CN107566897B - A kind of discrimination method, device and the electronic equipment of video brush amount - Google Patents
A kind of discrimination method, device and the electronic equipment of video brush amount Download PDFInfo
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- CN107566897B CN107566897B CN201710588810.7A CN201710588810A CN107566897B CN 107566897 B CN107566897 B CN 107566897B CN 201710588810 A CN201710588810 A CN 201710588810A CN 107566897 B CN107566897 B CN 107566897B
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Abstract
The embodiment of the invention provides discrimination method, device and the electronic equipments of a kind of video brush amount, wherein this method comprises: obtaining the page watched time of video page in predetermined period and clicking page amount；It will click on page amount and page watched time make quotient, obtain the corresponding page clicking rate of video page；Obtain the broadcasting end source for playing video page；Page clicking rate reach corresponding first preset condition of page clicking rate and play end source reach play corresponding second preset condition in end source when, the broadcasting of video page is identified and is played for brush amount.Discrimination method, device and the electronic equipment of the video brush amount provided through the embodiment of the present invention can be realized identification video brush amount more fully hereinafter.
Description
Technical field
The present invention relates to web technologies fields, set more particularly to discrimination method, device and the electronics of a kind of video brush amount
It is standby.
Background technique
Movie and television play brush amount behavior is generally existing in entire industry, forms a whole set of complete industrial chain.Movie and television play
Brush amount behavior refers to improving the data of movie and television play viewing amount using improper means, reaching the behavior of certain commercial object.But
Purely by the means that machine or the other users other than operator are not involved in carry out brush amount, be one kind through and through
Malice fake.In order to avoid this malice imitation behavior, identifies collection of drama brush amount and become more and more important.
The corresponding this video brush amount discrimination method of movie and television play brush amount at present, often according to IP Address
The data such as the different user number of (Internet Protocol Address, Internet protocol address), viewing carry out identification video
Brush amount behavior, whether for example, be some IP address concentrated according to the IP address that uses of viewing video, or viewing video is
It is not that some specific users are identified whether is brush amount.Current this video brush amount discrimination method can identify use
The IP address of concentration or the video brush amount that video is watched by specific some users.However, inventor is realizing the present invention
During find, at least there are the following problems for the prior art:
The discrimination method of current this collection of drama brush amount is only capable of identifying using the IP address concentrated or by specific
Some users watch the video brush amount of video, and identification is limited in scope.
Summary of the invention
Discrimination method, device and the electronic equipment for being designed to provide a kind of video brush amount of the embodiment of the present invention, with reality
Now identify the amount behavior of video brush more fully hereinafter.Specific technical solution is as follows:
In a first aspect, the embodiment of the invention provides a kind of discrimination methods of video brush amount, comprising:
It obtains the page watched time of video page in predetermined period and clicks page amount；
The click page amount and the page watched time are made into quotient, the corresponding page of the video page is obtained and clicks
Rate；
Obtain the broadcasting end source for playing the video page；
Reach corresponding first preset condition of the page clicking rate and the broadcasting end source in the page clicking rate
When reaching corresponding second preset condition in the broadcasting end source, the broadcasting of the video page is identified as the broadcasting of brush amount.
Optionally, the method also includes:
Judge whether the corresponding page watched time of the video page is greater than the page watched time corresponding first
Threshold value；
When the corresponding page watched time of video page first threshold corresponding greater than the page watched time,
Judge whether the corresponding page clicking rate of the video page is less than the corresponding second threshold of the page clicking rate；
When the corresponding page clicking rate of video page second threshold corresponding less than page clicking rate, described in determination
Page clicking rate reaches corresponding first preset condition of the page clicking rate；
Judge whether ratio shared by the end PC PC is greater than preset ratio in the broadcasting end source of the video page；
When the ratio shared by the end PC PC in the broadcasting end source of the video page is greater than preset ratio, determine
The broadcasting end source reaches corresponding second preset condition in the broadcasting end source.
