CN109241343A - A kind of brush amount user identifying system, method and device - Google Patents

A kind of brush amount user identifying system, method and device Download PDF

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Publication number
CN109241343A
CN109241343A CN201810841559.5A CN201810841559A CN109241343A CN 109241343 A CN109241343 A CN 109241343A CN 201810841559 A CN201810841559 A CN 201810841559A CN 109241343 A CN109241343 A CN 109241343A
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China
Prior art keywords
user
amount
brush amount
brush
information
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CN201810841559.5A
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Chinese (zh)
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CN109241343B (en
Inventor
韩冰
张超
陈家耀
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Beijing QIYI Century Science and Technology Co Ltd
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Beijing QIYI Century Science and Technology Co Ltd
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Priority to CN201810841559.5A priority Critical patent/CN109241343B/en
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    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N21/00—Selective content distribution, e.g. interactive television or video on demand [VOD]
    • H04N21/20—Servers specifically adapted for the distribution of content, e.g. VOD servers; Operations thereof
    • H04N21/25—Management operations performed by the server for facilitating the content distribution or administrating data related to end-users or client devices, e.g. end-user or client device authentication, learning user preferences for recommending movies
    • H04N21/258—Client or end-user data management, e.g. managing client capabilities, user preferences or demographics, processing of multiple end-users preferences to derive collaborative data
    • H04N21/25866—Management of end-user data
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N21/00—Selective content distribution, e.g. interactive television or video on demand [VOD]
    • H04N21/20—Servers specifically adapted for the distribution of content, e.g. VOD servers; Operations thereof
    • H04N21/25—Management operations performed by the server for facilitating the content distribution or administrating data related to end-users or client devices, e.g. end-user or client device authentication, learning user preferences for recommending movies
    • H04N21/254—Management at additional data server, e.g. shopping server, rights management server
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N21/00—Selective content distribution, e.g. interactive television or video on demand [VOD]
    • H04N21/40—Client devices specifically adapted for the reception of or interaction with content, e.g. set-top-box [STB]; Operations thereof
    • H04N21/43—Processing of content or additional data, e.g. demultiplexing additional data from a digital video stream; Elementary client operations, e.g. monitoring of home network or synchronising decoder's clock; Client middleware
    • H04N21/442—Monitoring of processes or resources, e.g. detecting the failure of a recording device, monitoring the downstream bandwidth, the number of times a movie has been viewed, the storage space available from the internal hard disk
    • H04N21/44213—Monitoring of end-user related data
    • H04N21/44222—Analytics of user selections, e.g. selection of programs or purchase activity

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  • Engineering & Computer Science (AREA)
  • Databases & Information Systems (AREA)
  • Multimedia (AREA)
  • Signal Processing (AREA)
  • Health & Medical Sciences (AREA)
  • General Health & Medical Sciences (AREA)
  • Social Psychology (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Computer Graphics (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)
  • Electrically Operated Instructional Devices (AREA)

Abstract

The embodiment of the invention provides a kind of brush amount user identifying systems, method and device.The system includes test machine, test machine server and destination server.Test machine will acquire amount resource identification to be brushed and be sent to destination server and send pilot brush amount task requests to terminal to be tested；Test machine server determines the user characteristics of brush amount user corresponding with amount resource to be brushed and is sent to destination server；Destination server receives amount resource identification to be brushed；Receive user characteristics；Information to be identified is obtained, the matching degree of information to be identified and user characteristics is calculated, according to the size relation of matching degree and default recognition threshold, determines whether access user is brush amount user.It can be seen that, using scheme provided in an embodiment of the present invention, determining user characteristics more meet the truth of the brush amount user of brush amount application program simulation, and then identify using access user of the user characteristics to resource to be identified, when determining whether it is brush amount user, recognition accuracy is higher.

Description

A kind of brush amount user identifying system, method and device
Technical field
The present invention relates to field of computer technology, more particularly to a kind of brush amount user identifying system, method, apparatus, mesh Mark server, test machine and test machine server.
Background technique
Currently, with the continuous development of video website, more and more users watch all kinds of videos by video website. In order to provide the user with better service, video website would generally count the click volume or playback volume of all kinds of videos, and Video is shown in the different location of video website according to the data counted on, and recommends click volume or playback volume higher to user Video.
Based on this, video distribution person wishes that video can obtain higher click volume or playback volume, to enable video It accesses a preferable display location or user can be recommended by video website.In order to obtain higher click volume Perhaps playback volume video distribution person may carry out brush amount using click volume or playback volume of the brush amount application program to video. So-called brush amount refers to: video distribution person sends brush amount task requests by brush amount application program, is equipped with brush amount application program Terminal obtains the brush amount task requests, and in turn, terminal generates the user of not necessary being using the brush amount application program of installation, That is brush amount user is perhaps watched to increase the click volume or playback volume of video needing the video of brush amount to be clicked.It adopts When carrying out certain decisions with this false video click volume or playback volume, it is many unfavorable often to bring to video website It influences, for example, iqiyi.com video platform can according to the video that false video click volume or playback volume data on flows are recommended It can be not high-quality video, to influence user for the degree of belief of iqiyi.com video platform.
Identification point is needed in order to reduce false video click volume or the negative effect of playback volume bring, video website Hitting or watch which user in the user of a certain video is brush amount user.In the prior art, the mode of brush amount user is identified are as follows: Recognition rule is preset, which is generally frequency rule, for example, the user with same IP address is in the predetermined time The quantity of interior viewing video is more than predetermined threshold, then all users with the IP address are brush amount user.In this way using pre- If recognition rule the user information of the access user of video is analyzed, identify it is all access users in brush amounts use Family.
However, inventor has found which at least exists as follows during determining brush amount user through the above way Problem: above-mentioned recognition rule is that technical staff by virtue of experience sets, and by technical staff manually to the user of access user Information is analyzed, so that recognition result is obtained, it is therefore, lower for the accuracy rate of brush amount user identification.
Summary of the invention
The embodiment of the present invention is designed to provide a kind of brush amount user identifying system, method and device, to realize to each Whether the access user of class resource is that brush amount user more accurately identifies.
Specific technical solution is as follows:
In a first aspect, the system comprises test machine, being surveyed the embodiment of the invention provides a kind of brush amount user's identifying system Test-run a machine server and destination server, the test machine are equipped with brush amount application program；
The test machine, for obtaining amount task requests to be brushed by the brush amount application program of installation, and will be described to be brushed The amount resource identification to be brushed for including in amount task requests is sent to the destination server；Send pilot brush amount task requests to Test terminal, wherein the pilot brush amount task requests include pilot brush amount resource identification；
The test machine server, for receiving the user information for the brush amount user that the terminal to be tested is sent, and root According to the user information of the brush amount user, the user characteristics of brush amount user are determined；The target is sent by the user characteristics Server；Wherein, the user information of the brush amount user are as follows: the brush amount application response that the terminal to be tested passes through installation The information for the brush amount user that the pilot brush amount task requests generate；
The destination server, for receiving the amount resource identification to be brushed and the user characteristics, according to described to be brushed Amount resource identification determines amount resource to be brushed；The user information for obtaining the access user of resource to be identified, as information to be identified, meter The matching degree for calculating the information to be identified and the user characteristics is closed according to the matching degree and the size of default recognition threshold System, determines whether the access user is brush amount user, wherein the resource to be identified is one in the amount resource to be brushed It is a.
As a kind of embodiment of the embodiment of the present invention, the destination server is specifically used for judging described to be identified Whether information and each single item content in the user characteristics are identical；
If identical, determine that this content value is the first default value in the information to be identified；
If it is not the same, determining that this content value is the second default value in the information to be identified；
According to the value and weighted value of the information each single item content to be identified, the weight of the information to be identified is calculated With matching degree as the information to be identified and the user characteristics.
As a kind of embodiment of the embodiment of the present invention, the destination server is specifically used for working as the matching degree not When less than default recognition threshold, determine that the access user is brush amount user.
As a kind of embodiment of the embodiment of the present invention, the destination server is also used to according to the access user The user information of middle brush amount user generates the report of brush amount user's recognition result.
As a kind of embodiment of the embodiment of the present invention, the destination server, being also used to work as determining access user is When brush amount user, the access request of the user is shielded.
Second aspect, the embodiment of the invention provides a kind of brush amount user identification methods, are applied to destination server, described Method includes:
Receive amount resource identification to be brushed, wherein the amount resource identification to be brushed are as follows: the brush amount that the test machine passes through installation The amount resource identification to be brushed for including in the amount task requests to be brushed that application program obtains；
Amount resource to be brushed is determined according to the amount resource identification to be brushed；
Receive the user characteristics that test machine server is sent, wherein the user characteristics are as follows: the test machine server root According to the user characteristics for the brush amount user that the user information of brush amount user determines, the user information of the brush amount user are as follows: to be tested Brush amount application response pilot brush amount task requests of the terminal by installation, the information of the brush amount user of generation, the test Brush amount task requests are as follows: test machine is sent to the terminal to be tested, the pilot brush by the brush amount application program installed Measuring task requests includes pilot brush amount resource identification；
The user journal for obtaining the access user of resource to be identified, as information to be identified, wherein the resource to be identified For one in the amount resource to be brushed；
Calculate the matching degree of the information to be identified and the user characteristics；
According to the size relation of the matching degree and default recognition threshold, determine whether the access user is that brush amount is used Family.
It is described to calculate the information to be identified and the user characteristics as a kind of embodiment of the embodiment of the present invention The step of matching degree, comprising:
Judge whether the information to be identified and each single item content in the user characteristics are identical；
If identical, determine that this content value is the first default value in the information to be identified；
If it is not the same, determining that this content value is the second default value in the information to be identified；
According to the value and weighted value of the information each single item content to be identified, the weight of the information to be identified is calculated With matching degree as the information to be identified and the user characteristics.
As a kind of embodiment of the embodiment of the present invention, the size according to the matching degree and default recognition threshold Relationship determines the step of whether the access user is brush amount user, comprising:
When the matching degree is not less than default recognition threshold, determine that the access user is brush amount user.
As a kind of embodiment of the embodiment of the present invention, the method also includes: according to brush amount in the access user The user information of user generates the report of brush amount user's recognition result.
As a kind of embodiment of the embodiment of the present invention, the method also includes: when determining that access user is that brush amount is used When family, the access request of the user is shielded.
