KR101871859B1 - Offline Escape Game System Using Behavior Pattern Analysis Of User - Google Patents

Abstract

A game service providing system using user behavior pattern analysis according to the present invention includes: a door that is installed in each of at least one closed game space so as to be openable and closable automatically; At least one block installed on at least one of a floor and a wall of the game space; At least one signal generating means installed in the block; A portable terminal to which a sensor capable of sensing the signal generating means is attached; A position data processing unit for recognizing a position of a user based on the block detected by the sensor through a signal generated by the signal generating unit; A controller for controlling the block and the position data processing device to communicate with the portable terminal and to indicate an operation of the user or receive a signal input by the user, And controlling the opening and closing of the door in a specific condition completed by the operation of the user.

Description

[0001] The present invention relates to a game service providing system using user behavior pattern analysis,

The present invention relates to a game service providing system using user behavior pattern analysis, and more particularly, to a game service providing system capable of analyzing a behavior pattern of a user in an existing offline escape game to provide a hint or a guide in a differential manner .

An offline escape game is a game in which a player enters a specially decorated room, becomes the main character of the story, and ends up escaping the space by performing a specific goal in a certain space such as a room. Experiences can discover and complete hidden puzzles whenever they solve problems by exploring and exploring space directly and solving various forms of puzzles. In this process, you can gain a sense of accomplishment that naturally solves the problem, naturally answers the information, and completes the story.

An offline escape game where you have to escape from various puzzles within a limited space within a limited time, you can experience the realities of the experience through puzzle and role-playing elements that can be touched directly. . In other words, it is possible to develop as a convergent content because it is a gaming element, a drama element, and a new type of offline leisure market, but its potential is not sufficiently captured yet.

Especially, in the case of domestic offline escape games, it is difficult to expect high quality experience and development because foreign contents are imported or stolen as they are, or they are aiming to increase the number of escape game sites rapidly. If such a problem is introduced, a famous international franchise It is time to secure technological competitiveness.

In order to solve such a problem, the following technique is disclosed.

First of all, Domestic Registration No. 1653878 entitled " Block and user terminal for modeling three-dimensional shape and method of modeling three-dimensional shape using the same " describes a method in which a user can model various three- A sensing sensor provided on at least one side of a block composed of at least one kind of blocks generates a sensing signal when sensing contact between blocks; Transmitting contact data to the processor installed in the user terminal, the contact data including identification information about a face of the block from which the contact is detected from the sensing signal and identification information of the block, upon receiving the sensing signal generated by the communication module installed in the block; Extracting three-dimensional model information of blocks corresponding to identification information of blocks included in each contact data from information stored in a user terminal when the processor receives at least one contact data; And modeling the three-dimensional shape of the combined blocks by combining the three-dimensional model information of the extracted blocks using the identification information about the face of the block in which the contact is sensed. Such a modeling method is similar in that a user can view and view a three-dimensional shape through a terminal, but the modeling is made different depending on the contact relationship between the block and the block. In this case, It is a problem that there is a problem in that it is applied to.

A method and apparatus for real-time detection of an interaction between a user and an augmented reality scene is disclosed in Korean Patent Publication No. 2010-0003252, which describes an interaction between a user and an augmented reality scene in real time , The interaction occurring by modifying the appearance of an object present in the image. After the reference model is created and processed in the initialization step, the pose of the object in the image is determined and a comparison model is extracted from the image. Wherein the reference model and the comparison model are compared as a function of the pose of the determined entity and the interaction is detected in response to the comparing step. Since the above-mentioned method interacts with an object existing in an image, but since the image is derived based on a pre-designated program in the augmented reality program, a virtual image is added to a real object, There are some problems to be applied.

Therefore, there is a need to develop a new and advanced game service providing system game service providing system capable of analyzing the behavior pattern of the user in the existing offline escape game and providing different hints and guides.

SUMMARY OF THE INVENTION It is an object of the present invention to provide a game service that combines an offline escape game with a hint difference providing system according to a behavior analysis of a user.

Another object of the present invention is to provide a new behavior pattern analysis method that improves the accuracy in analyzing a behavior pattern of a user and can display the behavior data of a multidimensional user in one dimension.

It is still another object of the present invention to enhance the structure so as to provide a three-dimensional model of various shapes in a virtual reality by further applying extension means to the block.