Optionally, described to reach corresponding first preset condition of the page clicking rate and institute in the page clicking rate
It states when playing end source and reaching corresponding second preset condition in the broadcastings end source, the broadcasting of the video page is identified is
Brush amount plays, comprising:
When the page clicking rate reaches corresponding first preset condition of the page clicking rate, the video page is determined
The broadcasting in face is the broadcasting of doubtful brush amount；
When the broadcasting end source reaches corresponding second preset condition in the broadcasting end source, determine that doubtful brush amount is broadcast
The broadcasting for the video page put is the broadcasting of brush amount.
It is optionally, described to obtain the broadcasting end source for playing the video page, comprising:
Obtain the corresponding page address of the video page；
The corresponding page video information of the video page is inquired by the page address；
The broadcasting end source of the video page is obtained from the page video information.
Optionally, identify in the broadcasting by the video page and played for brush amount, later, the method also includes:
Feed back the page video information of the video page.
Second aspect, the embodiment of the invention provides a kind of identification devices of video brush amount, comprising:
First obtains module, for obtaining the page watched time of video page in predetermined period and clicking page amount；
Computing module obtains the video page for the click page amount and the page watched time to be made quotient
Corresponding page clicking rate；
Second obtains module, for obtaining the broadcasting end source for playing the video page；
Identification module, for the page clicking rate reach corresponding first preset condition of the page clicking rate and
When the broadcasting end source reaches corresponding second preset condition in the broadcasting end source, the broadcasting of the video page is identified
For the broadcasting of brush amount.
Optionally, described device further include:
First judgment module is seen for judging whether the corresponding page watched time of the video page is greater than the page
See the corresponding first threshold of number；
Second judgment module, for being greater than the page watched time when the corresponding page watched time of the video page
When corresponding first threshold, it is corresponding to judge whether the corresponding page clicking rate of the video page is less than the page clicking rate
Second threshold；
First determining module, for being less than page clicking rate corresponding the when the corresponding page clicking rate of the video page
When two threshold values, determine that the page clicking rate reaches corresponding first preset condition of the page clicking rate；
Third judgment module, ratio shared by the end PC PC in the broadcasting end source for judging the video page
Whether preset ratio is greater than；
Second determining module, for when in the broadcasting end source of the video page ratio shared by the end PC PC it is big
When preset ratio, determine that the broadcasting end source reaches corresponding second preset condition in the broadcasting end source.
Optionally, the identification module includes:
First determines submodule, for reaching the corresponding first default item of the page clicking rate when the page clicking rate
When part, determine the broadcasting of the video page for the broadcasting of doubtful brush amount；
Second determines submodule, for reaching the corresponding second default item in the broadcasting end source when the broadcasting end source
When part, determine the broadcasting for the video page that doubtful brush amount plays for the broadcasting of brush amount.
Optionally, described second module is obtained, comprising:
First acquisition submodule, for obtaining the corresponding page address of the video page；
Submodule is inquired, for inquiring the corresponding page video information of the video page by the page address；
Second acquisition submodule, for obtaining the broadcasting end source of the video page from the page video information.
Optionally, described device is also used to feed back the page video information of the video page.
The third aspect, the embodiment of the invention provides a kind of electronic equipment, including processor, communication interface, memory and
Communication bus, wherein the processor, the communication interface, the memory are completed each other by the communication bus
Communication；
The memory, for storing computer program；
The processor when for executing the program stored on the memory, realizes method described in first aspect
Step.
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 side described in above-mentioned first aspect
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 method described in above-mentioned first aspect.
Discrimination method, device and the electronic equipment of a kind of video brush amount provided in an embodiment of the present invention, it is available default
The page watched time of video page and click page amount in period；The click page amount and the page watched time make quotient, obtain
To the corresponding page clicking rate of video page；Obtain the broadcasting end source for playing video page；In page clicking rate and play end
When source meets condition, the broadcasting of video page is identified as the broadcasting of brush amount.The mirror of video brush amount provided in an embodiment of the present invention
In other method, apparatus and electronic equipment, by page clicking rate and play end source determines whether the broadcasting of video page is brush
Amount plays, and more dispersed for IP, user's dispersion brush amount behavior is also able to carry out identification, for example, passing through a large amount of different IP
Or a large amount of different users carry out the behavior of brush amount.It so realizes and identifies the amount behavior of video brush more fully hereinafter.Certainly, implement
Any product of the invention or method must be not necessarily required to reach all the above advantage simultaneously.