The third aspect, the embodiment of the invention provides a kind of brush amount user identification methods, are applied to test machine, the test Machine is equipped with brush amount application program, which comprises
Obtain amount task requests to be brushed, wherein the amount task requests to be brushed include amount resource identification to be brushed；
The amount resource identification to be brushed is sent to destination server；
Pilot brush amount task requests are sent to terminal to be tested, wherein the pilot brush amount task requests include pilot brush Measure resource identification.
Fourth aspect, the embodiment of the invention provides a kind of brush amount user identification methods, are applied to test machine server, institute The method of stating includes:
Receive the user information for the brush amount user that terminal to be tested is sent, wherein the user information of the brush amount user are as follows: The information for the brush amount user that the terminal to be tested is generated by the brush amount application response pilot brush amount task requests of installation, The pilot brush amount task are as follows: test machine is sent to the terminal to be tested, the survey by the brush amount application program installed Trying brush amount task includes pilot brush amount resource identification；
According to the user information of the brush amount user, the user characteristics of brush amount user are determined；
Destination server is sent by the user characteristics.
5th aspect, the embodiment of the invention provides a kind of brush amount customer identification devices, are applied to destination server, described Device includes:
Resource identification receiving module, for receiving amount resource identification to be brushed, wherein the amount resource identification to be brushed are as follows: institute State the amount resource identification to be brushed for including in the amount task requests to be brushed that test machine is obtained by the brush amount application program of installation；
Resource determination module, for determining amount resource to be brushed according to the amount resource identification to be brushed；
User characteristics receiving module, for receiving the user characteristics of test machine server transmission, wherein the user characteristics Are as follows: the user characteristics for the brush amount user that the test machine server is determined according to the user information of brush amount user, the brush amount are used The user information at family are as follows: brush amount application response pilot brush amount task requests of the terminal to be tested by installation, the brush of generation Measure user information, the pilot brush amount task requests are as follows: test machine by installation brush amount application program be sent to described in Terminal is tested, the pilot brush amount task requests include pilot brush amount resource identification；
Data obtaining module to be identified, the user journal of the access user for obtaining resource to be identified, as to be identified Information, wherein the resource to be identified is one in the amount resource to be brushed；
Matching degree computing module, for calculating the matching degree of the information to be identified and the user characteristics；
Brush amount user's determining module, for the size relation according to the matching degree and default recognition threshold, determine described in Access whether user is brush amount user.
As a kind of embodiment of the embodiment of the present invention, the matching degree computing module, comprising:
Content judging submodule, for whether judging each single item content in the information to be identified and the user characteristics Identical, if identical, the first value of triggering determines submodule, if it is not the same, the second value of triggering determines submodule；
First value determines submodule, and for determining, this content value is first default in the information to be identified Numerical value；
Second value determines submodule, and for determining, this content value is second default in the information to be identified Numerical value；
First matching degree computational submodule, for the value and weighted value according to the information each single item content to be identified, The weight and the matching degree as the information to be identified and the user characteristics for calculating the information to be identified.
As a kind of embodiment of the embodiment of the present invention, brush amount user's determining module, comprising:
Brush amount user determines submodule, for determining the access when the matching degree is not less than default recognition threshold User is brush amount user.
As a kind of embodiment of the embodiment of the present invention, described device further include:
It identifies report generation module, for the user information according to brush amount user in the access user, generates brush amount and use The report of family recognition result.
As a kind of embodiment of the embodiment of the present invention, described device further include:
Shroud module is requested, for shielding the access request of the user when determining access user is brush amount user.
6th aspect, the embodiment of the invention provides a kind of brush amount customer identification devices, are applied to test machine, the test Machine is equipped with brush amount application program, and described device includes:
Task requests obtain module, for obtaining amount task requests to be brushed, wherein the amount task requests to be brushed include to Brush amount resource identification；
Resource identification sending module, for the amount resource identification to be brushed to be sent to destination server；
Task requests sending module, for sending pilot brush amount task requests to terminal to be tested, wherein the pilot brush Measuring task requests includes pilot brush amount resource identification.
7th aspect, the embodiment of the invention provides a kind of brush amount customer identification devices, are applied to test machine server, institute Stating device includes:
User information receiving module, for receiving the user information for the brush amount user that terminal to be tested is sent, wherein described The user information of brush amount user are as follows: the brush amount application response pilot brush amount task requests that the terminal to be tested passes through installation The information of the brush amount user of generation, the pilot brush amount task are as follows: test machine is sent to institute by the brush amount application program installed Terminal to be tested is stated, the pilot brush amount task includes pilot brush amount resource identification；
User characteristics determining module determines that the user of brush amount user is special for the user information according to the brush amount user Sign；
User characteristics sending module, for sending destination server for the user characteristics.
Eighth aspect, the embodiment of the invention provides a kind of destination servers, including processor, communication interface, memory And communication bus, wherein processor, communication interface, memory complete mutual communication by communication bus；
Memory, for storing computer program；
Processor when for executing the program stored on memory, realizes any method of claim 6-10 Step.
9th aspect, present example provide a kind of test machine, including processor, communication interface, memory and communication Bus, wherein processor, communication interface, memory complete mutual communication by communication bus；
Memory, for storing computer program；
Processor when for executing the program stored on memory, realizes method and step described in claim 11.
Tenth aspect, the embodiment of the invention provides a kind of test machine servers, including processor, communication interface, storage Device and communication bus, wherein processor, communication interface, memory complete mutual communication by communication bus；
Memory, for storing computer program；
Processor when for executing the program stored on memory, realizes method and step described in claim 12.
At the another aspect that the present invention is implemented, a kind of computer readable storage medium is additionally provided, it is described computer-readable Instruction is stored in storage medium, when run on a computer, so that computer executes one that above-mentioned second aspect provides Any brush amount user identification method in kind brush amount user identification method.
At the another aspect that the present invention is implemented, a kind of computer readable storage medium is additionally provided, it is described computer-readable Instruction is stored in storage medium, when run on a computer, so that computer executes one that the above-mentioned third aspect provides Any brush amount user identification method in kind brush amount user identification method.
At the another aspect that the present invention is implemented, a kind of computer readable storage medium is additionally provided, it is described computer-readable Instruction is stored in storage medium, when run on a computer, so that computer executes one that above-mentioned fourth aspect provides Any brush amount user identification method in kind brush amount user identification method.
At the another aspect that the present invention is implemented, the embodiment of the invention also provides a kind of, and the computer program comprising instruction is produced Product, when run on a computer, so that computer executes a kind of brush amount user identification method that above-mentioned second aspect provides In any brush amount user identification method.
At the another aspect that the present invention is implemented, the embodiment of the invention also provides a kind of, and the computer program comprising instruction is produced Product, when run on a computer, so that computer executes a kind of brush amount user identification method that the above-mentioned third aspect provides In any brush amount user identification method.
At the another aspect that the present invention is implemented, the embodiment of the invention also provides a kind of, and the computer program comprising instruction is produced Product, when run on a computer, so that computer executes a kind of brush amount user identification method that above-mentioned fourth aspect provides In any brush amount user identification method.
Visible above, scheme provided in an embodiment of the present invention, test machine server is according to the use of the brush amount user received Family information determines the user characteristics of brush amount user, since the user information of brush amount user is the brush simulated by brush amount application program The user information of user is measured, it is, the user characteristics of above-mentioned determination are determined according to the user information of real brush amount user , therefore, the user characteristics of above-mentioned determination more meet the truth of the brush amount user of brush amount application program simulation, and then in benefit It is identified with access user of the user characteristics of above-mentioned determination to resource to be identified, when determining whether it is brush amount user, is known Other accuracy rate is higher.
Detailed description of the invention
In order to more clearly explain the embodiment of the invention or the technical proposal in the existing technology, to embodiment or will show below There is attached drawing needed in technical description to be briefly described.
Fig. 1 is a kind of structural schematic diagram of brush amount user's identifying system provided in an embodiment of the present invention；
Fig. 2 is the flow diagram of the first brush amount user identification method provided in an embodiment of the present invention；
Fig. 3 is the flow diagram of second of brush amount user identification method provided in an embodiment of the present invention；
Fig. 4 is the flow diagram of the third brush amount user identification method provided in an embodiment of the present invention；
Fig. 5 is the structural schematic diagram of the first brush amount customer identification device provided in an embodiment of the present invention；
Fig. 6 is the structural schematic diagram of second of brush amount customer identification device provided in an embodiment of the present invention；
Fig. 7 is the structural schematic diagram of the third brush amount customer identification device provided in an embodiment of the present invention；
Fig. 8 is a kind of structural schematic diagram of destination server provided in an embodiment of the present invention；
Fig. 9 is a kind of structural schematic diagram of test machine provided in an embodiment of the present invention；
Figure 10 is a kind of structural schematic diagram of test machine server provided in an embodiment of the present invention.
Specific embodiment
Following will be combined with the drawings in the embodiments of the present invention, and technical solution in the embodiment of the present invention is described.
In the prior art, the mode of brush amount user is identified are as follows: preset recognition rule, which is generally the frequency Rule, for example, the quantity that the user with same IP address watches video in the given time is more than predetermined threshold, then all tools The user for having the IP address is brush amount user.In this way using preset recognition rule to the user information of the access user of video It is analyzed, identifies the brush amount user in all access users.However, at least there are the following problems for which: above-mentioned identification Rule is that technical staff by virtue of experience sets, and is manually analyzed the user information of access user by technical staff, It is therefore, lower for the accuracy rate of brush amount user identification to obtain recognition result.
Of the existing technology in order to solve the problems, such as, the embodiment of the invention provides a kind of brush amount user identifying systems, side Method, device, destination server, test machine and test machine server.
