CN110227268A - A kind of method and device detecting violation game account number - Google Patents
A kind of method and device detecting violation game account number Download PDFInfo
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- CN110227268A CN110227268A CN201810183617.XA CN201810183617A CN110227268A CN 110227268 A CN110227268 A CN 110227268A CN 201810183617 A CN201810183617 A CN 201810183617A CN 110227268 A CN110227268 A CN 110227268A
- Authority
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- China
- Prior art keywords
- game
- account number
- game account
- attributes
- computer
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
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Classifications
-
- A—HUMAN NECESSITIES
- A63—SPORTS; GAMES; AMUSEMENTS
- A63F—CARD, BOARD, OR ROULETTE GAMES; INDOOR GAMES USING SMALL MOVING PLAYING BODIES; VIDEO GAMES; GAMES NOT OTHERWISE PROVIDED FOR
- A63F13/00—Video games, i.e. games using an electronically generated display having two or more dimensions
- A63F13/70—Game security or game management aspects
- A63F13/75—Enforcing rules, e.g. detecting foul play or generating lists of cheating players
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- A—HUMAN NECESSITIES
- A63—SPORTS; GAMES; AMUSEMENTS
- A63F—CARD, BOARD, OR ROULETTE GAMES; INDOOR GAMES USING SMALL MOVING PLAYING BODIES; VIDEO GAMES; GAMES NOT OTHERWISE PROVIDED FOR
- A63F13/00—Video games, i.e. games using an electronically generated display having two or more dimensions
- A63F13/70—Game security or game management aspects
- A63F13/79—Game security or game management aspects involving player-related data, e.g. identities, accounts, preferences or play histories
-
- A—HUMAN NECESSITIES
- A63—SPORTS; GAMES; AMUSEMENTS
- A63F—CARD, BOARD, OR ROULETTE GAMES; INDOOR GAMES USING SMALL MOVING PLAYING BODIES; VIDEO GAMES; GAMES NOT OTHERWISE PROVIDED FOR
- A63F2300/00—Features of games using an electronically generated display having two or more dimensions, e.g. on a television screen, showing representations related to the game
- A63F2300/50—Features of games using an electronically generated display having two or more dimensions, e.g. on a television screen, showing representations related to the game characterized by details of game servers
- A63F2300/55—Details of game data or player data management
- A63F2300/5546—Details of game data or player data management using player registration data, e.g. identification, account, preferences, game history
-
- A—HUMAN NECESSITIES
- A63—SPORTS; GAMES; AMUSEMENTS
- A63F—CARD, BOARD, OR ROULETTE GAMES; INDOOR GAMES USING SMALL MOVING PLAYING BODIES; VIDEO GAMES; GAMES NOT OTHERWISE PROVIDED FOR
- A63F2300/00—Features of games using an electronically generated display having two or more dimensions, e.g. on a television screen, showing representations related to the game
- A63F2300/50—Features of games using an electronically generated display having two or more dimensions, e.g. on a television screen, showing representations related to the game characterized by details of game servers
- A63F2300/55—Details of game data or player data management
- A63F2300/5586—Details of game data or player data management for enforcing rights or rules, e.g. to prevent foul play
Abstract
The invention discloses a kind of method and devices for detecting violation game account number, belong to technical field of data processing.This method includes the operation log for obtaining each game account, the game operation sequence in the operation log is divided into multiple segmentations according to preset interval, the corresponding game account number of game operation sequence identical in each segmentation is collected as a set, first set is determined from multiple set of aggregation, wherein, first set is the set that game account number quantity is greater than first threshold, the game attributes of game account number in first set are counted, obtain the statistical value of game attributes, and the game account number that the statistical value of game attributes is less than statistical threshold is determined as violation game account number.Assemble game account number by the operation log thus according to game account number, so that the operating room Da Jin can not evade detection on the terminal device of oneself, so as to provide the accuracy of violation game account number detection, reduces the open progress of game.
Description
Technical field
The present embodiments relate to technical field of data processing more particularly to a kind of methods for detecting violation game account number
And device.
Background technique
Automatic imitation game behavior illegally benefits clique, the referred to as operating room Da Jin.The purpose of clique, the operating room Da Jin is
Output game gold coin trades game gold coin and gives other trips by the operation of process control game account number come output game gold coin
The player that plays makes a profit, and belongs to unlawful practice.Traditional is poly- based on the agreement (Internet Protocol, IP) interconnected between network
The operating room the Da Jin detection method that collection, machine are assembled is the aggregation properties according to the operating room Da Jin, if some IP/ machine is stepped on
A large amount of game account numbers are recorded, it is a large amount of to illustrate that in some minimum natural region, (such as a house or a computer) logs in
Game account number, from probability for, can not occur under normal circumstances, if had occurred really, be exactly exception
Situation.