According to an aspect of the present invention, there is provided a game service providing system using user behavior pattern analysis, the game service providing system comprising: a door opening and closing door, At least one block installed on at least one of a floor and a wall of the game space; At least one signal generating means installed in the block; A portable terminal to which a sensor capable of sensing the signal generating means is attached; A position data processing unit for recognizing a position of a user based on the block detected by the sensor through a signal generated by the signal generating unit; And a hint providing module for analyzing a behavior pattern of the user and differentially providing hint information previously stored in the user according to the behavior pattern, in order to control opening and closing of the door in a specific condition completed by the user's operation And a controller.

In addition, the specific condition is a condition in which a score converted by the action of the user exceeds a predetermined score as being able to escape the game space by the game rule.

In addition, the portable terminal may further include a display unit for displaying an instruction to be transmitted by the controller, an operation unit for inputting another instruction of the user, and a transmission / reception unit for communicating with the controller.

Further, the controller may include a modeling database storing a plurality of three-dimensional shape model information and a background, a modeling module for forming a three-dimensional model by combining the three-dimensional shape model information with the recognized block, A background synthesis module for synthesizing a background and a virtual image, and an image transmission module for providing the virtual image to the portable terminal and outputting the virtual image through the display unit.

The hint providing module may include a hint database for storing hint information for instructing the user and an action analyzing behavior pattern of the user in the game space based on the position of the user sensed by the sensor And a hint combining module for combining the hint information with the virtual image according to the analyzed behavior pattern.

The behavior pattern analyzing unit may include an averaging part for averaging the positions of the user sensed by the sensor to calculate averaged data that is multidimensional data, and an averaging part for clustering the averaging data using a k-means clustering algorithm, And a behavior pattern calculation part for calculating a behavior pattern of a user by substituting the calculated value into a single value and substituting it into a Bigram Topic Model (BTM), and the hint synthesizer calculates the behavior pattern of the behavior calculated by the behavior pattern calculation part And the hint information is synthesized in the virtual image according to a pattern.

Further, the averaging part calculates the averaging data using the following expression (1), and the behavior pattern calculating part calculates the behavior pattern using the following equation (2).

Equation 1,

는 상기 게임공간의 크기, 데이터

,

은 센서의 개수,

는 상기 게임공간을 각 센서가 감지하는 영역으로 나누어 산출된 감지영역의 개수)(

The size of the game space, the data

,

The number of sensors,

The number of sensing areas calculated by dividing the game space into areas sensed by each sensor)

Equation (2)

,

은 상기 게임공간을 각 센서가 감지하는 영역으로 나누어 산출된 감지영역의 개수,

는 군집 대표 인덱스,

는 k-means 군집화 알고리즘에 따라 적용된 각 군집

를 대표하는 데이터)(Averaging data

,

The number of sensing areas calculated by dividing the game space into areas sensed by each sensor,

Cluster representative index,

Is applied to each cluster applied according to the k-means clustering algorithm

≪ / RTI >

The block may be coupled to another block adjacent to the block through an elongating means to form a block structure, the elongating means including a shrinkable and extendable antenna column, And an auxiliary signal generating means for differentially generating an auxiliary signal according to an extended length of the antenna column, wherein the controller receives the auxiliary signal, And a modeling transformation module for forming a transformed three-dimensional model in which a length is modified and providing the transformed three-dimensional model as a three-dimensional model.

The hint providing module may further include a guide database storing guide information for instructing the user and a guide combining section for combining the guide information with the virtual image, A caption composing unit for composing two-dimensional xy coordinates by dividing the image information into an image area and composing at least one of the hint information and the guide information so as to be located in at least one image area; A block for judging whether the block is changed by comparing the coordinates of the block recognized around the current reference point with the coordinates of the block recognized before the specific time, includes a motion detection section for detecting a coordinate movement of the block in the motion detection section, If it is detected that at least one of the hint information and the guidance information is included in the coordinates Response by further comprising a control module synthetic-part subtitle arranged to relocate to change coordinates, continuously is characterized in that control to be displayed together with the at least one block of the hint information and the guidance information.

Lastly, the subtitle arrangement unit uses the following equation (3) to predict the movement path of at least one of the hint information and the guide information in coordinate relocation of at least one of the hint information and the guide information And the movement path is calculated and the relocation to the change coordinates is performed.