A kind of brush amount user's identifying system provided in an embodiment of the present invention includes test machine, test machine server and target clothes Business device, the test machine are equipped with brush amount application program；
The test machine, for obtaining amount task requests to be brushed by the brush amount application program of installation, and will be described to be brushed The amount resource identification to be brushed for including in amount task requests is sent to the destination server；Send pilot brush amount task requests to Test terminal, wherein the pilot brush amount task requests include pilot brush amount resource identification；
The test machine server, for receiving the user information for the brush amount user that the terminal to be tested is sent, and root According to the user information of the brush amount user, the user characteristics of brush amount user are determined；The target is sent by the user characteristics Server；Wherein, the user information of the brush amount user are as follows: the brush amount application response that the terminal to be tested passes through installation The information for the brush amount user that the pilot brush amount task requests generate；
The destination server, for receiving the amount resource identification to be brushed and the user characteristics, according to described to be brushed Amount resource identification determines amount resource to be brushed；The user information for obtaining the access user of resource to be identified, as information to be identified, meter The matching degree for calculating the information to be identified and the user characteristics is closed according to the matching degree and the size of default recognition threshold System, determines whether the access user is brush amount user, wherein the resource to be identified is one in the amount resource to be brushed It is a.
Visible above, scheme provided in an embodiment of the present invention, test machine server is according to the use of the brush amount user received Family information determines the user characteristics of brush amount user, since the user information of brush amount user is the brush simulated by brush amount application program The user information of user is measured, it is, the user characteristics of above-mentioned determination are determined according to the user information of real brush amount user , therefore, the user characteristics of above-mentioned determination more meet the truth of the brush amount user of brush amount application program simulation, and then in benefit It is identified with access user of the user characteristics of above-mentioned determination to resource to be identified, when determining whether it is brush amount user, is known Other accuracy rate is higher.
A kind of brush amount user's identifying system provided in an embodiment of the present invention is introduced first below.
As shown in Figure 1, a kind of brush amount user's identifying system, which includes: test machine 110,120 He of test machine server Destination server 130, wherein test machine 110 is equipped with brush amount application program.
It may include a test machine in above system, also may include more test machines.It may include a test Machine server also may include more test machine servers, wherein every test machine server can be established with a test machine Communication connection can also be established with more test machines and be communicated to connect, this is all reasonable.Test machine 110 and test machine server 120 establish communication connection with destination server 130,
Above-mentioned test machine 110 can be used for obtaining amount task requests to be brushed by the brush amount application program of installation, and will be upper It states the amount resource identification to be brushed for including in brush amount task requests and is sent to destination server 130.
Wherein, brush amount application program, which can be, arbitrarily can be used in obtaining and responding amount task requests to be brushed, simulate brush amount User carries out brush amount to amount resource to be brushed, and generates the application journey of the user information of brush amount user corresponding with amount resource to be brushed Sequence, for example, brush amount emperorship application program, brush amount spirit application program, flow brush application program etc., the embodiment of the present invention is not to brush The type of amount application program is specifically limited.
What amount resource to be brushed referred to is to need online access, and publisher has the money of demand to its click volume or playback volume Source, for example, the network novel, video, webpage etc..The application does not limit the type of resource to be identified specifically.
It, may when the publisher of amount resource to be brushed wishes that the amount resource to be brushed obtains higher click volume or playback volume Brush amount can be carried out to amount resource to be brushed using brush amount application program.Under normal conditions, in order to make amount resource to be brushed click volume or Person's playback volume reaches numerical value desired by publisher, and reduces the identified possibility of brush amount user of simulation, and publisher can benefit A large amount of amount task requests to be brushed are issued into network with brush amount application program, include that amount to be brushed provides in the amount task requests to be brushed Source mark.It in turn, can be true according to the amount resource identification to be brushed when brush amount application program receives the amount task requests to be brushed Fixed amount resource to be brushed, and analog subscriber carries out false click or broadcasting to it.
It should be noted that may include multiple amount resource identifications to be brushed in an amount task requests to be brushed, it is each to be brushed The corresponding amount resource to be brushed of resource identification is measured, in this case, brush amount application program is responding the amount task requests to be brushed When, brush amount can be carried out to multiple amount resources to be brushed corresponding to multiple amount resource identifications to be brushed.
Wherein, amount resource identification to be brushed can be the access address of amount resource to be brushed, be also possible to the pass of amount resource to be brushed The combination of key word and its institute's issuing web site can also be that other can determine the identification information of amount resource to be brushed, and the present invention is implemented Example is not defined the concrete type of amount resource identification to be brushed.
For above-mentioned amount task requests to be brushed, test machine 110 can be by the brush amount application program of installation, using packet capturing Mode obtains above-mentioned amount task requests to be brushed.In turn, the amount to be brushed money for including in the amount task requests to be brushed that can be will acquire Source mark is sent to destination server 130 so that destination server 130 can receive amount resource identification to be brushed, and according to Brush amount resource identification determines amount resource to be brushed, that is to say, that destination server 130 can determine the access user of amount resource to be brushed In there are brush amount users.
In order to enable test machine server 120 to accurately determine the user characteristics of brush amount user, test machine 110 can lead to The brush amount application program for crossing installation sends pilot brush amount task requests to terminal to be tested, includes surveying in pilot brush amount task requests Try brush amount resource identification.
It should be understood that can not include that above-mentioned test machine is whole in brush amount user's identifying system provided in an embodiment of the present invention End, test machine terminal, which can be, is equipped with brush amount application program, and the available amount task requests to be brushed into network, and right Resource corresponding to resource identification carries out any terminal of brush amount in amount task requests to be brushed.
In embodiments of the present invention, test machine 110 is sent out pilot brush amount task requests by the brush amount application program of installation Cloth is into network, and for the terminal to be tested for connecting the network, which can be used as amount to be brushed and appoint Business is requested, and the pilot brush amount resource identification for including in the pilot brush amount task requests can be used as amount resource identification to be brushed.Therefore, Terminal to be tested can receive above-mentioned pilot brush amount task requests by the brush amount application program of installation.In this way, test machine 110 It can be communicated to connect by network implementations with these terminals to be tested, in turn, test machine 110 can also pass through the brush of installation It measures application program and pilot brush amount task requests is sent to terminal to be tested.
After terminal to be tested is received by the brush amount application program of installation, above-mentioned pilot brush amount task can be responded and asked It asks, and obtains the user information of brush amount user corresponding with pilot brush amount resource.In turn, terminal to be tested can measure these brushes The user information of user is sent to test machine server 120.So that test machine server 120 can receive these brushes amount user User information, and using these brushes amount user user information, determine the user characteristics of brush amount user.
It should be noted that the access address of above-mentioned test resource be it is underground, real user can not access the test Resource, if it is desired to access the test resource, the pilot brush amount task requests can only be obtained by brush amount application program, according to survey The test resource for including in examination brush amount task requests, which identifies, determines pilot brush amount resource, and accesses to it.
Therefore, all access users of pilot brush amount resource are the brush amount users of not necessary being, for the side of description Just, these brushes amount user is known as the second brush amount user below.Wherein, the user information of the second brush amount user may include user IP (Internet Protocol, Internet protocol), User ID (identification, account), browser relevant information, example Such as, browser type, cookie etc..
Specifically, terminal to be tested receives pilot brush amount task requests by the brush amount application program of installation, and simulation is simultaneously Untrue existing brush amount user, carries out brush amount to pilot brush amount resource, and generate the user information of brush amount user.End to be tested After end generates the user information of brush amount user, the user information of brush amount user can be sent to test machine server 120.
It should be noted that test machine 110 obtains amount task requests to be brushed by the brush amount application program of installation, with test Machine 110 sends pilot brush amount task requests to terminal to be tested by the brush amount application program of installation, and the two can carry out simultaneously, Progress when can also be different, the embodiment of the present invention are not specifically limited the execution sequence of the two.
Test machine server 120 can be used for receiving the user information of brush amount user, and be believed according to the user of brush amount user Breath, determines the user characteristics of brush amount user, in turn, sends destination server 130 for identified user characteristics.
It is obtained since the user information of brush amount user is terminal to be tested by the brush amount application program of installation and responds survey The brush amount user information that brush amount task requests generate is tried, hence, it can be determined that all brush amount users are brush amount application program Simulation.In turn, test machine server 120 can determine that brush amount application program is simulated by analyzing the user information of brush amount user Brush amount user possessed by user characteristics.
For example, determining brush amount user if test machine server 120 is analyzed by the user information to brush amount user IP be same IP, then can determine that user characteristics possessed by brush amount user are: brush amount User IP be same IP；
For example, being determined multiple and different if test machine server 120 is analyzed by the user information to brush amount user Brush amount IP under there are identical brush amount User ID, then can determine that user characteristics possessed by brush amount user are: different IP under there are identical User ID.
It should be noted that since different terminals to be tested can be equipped with different brush amount application programs, based on each The principle of a brush amount application program analog subscriber, the user information of the brush amount user that each brush amount application program is simulated can be with Difference, in turn, test machine server 120 are analyzed by the user information to brush amount user, the use of determining brush amount user Family feature may include multiple features.
For example, determining a part brush if test machine server 120 is analyzed by the user information to brush amount user The IP for measuring user is same IP, then can determine that a user characteristics possessed by brush amount user are: brush amount User IP is Same IP；And another part brush amount user has different IP, there are identical brush amount User ID under these different brush amount IP, Can so determine another user characteristics possessed by brush amount user is: there are identical User ID under different IP.
Test machine server 120 determined with after the user characteristics of brush amount user, can be by identified user characteristics It is sent to destination server 130.
Destination server 130 can be used for receiving amount resource identification to be brushed, and be determined according to amount resource identification to be brushed to be brushed Measure resource；Receive user characteristics；The user information for obtaining the access user of resource to be identified, as information to be identified, calculate to The matching degree of identification information and user characteristics determines access user according to the size relation of matching degree and default recognition threshold It whether is brush amount user, wherein resource to be identified is one in amount resource to be brushed.
Since the amount task to be brushed that amount resource identification to be brushed is brush amount application program acquisition of the test machine 110 by installation is asked It include that therefore, destination server 130 can determine amount resource to be brushed according to amount resource identification to be brushed in asking, that is to say, that Destination server 130 can determine that there are brush amount users in the access user of amount resource to be brushed.
For example, it is assumed that including three in the amount task requests to be brushed that test machine 110 is obtained by the brush amount user program of installation A amount resource identification x, y, z to be brushed, and above-mentioned amount resource identification x, y, z to be brushed is sent to destination server 130, then target takes Business device 130 can determine that amount resource identification x, y, z to be brushed respectively corresponds amount resource X, Y, Z to be brushed, and then can determine resource X, Y, there are brush amount users in the access user of Z.
It should be understood that resource to be identified is that destination server needs to access it whether user is that brush amount user carries out really Fixed resource, then resource to be identified can be destination server 130 according in the determining amount resource to be brushed of amount resource identification to be brushed One.