But by being assembled based on IP, machine aggregation the operating room Da Jin detection method detect the operating room Da Jin, and
Fight each other after golden operating room hit, the operating room Da Jin it will be readily perceived that arrive, the operating room Da Jin can by network agent around
Cross IP aggregation or bypass the detection of machine aggregation using hardware modifications device, to evade detection, cause based in IP aggregation,
The operating room the Da Jin detection method of machine aggregation cannot achieve corresponding effect.
Summary of the invention
The embodiment of the present invention provides a kind of method and device for detecting violation game account number, plays metal working work to improve detection
The accuracy of room, avoid the operating room Da Jin evades behavior.
In a first aspect, providing a kind of method for detecting violation game account number, comprising:
Obtain the operation log of each game account；
The game operation sequence in the operation log is divided into multiple segmentations according to preset interval；
The corresponding game account number of game operation sequence identical in each segmentation is collected as a set；
Determine that first set, the first set are that game account number quantity is greater than first from multiple set of aggregation
The set of threshold value；
The game attributes of game account number in the first set are counted, obtain the statistical value of game attributes, and will
The game account number that the statistical value of the game attributes is less than statistical threshold is determined as violation game account number.
Above-described embodiment is assembled game account number by the operation log thus according to game account number, so that the operating room Da Jin
The detection of server can not be evaded on the terminal device of oneself, so as to provide the accuracy of violation game account number detection,
Reduce the open progress of game.
Optionally, the preset interval includes: the quantity of preset time period or default game operation sequence.
Optionally, the preset interval is set according to the quantity of game operation.
Optionally, the game attributes to game account number in the first set count, and obtain game attributes
Statistical value, comprising:
The game attributes of game account number in the first set are counted, the variance yields of game attributes is obtained.
Optionally, the game attributes of the game account number include with one of properties or any combination:
White list, game ratings, game role, the game registion time of account number.
Second aspect provides a kind of device for detecting violation game account number, comprising:
Module is obtained, for obtaining the operation log of each game account；
Division module, for the game operation sequence in the operation log to be divided into multiple points according to preset interval
Section；
Concentrating module, for the corresponding game account number of game operation sequence identical in each segmentation to be collected as a collection
It closes；
Determining module, for determining that first set, the first set are game account number from multiple set of aggregation
Quantity is greater than the set of first threshold；And the game attributes of game account number in the first set are counted, it is swum
The statistical value of play attribute, and the game account number that the statistical value of the game attributes is less than statistical threshold is determined as violation game
Account number.
Optionally, the preset interval includes: the quantity of preset time period or default game operation sequence.
Optionally, the preset interval is set according to the quantity of game operation.
Optionally, the determining module is specifically used for:
The game attributes of game account number in the first set are counted, the variance yields of game attributes is obtained.
Optionally, the game attributes of the game account number include with one of properties or any combination:
White list, game ratings, game role, the game registion time of account number.
The third aspect provides a kind of computer-readable non-volatile memory medium, including computer-readable instruction, works as meter
Calculate it is machine-readable when taking and executing the computer-readable instruction so that computer executes any method of first aspect.
Fourth aspect provides a kind of computer program product, including computer-readable instruction, when computer is read and is held
When the row computer-readable instruction, so that computer executes any method of first aspect.
Detailed description of the invention
To describe the technical solutions in the embodiments of the present invention more clearly, required in being described below to embodiment
The attached drawing used is briefly introduced, it should be apparent that, drawings in the following description are only some embodiments of the invention, right
For those skilled in the art, without creative efforts, it can also be obtained according to these attached drawings
Other attached drawings.
Fig. 1 is a kind of schematic diagram of system architecture provided in an embodiment of the present invention；
Fig. 2 is a kind of structural schematic diagram of terminal device provided in an embodiment of the present invention；
Fig. 3 is a kind of structural schematic diagram of detection service device provided in an embodiment of the present invention；
Fig. 4 is a kind of flow diagram of method for detecting violation game account number provided in an embodiment of the present invention；
Fig. 5 is a kind of structural schematic diagram of device for detecting violation game account number provided in an embodiment of the present invention.
Specific embodiment
To make the objectives, technical solutions, and advantages of the present invention clearer, below in conjunction with attached drawing to the present invention make into
It is described in detail to one step, it is clear that described embodiments are only a part of the embodiments of the present invention, rather than whole implementation
Example.Based on the embodiments of the present invention, obtained by those of ordinary skill in the art without making creative efforts
All other embodiment, shall fall within the protection scope of the present invention.
In order to make it easy to understand, being explained below to noun involved in the embodiment of the present invention:
The operating room Da Jin: the clique illegally benefited in online game by automatic imitation game behavior.
White list: the game account trusty being calculated based on player history game behavior.
White list ratio: ratio occupied by white list in a certain game account number set.