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 the flow chart of the discrimination method of video brush amount provided in an embodiment of the present invention；
Fig. 2 is the flow chart of specific embodiment provided in an embodiment of the present invention；
Fig. 3 is the schematic diagram that the end PC proportion in the source of end is played in the embodiment of the present invention；
Fig. 4 is the flow chart of feedback page video information in the embodiment of the present invention；
Fig. 5 is the structural schematic diagram of the identification device of video brush amount provided in an embodiment of the present invention；
Fig. 6 is the structural schematic diagram of electronic equipment 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 order to identify video brush amount, the prior art is usually the spies such as different user number according to the IP of access video, viewing
Sign carries out identifying the amount behavior of video brush.But the form of video brush amount is varied, by existing this according to access video
IP, viewing characteristic differentiations video brush amount, the identification such as different user number be limited in scope, user dispersion more dispersed for IP
The behavior of brush amount can not be identified, for example, to the row for carrying out brush amount by a large amount of different IP or a large amount of different users
Can not just to be identified.
Therefore, it in order to expand the identification range of video brush amount, realizes and identifies the amount behavior of video brush more fully hereinafter, the present invention
Embodiment provides a kind of discrimination method of video brush amount.Specifically, pass through determine video page feature: page clicking rate and
Play end source, and then according to page clicking rate whether reach corresponding first preset condition of page clicking rate and play end come
Whether source reaches corresponding second preset condition in broadcasting end source, and whether the broadcasting for identifying video page is that brush amount plays.Such as
This, the discrimination method of video brush amount provided in an embodiment of the present invention can supplement the mirror for identifying video brush amount method in the prior art
Other range, for example, being able to carry out identification to the behavior for carrying out brush amount by a large amount of different IP or a large amount of different users.It can
Finally to expand the identification range of video brush amount, realizes and identify video brush amount more fully hereinafter.
Fig. 1 is the flow chart of the discrimination method of video brush amount provided in an embodiment of the present invention, is implemented referring to Fig.1 to the present invention
The discrimination method for the video brush amount that example provides is described in detail, this method comprises:
Method provided in an embodiment of the present invention can be applied to electronic equipment.Specifically, which can be desk-top
Computer, portable computer, intelligent mobile terminal etc.；Acquisition of information can be sent to application server by electronic equipment to ask
It asks, by the page watched time got in predetermined period and clicks the information such as page amount, to identify the current video page
It whether is that brush amount plays.
In another embodiment provided by the invention, this method provided in an embodiment of the present invention can also be applied directly to and answer
With in server, application server passes through the page watched time and click of the video page identified needed for obtaining in predetermined period
Whether the information such as page amount are that brush amount plays to identify the broadcasting of the video page, in this way in the broadcasting for identifying the video page
When playing for brush amount, convenient for taking measures on customs clearance in time, this brush amount imitation behavior is eliminated in time, builds one well for user
Video-see atmosphere.
It should be noted that the predetermined period in the embodiment of the present invention, the period that can be set as needed, tool
Body, which can according to need, to be set and is adjusted.In addition, the video page being related in the embodiment of the present invention, refers to and needs to reflect
Other video playing page, belongs to video page to be identified.
The page watched time being related in the embodiment of the present invention, and pv (page view, page browsing can be referred to as
Amount).Page watched time can be obtained through statistics.Specifically, monitor or filter can be set, global clothes are set
Business device end variable, video page are accessed once, and the server end variable of the overall situation adds 1, so statistics available to obtain video page
Corresponding page watched time.
The click page amount being related in the embodiment of the present invention, it can be understood as the number for clicking the page is referred to as
" content of pages and blank by mouse and keyboard click total degree ".Specifically, any function button or blank space of current page
It is primary by the mouse-click of any user or keyboard carries out a secondary control operation, it can all make the click page amount increase by 1.This hair
In a kind of bright optional implementation of embodiment, it can be triggered by the javascript in the page and click request, obtained default
The click page amount of video page in period, wherein the number being clicked for counting video page is requested in the click.