In turn, destination server 130 is determining resource to be identified, and receives the brush amount of the transmission of test machine server 120 It after the user characteristics of user, can use received user characteristics, the access user of resource to be identified identified, really Determine whether it is brush amount user.
Specifically, the user of the available resource to be identified of destination server 130 accesses day after determining resource to be identified Will, and extract from user access logs the user information of the access user of resource to be identified for convenience below will be from The user information of the access user for the resource to be identified extracted in user access logs is known as information to be identified.Wherein, to be identified Information may include User IP, User ID, browser relevant information, for example, browser type, cookie etc..
Destination server 130 can calculate the matching degree of information to be identified and user characteristics after obtaining information to be identified, Then according to the size relation of matching degree and default recognition threshold, determine whether access user is brush amount user.
In another embodiment, destination server 130 receives the use for the brush amount user that test machine server 120 is sent After the feature of family, which can be stored.And then when needing to identify brush amount user, that is, it is to be identified determining When resource, using received user characteristics, the access user of resource to be identified is identified, brush amount is determined whether it is User.
In order to guarantee the accurate of recognition result, the user for the brush amount user that test machine server 120 can periodically be sent is special Sign is to destination server 130, so that destination server 130 can use the brush amount that the test machine server 120 of storage is sent The user characteristics at family are regularly updated, to guarantee that stored user characteristics are the user characteristics of newest brush amount user, this Sample can make recognition result more accurate.
As a kind of embodiment of the embodiment of the present invention, when the matching degree being calculated is not less than default recognition threshold When, destination server 130 can determine that access user is brush amount user；When the matching degree being calculated is less than default identification threshold When value, destination server 130 can determine that access user is non-brush amount user.
Wherein, default recognition threshold is preset, and size can be according to practical brush amount user's identification accuracy etc. Factor is set, and the embodiment of the present invention does not limit the size for presetting recognition threshold specifically.
Visible above, scheme provided in an embodiment of the present invention, test machine server is according to the use of the brush amount user received Family information determines the user characteristics of brush amount user, since the user information of brush amount user is the brush simulated by brush amount application program The user information of user is measured, it is, the user characteristics of above-mentioned determination are determined according to the user information of real brush amount user , therefore, the user characteristics of above-mentioned determination more meet the truth of the brush amount user of brush amount application program simulation, and then in benefit It is identified with access user of the user characteristics of above-mentioned determination to resource to be identified, when determining whether it is brush amount user, is known Other accuracy rate is higher.
As a kind of embodiment of the embodiment of the present invention, above-mentioned destination server 130 can calculate in the following ways The matching degree of information to be identified and user characteristics:
Judge whether information to be identified and each single item content in user characteristics are identical, if identical, determine letter to be identified This in breath content value is the first default value；If it is not the same, determining that this content value is second in information to be identified Default value；According to the value and weighted value of information each single item content to be identified, calculate information to be identified weight and, as to The matching degree of identification information and user characteristics.
Specifically, destination server 130 can brushed according to information to be identified and each single item content in user characteristics Measure user's identification process in significance level, be arranged each single item content weighted value, then destination server 130 can compare to Whether each single item content in identification information user characteristics is identical, if identical, it is determined that this content takes in information to be identified Value is the first default value, wherein the first default value can be 1.
If it is not the same, then determining that this content value is the second default value in information to be identified, wherein second is default Numerical value can be 0, and in turn, destination server 130 can be calculated according to the value and weighted value of information each single item content to be identified The weight of information to be identified and the matching degree as information to be identified and user characteristics.
For example, it is assumed that destination server 130 obtain user characteristics and information to be identified include User IP, User ID, Browser type and cookie, destination server 130 set the weighted value of User IP as 45%, and the weighted value of User ID is 10%, the weighted value that the weighted value of browser type is 40%, cookie is 5%, and presetting recognition threshold is 0.6, and first is default Numerical value is 1, and the second default value is 0, and the matching degree of information to be identified and user characteristics is M.When the matching degree being calculated not When less than default recognition threshold, destination server 130 can determine that access user is brush amount user；When the matching being calculated When degree is less than default recognition threshold, destination server 130 can determine that access user is non-brush amount user.
Assuming that choose two access user P and Q, the user characteristics of 130 pairs of destination server acquisitions and information to be identified into Row compares, as a result as follows:
For the information to be identified of access user P, User IP, browser type in information to be identified respectively with it is to be identified User IP, browser type in the user characteristics of resource is identical, then the value of User IP and browser type can be 1；To User ID, cookie in identification information be not identical as the User ID in the user characteristics of resource to be identified, cookie respectively, then User ID and the value of cookie can be 0, then the M=45%*1+0*10%+ for access user P can be calculated 40%*1+5%*0=85%=0.85.
For the information to be identified of access user Q, User ID, browser type in information to be identified respectively with it is to be identified User ID, browser type in the user characteristics of resource is identical, then User ID and the value of browser type can be 1, to User IP, cookie in identification information be not identical as User IP, the cookie in the user characteristics of resource to be identified respectively, then The value of User IP and cookie can be 0, then the M=45%*0+10%*1+ for access user Q can be calculated 40%*1+5%*0=50%=0.5.
The then matching degree M=0.85 of the information to be identified of above-mentioned access user P and user characteristics > default recognition threshold 0.6, It can then determine that access user P is brush amount user；The information to be identified of above-mentioned access user Q and the matching degree M=of user characteristics 0.5 < preset recognition threshold 0.6, then it can determine that access user Q is non-brush amount user.
As it can be seen that in the present embodiment, since weighted value can be reflected relatively accurately in information to be identified and user characteristics Each single item content to the influence degree of the recognition accuracy of brush amount user, and the matching degree that is calculated of destination server be to The weighted sum of each single item content in identification information and user characteristics, therefore, destination server is treated using above-mentioned matching degree The access user of identification resource identifies that the accuracy rate for determining whether it is brush amount user is higher.
As a kind of embodiment of the embodiment of the present invention, above-mentioned destination server 130 can be also used for being used according to access The user information of brush amount user in family generates the report of brush amount user's recognition result.
After the brush amount user in resource access user to be identified has been determined, destination server 130 can be according to determining The user information of brush amount user generates the report of brush amount user's recognition result.It can wrap in above-mentioned brush amount user's recognition result report Include the user informations such as User IP, User ID, browser type, the cookie of brush amount user, also may include to user information into The analysis information that row processing obtains, for example, the Conduce Disciplinarian of the User IP of brush amount user, the corresponding brush amount of same brush amount User IP Ratio, period of brush amount user corresponding brush amount peak period of each browser used by a user etc..
According to the information in the report of above-mentioned recognition result, related personnel will be seen that the user information of brush amount user, and On the basis of this, measure pointedly can be taken to reduce brush amount user bring adverse effect.
For example, when including the user information of brush amount user in the report of above-mentioned brush amount user's recognition result, as brush amount user When sending access request again, destination server can shield brush amount user transmission according to the user information of brush amount user Access request；When in the report of above-mentioned brush amount user's recognition result including the Conduce Disciplinarian of User IP of brush amount user, when certain money When the Conduce Disciplinarian occurs again in the corresponding User IP of access user in source, destination server can forbid the User IP to continue to visit Ask the resource；When including the period of brush amount user corresponding brush amount peak period in the report of above-mentioned brush amount user's recognition result, Destination server can reinforce the detection and analysis etc. of the user information to access user during this period of time.
As it can be seen that in the present embodiment, destination server 130 can be according to the user of brush amount user in determining access user Information generates the report of brush amount user's recognition result, therefore, can more intuitively obtain user's letter of brush amount user in access user Breath and analysis information can take targetedly measure to reduce brush amount user's bring according to recognition result report in turn Adverse effect.
As a kind of embodiment of the embodiment of the present invention, above-mentioned destination server 130 be can be also used for when determining access When user is brush amount user, the access request of the user is shielded.
Optionally, for being confirmed as the access user of brush amount user, destination server 130 can be to access user's User information is marked, the label identify access user be brush amount user, when access user issue access request, with Request again corresponding certain resource of access target server 130 when, destination server 130 can be by above-mentioned label, and identifying should Access user is brush amount user, and then shields the access request of access user transmission, refuses to respond access user transmission Access request.
For example, it is assumed that resource to be identified is that TV play A first collects, wherein access user A is confirmed as brush amount user, and It is marked, it is brush amount user which, which identifies access user A, sends access request again when accessing user A, requests When watching the collection of TV play A the 5th, destination server 130 can determine that access user A is brush amount according to the label of access user User, and then shield the access request that access user A is sent.
Optionally, for being confirmed as the access user of brush amount user, destination server 130 can also be to access user User information recorded, obtain brush amount user information statistical form.When access user issues access request, request is visited again When asking 130 corresponding resource of destination server, destination server 130 can be by the user information of access user and above-mentioned brush amount Information in user information statistical form is matched, and determines whether the user information of access user is recorded in above-mentioned brush amount and uses In family Information Statistics table, in turn, destination server 130 can determine whether access user is brush amount user, if it is, can To shield the access request of access user transmission, the access request of access user transmission is refused to respond.
For example, it is assumed that resource to be identified is the video resource of the variety show B second phase, wherein access user B is confirmed as The user information for accessing user B can be recorded in brush amount user information statistical form by brush amount user, destination server 130, when Access user B sends access request again, and when the variety show B fifth phase is watched in request, destination server 130 can be used access The user information of family B is matched with the information in above-mentioned brush amount user message table, determines that access user B is brush amount user, into And shield the access request for the request viewing variety show B fifth phase that access user B is sent.
As a kind of embodiment of the embodiment of the present invention, above-mentioned destination server 130 can also will determine as brush amount use The user information of the access user at family is sent to other servers, asks when access user sends access to other servers When asking, other servers can also shield the access request.Wherein, other servers reference is except destination server and test Other than machine server, the server that is communicated with destination server.
For example, iqiyi.com video website has more background servers, different background servers is for different views The server of frequency content, it is assumed that these servers integer 1,2,3 ... carries out label, wherein server 1 takes as target The user information that access user C when destination server determines that access user C is brush amount user, can be sent to other by business device Server 2,3 ..., so that other servers 2,3 ... can determine that access user C is brush amount user.In turn, work as access When user C sends access request to server 2,3 ..., these servers can also shield the access that access user C is sent Request.