Fig. 1 illustratively show it is provided in an embodiment of the present invention detection violation game account number method be applicable in be
System architecture diagram.Refering to what is shown in Fig. 1, the system architecture includes at least one terminal device 100, detection service device 200, game gold
Coin output control server 300 and punishment server 400.Wherein, terminal device 100 can pass through network and detection service device
200 are communicated, and the game client installed in terminal device 100 is associated with the detection service device 200, such as client
Register the detection service device etc. in end.Detection service device 200 can be with game gold coin output control server 300, punishment server
400 communications, game gold coin output control server 300 can be communicated with punishment server 400.
In embodiments of the present invention, which can be to support the equipment for installing game client, for example, hand
Machine, bracelet, tablet computer, laptop, Ultra-Mobile PC's (English: Ultra-Mobile Personal
Computer, UMPC), personal digital assistant (English: Personal Digital Assistant, PDA) equipment, vehicle-mounted set
Standby, wearable device etc., is not limited solely to communication terminal.
By taking the structure of terminal device 100 shown in Fig. 2 as an example, which may include radio frequency (Radio
Frequency, RF) circuit 110, memory 120, input unit 130, Wireless Fidelity (wireless fidelity, WiFi) mould
The components such as block 170, display unit 140, sensor 150, voicefrequency circuit 160, processor 180 and power supply 190.
Wherein, it will be understood by those skilled in the art that 100 structure of terminal device shown in Figure 2 it is merely illustrative rather than limit
Fixed, terminal device 100 can also include perhaps combining certain components or different portions than illustrating more or fewer components
Part arrangement.
RF circuit 110 can be used for receiving and dispatching the information of game server transmission, handle to processor 180.In general, RF circuit
110 include but is not limited to antenna, at least one amplifier, transceiver, coupler, low-noise amplifier (Low Noise
Amplifier, LNA), duplexer etc..In addition, RF circuit 110 can also be logical with network and other equipment by wireless communication
Letter.Any communication standard or agreement, including but not limited to global system for mobile communications can be used in above-mentioned wireless communication
(Global System for Mobile communication, GSM), general packet radio service (General Packet
Radio Service, GPRS), CDMA (Code Division Multiple Access, CDMA), wideband code division it is more
Location (Wideband Code Division Multiple Access, WCDMA), long term evolution (Long Term
Evolution, LTE), Email, short message service (Short Messaging Service, SMS) etc..
Wherein, memory 120 can be used for storing software program and module, and processor 180 is stored in storage by operation
The software program and module of device 120, thereby executing various function application and data processing.Memory 120 can mainly include
Storing program area and storage data area, wherein storing program area can application needed for storage program area, at least one function
Program (such as sound-playing function, image player function) etc.；Storage data area can be stored to be created according to using for mobile phone
Data (such as audio data, phone directory) etc..It, can be in addition, memory 120 may include high-speed random access memory
Including nonvolatile memory, for example, at least a disk memory, flush memory device or other volatile solid-states
Part.
Input unit 130 can be used for receiving the number or character information of input, and generates and set with the user of mobile phone 100
It sets and the related key signals of function control.Specifically, input unit 130 may include touch panel 131, picture pick-up device 132 with
And other input equipments 133.Picture pick-up device 132, the image that can be obtained to needs is taken pictures, so that image be sent to
Processor 150 is handled, and figure is finally presented in user by display panel 141.Touch panel 131, also referred to as touches
Screen, collect user on it or nearby touch operation (such as user using any suitable object such as finger, stylus or
Operation of the attachment on touch panel 131 or near touch panel 131), and driven accordingly according to preset formula
Attachment device.Optionally, touch panel 131 may include both touch detecting apparatus and touch controller.Wherein, it touches
Detection device detects the touch orientation of user, and detects touch operation bring signal, transmits a signal to touch controller；
Touch controller receives touch information from touch detecting apparatus, and is converted into contact coordinate, then gives processor 180,
And order that processor 180 is sent can be received and executed.Furthermore, it is possible to using resistance-type, condenser type, infrared ray and
The multiple types such as surface acoustic wave realize touch panel 131.In addition to touch panel 131 and picture pick-up device 132, input unit 130 is also
It may include other input equipments 132.Specifically, other input equipments 132 can include but is not limited to physical keyboard, function
One of key (such as volume control button, switch key etc.), trace ball, mouse, operating stick etc. are a variety of.
Wherein, display unit 140 can be used for showing information input by user or be supplied to the information and mobile phone of user
Various menus.Display unit 140 may include display panel 141, optionally, can use liquid crystal display (Liquid
Crystal Display, LCD), the forms such as Organic Light Emitting Diode (OLED, Organic Light-Emitting Diode)
To configure display panel 141.Further, touch panel 131 can cover display panel 141, when touch panel 131 detects
After touch operation on it or nearby, processor 180 is sent to determine the type of touch event, is followed by subsequent processing device 180
Corresponding visual output is provided on display panel 141 according to the type of touch event.
In addition, terminal device 100 may also include at least one sensor 150, for example, attitude transducer, range sensor,
And other sensors.