Equation 3,

는 최초 위치,

은 기준점의 위치,

는 현재 블록의 위치, t는 0부터 특정 시간까지의 값.)(B (t) is the calculated path,

Lt; / RTI >

The position of the reference point,

Is the position of the current block, and t is a value from 0 to a specific time.)

According to the game service providing system using the user behavior pattern analysis according to the present invention,

1) It is possible to provide an offline escape game system having user-specific difficulty by combining the offline escape game with the hint differential providing system according to the behavior analysis of the user and providing hints to each user,

In the analysis of the user's behavior pattern, the average of the behavior data of the multidimensional user is calculated, and the averaged data is clustered by the k-means clustering algorithm and calculated as the discretized single value. Then, the bi-gram topic model (BTM: Topic Model), the behavior pattern of the user is calculated and the behavior pattern is expressed as the form of the polynomial random variable, thereby improving the accuracy and convenience of the behavior pattern grasp,

3) An auxiliary signal generating device is further provided in the block for guiding the extended length in the extending means, so that the user recognizes the auxiliary signal of the extending means to provide objects of various shapes and lengths in the virtual reality There is an effect that can be done.

1 is a perspective view showing a basic configuration of a game service providing system using user behavior pattern analysis according to the present invention.
2 is a conceptual diagram showing a configuration of a controller of the present invention;
3 is a graph showing an example of behavior pattern analysis of the present invention.
4 is a perspective view showing a block structure of the present invention.
5 is a conceptual diagram showing a screen on which a three-dimensional model and hint information are displayed on the display unit;
6 is a conceptual diagram showing a method for calculating a movement path of the present invention;

Hereinafter, preferred embodiments of the present invention will be described in detail with reference to the accompanying drawings. The accompanying drawings are not drawn to scale and wherein like reference numerals in the various drawings refer to like elements.

1 is a perspective view showing a basic structure of a game service providing system using user behavior pattern analysis according to the present invention.

Referring to FIG. 1, a game service providing system using user behavior pattern analysis according to the present invention includes: a door 100 installed in each of at least one closed game space so as to be openable and closable; At least one block (200) installed on at least one of a floor and a wall of the game space; At least one signal generating means (300) installed in the block (200); A portable terminal 400 with a sensor capable of sensing the signal generating means 300; A position data processing unit 500 for recognizing a position of a user based on the block 200 sensed by the sensor through a signal generated by the signal generating unit 300; A game rule for escaping the game space, and controls the block 200 and the location data processing device 500, and communicates with the portable terminal 400 to instruct the user's operation (100) according to a specific condition completed by an operation of the user, the method comprising the steps of: analyzing a behavior pattern of the user and storing the hint information previously stored in the user in accordance with the behavior pattern; And a controller (600) including a hint providing module (650) for differentially providing a hint.

First, basically, in order to provide a game service using this virtual reality, at least one closed game space is required. In this game space, a door 100 installed automatically openable and closable and a floor and a wall of the game space At least one block 200 installed above is indispensable. First, the door 100 is a structure necessary for the user to enter and exit the sealed game space. The user enters the sealed space through the door 100 and acts according to the designated game rule to open the door 100 again This will allow you to escape from the game space. That is, the door 100 should be set to open only when the user enters the game space or when it is possible to escape according to a designated game rule.

In the case of a game space, the game space is composed of at least one or more, and is composed of one game space and one door 100 so that the user can play the escape game in one game space. However, And a door (100) located at a lower portion of the game space to allow a user to advance the escape game while crossing two or more game spaces, or a method of arranging two or more game spaces and a door (100) And a method in which more than one user enters the game space as a separate space to advance an escape game through information sharing among users.

The block 200 is disposed on the floor or the wall so as to express various objects in the game space. The block 200 is seen as a simple block 200 when viewed from the naked eye, (For example, a VR headset or the like), various objects, animals, people, and the like can be seen when the block 200 is viewed. Therefore, various user experiences can be obtained through the mobile terminal 400 by simply arranging the blocks 200 only. A detailed description thereof will be described later.

The plurality of signal generating means 300 provided in the block 200 emit signals in the block 200 and are transmitted from the controller 600 or the portable terminal 400 to the block 200 through the signal. 200) to be recognized.