As it can be seen that destination server 130 can shield the access request for being confirmed as brush amount user transmission in the present embodiment, So as to preventing brush amount user from carrying out brush amount to all kinds of resources, brush amount user is reduced to the click volume of resource or playback volume Influence, promoted the click volume of resource that statistics obtains perhaps the authenticity of playback volume so that according to the click volume of resource or When playback volume carries out decision, brush amount user bring adverse effect is reduced.
Corresponding to above-mentioned a kind of brush amount user's identifying system provided in an embodiment of the present invention, the embodiment of the invention also provides Brush amount user identification method is below introduced brush amount user identification method provided in an embodiment of the present invention.
As shown in Fig. 2, the first brush amount user identification method, is applied to destination server, this method comprises:
S201: amount resource identification to be brushed is received.
Destination server and test machine, which are established, to be communicated to connect, and the amount resource identification to be brushed that test machine is sent is received.
Wherein, amount resource identification to be brushed are as follows: test machine is asked by the amount task to be brushed that the brush amount application program installed obtains The amount resource identification to be brushed for including in asking.
S202: amount resource to be brushed is determined according to amount resource identification to be brushed.
Destination server can determine amount money to be brushed after receiving amount resource identification to be brushed according to amount resource identification to be brushed Source, it is, destination server can determine that there are brush amount users in the access user of amount resource to be brushed.
S203: the user characteristics that test machine server is sent are received；
Destination server and test machine server, which are established, to be communicated to connect, and the user characteristics that test machine server is sent are received.
Wherein, user characteristics are as follows: test machine server is determining with amount resource to be brushed according to the user information of brush amount user The user characteristics of corresponding brush amount user；
The user information of brush amount user are as follows: the brush amount application response pilot brush amount task that terminal to be tested passes through installation Request, the information of the brush amount user of generation.The user information of brush amount user may include User IP, User ID, browser correlation Information, for example, browser type, cookie etc..Pilot brush amount task requests are as follows: the brush amount application program that test machine passes through installation It is sent to terminal to be tested, pilot brush amount task requests include pilot brush amount resource identification.
S204: the user journal of the access user of resource to be identified is obtained, as information to be identified；
After determining resource to be identified, the user access logs of the available resource to be identified of destination server, and from The user information that the access user of resource to be identified is extracted in the access log of family will access for convenience from user below The user information of the access user for the resource to be identified extracted in log is known as information to be identified.Wherein, information to be identified can be with Including User IP, User ID, browser relevant information, for example, browser type, cookie etc..Wherein, resource to be identified be to One in brush amount resource.
S205: the matching degree of information to be identified and user characteristics is calculated；
Destination server can calculate information to be identified and user characteristics after obtaining user characteristics and information to be identified Matching degree.
S206: according to the size relation of matching degree and default recognition threshold, determine whether access user is brush amount user.
Destination server, can be according to the size of the matching degree and default recognition threshold after above-mentioned matching degree is calculated Relationship determines whether access user is brush amount user.
Visible above, scheme provided in an embodiment of the present invention, test machine server is according to the use of the brush amount user received Family information determines the user characteristics of brush amount user, since the user information of brush amount user is the brush simulated by brush amount application program The user information of user is measured, it is, the user characteristics of above-mentioned determination are determined according to the user information of real brush amount user , therefore, the user characteristics of above-mentioned determination more meet the truth of the brush amount user of brush amount application program simulation, and then in benefit It is identified with access user of the user characteristics of above-mentioned determination to resource to be identified, when determining whether it is brush amount user, is known Other accuracy rate is higher.
As a kind of embodiment of present example, above-mentioned steps S205, comprising:
A1: judging whether information to be identified and each single item content in user characteristics are identical, if identical, executes step A2, if it is not the same, executing step A3；
A2: determine that this content value is the first default value in information to be identified；
A3: determine that this content value is the second default value in information to be identified；
Destination server can information more to be identified and each single item content in user characteristics it is whether identical, if phase Together, it is determined that this content value is the first default value in information to be identified, wherein the first default value can be 1.If It is not identical, it is determined that this content value is the second default value in information to be identified, wherein the second default value can be 0.
A4: according to the value and weighted value of information each single item content to be identified, calculate information to be identified weight and, as The matching degree of information to be identified and user characteristics.
Destination server can be identified according to each single item content in information to be identified and user characteristics in brush amount user The weighted value of each single item content is arranged in significance level in journey.
It, can taking according to each single item content after the value that destination server determines information each single item content to be identified Value and weighted value, the weight and the matching degree as information to be identified and user characteristics for calculating information to be identified.
As a kind of embodiment of present example, above-mentioned steps S206, comprising:
When matching degree is not less than default recognition threshold, determine that access user is brush amount user.
As a kind of embodiment of present example, the first above-mentioned brush amount user identification method further include:
According to the user information of brush amount user in access user, the report of brush amount user's recognition result is generated.
After the brush amount user in resource access user to be identified has been determined, destination server can be according to determining brush amount The user information of user generates the report of brush amount user's recognition result.It may include brush in above-mentioned brush amount user's recognition result report The user informations such as User IP, User ID, browser type, the cookie of user are measured, also may include at user information Obtained analysis information is managed, for example, the Conduce Disciplinarian of the User IP of brush amount user, the corresponding brush amount user of same brush amount User IP Ratio, period of brush amount user corresponding brush amount peak period of used each browser etc..
According to the information in the report of above-mentioned recognition result, related personnel will be seen that the user information of brush amount user, and On the basis of this, measure pointedly can be taken to reduce brush amount user bring adverse effect.
As a kind of embodiment of present example, the first above-mentioned brush amount user identification method further include:
When determining access user is brush amount user, the access request of the user is shielded.
Optionally, for being confirmed as the access user of brush amount user, destination server can be to the use of access user Family information is marked, and it is brush amount user which, which identifies access user, when access user issues access request, to ask When seeking corresponding certain resource of access target server 130 again, destination server can identify that the access is used by above-mentioned label Family is brush amount user, and then shields the access request of access user transmission, and the access for refusing to respond access user transmission is asked It asks.
Optionally, for being confirmed as the access user of brush amount user, destination server can also be to access user's User information is recorded, and brush amount user information statistical form is obtained.When access user issues access request, request accesses again When the corresponding resource of destination server, destination server can be by the user information of access user and above-mentioned brush amount user information Information in statistical form is matched, and determines whether the user information of access user is recorded in above-mentioned brush amount user information system It counts in table, in turn, destination server can determine whether access user is brush amount user, if it is, the visit can be shielded It asks user's access request sent, refuses to respond the access request of access user transmission.
Optionally, the user information that destination server can also will determine as the access user of brush amount user is sent to other Server, when access user to other servers send access request when, other servers can also shield the access Request.Wherein, other servers reference is to communicate in addition to destination server and test machine server with destination server Server.
As it can be seen that destination server can shield the access request for being confirmed as brush amount user transmission in the present embodiment, thus Brush amount user can be prevented to carry out brush amount to all kinds of resources, reduce brush amount user to the click volume of resource or the shadow of playback volume It rings, promotes the click volume of resource that statistics obtains and perhaps the authenticity of playback volume and then according to the click volume of resource or broadcasting When high-volume carrying out decision, brush amount user bring adverse effect is reduced.
As shown in figure 3, second of brush amount user identification method, is applied to test machine, test machine is equipped with brush amount application journey Sequence, this method comprises:
S301: amount task requests to be brushed are obtained, wherein amount task requests to be brushed include amount resource identification to be brushed；
It, may when the publisher of amount resource to be brushed wishes that the amount resource to be brushed obtains higher click volume or playback volume Brush amount can be carried out to amount resource to be brushed using brush amount application program.Under normal conditions, in order to make amount resource to be brushed click volume or Person's playback volume reaches numerical value desired by publisher, and reduces the identified possibility of brush amount user of simulation, and publisher can benefit A large amount of amount task requests to be brushed are issued into network with brush amount application program, include that amount to be brushed provides in the amount task requests to be brushed Source mark.Wherein, what amount resource to be brushed referred to is to need online access, and publisher has demand to its click volume or playback volume Resource, for example, the network novel, video, webpage etc..The application does not limit the type of resource to be identified specifically.
Test machine can be obtained above-mentioned amount task to be brushed by the way of packet capturing and be asked by the brush amount application program of installation It asks.Wherein, brush amount application program, which can be, arbitrarily can be used in obtaining and responding amount task requests to be brushed, simulate brush amount user couple Amount resource to be brushed carries out brush amount, and generates the application program of the user information of brush amount user corresponding with amount resource to be brushed, for example, Brush amount emperorship application program, brush amount spirit application program, flow brush application program etc., the embodiment of the present invention is not to brush amount application journey The type of sequence is specifically limited.
Wherein, amount resource identification to be brushed can be the access address of amount resource to be brushed, be also possible to the pass of amount resource to be brushed The combination of key word and its institute's issuing web site can also be that other can determine the identification information of amount resource to be brushed, and the present invention is implemented Example is not defined the concrete type of amount resource identification to be brushed.
S302: amount resource identification to be brushed is sent to destination server；
After obtaining above-mentioned amount task requests to be brushed, test machine can be provided the amount to be brushed for including in amount task requests to be brushed Source mark is sent to destination server.
S303: pilot brush amount task requests are sent to terminal to be tested, wherein pilot brush amount task requests include pilot brush Measure resource identification.
In order to enable test machine server more accurately to determine, the user of brush amount user corresponding with amount resource to be brushed is special Sign, test machine can send pilot brush amount task requests to terminal to be tested, pilot brush amount by the brush amount application program of installation It include pilot brush amount resource identification in task requests.
Terminal to be tested receives by the brush amount application program of installation and responds above-mentioned pilot brush amount task requests, and obtains The user information of brush amount user corresponding with pilot brush amount resource, and the user information of these brushes amount user is sent to test machine Server.The user information of brush amount user may include User IP, User ID, browser relevant information, for example, browser class Type, cookie etc..
In turn, test machine server can receive the user information of brush amount user, and utilize the user information of brush amount user, Determine the user characteristics of brush amount user.