Specifically, attitude transducer is referred to as motion sensor, also, one kind as the motion sensor, can
To enumerate angular-rate sensor (also referred to as, gyroscope), when it is configured in terminal device 100, for measuring movement shape
The rotational angular velocity of terminal device 100 in state in deflection, inclination, thus, gyroscope can Accurate Analysis judgement send as an envoy to
Corresponding operation is done to terminal device 100 in turn with the actual act of the user of terminal device 100.Such as: body-sensing shakes one
It shakes and (shakes mobile phone and realize some functions), translation/rotation/mobile terminal device 100 can control in gaming visual angle, in the whole world
According to object moving state reality (such as in tunnel) when positioning system (Global Positioning System, GPS) does not have a signal
Existing inertial navigation.
In addition, in embodiments of the present invention, as sensor 150, barometer, hygrometer, thermometer and red can also configure
The other sensors such as outside line sensor, details are not described herein.
Optical sensor may include ambient light sensor and proximity sensor, wherein ambient light sensor can be according to environment light
The light and shade of line adjusts the brightness of display panel 141, and proximity sensor can close aobvious when terminal device 100 is moved in one's ear
Show panel 141 and/or backlight.
Voicefrequency circuit 160, loudspeaker 161, the audio that microphone 162 can provide between user and terminal device 100 connect
Mouthful.Electric signal after the audio data received conversion can be transferred to loudspeaker 161, by loudspeaker 161 by voicefrequency circuit 160
Be converted to voice signal output；On the other hand, the voice signal of collection is converted to electric signal by microphone 162, by voicefrequency circuit
160 receive after be converted to audio data, then by after the processing of audio data output processor 180, through RF circuit 110 to be sent to
Such as another terminal device, or audio data is exported to memory 120 to be further processed.
WiFi belongs to short range wireless transmission technology, and terminal device 100 can help user to receive by WiFi module 170
It sends e-mails, browse webpage and access streaming video etc., it provides wireless broadband internet access for user.Although
Fig. 1 shows WiFi module 170, but it is understood that, and it is not belonging to must be configured into for terminal device 100, completely may be used
To omit within the scope of not changing the essence of the invention as needed.
Processor 180 is the control centre of terminal device 100, utilizes various interfaces and the entire terminal device of connection
100 various pieces by running or execute the software program and/or module that are stored in memory 120, and are called and are deposited
The data in memory 120 are stored up, data are performed various functions and handle, to carry out integral monitoring to terminal device 100.
Optionally, processor 180 may include one or more processing units；Preferably, processor 180 can integrate application processor and
Modem processor, wherein the main processing operation system of application processor, user interface and application program etc., modulation /demodulation
Processor mainly handles wireless communication.
It is understood that above-mentioned modem processor can not also be integrated into processor 180.
Terminal device 100 can also include at least one motor 190, since terminal device 100 is current consuming apparatus, motor
190 can be a kind of micro-machine, meanwhile, the watt level being capable of providing according to motor 190 can match for terminal device 100
Set multiple motors.
Terminal device 100 further includes the power supply (being not drawn into figure) powered to all parts.
Preferably, power supply can be logically contiguous by power-supply management system and processor 180, to pass through power management
System realizes the functions such as management charging, electric discharge and power managed.Although being not shown, terminal device 100 can also include indigo plant
Tooth module, earphone interface etc., details are not described herein.
Above-mentioned detection service device 200 is set for executing detection violation game account number provided in an embodiment of the present invention with terminal
Standby 100 connection, the operation log for the game account number that receiving terminal apparatus 100 reports detect game account number according to operation log
Whether in violation of rules and regulations.As shown in figure 3, the detection service device 200 may include processor 210, communication interface 220 and memory 230.
Wherein, communication interface 220 for respectively with terminal device 100, game gold coin output control server 300, punishment
Server 400 is communicated, and transceiver terminal equipment 100, punishes server 400 at game gold coin output control server 300
Information realizes communication.
Processor 210 is the control centre of detection service device 200, entirely detects clothes using various interfaces and connection
The various pieces of business device 200, by running or executing the software program/or module that are stored in memory 230, and calling
The data being stored in memory 230 execute the various functions and processing data of detection service device 200.Optionally, processor
210 may include one or more processing units.
Memory 230 can be used for storing software program and module, and processor 210 is stored in memory 230 by operation
Software program and module, thereby executing various function application and data processing.Memory 230 can mainly include storage
Program area and storage data area, wherein storing program area can application program needed for storage program area, at least one function
Deng；Storage data area can store the data etc. created according to business processing.In addition, memory 230 may include that high speed is random
Access memory, can also include nonvolatile memory, a for example, at least disk memory, flush memory device or other
Volatile solid-state part.
Game gold coin output control server 300 is for receiving the violation account number that detection service device 200 detects, and root
Carry out punishment control according to game economy situation, eventually form punishment list be sent to punishment server 400 punished.It is tied
Structure is referred to shown in Fig. 3, may include processor, communication interface and memory.