Next, the portable terminal 400 is a terminal that a user can carry, which is basically a terminal provided with a display. The portable terminal 400 may have a communication function and may be configured to communicate with another portable terminal 400 as needed. The portable terminal 400 is basically equipped with a sensor capable of sensing a signal emitted from the signal generating means 300 and is capable of recognizing the block 200 through the signal. Details thereof will be described later.

The position data processing apparatus 500 recognizes the position of the user based on the block 200 sensed by the sensor through the signal generated by the signal generating means 300, The distance between the user 200 and the user, the exact position of the user in the game space, the position of the block 200, and the like.

The controller 600 stores game rules for escaping the game space and controls the block 200 and the position data processing apparatus 500 and communicates with the portable terminal 400 to instruct the user Analyzes a behavior pattern of the user, provides a hint to the user according to the behavior pattern, and controls the opening / closing of the door 100 in a specific condition completed by the user's operation. In other words, the controller 600 collectively controls the game service, and additionally receives an instruction from the user through the portable terminal 400 or receives an instruction from the user.

Here, the specific condition means a condition in which the score converted by the action of the user exceeds a preset score as being able to escape the game space by the game rule. That is, the user acquires a score through a specific action, which means that the score reaches or exceeds a sufficient score to escape the game space by the game rule. In other words, in the case of a room escape game, it is a specific condition to complete all the enigma given to escape the room.

The portable terminal 400 includes a display unit 410 for displaying an instruction transmitted by the controller 600 in addition to the previous sensor and an operation unit 420 for inputting another instruction of the user, And a transmitter / receiver 430 for communicating with the controller 600. [ The portable terminal 400 may include a terminal including a display such as a smart phone or a head mounted display (HMD) terminal such as a VR headset and an AR headset. The VR headset will be described with reference to the most representative VR headset.

The VR headset is a spectacle display device that is worn on the head to represent virtual reality (VR). This VR headset can contain as many sensors and components as a smartphone. When the VR headset is worn, the display unit 410 is positioned on the eyeball side of the user and displays an instruction transmitted by the controller 600. [ The operation unit 420 is a kind of input device that allows a user to input an instruction of the user when an instruction or the like is required. The controller 600 further includes a transceiver 430 that communicates with the controller 600 in order to transmit an instruction from the controller 600 displayed on the display unit 410 or an instruction input by the user.

In addition, in the game service providing system using the user behavior pattern analysis according to the present invention, the controller 600 analyzes a behavior pattern of the user and provides a hint providing module (650 ). Hereinafter, a method of analyzing the user behavior pattern required will be described in more detail.

FIG. 2 is a conceptual diagram showing a configuration of a controller of the present invention, and FIG. 3 is a graph showing an example of behavior pattern analysis of the present invention.

2 and 3, the controller 600 included in the game service providing system using the user behavior pattern analysis of the present invention includes a hint database 651 for storing hint information for instructing the user, A behavior pattern analysis unit 652 for analyzing a behavior pattern of the user in the game space based on the position of the user sensed by the sensor, And a hint synthesizing unit 655 synthesizing the hint providing module 650 and the hint synthesizing unit 655.

The behavior pattern analyzer 652 includes an averaging part 653 for averaging the positions of the user sensed by the sensor and calculating averaged data that are multidimensional data, and averaging part 653 for averaging the averaged data through a k-means clustering algorithm And a behavior pattern calculating part 654 for calculating the averaged data as a discrete value obtained by grouping the averaged data and substituting it into a Bigram Topic Model (BTM) to calculate a behavior pattern of the user. Therefore, Modeling is possible.

The behavior pattern analyzing unit 652 of the present invention calculates a behavior pattern of a user based on a bi-directional topic model (BTM). Unlike the LDA (Latent Dirichlet Allocation) model, , We assume that the user is related to a series of behaviors in the game space, and extend the unigram model, which is an existing topic model, to express dependency of behavior in the primary Markov chain.

However, since the actions that the user performs within the game space are not simple one-dimensional behaviors, but are continuous and multidimensional, even if the user encodes the actions taken in the game space, it is still a continuous and multidimensional value.

Therefore, the averaging part 653 included in the behavior pattern analyzing part 652 of the present invention averages the position of the user sensed by the sensor to calculate averaging data, which is multidimensional data, and then calculates a behavior pattern calculating part 654, The averaging data is clustered by a k-means clustering algorithm, the averaged data is calculated as a discrete value, and the calculated averaged data is substituted into a Bigram Topic Model (BTM) to calculate a behavior pattern of the user. Can be solved.