Visible above, scheme provided in an embodiment of the present invention, test machine server is according to the use of the brush amount user received Family information determines the user characteristics of brush amount user, since the user information of brush amount user is the brush simulated by brush amount application program The user information of user is measured, it is, the user characteristics of above-mentioned determination are determined according to the user information of real brush amount user , therefore, the user characteristics of above-mentioned determination more meet the truth of the brush amount user of brush amount application program simulation, and then in benefit It is identified with access user of the user characteristics of above-mentioned determination to resource to be identified, when determining whether it is brush amount user, is known Other accuracy rate is higher.
As shown in figure 4, the third brush amount user identification method, is applied to test machine server, this method comprises:
S401: receiving the user information for the brush amount user that terminal to be tested is sent,
Wherein, the user information of brush amount user are as follows: the brush amount application response pilot brush that terminal to be tested passes through installation Measure the information for the brush amount user that task requests generate, pilot brush amount task are as follows: the brush amount application program hair that test machine passes through installation It send to terminal to be tested, pilot brush amount task includes pilot brush amount resource identification；
Terminal to be tested can receive pilot brush amount task requests by the brush amount application program of installation, simulate and untrue Existing brush amount user carries out brush amount to pilot brush amount resource, and generates the user information of brush amount user, and then brush is measured user User information be sent to test machine server.Wherein, the user information of brush amount user may include User IP, it is User ID, clear Device relevant information is look at, for example, browser type, cookie etc..
S402: according to the user information of brush amount user, the user characteristics of brush amount user are determined；
Test machine server, can be according to the user information of brush amount user, really after the user information for receiving brush amount user Determine the user characteristics of brush amount user.
S403: destination server is sent by user characteristics.
Test machine server can be established with destination server and be communicated to connect, after the user characteristics for determining brush amount user, Destination server is sent by identified user characteristics.
Visible above, scheme provided in an embodiment of the present invention, test machine server is according to the use of the brush amount user received Family information determines the user characteristics of brush amount user, since the user information of brush amount user is the brush simulated by brush amount application program The user information of user is measured, it is, the user characteristics of above-mentioned determination are determined according to the user information of real brush amount user , therefore, the user characteristics of above-mentioned determination more meet the truth of the brush amount user of brush amount application program simulation, and then in benefit It is identified with access user of the user characteristics of above-mentioned determination to resource to be identified, when determining whether it is brush amount user, is known Other accuracy rate is higher.
Corresponding to above-mentioned each brush amount user identification method provided in an embodiment of the present invention, the embodiment of the invention also provides brushes Customer identification device is measured, brush amount customer identification device provided in an embodiment of the present invention is introduced below.
As shown in figure 5, the first brush amount customer identification device, is applied to destination server, which includes:
Resource identification receiving module 510, for receiving amount resource identification to be brushed.
Wherein, amount resource identification to be brushed are as follows: test machine is asked by the amount task to be brushed that the brush amount application program installed obtains The amount resource identification to be brushed for including in asking
Resource determination module 520, for determining amount resource to be brushed according to amount resource identification to be brushed；
User characteristics receiving module 530, for receiving the user characteristics of test machine server transmission,
Wherein, user characteristics are as follows: the use for the brush amount user that test machine server is determined according to the user information of brush amount user Family feature,
The user information of brush amount user are as follows: the brush amount application response pilot brush amount task that terminal to be tested passes through installation Request, the information of the brush amount user of generation,
Pilot brush amount task requests are as follows: test machine is sent to terminal to be tested by the brush amount application program installed, and surveys Trying brush amount task requests includes pilot brush amount resource identification；
Data obtaining module 540 to be identified, the user journal of the access user for obtaining resource to be identified, as wait know Other information,
Wherein, resource to be identified is one in amount resource to be brushed；
Matching degree computing module 550, for calculating the matching degree of information to be identified and user characteristics；
Brush amount user determining module 560 determines that access is used for the size relation according to matching degree and default recognition threshold Whether family is brush amount user.
Visible above, scheme provided in an embodiment of the present invention, test machine server is according to the use of the brush amount user received Family information determines the user characteristics of brush amount user, since the user information of brush amount user is the brush simulated by brush amount application program The user information of user is measured, it is, the user characteristics of above-mentioned determination are determined according to the user information of real brush amount user , therefore, the user characteristics of above-mentioned determination more meet the truth of the brush amount user of brush amount application program simulation, and then in benefit It is identified with access user of the user characteristics of above-mentioned determination to resource to be identified, when determining whether it is brush amount user, is known Other accuracy rate is higher.
As a kind of embodiment of present example, above-mentioned matching degree computing module 550, comprising:
Content judging submodule (is not shown) in Fig. 5, for judging each single item content in information user's feature to be identified Whether identical, if identical, the first value of triggering determines submodule, if it is not the same, the second value of triggering determines submodule；
First value determines submodule (being not shown in Fig. 5), for determining in information to be identified that this content value is the One default value；
Second value determines submodule (being not shown in Fig. 5), for determining in information to be identified that this content value is the Two default values；
First matching degree computational submodule (being not shown in Fig. 5), for the value according to information each single item content to be identified And weighted value, the weight and the matching degree as information to be identified and user characteristics for calculating information to be identified.
As a kind of embodiment of present example, above-mentioned brush amount user determining module 560, comprising:
Brush amount user determines submodule (being not shown in Fig. 5), for determining when matching degree is not less than default recognition threshold Access user is brush amount user.
As a kind of embodiment of present example, the first above-mentioned brush amount customer identification device further include:
It identifies report generation module (being not shown in Fig. 5), it is raw for the user information according to brush amount user in access user It is reported at brush amount user's recognition result.
As a kind of embodiment of present example, the first above-mentioned brush amount customer identification device further include:
It requests shroud module (being not shown in Fig. 5), for shielding the user's when determining access user is brush amount user Access request.
As shown in fig. 6, second of brush amount customer identification device, is applied to test machine, test machine is equipped with brush amount application journey Sequence, the device include:
Task requests obtain module 610, for obtaining amount task requests to be brushed, wherein amount task requests to be brushed include to Brush amount resource identification；
Resource identification sending module 620, for amount resource identification to be brushed to be sent to destination server；
Task requests sending module 630, for sending pilot brush amount task requests to terminal to be tested, wherein pilot brush Measuring task requests includes pilot brush amount resource identification.
Visible above, scheme provided in an embodiment of the present invention, test machine server is according to the use of the brush amount user received Family information determines the user characteristics of brush amount user, since the user information of brush amount user is the brush simulated by brush amount application program The user information of user is measured, it is, the user characteristics of above-mentioned determination are determined according to the user information of real brush amount user , therefore, the user characteristics of above-mentioned determination more meet the truth of the brush amount user of brush amount application program simulation, and then in benefit It is identified with access user of the user characteristics of above-mentioned determination to resource to be identified, when determining whether it is brush amount user, is known Other accuracy rate is higher.
As shown in fig. 7, the third brush amount customer identification device, is applied to test machine server, which includes:
User information receiving module 710, for receiving the user information for the brush amount user that terminal to be tested is sent,
Wherein, the user information of brush amount user are as follows: the brush amount application response pilot brush that terminal to be tested passes through installation Measure the information for the brush amount user that task requests generate, pilot brush amount task are as follows: the brush amount application program hair that test machine passes through installation It send to terminal to be tested, pilot brush amount task includes pilot brush amount resource identification.
User characteristics determining module 720, it is determining special with the user of brush amount user for the user information according to brush amount user Sign；
User characteristics sending module 730, for sending destination server for user characteristics.
Visible above, scheme provided in an embodiment of the present invention, test machine server is according to the use of the brush amount user received Family information determines the user characteristics of brush amount user, since the user information of brush amount user is the brush simulated by brush amount application program The user information of user is measured, it is, the user characteristics of above-mentioned determination are determined according to the user information of real brush amount user , therefore, the user characteristics of above-mentioned determination more meet the truth of the brush amount user of brush amount application program simulation, and then in benefit It is identified with access user of the user characteristics of above-mentioned determination to resource to be identified, when determining whether it is brush amount user, is known Other accuracy rate is higher.
Corresponding to above-mentioned each brush amount user identification method that present example provides, the embodiment of the invention also provides one kind Destination server, a kind of test machine and a kind of test machine server, below to a kind of destination service provided in an embodiment of the present invention Device, a kind of test machine and a kind of test machine server are introduced.
As shown in figure 8, a kind of destination server provided in an embodiment of the present invention, including processor 801, communication interface 802, Memory 803 and communication bus 804, wherein processor 801, communication interface 802, memory 803 are complete by communication bus 804 At mutual communication,
Memory 803, for storing computer program；
Processor 801 when for executing the program stored on memory 803, realizes following steps:
Receive amount resource identification to be brushed, wherein amount resource identification to be brushed are as follows: the brush amount application program that test machine passes through installation The amount resource identification to be brushed for including in the amount task requests to be brushed obtained；
Amount resource to be brushed is determined according to amount resource identification to be brushed；
Receive the user characteristics that test machine server is sent, wherein user characteristics are as follows: test machine server is used according to brush amount The user characteristics for the brush amount user that the user information at family determines, the user information of brush amount user are as follows: terminal to be tested passes through installation Brush amount application response pilot brush amount task requests, the information of the brush amount user of generation, pilot brush amount task requests are as follows: survey Test-run a machine is sent to terminal to be tested by the brush amount application program installed, and pilot brush amount task requests include pilot brush amount resource Mark；
Obtain resource to be identified access user user journal, as information to be identified, wherein resource to be identified be to One in brush amount resource；
Calculate the matching degree of information to be identified and user characteristics；
According to the size relation of matching degree and default recognition threshold, determine whether access user is brush amount user.
It should be noted that above-mentioned processor 801 executes the program stored on memory 803 and the first the brush amount realized Other implementations of user identification method, the first the brush amount user identification method provided with preceding method embodiment part are real It is identical to apply example, which is not described herein again.
Visible above, scheme provided in an embodiment of the present invention, test machine server is according to the use of the brush amount user received Family information determines the user characteristics of brush amount user, since the user information of brush amount user is the brush simulated by brush amount application program The user information of user is measured, it is, the user characteristics of above-mentioned determination are determined according to the user information of real brush amount user , therefore, the user characteristics of above-mentioned determination more meet the truth of the brush amount user of brush amount application program simulation, and then in benefit It is identified with access user of the user characteristics of above-mentioned determination to resource to be identified, when determining whether it is brush amount user, is known Other accuracy rate is higher.