For game gold coin output control server 300, communication interface is specifically used for carrying out with detection service device 200
Communication, the information that transmitting-receiving detection service device 200 transmits, realizes communication.Its processor is game gold coin output control server
300 control centre, using the various pieces of various interfaces and the entire game gold coin output control server 300 of connection,
By running or executing the software program/or module that are stored in memory, and the data that calling is stored in memory,
Execute the various functions and processing data of game gold coin output control server 300.Its memory can be used for storing realization game
The software program and module of the various functions of gold coin output control server 300.
Punishment server 400 is used to receive the violation game account number of the transmission of detection service device 200, game gold coin output control
The punishment list that control server 300 is sent, and punished according to punishment name single pair violation game account number.Its structure can join
According to shown in Fig. 3, may include processor, communication interface and memory.
For punishing server 400, communication interface is specifically used for and detection service device 200, game gold coin output control
Server 300 is communicated, and the information that transmitting-receiving detection service device 200, game gold coin output control server 300 transmit is realized
Communication.Its processor is the control centre for punishing server 400, entirely punishes server using various interfaces and connection
400 various pieces by running or execute the software program/or module that are stored in memory, and are called to be stored in and be deposited
Data in reservoir execute the various functions and processing data of punishment server 400.Its memory can be used for storing at realization
Penalize the software program and module of the various functions of server 400.
It should be noted that above-mentioned Fig. 1 is only a kind of example to structure shown in Fig. 3, the embodiment of the present invention does not do this
It limits.
The purpose of clique, the operating room Da Jin is output game gold coin, and game gold coin is traded and is made a profit to other game players.
Game is an ecosystem, and player can consume two kinds of things inside game, and one is game contents, and one is game gold
Coin, then corresponding, it is necessary to which someone's output game content and game gold coin, game content are generated by development of games side, and are swum
Gold coin of playing is generated by player itself, and the generation of both substances is all depending on needing to rely on consumption.And clique, the operating room Da Jin is
Individual interest using process control game account number output game gold coin greatly improves pan rate, and consumes constant feelings
Under condition, game gold coin surplus will lead to, in order to consume these remaining game gold coins, it is necessary to which exploitation side generates in game
Hold, and game content has certain process, is exactly the Life Cycle of game overdrawed if too fast output game content
Phase accelerates the extinction of game.
The arch-criminal that game is withered away is that the operating room Da Jin largely generates game gold using process control game account number
Coin then game company just needs to find out the violation game account number of the operating room Da Jin, and is punished.But it is directed to beats at present
The traditional strike method in golden operating room is assembled based on IP, and the more common feature such as machine aggregation after strike, plays metal working
It is easy for perceive as room, and by modification machine environment come around the strike of overbunching.Utilization has been had already appeared in the market
Network agent evades the behavior of game company's detection using hardware modifications device around IP aggregation around machine aggregation etc., so that disobeying
The game account number of rule can continue to using can not be accurately obtained detection.
To solve the above-mentioned problems, the embodiment of the invention provides a kind of methods for detecting violation game account number, by right
The operation log for the game account number that terminal device reports is segmented, and assembling has the identical game sequence of operation in each segmentation
Game account number, since in actual play, different players has different operations, so if what some segmentation gathered
A large amount of game account number, it is possible to be the violation game account number of the operating room Da Jin, at this time to the trip of the game account number in set
Play attribute is counted to obtain the statistical value of game attributes, and the statistical value of game attributes is less than to the game account number of statistical threshold
It is determined as violation game account number.Assemble game account number by the operation log thus according to game account number, so that the operating room Da Jin
Detection can not be evaded on the terminal device of oneself, so as to provide the accuracy of violation game account number detection, reduce game
Open progress.
In view of the operation log of game account number was generated according to the time, each operation can correspond to a game behaviour
Make sequence, operation log can recorde are as follows: the time: 10:00, into copy, sequence number 001；Time: 10:01 beats monster one
Under, sequence number 002 etc..The record form of operation log is only example effect, is not limited this.Largely operated
It after log, is segmented, at this point, preset interval can be preset time period or the quantity of default game operation sequence.
By taking preset time period as an example, with 10 minutes for a period, operation log is divided；To preset game operation sequence
Quantity for, can with 10 game operation sequences be one segmentation.Above-mentioned preset time period and default game operation sequence
Quantity can be empirically configured during practical application, can specifically be grasped according to game in operation log
Make the quantity of sequence to be set.
To achieve the goals above, below in conjunction with Fig. 1 to structure shown in Fig. 3, to describe detection violation game account number
Process.
Fig. 4 illustratively shows a kind of process for detecting violation game account number provided in an embodiment of the present invention, specific to wrap
It includes:
Step 401, the operation log of each game account number is obtained.