At this time, the averaging part 653 calculates the averaging data using the following equation (1).

Equation 1,

는 상기 게임공간의 크기, 데이터

,

은 센서의 개수,

는 상기 게임공간을 각 센서가 감지하는 영역으로 나누어 산출된 감지영역의 개수)(

The size of the game space, the data

,

The number of sensors,

The number of sensing areas calculated by dividing the game space into areas sensed by each sensor)

Next, the behavior pattern calculating part 654 calculates the behavior pattern using the following equation (2).

Equation (2)

,

은 상기 게임공간을 각 센서가 감지하는 영역으로 나누어 산출된 감지영역의 개수,

는 군집 대표 인덱스,

는 k-means 군집화 알고리즘에 따라 적용된 각 군집

를 대표하는 데이터)(Averaging data

,

The number of sensing areas calculated by dividing the game space into areas sensed by each sensor,

Cluster representative index,

Is applied to each cluster applied according to the k-means clustering algorithm

≪ / RTI >

This is because it is difficult to apply averaging data to a bi-gram topic model having a single discrete value as an input, since the averaging data obtained through Equation 1 in the averaging part 653 is continuous and multidimensional.

에 k-means 군집화 알고리즘을 적용하여 각 군집

를 대표하는 데이터

를 얻은 뒤, 모든 평균화데이터에 대하여 수학식 2를 통해 가장 유사한 군집 대표 인덱스

를 할당함으로써 다차원인 평균화데이터를 이산화된 단일값으로 산출해낼 수 있어, 이와 같이 이산화된 단일 값을 토픽 모델인 바이그램 토픽 모델에 적용하여, 결과적으로 행동패턴을 얻을 수 있는 것이다.Therefore,

We apply the k-means clustering algorithm to each cluster

Data representative of

And then, for all averaged data, the closest cluster representative index < RTI ID = 0.0 >

The multidimensional averaging data can be calculated as a discrete value. By applying the discretized single value to the topic model, which is the topic model, the behavior pattern can be obtained as a result.

Therefore, the hint composing unit 655 of the present invention synthesizes the hint information with the virtual image according to the behavior pattern calculated by the behavior pattern calculating unit 654, and at this time, by the behavior pattern calculating unit 654 Since the behavior pattern is expressed in the form of a random variable, it is possible to calculate a random variable for each user, that is, a behavior pattern, and provide hint information corresponding to the calculated behavior pattern.

An example of FIG. 3 will be described below. As shown in FIG. 3, according to the graph shown through the averaging part 653 and the behavior pattern calculating part 654 of the present invention, the user shows a high probability at the sensor 2 at about 15:00, : Sensor 3 shows a high probability at sensor 1, and sensor 1 shows a high probability at 15:50 to 16:00. This means that the user is not easily able to solve the problem in the area corresponding to each sensor. Especially, in the range of 15:10 to 15:40, It shows that you are wandering without solving the problem. Therefore, in this case, the hint composition unit 655 synthesizes the hint information with the virtual image according to the behavior pattern calculated by the behavior pattern calculation unit 654, and synthesizes the hint information with the virtual image around the sensor, . In this case, the provision of the hint information includes not only providing a simple hint but also providing a direct hint to open the door.

4 is a perspective view of a block structure 260 of the present invention.

With reference to FIG. 4 together with FIG. 2, if a block 200 is photographed through a portable terminal by simply arranging a block 200 without decorating the block 200, various games can be provided according to the input of an administrator The configuration will be described.

The controller 600 includes a modeling database 610 that stores a plurality of three-dimensional shape information and a background, and a controller 610 that combines the three-dimensional shape model information with the recognized block 200, A background synthesis module 630 for synthesizing a background to the three-dimensional model to form a virtual image, and a display unit 410 for providing the virtual image to the portable terminal 400, And an image transmission module 640 for controlling the image output module 640 to output the image data.