As shown in figure 9, a kind of test machine provided in an embodiment of the present invention, including processor 901, communication interface 902, storage Device 903 and communication bus 904, wherein processor 901, communication interface 902, memory 903 complete phase by communication bus 904 Communication between mutually,
Memory 903, for storing computer program；
Processor 901 when for executing the program stored on memory 903, realizes following steps:
Obtain amount task requests to be brushed, wherein amount task requests to be brushed include amount resource identification to be brushed；
Amount resource identification to be brushed is sent to destination server；
Pilot brush amount task requests are sent to terminal to be tested, wherein pilot brush amount task requests include pilot brush amount money Source mark.
Visible above, scheme provided in an embodiment of the present invention, test machine server is according to the use of the brush amount user received Family information determines the user characteristics of brush amount user, since the user information of brush amount user is the brush simulated by brush amount application program The user information of user is measured, it is, the user characteristics of above-mentioned determination are determined according to the user information of real brush amount user , therefore, the user characteristics of above-mentioned determination more meet the truth of the brush amount user of brush amount application program simulation, and then in benefit It is identified with access user of the user characteristics of above-mentioned determination to resource to be identified, when determining whether it is brush amount user, is known Other accuracy rate is higher.
As shown in Figure 10, a kind of test machine server provided in an embodiment of the present invention, including processor 1001, communication interface 1002, memory 1003 and communication bus 1004, wherein processor 1001, communication interface 1002, memory 1003 pass through communication Bus 1004 completes mutual communication,
Memory 1003, for storing computer program；
Processor 1001 when for executing the program stored on memory 1003, realizes following steps:
Receive the user information for the brush amount user that terminal to be tested is sent, wherein the user information of brush amount user are as follows: to be measured Try the information for the brush amount user that terminal is generated by the brush amount application response pilot brush amount task requests of installation, pilot brush amount Task are as follows: test machine is sent to terminal to be tested by the brush amount application program installed, and pilot brush amount task includes pilot brush Measure resource identification；
According to the user information of brush amount user, the user characteristics of brush amount user are determined；
Destination server is sent by user characteristics.
Visible above, scheme provided in an embodiment of the present invention, test machine server is according to the use of the brush amount user received Family information determines the user characteristics of brush amount user, since the user information of brush amount user is the brush simulated by brush amount application program The user information of user is measured, it is, the user characteristics of above-mentioned determination are determined according to the user information of real brush amount user , therefore, the user characteristics of above-mentioned determination more meet the truth of the brush amount user of brush amount application program simulation, and then in benefit It is identified with access user of the user characteristics of above-mentioned determination to resource to be identified, when determining whether it is brush amount user, is known Other accuracy rate is higher.
The communication bus that above-mentioned destination server, test machine, test machine server are mentioned can be Peripheral Component Interconnect mark Quasi- (Peripheral Component Interconnect, PCI) bus or expanding the industrial standard structure (Extended Industry Standard Architecture, EISA) bus etc..It is total that the communication bus can be divided into address bus, data Line, control bus etc..Only to be indicated with a thick line in figure, it is not intended that an only bus or a type convenient for indicating The bus of type.
Communication interface is for the communication between above-mentioned destination server, test machine, test machine server and other equipment.
Memory may include random access memory (Random Access Memory, RAM), also may include non-easy The property lost memory (Non-Volatile Memory, NVM), for example, at least a magnetic disk storage.Optionally, memory may be used also To be storage device that at least one is located remotely from aforementioned processor.
Above-mentioned processor can be general processor, including central processing unit (Central Processing Unit, CPU), network processing unit (Network Processor, NP) etc.；It can also be digital signal processor (Digital Signal Processing, DSP), it is specific integrated circuit (Application Specific Integrated Circuit, ASIC), existing It is field programmable gate array (Field-Programmable Gate Array, FPGA) or other programmable logic device, discrete Door or transistor logic, discrete hardware components.
Corresponding to above-mentioned each brush amount user identification method provided in an embodiment of the present invention, the embodiment of the invention also provides meters Calculation machine readable storage medium storing program for executing and computer program product comprising instruction, below to provided in an embodiment of the present invention computer-readable Storage medium and computer program product comprising instruction are introduced.
In another embodiment provided by the invention, the first computer readable storage medium is additionally provided, the computer Instruction is stored in readable storage medium storing program for executing, when run on a computer so that computer execute it is any in above-described embodiment The first brush amount user identification method.
In another embodiment provided by the invention, the computer program product that the first includes instruction is additionally provided, when When it runs on computers, so that computer executes the first brush amount user identification method any in above-described embodiment.
In another embodiment provided by the invention, second of computer readable storage medium is additionally provided, the computer Instruction is stored in readable storage medium storing program for executing, when run on a computer so that computer execute it is any in above-described embodiment Second of brush amount user identification method.
In another embodiment provided by the invention, second of computer program product comprising instruction is additionally provided, when When it runs on computers, so that computer executes second of brush amount user identification method any in above-described embodiment.
In another embodiment provided by the invention, the third computer readable storage medium is additionally provided, the computer Instruction is stored in readable storage medium storing program for executing, when run on a computer so that computer execute it is any in above-described embodiment The third brush amount user identification method.
In another embodiment provided by the invention, the computer program product that the third includes instruction is additionally provided, when When it runs on computers, so that computer executes the third brush amount user identification method any in above-described embodiment.
In the above-described embodiments, can come wholly or partly by software, hardware, firmware or any combination thereof real It is existing.When implemented in software, it can entirely or partly realize in the form of a computer program product.Computer program product Including one or more computer instructions.When loading on computers and executing computer program instructions, all or part of real estate Raw process or function according to the embodiment of the present invention.Computer can be general purpose computer, special purpose computer, computer network, Or other programmable devices.Computer instruction may be stored in a computer readable storage medium, or from a computer Readable storage medium storing program for executing to another computer readable storage medium transmit, for example, computer instruction can from a web-site, Computer, server or data center by wired (such as coaxial cable, optical fiber, Digital Subscriber Line (DSL)) or wireless (such as Infrared, wireless, microwave etc.) mode transmitted to another web-site, computer, server or data center.Computer Readable storage medium storing program for executing can be any usable medium or include one or more usable medium collection that computer can access At the data storage devices such as server, data center.Usable medium can be magnetic medium, (for example, floppy disk, hard disk, magnetic Band), optical medium (for example, DVD) or semiconductor medium (such as solid state hard disk Solid State Disk (SSD)) etc..
It should be noted that, in this document, such as to be used merely to second or the like relational terms by an entity Or operation is distinguished with another entity or operation, is existed without necessarily requiring or implying between these entities or operation Any actual relationship or order.Moreover, the terms "include", "comprise" or its any other variant be intended to it is non- It is exclusive to include, so that the process, method, article or equipment for including a series of elements not only includes those elements, It but also including other elements that are not explicitly listed, or further include solid by this process, method, article or equipment Some elements.In the absence of more restrictions, the element limited by sentence "including a ...", it is not excluded that including There is also other identical elements in the process, method, article or equipment of element.
Each embodiment in this specification is all made of relevant mode and describes, same and similar portion between each embodiment Dividing may refer to each other, and each embodiment focuses on the differences from other embodiments.Especially for method reality It applies example, Installation practice, destination server embodiment, test machine embodiment, test machine server example, computer-readable deposit For storage media embodiment and computer program product comprising instruction, since it is substantially similar to system embodiment, so retouching That states is fairly simple, and the relevent part can refer to the partial explaination of embodiments of method.
The above is merely preferred embodiments of the present invention, it is not intended to limit the scope of the present invention.It is all in this hair Any modification, equivalent replacement, improvement and so within bright spirit and principle, are included within the scope of protection of the present invention.

Claims (22)

1. a kind of brush amount user's identifying system, which is characterized in that the system comprises test machine, test machine server and target clothes Business device, the test machine are equipped with brush amount application program；
The test machine obtains amount task requests to be brushed for the brush amount application program by installation, and the amount to be brushed is appointed The amount resource identification to be brushed for including in business request is sent to the destination server；Pilot brush amount task requests are sent to be tested Terminal, wherein the pilot brush amount task requests include pilot brush amount resource identification；
The test machine server, for receiving the user information for the brush amount user that the terminal to be tested is sent, and according to institute The user information for stating brush amount user determines the user characteristics of brush amount user；The destination service is sent by the user characteristics Device；Wherein, the user information of the brush amount user are as follows: described in brush amount application response of the terminal to be tested by installation The information for the brush amount user that pilot brush amount task requests generate；
The destination server is provided for receiving the amount resource identification to be brushed and the user characteristics according to the amount to be brushed Source mark determines amount resource to be brushed；The user information for obtaining the access user of resource to be identified calculates institute as information to be identified The matching degree for stating information to be identified Yu the user characteristics, according to the size relation of the matching degree and default recognition threshold, really Whether the fixed access user is brush amount user, wherein the resource to be identified is one in the amount resource to be brushed.
2. system according to claim 1, which is characterized in that
The destination server, specifically for whether judging each single item content in the information to be identified and the user characteristics It is identical；
If identical, determine that this content value is the first default value in the information to be identified；
If it is not the same, determining that this content value is the second default value in the information to be identified；
According to the value and weighted value of the information each single item content to be identified, the weight and work of the information to be identified are calculated For the matching degree of the information to be identified and the user characteristics.
3. system according to claim 1, which is characterized in that
The destination server is specifically used for determining the access user when the matching degree is not less than default recognition threshold For brush amount user.
4. system according to claim 1 to 3, which is characterized in that
The destination server is also used to generate brush amount user according to the user information of brush amount user in the access user and know Other result report.
5. system according to claim 1, which is characterized in that
The destination server is also used to shield the access request of the user when determining access user is brush amount user.