Game player is playing the operation log that can generate game during game, each game account in terminal device 100
A number corresponding operation log can log in a game client in each terminal device 100, that is, log in one
Game account number, but for the operating room Da Jin, can use program and log in multiple clients on a terminal device 100
End, so as to log in multiple game account numbers.Each game account number can generate operation log, this is that the operating room Da Jin can not
Evade modification.The operation log that these game account numbers generate, terminal device 100 can pass through RF circuit 110 or WiFi module
170 are reported to detection service device 200, and the processor 210 of detection service device 200 can control communication interface 220 to receive these
The operation log of game account number.
Step 402, the game operation sequence in operation log is divided into multiple segmentations according to preset interval.
Processor 210 needs after the operation log for obtaining each game account number that terminal device 100 reports to operation day
Will segmentation, is divided into multiple segmentations for the game operation sequence in operation log according to preset interval.
It for example, preset time period is 10 minutes, that is, is within every 10 minutes the game in a segmentation division operation log
The sequence of operation.Such as 10:00 to 10:10 this preset time period, it is pre- that this will be located in the operation log of all game account numbers
If the game operation sequence in the period is all divided into this segmentation.
For example, the quantity of default game operation sequence is 10, that is, every 10 game operation sequences are a segmentation.
In the operation log of each game account number since the 1st game operation sequence, every 10 game operation sequences are divided into one
Segmentation, preceding 10 game operation sequences of all game account numbers are the first segmentation, and so on, available multiple segmentations.
Above-mentioned preset interval can carry out secondary setup by mathematical formulae according to the quantity of game operation, for example, it is assumed that
Game operation be it is independent, these operation numbers be N, preset interval size be s, then the normal player sequence of operation
The probability of conflict is 1- (1/N)s, collision rate refers to that the probability of the identical game sequence of operation occurs in player, and the probability is smaller, scheme
Accuracy it is higher, may therefore specify that collision rate e pass through 1- (1/N)s==e determines preset interval s.
Step 403, the corresponding game account number of game operation sequence identical in each segmentation is collected as a set.
Operation log after being divided multiple segmentations by processor 210, so that it may by trip having the same in each segmentation
The corresponding game account number of the play sequence of operation is collected as a set, for example, game operation sequence is 001 in the first segmentation
Game account number is 5, this 5 game account numbers can be collected as to a set at this time；The trip that game operation sequence is 002
Account number of playing is 10, this 10 game account numbers can be collected as to a set at this time, and so on, each segmentation is counted,
Multiple set can be assembled.
Step 404, judge whether the quantity of game account number in set is greater than first threshold, if so, it is transferred to step 405,
If it is not, then terminating process.
Since in time game, different players have different operations, so if some segmentation gathers largely
Player, then the probability that these players belong to the operating room Da Jin is just very high, in turn if the player's amount gathered is seldom,
That just terminates.
Therefore, processor 210 is after according to the multiple set of game operation sequences cluster in each segmentation, it is necessary to sentence
Whether the quantity of game account number is greater than first threshold in each set of breaking, which can empirically be set.It can
Choosing, secondary setup can be carried out by mathematical formulae.For example, after preset interval s has been determined, the game of normal player
The collision rate of the sequence of operation is e, and the probability that m normal players conflict is em, explain it is that m player is owned by turn
The identical game sequence of operation, these players are that the probability of improper player is 1-em, that is, the accuracy for belonging to the operating room Da Jin is
1-em, then can specify accuracy a passes through 1-em==a gathers account number amount m to determine, which is first threshold.As long as
Greater than the set of the quantity of the game account number of the first threshold comprising game account number be the operating room Da Jin maximum probability.
Step 405, it determines first set, the game attributes of game account number in first set is counted, game is obtained
The statistical value of attribute.
The set that the quantity of game account number is greater than first threshold can be determined as first set by processor 210, then right
The game attributes of game account number are counted in first set, obtain the statistical value of game attributes, specifically, can be to first
The game attributes of game account number are counted in set, obtain the variance yields of game attributes.The game attributes of these game account numbers
Including with one of properties or any combination: white list, game ratings, game role, the game registion time of account number.At this
In inventive embodiments, the game attributes of game account number are only that example effect is without limitation.Such as count each game account number
The variance yields of game ratings, variance yields very little illustrate that these game account numbers tend to single section, belong to single-population, then
They belong to the operating room Da Jin probability just further promoted, can be confirmed substantially be the operating room Da Jin violation game account number
?.
Step 406, judge whether the statistical value of game attributes is less than statistical threshold, if so, it is transferred to step 407, if
It is no, then terminate process.
Processor 210 judges whether the statistical value of game attributes is less than statistics threshold after obtaining the statistical value of game attributes
Value, the statistical threshold can empirically be set during practical application.
Step 407, violation game account number is determined.
The game account number that the statistical value of game attributes is less than statistical threshold can be determined as violation game by processor 210
Account number, then processor 210 can control communication interface 220 and determining violation game account number be sent to game gold coin output
Control server 300 and punishment server 400, game gold coin output control server 300 is according to game economy situation in violation of rules and regulations
The control that game account number is punished forms punishment list, and punishment list is sent to punishment server 400, punishment service
Device 400 punishes violation game account number after obtaining punishment list.