The modeling database 610 stores various types of three-dimensional shape model information. If the block 200 is recognized, the modeling module 620 overwrites the recognized three-dimensional model information with the recognized position so that a three-dimensional model is displayed instead of the block 200. Here, the background is synthesized to form a virtual image. That is, although the user can only see the game space and the block 200 in terms of the naked eye, since the user can see a completely new three-dimensional model and background through the portable terminal held by the user, it is possible to provide a kind of virtual reality (VR) The application of such a technique enables various experiences according to the three-dimensional shape model information and background provided by the manager even though the same game space and block 200 are used. The synthesized virtual image is provided to the portable terminal 400 and outputted through the display unit 410 located in the portable terminal 400 so that the user can experience the virtual reality.

At this time, the block 200 may be coupled with another neighboring block 200 through the elongating means 250 to constitute the block structure 260, which is a shrinkable and extendable antenna type And an auxiliary signal generating means for generating an auxiliary signal differentially according to the extended length of the antenna column 251. The auxiliary signal generating means 251 includes a column 251, attachment means 252 attached to both ends of the antenna column 251, 253). The controller (600) receives the auxiliary signal and forms a modified three-dimensional model in which the length of the three-dimensional model is modified according to the recognized auxiliary signal to provide a three- (660).

The elongating means 250 is constructed such that attachment means 252 (sticky, attaching surfaces, hooks, latches, etc.) are located at both ends of the shrinkable and extendable antenna column 251 to connect the neighboring blocks 200 . An auxiliary signal generating means 253 for generating an auxiliary signal in accordance with the degree of contraction and elongation of the antenna column 251 is located in the extending means 250. The auxiliary signal generating means 253 generates an auxiliary signal, It is possible to derive the length of the present extending means 250 (consequently, the length of the block structure 260) if the auxiliary signal can be received because the auxiliary signal is generated according to the length of the column 251.

Accordingly, the controller 600 further includes a configuration for receiving the auxiliary signal and modifying the length of the three-dimensional model, which is a modeling transformation module 660. Dimensional model by modifying the length of the three-dimensional model according to the length of the extension means 250 derived through receiving the auxiliary signal and providing the modified three-dimensional model as a three-dimensional model.

5 is a conceptual diagram showing a screen on which a three-dimensional model and hint information are displayed on the display unit.

The description will be made with reference to Fig. 5 together with the above-mentioned Fig. As a feature of the game that can escape the game space, the user must be able to receive at least one of various guide information and hint information from the manager. This may be provided as a voice in the characteristic of utilizing the virtual reality or a method of displaying at least one of the guide information and the hint information on the virtual reality screen. Here, in the case of voice, since it is inconvenient to listen once after listening and it is difficult to easily obtain necessary information, it is not utilized well. Therefore, a method of displaying at least one of guide information and hint information on a virtual reality screen need.

In order to implement such a function, the hint providing module 650 may include a guide database 656 in which at least one of guide information and hint information for instructing the user is stored, Wherein the controller divides the virtual image into a plurality of image regions 411 to form two-dimensional xy coordinates, and at least one of the guide information and the hint information is at least And a display unit 410 for displaying the current position of the block 420 on the basis of the current position of the reference point 413, 200 and the coordinates of the block 200 recognized before the specific time are compared to determine whether the block 200 is changed or not. The block detection unit 672 detects whether the block 200 is changed from the motion detection unit 672 to the block 200 And a subtitle arrangement unit 673 for rearranging at least one of the guide information and the hint information to the changed coordinates corresponding to the coordinates of the moved block when the coordinate movement is detected .

First, the hint providing module 650 includes a guide database 656 in which at least one of various guide information and hint information is stored, and a display unit 656 in which a user combines at least one of guide information and hint information into a virtual image, And a guide synthesizing unit 657 which enables the guide information to be confirmed in the virtual image displayed through the display unit 410.

The guidance information is generally provided to the display unit 410 in a form similar to a caption. At this time, if only one guide information is displayed on the display unit 410, If too many guide information is displayed on the display unit 410, it is inconvenient to check. In addition, since the user continuously moves within the game space, if the guide information continues to be displayed in one place, You may feel confused.

In addition, as described above, since the hint providing module 650 of the present invention sends not only the guidance information but also the hint information together, there is a possibility that the user may feel more confusion. Therefore, the guide information and the hint information are not continuously displayed in one place, but should be moved to an appropriate position together with the movement of the user.

The controller 600 is configured to include at least one of the guide information and the hint information according to the movement of the user. The controller 600 includes the synthesis control module 670.