6. a kind of brush amount user identification method is applied to destination server, which is characterized in that the described method includes:
Receive amount resource identification to be brushed, wherein the amount resource identification to be brushed are as follows: the brush amount application that the test machine passes through installation The amount resource identification to be brushed for including in the amount task requests to be brushed that program obtains；
Amount resource to be brushed is determined according to the amount resource identification to be brushed；
Receive the user characteristics that test machine server is sent, wherein the user characteristics are as follows: the test machine server is according to brush The user characteristics for the brush amount user that the user information of amount user determines, the user information of the brush amount user are as follows: terminal to be tested Pass through the brush amount application response pilot brush amount task requests of installation, the information of the brush amount user of generation, the pilot brush amount Task requests are as follows: test machine is sent to the terminal to be tested by the brush amount application program installed, and the pilot brush amount is appointed Business request includes pilot brush amount resource identification；
The user journal for obtaining the access user of resource to be identified, as information to be identified, wherein the resource to be identified is institute State one in amount resource to be brushed；
Calculate the matching degree of the information to be identified and the user characteristics；
According to the size relation of the matching degree and default recognition threshold, determine whether the access user is brush amount user.
7. according to the method described in claim 6, it is characterized in that, described calculate the information to be identified and the user characteristics Matching degree the step of, comprising:
Judge whether the information to be identified and each single item content in the user characteristics are identical；
If identical, determine that this content value is the first default value in the information to be identified；
If it is not the same, determining that this content value is the second default value in the information to be identified；
According to the value and weighted value of the information each single item content to be identified, the weight and work of the information to be identified are calculated For the matching degree of the information to be identified and the user characteristics.
8. according to the method described in claim 6, it is characterized in that, described according to the big of the matching degree and default recognition threshold Small relationship determines the step of whether the access user is brush amount user, comprising:
When the matching degree is not less than default recognition threshold, determine that the access user is brush amount user.
9. according to method as claimed in claim 6 to 8, which is characterized in that the method also includes:
According to the user information of brush amount user in the access user, the report of brush amount user's recognition result is generated.
10. according to the method described in claim 9, it is characterized in that, the method also includes:
When determining access user is brush amount user, the access request of the user is shielded.
11. a kind of brush amount user identification method, which is characterized in that be applied to test machine, the test machine is equipped with brush amount application Program, which comprises
Obtain amount task requests to be brushed, wherein the amount task requests to be brushed include amount resource identification to be brushed；
The amount resource identification to be brushed is sent to destination server；
Pilot brush amount task requests are sent to terminal to be tested, wherein the pilot brush amount task requests include pilot brush amount money Source mark.
12. a kind of brush amount user identification method is applied to test machine server, which is characterized in that the described method includes:
Receive the user information for the brush amount user that terminal to be tested is sent, wherein the user information of the brush amount user are as follows: described The information for the brush amount user that terminal to be tested is generated by the brush amount application response pilot brush amount task requests of installation, it is described Pilot brush amount task are as follows: test machine is sent to the terminal to be tested, the pilot brush by the brush amount application program installed Amount task includes pilot brush amount resource identification；
According to the user information of the brush amount user, the user characteristics of brush amount user are determined；
Destination server is sent by the user characteristics.
13. a kind of brush amount customer identification device, which is characterized in that be applied to destination server, described device includes:
Resource identification receiving module, for receiving amount resource identification to be brushed, wherein the amount resource identification to be brushed are as follows: the survey The amount resource identification to be brushed for including in the amount task requests to be brushed that test-run a machine is obtained by the brush amount application program of installation；
Resource determination module, for determining amount resource to be brushed according to the amount resource identification to be brushed；
User characteristics receiving module, for receiving the user characteristics of test machine server transmission, wherein the user characteristics are as follows: The user characteristics for the brush amount user that the test machine server is determined according to the user information of brush amount user, the brush amount user's User information are as follows: brush amount application response pilot brush amount task requests of the terminal to be tested by installation, the brush amount use of generation The information at family, the pilot brush amount task requests are as follows: test machine is sent to described to be tested by the brush amount application program installed Terminal, the pilot brush amount task requests include pilot brush amount resource identification；
Data obtaining module to be identified, the user journal of the access user for obtaining resource to be identified, as information to be identified, Wherein, the resource to be identified is one in the amount resource to be brushed；
Matching degree computing module, for calculating the matching degree of the information to be identified and the user characteristics；
Brush amount user's determining module determines the access for the size relation according to the matching degree and default recognition threshold Whether user is brush amount user.
14. device according to claim 13, which is characterized in that the matching degree computing module, comprising:
Content judging submodule, for judge the information to be identified and each single item content in the user characteristics whether phase Together, if identical, the first value of triggering determines submodule, if it is not the same, the second value of triggering determines submodule；
First value determines submodule, and for determining, this content value is the first present count in the information to be identified Value；
Second value determines submodule, and for determining, this content value is the second present count in the information to be identified Value；
First matching degree computational submodule is calculated for the value and weighted value according to the information each single item content to be identified The weight of the information to be identified and the matching degree as the information to be identified and the user characteristics.
15. device according to claim 13, which is characterized in that brush amount user's determining module, comprising:
Brush amount user determines submodule, for determining the access user when the matching degree is not less than default recognition threshold For brush amount user.
16. any device of 3-15 according to claim 1, which is characterized in that described device further include:
It identifies report generation module, for the user information according to brush amount user in the access user, generates brush amount user and know Other result report.
17. device according to claim 16, which is characterized in that described device further include:
Shroud module is requested, for shielding the access request of the user when determining access user is brush amount user.
18. a kind of brush amount customer identification device, which is characterized in that be applied to test machine, the test machine is equipped with brush amount application Program, described device include:
Task requests obtain module, for obtaining amount task requests to be brushed, wherein the amount task requests to be brushed include amount to be brushed Resource identification；
Resource identification sending module, for the amount resource identification to be brushed to be sent to destination server；
Task requests sending module, for sending pilot brush amount task requests to terminal to be tested, wherein the pilot brush amount is appointed Business request includes pilot brush amount resource identification.
19. a kind of brush amount customer identification device, which is characterized in that be applied to test machine server, described device includes:
User information receiving module, for receiving the user information for the brush amount user that terminal to be tested is sent, wherein the brush amount The user information of user are as follows: the terminal to be tested is generated by the brush amount application response pilot brush amount task requests of installation Brush amount user information, the pilot brush amount task are as follows: test machine by the brush amount application program installed be sent to it is described to Terminal is tested, the pilot brush amount task includes pilot brush amount resource identification；
User characteristics determining module determines the user characteristics of brush amount user for the user information according to the brush amount user；
User characteristics sending module, for sending destination server for the user characteristics.
20. a kind of destination server, which is characterized in that including processor, communication interface, memory and communication bus, wherein place Device, communication interface are managed, memory completes mutual communication by communication bus；
Memory, for storing computer program；
Processor when for executing the program stored on memory, realizes any method and step of claim 6-10.
21. a kind of test machine, which is characterized in that including processor, communication interface, memory and communication bus, wherein processing Device, communication interface, memory complete mutual communication by communication bus；
Memory, for storing computer program；
Processor when for executing the program stored on memory, realizes method and step described in claim 11.
22. a kind of test machine server, which is characterized in that including processor, communication interface, memory and communication bus, wherein Processor, communication interface, memory complete mutual communication by communication bus；
Memory, for storing computer program；
Processor when for executing the program stored on memory, realizes method and step described in claim 12.
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Cited By (12)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN110378112A (en) * 2019-07-08 2019-10-25 北京达佳互联信息技术有限公司 A kind of user identification method and device
CN111813696A (en) * 2020-08-25 2020-10-23 中国工商银行股份有限公司 Application testing method, device and system and electronic equipment
WO2020257991A1 (en) * 2019-06-24 2020-12-30 深圳市欢太科技有限公司 User identification method and related product
CN112383785A (en) * 2020-10-12 2021-02-19 广州市百果园网络科技有限公司 Method and device for processing heat value and electronic equipment
CN112685682A (en) * 2021-03-16 2021-04-20 连连（杭州）信息技术有限公司 Method, device, equipment and medium for identifying forbidden object of attack event
CN112995686A (en) * 2021-02-03 2021-06-18 上海哔哩哔哩科技有限公司 Data processing method, live broadcast method, authentication server and live broadcast data server
CN113383360A (en) * 2019-06-26 2021-09-10 深圳市欢太科技有限公司 Content pushing method and device, server and storage medium
CN113396414A (en) * 2019-06-24 2021-09-14 深圳市欢太科技有限公司 Brushing amount user identification method and related product
CN113412607A (en) * 2019-06-26 2021-09-17 深圳市欢太科技有限公司 Content pushing method and device, mobile terminal and storage medium
CN114024737A (en) * 2021-11-02 2022-02-08 上海哔哩哔哩科技有限公司 Method and device for determining brushing amount of live broadcast room
CN114679600A (en) * 2022-03-24 2022-06-28 上海哔哩哔哩科技有限公司 Data processing method and device
CN114945097A (en) * 2022-04-26 2022-08-26 上海哔哩哔哩科技有限公司 Video stream processing method and device

Citations (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2015078170A1 (en) * 2013-11-26 2015-06-04 中兴通讯股份有限公司 Resource access method and apparatus, and server and terminal
CN104932966A (en) * 2015-06-19 2015-09-23 广东欧珀移动通信有限公司 Method and device for detecting false downloading times of application software
CN105824834A (en) * 2015-01-06 2016-08-03 腾讯科技（深圳）有限公司 Search traffic cheating behavior identification method and apparatus
CN106998336A (en) * 2016-01-22 2017-08-01 腾讯科技（深圳）有限公司 User's detection method and device in channel
CN107169769A (en) * 2016-03-08 2017-09-15 广州市动景计算机科技有限公司 The brush amount recognition methods of application program, device
CN107566897A (en) * 2017-07-19 2018-01-09 北京奇艺世纪科技有限公司 A kind of discrimination method, device and the electronic equipment of video brush amount
CN107679870A (en) * 2017-09-22 2018-02-09 广东欧珀移动通信有限公司 Brush amount resource determining method and device

Patent Citations (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2015078170A1 (en) * 2013-11-26 2015-06-04 中兴通讯股份有限公司 Resource access method and apparatus, and server and terminal
CN105824834A (en) * 2015-01-06 2016-08-03 腾讯科技（深圳）有限公司 Search traffic cheating behavior identification method and apparatus
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CN106998336A (en) * 2016-01-22 2017-08-01 腾讯科技（深圳）有限公司 User's detection method and device in channel
CN107169769A (en) * 2016-03-08 2017-09-15 广州市动景计算机科技有限公司 The brush amount recognition methods of application program, device
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CN107679870A (en) * 2017-09-22 2018-02-09 广东欧珀移动通信有限公司 Brush amount resource determining method and device

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