If the broadcasting of video page is played if it is brush amount, clicks page amount and differ greatly with page watched time, institute
Have in order to identify whether the broadcasting of video page is that brush amount plays, in embodiments of the present invention, by by the click of video page
Page amount and page watched time make quotient, obtain the corresponding page clicking rate of video page, with according to page clicking rate, this is special
Whether the broadcasting that sign identifies video page is that brush amount plays.
Make quotient with page watched time it should be noted that will click on page amount in the embodiment of the present invention, referring to will click on
Page amount is divided by page watched time, and as needed, obtained numerical value can remain into behind decimal point several.
Specifically, page watched time, the corresponding relationship clicked between page amount and page clicking rate are as shown in table 1,
In, the value of page clicking rate retains two effective digitals.Table 1 is page viewing time in the embodiment of the present invention in certain video page
Corresponding relationship between number, click page amount and page clicking rate.
Table 1
| Time | Page watched time | Click page amount | Page clicking rate |
| 2017-2-23 | 2964620 | 43 | 0.00% |
| 2017-2-22 | 3062960 | 23 | 0.00% |
| 2017-2-21 | 3022560 | 21 | 0.00% |
| 2017-2-20 | 3088960 | 26 | 0.00% |
| 2017-2-19 | 2772920 | 13 | 0.00% |
| 2017-2-18 | 2983380 | 17 | 0.00% |
| 2017-2-17 | 3131200 | 37 | 0.00% |
| 2017-2-16 | 3160060 | 91 | 0.00% |
The broadcasting end source of video page can there are many, for example, the end computer (PC), mobile phone terminal, palm PC end etc..And
In actual application, the brush amount of video is typically all to be completed by computer end, so the embodiment of the present invention can combine
Whether the broadcasting for playing this characteristic differentiation video page of broadcasting end source of video page is that brush amount plays.
Wherein, the computer end being related in the embodiment of the present invention refers to the end PC.
Method provided in an embodiment of the present invention is by page clicking rate and plays two, end source feature, identifies video
Whether the broadcasting of the page is that brush amount plays.Specifically, corresponding first preset condition of page clicking rate, broadcasting end source corresponding second
Preset condition reaches corresponding first preset condition of page clicking rate in page clicking rate and broadcasting end source reaches broadcasting end
When corresponding second preset condition in source, the broadcasting of video page is identified as the broadcasting of brush amount.Wherein, the first preset condition can be with
Be: the corresponding page watched time of video page is greater than page watched time threshold value and the corresponding page clicking rate of video page
Less than page clicking rate threshold value.Second preset condition may is that all broadcasting ends shared by the broadcasting end source from the end computer PC
The ratio in source is greater than preset ratio, and page watched time threshold value, page clicking rate threshold value and preset ratio can bases
Depending on actual conditions.
The discrimination method of video brush amount provided in an embodiment of the present invention, the page of video page in available predetermined period
Watched time and click page amount；The click page amount and the page watched time make quotient, obtain the corresponding page of video page
Clicking rate；Obtain the broadcasting end source for playing video page；When page clicking rate and broadcasting end source meet condition, by video
It is that brush amount plays that the broadcasting of the page, which identifies,.More dispersed for IP, user's dispersion brush amount behavior is also able to carry out identification, example
Such as, the behavior of brush amount is carried out by a large amount of different IP or a large amount of different users.It so can be realized and reflect more fully hereinafter
Other video brush amount behavior.
On the basis of the above embodiments, the embodiment of the invention also provides another specific embodiments, such as Fig. 2 institute
Show, comprising:
Step 201, it obtains the page watched time of video page in predetermined period and clicks page amount.
Step 202, it clicks page amount and page watched time makees quotient, obtain the corresponding page clicking rate of video page.
It may refer to the elaboration in above-described embodiment, which is not described herein again for duplicate part.
In the embodiment of the present invention, because page clicking rate is obtained on the basis of page viewing, first determine whether
Whether page watched time meets condition, when the corresponding page watched time of video page is greater than page watched time corresponding the
When one threshold value, step 205 is executed.It should be noted that the corresponding first threshold of page watched time can be according to the actual situation
Depending on.In a kind of optional implementation of the embodiment of the present invention, first threshold 1000.Due in the corresponding page of video page
When watched time is greater than first threshold, it is likely that very big influence can be caused to network environment, therefore also it is necessary to view at this time
The frequency page carries out necessary judgement and identification.