Above-described embodiment shows the operation log by obtaining each game account, according to preset interval by the operation day
Game operation sequence in will is divided into multiple segmentations, by the corresponding game account number of game operation sequence identical in each segmentation
It is collected as a set, determines first set from multiple set of aggregation, wherein first set is game account number quantity
Greater than the set of first threshold, the game attributes of game account number in first set are counted, obtain the statistics of game attributes
Value, and the game account number that the statistical value of game attributes is less than statistical threshold is determined as violation game account number.By thus according to trip
The operation log for account number of playing assembles game account number, so that the operating room Da Jin can not evade detection on the terminal device of oneself,
So as to provide the accuracy of violation game account number detection, the open progress of game is reduced.
Based on the same technical idea, Fig. 5 illustratively shows a kind of detection provided in an embodiment of the present invention and swims in violation of rules and regulations
The structure of the device for account number of playing, comprising:
Module 501 is obtained, for obtaining the operation log of each game account；
Division module 502, it is multiple for being divided into the game operation sequence in the operation log according to preset interval
Segmentation；
Concentrating module 503, for the corresponding game account number of game operation sequence identical in each segmentation to be collected as one
Set；
Determining module 504, for determining that first set, the first set are game from multiple set of aggregation
Account number quantity is greater than the set of first threshold；And the game attributes of game account number in the first set are counted, it obtains
It is determined as in violation of rules and regulations to the statistical value of game attributes, and by the game account number that the statistical value of the game attributes is less than statistical threshold
Game account number.
Optionally, the preset interval includes: the quantity of preset time period or default game operation sequence.
Optionally, the preset interval is set according to the quantity of game operation.
Optionally, the determining module 504 is specifically used for:
The game attributes of game account number in the first set are counted, the variance yields of game attributes is obtained.
Optionally, the game attributes of the game account number include with one of properties or any combination:
White list, game ratings, game role, the game registion time of account number.
The embodiment of the invention also provides a kind of computer readable storage medium, it is stored as needed for executing above-mentioned processor
The computer executable instructions of execution, it includes the programs for execution needed for executing above-mentioned processor.
In some possible embodiments, the various aspects of the method for detection violation game account number provided by the invention
It is also implemented as a kind of form of program product comprising program code, when described program product is run on the terminal device
When, said program code is used to execute the detection of the illustrative embodiments various according to the present invention of this specification foregoing description
Step in the method for violation game account number, for example, step 401 as shown in Figure 4 can be executed to step 407.
Described program product can be using any combination of one or more readable mediums.Readable medium can be readable
Signal media or readable storage medium storing program for executing.Readable storage medium storing program for executing for example may be-but not limited to-electricity, magnetic, light, electricity
Magnetic, the system of infrared ray or semiconductor, device or device, or any above combination.Readable storage medium storing program for executing it is more specific
Example (non exhaustive list) include: that electrical connection, portable disc, hard disk, arbitrary access with one or more conducting wires are deposited
It is reservoir (RAM), read-only memory (ROM), erasable programmable read only memory (EPROM or flash memory), optical fiber, portable tight
Gather disk read-only memory (CD-ROM), light storage device, magnetic memory device or above-mentioned any appropriate combination.
The program product for subway detection out of the station of embodiments of the present invention can be using portable compact disc only
It reads memory (CD-ROM) and including program code, and can run on the computing device.However, program product of the invention
Without being limited thereto, in this document, readable storage medium storing program for executing can be any tangible medium for including or store program, which can
To be commanded execution system, device or device use or in connection.
Readable signal medium may include in a base band or as the data-signal that carrier wave a part is propagated, wherein holding
Readable program code is carried.The data-signal of this propagation can take various forms, including --- but being not limited to --- electromagnetism
Signal, optical signal or above-mentioned any appropriate combination.Readable signal medium can also be any other than readable storage medium storing program for executing
Readable medium, the readable medium can be sent, propagated or transmitted for being used by instruction execution system, device or device
Or program in connection.
The program code for including on readable medium can transmit with any suitable medium, including --- but it is unlimited
In --- wireless, wired, optical cable, RF etc. or above-mentioned any appropriate combination.
The program for executing operation of the present invention can be write with any combination of one or more programming languages
Code, described program design language include object oriented program language-Java, C++ etc., further include conventional
Procedural programming language-such as " C " language or similar programming language.Program code can be fully in user
It calculates and executes in equipment, partly executes on a user device, being executed as an independent software package, partially in user's meter
Upper side point is calculated to execute or execute in remote computing device or server completely on a remote computing.It is being related to
In the situation of remote computing device, remote computing device can pass through the network of any kind --- including local area network (LAN) or
Wide area network (WAN)-be connected to user calculating equipment, or, it may be connected to external computing device (such as taken using internet
Provider be engaged in connect by internet).