First, the virtual image is divided into a plurality of image regions 411 through the caption composition unit 671 included in the composition control module 670. The image region 411 is generally divided into a plurality of identical quadrangles to form a kind of two-dimensional xy coordinates. Thereafter, at least one of the guide information and the hint information is positioned in at least one image area 411 and synthesized.

The motion detection section 672 sets the center of the display section 410 to the reference point 413 when at least one of the guidance information and the hint information is located in the fixed image area 411 for a specific time And compares the coordinates of the block 200 recognized before the specific time with the currently recognized coordinates. Here, a specific time generally refers to a time within 1 second, and a time of 1 second is a speed at which a human recognizes a general eye movement. At this time, the reference center 413 is set at the center of the reference point, and the coordinates recognized before this specific time are compared with the currently recognized coordinates. This can be considered as comparing the coordinate values changed from the reference point 413 in general two-dimensional xy coordinates.

In the subtitle arrangement unit 673, if it is determined that the coordinate values of the previous block have been changed through the comparison of the coordinates at the motion detection unit 672, at least one of the guidance information and the hint information is associated with the coordinates So that the block 200 can be continuously displayed together with at least one of the guide information and the hint information.

However, if at least one of the guide information and the hint information is relocated to the changed coordinates, the specific time must be set to be very short if the immediate coordinates are rearranged. This is because it is possible to place a great burden on the controller 600 It is a way not to. However, when the specific time is very long as 1 second, the position of the subtitle is instantaneously moved every one second, which causes the user to inconvenience to continuously confirm the changed position.

Fig. 6 is a conceptual diagram showing a method of calculating the movement route of the present invention.

Referring to FIG. 6 together with FIG. 2 described above, the subtitle arrangement unit calculates a movement path by applying the following equation and rearranges the coordinates to the changed coordinates, thereby determining coordinates of at least one of guide information and hint information Implement smooth movement in relocation.

인데,Referring first to Equation (3)

However,

는 최초 위치,

은 기준점(413)의 위치,

는 현재 블록(200)의 위치, t는 0부터 특정 시간까지의 값을 의미한다. 도면을 함께 참조하여 설명하면, 기준점(413)을 사이에 두고 특정 시간동안 블록(200)이 최초 위치로부터 현재 위치로 이동했다고 하였을 때, 다음의 식을 적용하면 블록(200)의 이동에 따른 적합한 이동경로를 산출하여 안내정보 및 힌트정보 중 적어도 어느 하나의 좌표 재배치를 도울 수 있게 된다.Where B (t) is the calculated path,

Lt; / RTI >

The position of the reference point 413,

Denotes the position of the current block 200, and t denotes a value from 0 to a specific time. Referring to the drawings, when the block 200 moves from the initial position to the current position for a specific time with the reference point 413 interposed therebetween, It is possible to calculate the movement path and help relocation of at least one of the guide information and the hint information.

In the case of the drawing, the convex shape appears when the coordinate values are very close to each other. However, if the resolution of the coordinate value is increased by dividing the image area 411 finely, the shape appears almost like a straight line, The image is basically distorted convexly due to the characteristic of the virtual reality and a curve can be applied to correspond to the distortion so that movement of at least one of the guide information and the hint information that the actual user confirms through the display unit 410, So that it can be formed to move naturally according to the direction. Therefore, at least one of the guide information and the hint information can be provided to the user through the above-described configuration, thereby providing a more realistic user experience in comparison with the existing virtual reality system.

As described above, the configuration and operation of the game service providing system using the user behavior pattern analysis according to the present invention are described in the above description and drawings. However, the present invention is not limited to the above description and drawings. And it is to be understood that various changes and modifications may be made without departing from the spirit of the invention.

100: Door 200: Block
250: extension means 251: antenna pole
252: attaching means 253: auxiliary signal generating means
260: block structure 300: signal generating means
400: portable terminal 410: display unit
411: image area 412: guidance information
413: Reference point 420:
430: Transmitting / receiving unit 500: Position data processing device
600: controller 610: modeling database
620: Modeling module 630: Background synthesis module
640: image transmitting module 650: hint providing module
651: Hint database 652: Behavior pattern analysis unit
653: Averaging part 654: Behavior pattern calculation part
655: Hint combining section 656: Information database
657: guide synthesis unit 660: modeling transformation module
670: Synthesis control module 671:
672: Block is a motion detection section 673:

Claims (10)

A game service providing system using user behavior pattern analysis,
A door that is installed in each of the at least one sealed game room so as to be automatically openable and closable;
At least one block installed on at least one of a floor and a wall of the game space;
At least one signal generating means installed in the block;
A portable terminal including a display unit to which a sensor capable of sensing the signal generating unit is attached and which displays an instruction to be transmitted by the controller, an operation unit to which another instruction of the user is input, and a transceiver unit to communicate with the controller;
A position data processing unit for recognizing a position of a user based on the block detected by the sensor through a signal generated by the signal generating unit;
A hint providing module for analyzing a behavior pattern of the user and differentially providing hint information previously stored in the user according to the behavior pattern; A modeling module that forms a three-dimensional model by combining the three-dimensional shape model information with the recognized block, and a modeling module that synthesizes the background with the three-dimensional model to generate a virtual image And a controller for controlling the display module to output the virtual image to the portable terminal and to output the virtual image to the portable terminal,
The block includes:
A block structure is formed by being coupled with another neighboring block through an extending means,
The extension means,
Wherein the antenna column includes a plurality of antenna columns that are contractible and extendable, attachment means attached to both ends of the antenna column, and auxiliary signal generating means for differentially generating an auxiliary signal according to an extended length of the antenna column,
The controller comprising:
Dimensional model by transforming the length of the three-dimensional model according to the recognized auxiliary signal received by the auxiliary signal, and providing the transformed three-dimensional model as a three-dimensional model. A Game Service Providing System Using. The method according to claim 1,
The above-
Wherein a score converted by the action of the user is a condition that exceeds a predetermined score as being able to escape the game space by a game rule. delete delete The method according to claim 1,
The hint providing module includes:
A hint database for storing hint information for instructing the user;
A behavior pattern analyzer for analyzing a behavior pattern of the user in the game space based on the position of the user sensed by the sensor;
And a hint combining module for combining the hint information with the virtual image according to the analyzed behavior pattern. 6. The method of claim 5,
The behavior pattern analyzing unit,
An averaging part for averaging the position of the user sensed by the sensor to calculate averaged data that is multidimensional data;
Calculating a mean value of the averaged data by a k-means clustering algorithm to calculate the averaged data as a discrete value, and assigning the averaged data to a Bigram Topic Model (BTM) to calculate a behavior pattern of a user Lt; / RTI >
The hint synthesizer may include:
And the hint information is synthesized in the virtual image according to a behavior pattern calculated by the behavior pattern calculating part. The method according to claim 6,
Wherein the averaging part comprises:
The averaged data is calculated using the following equation (1)
The action pattern calculating part
Wherein the action pattern is calculated using the following equation (2).
Equation 1,

(

The size of the game space, the data

,

The number of sensors,

The number of sensing areas calculated by dividing the game space into areas sensed by each sensor)
Equation (2)

(Averaging data

,

The number of sensing areas calculated by dividing the game space into areas sensed by each sensor,

Cluster representative index,

Is applied to each cluster applied according to the k-means clustering algorithm

≪ / RTI > delete 6. The method of claim 5,
The hint providing module includes:
A guidance database in which guidance information for instructing the user is stored;
Further comprising: a guide combining unit for combining the guide information with the virtual image,
The controller comprising:
Dividing the virtual image into a plurality of image regions to form two-dimensional xy coordinates, and composing the at least one of the hint information and the guide information to be located in at least one image region;
A block for determining whether to change the block by comparing the coordinates of the block recognized as a center of the current block with the coordinates of the block recognized before the specific time,
And a subtitle arranging unit configured to relocate at least one of the hint information and the guide information to the change coordinates corresponding to the coordinates of the block when the block senses the coordinate movement of the block in the motion detection section including,
Wherein the control unit controls the display unit to continuously display at least one of the hint information and the guide information together with the block. 10. The method of claim 9,
Wherein the subtitle arrangement unit comprises:
In order to predict the movement path of at least one of the hint information and the guide information in the coordinate relocation of at least one of the hint information and the guide information, a movement path is calculated using the following equation (3) Wherein the relocation of the game service using the user behavior pattern analysis is performed.
Equation 3,

(B (t) is the calculated path,

Lt; / RTI >

The position of the reference point,

Is the position of the current block, and t is a value from 0 to a specific time.)

Images