended (D1: NO), the management device 5 determines whether the game start of another player has been specified (D7), and the game stored in step C2 When the game start of another player different from the player is specified (D7: YES), the process proceeds to step D2 and the same process is repeated.
Now, for example, if the management device 5 newly specifies a game start in the gaming machine 2 for which the break time has elapsed (A1: YES, A2, A3), as described above, it is determined whether the player has started the game for the first time today. If it is determined (A4) and the player who newly started the game is the player who started the game for the first time today (A4: YES), the processing from step A5 is performed as described above.

On the other hand, when the player who newly started the game is not the player who started the game for the first time today (A4: NO), the management device 5 determines whether the player is the same player as the previous game ( A11) If the player is the same as the previous player (A11: YES), the process returns as it is. Note that the same player as the previous game is determined in order to prevent the immediate stop monitoring flag from being set each time the player leaves the seat a little and returns. This is because the player who played the game only on the machine 2 is specified. In the case of a player who is the same as the previous player, the counting of the suspended game time is resumed.
On the other hand, when the player is not the same player as the previous player (A11: NO), the management device 5 sets the immediate stop monitoring flag (A12). This immediate stop monitoring flag is a flag for specifying that the player has left the seat or has finished the game. Subsequently, the management device 5 erases the hot count counted flag (A13), and determines whether there is a registration as a player who has played a game on another gaming machine 2 (A14). In step A13, the hot count count flag may be deleted each time, or may be deleted only when the flag is set.

Subsequently, when there is registration (A14: YES), the management device 5 cancels registration as a player who played a game on one gaming machine 2 (A15), and then proceeds to step A9. That is, in step A7, the registration when the player played the game for the first time today is canceled because it is specified that the game was played on the other gaming machine 2. If there is no registration (A14: NO), the process proceeds to step A9. Thereafter, when the player continues to play the game with the same gaming machine 2, the determination of the degree of enthusiasm by the above-described processing during the game shown in FIG. 5 is described, and when the player leaves the seat or the game is ended, the above-described release shown in FIG. A break or game end determination is performed by the seat correspondence process and the game end time process shown in FIG.
At this time, if it is not the player who started the game for the first time today (A4: NO), the favorite monitoring flag is not set, and the immediate monitoring flag is set in step A12. In the game end process, for example, when a break time has elapsed (D1: YES, D2), the favorite monitoring flag is not being set (D3: NO), and the immediate stop monitoring flag is being set (D8: YES). After proceeding to step D5 and adding the number of immediate stops, the monitoring flag in the set is deleted (D6). That is, regardless of which monitoring flag is set, if it is determined that immediate stop is required, the number of immediate stop is added.

As described above, the management device 5 determines whether the player is enthusiastic about the gaming machine 2 or immediately stops based on various gaming signals output from the gaming machine 2 side. .
By the way, the above-mentioned favorite monitoring flag is a flag for monitoring whether or not it is possible to determine that it is a favorite model, and the immediate stop monitoring flag is used to monitor whether or not it is possible to determine that it is immediate stop. Flag. Therefore, these monitoring flags should be deleted when the monitoring state ends. In view of this, in the monitoring flag erasing process shown in FIG. 8, the management device 5 determines that any of the monitoring flags is being set (E1: YES), and the B size is larger than 250 balls (E2: YES). When the time elapsed since the start of timing in step A9 exceeds the specified time (E3: YES), the set monitoring flag is deleted (E4). If none of the conditions is satisfied (E1: NO, E2: NO, E3: NO), the process directly returns.
In other words, the management device 5 has established a condition for determining that the game is being continued, such as the B size is greater than 250 balls, or the game time is longer than a predetermined time that is set in advance. Clear the monitoring flag. For this reason, a player who has played a game for a predetermined period or longer is excluded from being monitored as a player for which no monitoring flag is set (D3: NO, D8: NO) in the game end process shown in FIG. The

As described above, the management device 5 performs the above-described processes during the business hours of the game hall. When the amusement hall is closed, the closing process shown in FIG. 9 is executed. In this closing process, if there is a registration of a player who has played a game only on one gaming machine 2 (F1: YES), the number of gaming machines 2 on which the player has played a game is added ( F2). As a result, the number of players who aim only at the gaming machine 2 can be grasped. On the other hand, if there is no registration of a player who has played a game with only one gaming machine 2 (F1: NO), the process returns. In the present embodiment, the determination of the player who played a game with one gaming machine 2 (single player) is made by model, and the player who played with a plurality of gaming machines 2 of the same model It is determined that the player has played a game on the gaming machine 2.
By performing such processing, the management device 5 aggregates game data such as the total number of players who have played that model and the number of times of enthusiasm as shown in FIG. 3 for each model of the gaming machine 2. Yes. From the game data in FIG. 3, for example, by referring to the number of times of heat and the degree of heat, it is possible to grasp the number and percentage of players who have played a game for a predetermined period of time on one gaming machine 2. . For example, it is possible to grasp how many players have finished the game in a short period by referring to the degree of immediate stop. Further, for example, by referring to the number of times and the degree of life, it is possible to grasp the number of players who want to play the gaming machine 2 and the ratio thereof. As a result, it can be used as a standard for the effect of attracting customers. The game data shown in FIG. 3 can be displayed or printed out on the monitor 7 or a printer.