It should be noted that although being referred to several unit or sub-units of device in the above detailed description, this stroke
It point is only exemplary not enforceable.In fact, embodiment according to the present invention, above-described two or more
Multiunit feature and function can embody in a unit.Conversely, the feature and function of an above-described unit
It can be to be embodied by multiple units with further division.
The present invention be referring to according to the method for the embodiment of the present invention, the process of equipment (system) and computer program product
Figure and/or block diagram describe.It should be understood that can be realized by computer program instructions each in flowchart and/or the block diagram
The combination of process and/or box in process and/or box and flowchart and/or the block diagram.It can provide these computers
Processor of the program instruction to general purpose computer, special purpose computer, Embedded Processor or other programmable data processing devices
To generate a machine, so that being generated by the instruction that computer or the processor of other programmable data processing devices execute
For realizing the function of being specified in one or more flows of the flowchart and/or one or more blocks of the block diagram
Device.
These computer program instructions, which may also be stored in, is able to guide computer or other programmable data processing devices with spy
Determine in the computer-readable memory that mode works, so that instruction stored in the computer readable memory generation includes
The manufacture of command device, the command device are realized in one box of one or more flows of the flowchart and/or block diagram
Or the function of being specified in multiple boxes.
These computer program instructions also can be loaded onto a computer or other programmable data processing device, so that
Series of operation steps are executed on computer or other programmable devices to generate computer implemented processing, thus calculating
The instruction executed on machine or other programmable devices is provided for realizing in one or more flows of the flowchart and/or side
The step of function of being specified in block diagram one box or multiple boxes.
Although preferred embodiments of the present invention have been described, once a person skilled in the art knows basic wounds
The property made concept, then additional changes and modifications may be made to these embodiments.It is wrapped so the following claims are intended to be interpreted as
It includes preferred embodiment and falls into all change and modification of the scope of the invention.
Obviously, various changes and modifications can be made to the invention without departing from of the invention by those skilled in the art
Spirit and scope.In this way, if these modifications and changes of the present invention belongs to the model of the claims in the present invention and its equivalent technologies
Within enclosing, then the present invention is also intended to include these modifications and variations.
Claims (12)
1. a kind of method for detecting violation game account number characterized by comprising
Obtain the operation log of each game account；
The game operation sequence in the operation log is divided into multiple segmentations according to preset interval；
The corresponding game account number of game operation sequence identical in each segmentation is collected as a set；
Determine that first set, the first set are that game account number quantity is greater than first threshold from multiple set of aggregation
Set；
The game attributes of game account number in the first set are counted, obtain the statistical value of game attributes, and will be described
The game account number that the statistical value of game attributes is less than statistical threshold is determined as violation game account number.
2. the method as described in claim 1, which is characterized in that the preset interval includes: preset time period or default trip
The quantity for the sequence of operation of playing.
3. the method as described in claim 1, which is characterized in that the preset interval is set according to the quantity of game operation.
4. the method as described in claim 1, which is characterized in that the game attributes to game account number in the first set
It is counted, obtains the statistical value of game attributes, comprising:
The game attributes of game account number in the first set are counted, the variance yields of game attributes is obtained.
5. the method as described in claim 1, which is characterized in that the game attributes of the game account number include with one of properties
Or any combination:
White list, game ratings, game role, the game registion time of account number.
6. a kind of device for detecting violation game account number characterized by comprising
Module is obtained, for obtaining the operation log of each game account；
Division module, for the game operation sequence in the operation log to be divided into multiple segmentations according to preset interval；
Concentrating module, for the corresponding game account number of game operation sequence identical in each segmentation to be collected as a set；
Determining module, for determining that first set, the first set are game account number quantity from multiple set of aggregation
Greater than the set of first threshold；And the game attributes of game account number in the first set are counted, obtain game category
Property statistical value, and by the statistical value of the game attributes be less than statistical threshold game account number be determined as violation game account number.
7. device as described in claim 1, which is characterized in that the preset interval includes: preset time period or default trip
The quantity for the sequence of operation of playing.
8. device as described in claim 1, which is characterized in that the preset interval is set according to the quantity of game operation.
9. device as described in claim 1, which is characterized in that the determining module is specifically used for:
The game attributes of game account number in the first set are counted, the variance yields of game attributes is obtained.
10. device as described in claim 1, which is characterized in that the game attributes of the game account number include with it is properties it
One or any combination:
White list, game ratings, game role, the game registion time of account number.
11. a kind of computer-readable non-volatile memory medium, which is characterized in that including computer-readable instruction, work as computer
When reading and executing the computer-readable instruction, so that computer executes such as method described in any one of claim 1 to 5.
12. a kind of computer program product, which is characterized in that including computer-readable instruction, when computer is read and executes institute
When stating computer-readable instruction, so that computer executes such as method described in any one of claim 1 to 5.
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