The model C and the model D are installed in the same number, but the number of players of the model C is larger. For this reason, although model C seems to be more popular (higher interest), model D has a lower degree of immediate stoppage and has a higher degree of criticality, straightness, and enthusiasm. You can guess that it is popular. In this case, the manager of the amusement hall can consider changing the nail adjustment of the model C so as not to cause a decrease in the operation rate.
In addition, although model E has a small number of installations, it has the same level of criticality, straightness, and high heat, so it is a model with a so-called fixed customer. Since it is expected to disappear, it can be inferred that it may be excluded from the exchange target.

According to this embodiment described above, the following effects can be obtained.
The management device 5 can identify a player who has not finished a game in a short period of time, that is, a player who has played a game for a long time in a certain gaming machine 2, and the gaming machine 2 in the case where the operation rate is the same It can be used as an index of the degree of popularity.
In addition, it is possible to specify the degree of players who have used more than a predetermined investment amount, that is, players who are enthusiastic about the gaming machine 2. Thereby, for example, in the game hall, the player's advantage may be changed by adjusting the gaming machine 2, but the degree of the player's willingness to play when the advantage of the gaming machine 2 is adjusted is specified. can do.
Since the player is identified by the face authentication camera 3d, it is possible to identify game data, game trends, and the like for a new player who has never visited the game hall and does not have the membership card 8.

(Other embodiments)
The present invention is not limited to the one exemplified in the above-described embodiment, and can be modified or expanded as follows.
The player may be specified by reading the membership card 8 instead of the face authentication camera 3d. That is, a reading device provided corresponding to the card insertion slot 3e of the lending device 3 may be adopted as the player specifying means. In this case, a configuration in which the player's game start or leaving is specified by inserting / removing the member card 8 may be adopted.
The face authentication camera 3d may be provided at any position as long as the face image of the player can be acquired. For example, in the embodiment, the configuration in which the face authentication camera 3d is attached to the lending device 3 is illustrated, but the configuration that is built in the lending device 3 and controlled by the control unit of the lending device 3, that is, the signal line of the lending device 3 It is good also as a structure which transmits a face image using it.
The number of immediate stops may be added when the player leaves the seat without playing a game for a predetermined period or longer. In this case, when the resumption of the game by the same player is specified, the number of immediate stops may be subtracted.

You may change the timing which adds the number of times of a favorite. For example, when the favorite monitoring flag is deleted by the monitoring flag erasing process, the number of favorite times may be added. In such a configuration, the number of winnings is added on condition that the player continues the game for a predetermined period.
The timing for deleting each monitoring flag may be changed. For example, the time for erasing the monitoring flag may be changed, or the timing for erasing each monitoring flag may be different. Further, as a condition for erasing the monitoring flag, in addition to the conditions exemplified in the embodiment, when the B size becomes a predetermined value, when a predetermined start number occurs, the game is started and a predetermined number of outs are generated. When this occurs, a case where a big hit state occurs, or a combination of any of these may be considered.

The number of instant stops may be counted for each gaming machine 2 instead of for each type (model) of the gaming machine 2.
The type of gaming machine 2 to be managed may be changed. For example, a game machine such as a so-called encapsulated pachinko game machine or a slot machine in which a game progresses by using a score or credit can be considered. In the case of a slot machine, it is possible to specify the proportion of players whose gaming motivation is reduced due to the difference in the winning frequency of winning combinations or the winning frequency of winning combinations in a short period. In addition, in the case of an enclosed pachinko gaming machine, a game in which a game is progressed by using a game value such as a score or a credit is advanced.

You may change the conditions for adding the frequency | count in heat. For example, the number of enthusiasm may be added on condition that a big hit is won when a predetermined number of outs occur.
You may make it add continuing the game for a predetermined period to the conditions which identify a single player. In addition, a player who has played a game on a plurality of gaming machines 2 of the same model may be identified as a single player as being a single line for that model. Furthermore, the gaming machine 2 in the case where the B value becomes a predetermined value, a predetermined number of start times occurs, a game starts and a predetermined number of outs occur, or a big hit state occurs. Alternatively, any condition may be used as long as it can be determined that the model is straightforward.
The degree of straightness may be calculated as the number of straight lines divided by the number of finals. As a result, of the players who strongly wanted to play a game on the gaming machine 2, the ratio of the players who returned with satisfaction by performing the game on the gaming machine 2, that is, the adjustment of the gaming machine 2 The proportion of satisfied players can be identified. Alternatively, the immediate stop degree may be calculated by the number of players who have finished the game without winning immediately divided by the number of wins. Thereby, it is possible to grasp whether the game machine 2 was not satisfied with the adjustment, or the game was continued with the adjustment satisfied, but the game ended without generating a jackpot.

Although the game period is defined as the period until the investment of the predetermined investment amount and the period until reaching the predetermined B size, the predetermined investment amount and the predetermined B size are not used as conditions, and only the elapsed time may be used as the condition. Of course, they may be combined. Further, the predetermined investment amount and the predetermined B value may be arbitrarily set by the game hall side according to the specifications of the gaming machine 2 and the like.
In one embodiment, a single player who has played a game with one gaming machine 2 is specified for each model of the gaming machine 2, but may be specified for each gaming machine 2.
Each game data shown in FIG. 3 such as the number of players, the number of times of a favorite or the number of times of enthusiasm may be the actual number of players instead of the total number of players. That is, the same player may not be counted multiple times.

  When a player stops immediately, it may be distinguished whether the player has started a game with another gaming machine 2 or not. Specifically, when the player immediately stops and then starts playing with another gaming machine 2, there is a high possibility that the gaming machine 2 is responsible for the player ending the game. On the other hand, if the player stops immediately and does not start the game as it is, it can be assumed that the player is not originally highly motivated to play and the cause of the game is not in the gaming machine 2. In such a configuration, it is possible to specify the rate at which the player immediately stopped and then started the game on the other gaming machines 2, thereby causing the gaming machine 2 to cause the player to finish the game. The case can be identified more accurately. For example, it is possible to use the adjustment of the gaming machine 2 by more accurately specifying the percentage of players who are no longer willing to continue the game after seeing the adjustment of the gaming machine 2.

The closing process may be performed if it is possible to specify or estimate that the player has returned without waiting for the closing. For example, if a predetermined time elapses without playing a game on another gaming machine 2 or the like after the game is finished, the player will not play again and may count as a straight player Good.
The game data in FIG. 3 may simultaneously display, for example, the operating rate for each model of the gaming machine 2. As a result, for example, even when the operating rate is the same, the cause can be easily grasped when the degree of immediate stoppage is different. Further, detailed data for each gaming machine 2 instead of for each model may be displayed together with the number of start times, game time, and the like. As a result, whether the nail adjustment was bad for a model with a high degree of immediate stop or individual gaming machine 2, or whether the nail adjustment was good but the variation in winning (so-called start slump) was too large. It is possible to grasp in detail the cause of the player ending the game.

Even if the player ends the game with one gaming machine 2, when the game is resumed with the same model as that gaming machine 2, it may be determined that the game is continued. This is because the player wants to play a game on a model basis of the gaming machine 2 and considers that any gaming machine 2 may play a game as long as it is the same model. Because. Specifically, in the case of counting any of the number of immediate stops, the number of players, and the number of times of enthusiasm, whether or not to resume the game with the same model even if the player ends the game with one gaming machine 2 If the game restart in the same model cannot be identified (for example, if the start of a game in another model is identified, or if a predetermined period has elapsed without restarting the game in the same model) What is necessary is just to determine with having finished the game in a model.
The ratio of the players whose collected amount is less than the investment amount, that is, the players who continue to play even if they are defeated, may be the hotness level. If the player continues to play even if the player has a negative balance, the gaming machine 2 is considered to be highly interesting. That is, in this configuration, the popularity degree of the gaming machine 2 can be estimated more accurately.

  In the drawings, 2 is a gaming machine, 5 is a management device (game information management device), 5f is a player identification unit (player identification unit), 5g is a game period identification unit (game period identification unit), and 5h is a continuation frequency count. Part (continuation frequency counting means).

Claims (2)

In a game information management device that manages game information of a plurality of types of gaming machines installed in a game hall,
A player identification means capable of identifying the player who started the game;
A game period specifying means for specifying a period from when a player starts a game to when the game ends,
A continuation frequency in which the frequency of occurrence of a player who has continued to play a game on one gaming machine or one type of gaming machine from the start of the game until the lapse of a predetermined gaming period is counted for each type of gaming machine Aggregation means;
A game information management device comprising:   The continuation frequency counting means counts, for each type of gaming machine, the frequency of occurrence of a player who has continued to play a game until a predetermined game value is used after the game is started. The game information management device according to claim 1.

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