When the corresponding page watched time of video page first threshold corresponding greater than page watched time, video is judged
Whether the corresponding page clicking rate of the page is less than the corresponding second threshold of page clicking rate, namely judges whether page clicking rate is full
The first preset condition of foot.It should be noted that the corresponding second threshold of page clicking rate can according to the actual situation depending on.This hair
In a kind of bright optional implementation of embodiment, second threshold 0.01%.It is less than in the corresponding page clicking rate of video page
When second threshold, which is likely to the broadcasting of brush amount.
When the corresponding page clicking rate of video page second threshold corresponding less than page clicking rate, step 206, determine
Page clicking rate reaches corresponding first preset condition of page clicking rate.
In order to further judge whether the broadcasting of the video page is that brush amount plays, and the accuracy of identification is improved, in step
In 207, judge whether ratio shared by the end PC PC is greater than preset ratio in the broadcasting end source of video page.
When the ratio shared by the end PC PC in the broadcasting end source of video page is greater than preset ratio, in step
In 208, determine that playing end source reaches corresponding second preset condition in broadcasting end source.
Specifically preset ratio is as shown in Figure 3.It should be noted that preset ratio can according to the actual situation depending on.
In a kind of optional embodiment of the embodiment of the present invention, which can be set as 99%.As shown in figure 3, if video
When ratio shared by the end PC is greater than 99% in the broadcasting end source of the page, in conjunction with above-mentioned judgement, the video page can be determined
Play is that brush amount plays.
Therefore, in embodiments of the present invention, step 209, reach page clicking rate corresponding first in advance in page clicking rate
If condition and playing end source and reaching when playing corresponding second preset condition in end source, it is by the broadcasting identification of video page
Brush amount plays.
In the present embodiment, step 201- step 203 is identical as step 101- step 103 in above-described embodiment, step 209
It is identical as step 104 in above-described embodiment, it just repeats no more here.
The discrimination method of video brush amount provided in an embodiment of the present invention, the page of video page in available predetermined period
Watched time and click page amount；The click page amount and the page watched time make quotient, obtain the corresponding page of video page
Clicking rate；Obtain the broadcasting end source for playing video page.Video page is determined by page clicking rate and broadcasting end source
Whether be brush amount play, can be realized identification video brush amount behavior more fully hereinafter if playing.
In conjunction with above-described embodiment, in a kind of optional embodiment provided by the invention, in step S104 by the view
It is that brush amount plays that the broadcasting of the frequency page, which identifies, can be specifically included:
When page clicking rate reaches corresponding first preset condition of page clicking rate, in step sl, video page is determined
The broadcasting in face is the broadcasting of doubtful brush amount.
The embodiment of the present invention by judging page clicking rate, can the broadcasting to video page tentatively reflected
Not, if the page clicking rate meets the first preset condition, it may be determined that the broadcasting of the video page is the broadcasting of doubtful brush amount.
When play end source reach play corresponding second preset condition in end source when, in step s 2, determine doubtful brush
The broadcasting of the video page played is measured as the broadcasting of brush amount.
The embodiment of the present invention by the broadcasting of the video page be doubtful brush amount play on the basis of, by play end
Source is judged, is played corresponding second preset condition in end source if playing end source and meeting, be may further determine that this
The broadcasting of video page is the broadcasting of brush amount.
Therefore, the embodiment of the present invention is in such a way that two steps are demonstrate,proved, it is ensured that the accuracy of the result of identification greatly improves.
Specifically, first determine whether page clicking rate reaches the first preset condition, when page clicking rate reaches page point
When hitting corresponding first preset condition of rate, the broadcasting of video page is determined for the broadcasting of doubtful brush amount, that is, from all broadcastings
In identify doubtful brush amount and play；Then judge to play whether end source reaches corresponding second preset condition in broadcasting end source,
When play end source reach play corresponding second preset condition in end source when, determine broadcasting for the video page that doubtful brush amount plays
It puts and is played for brush amount, that is, finally determine brush amount from the broadcasting of doubtful brush amount and play.
From the foregoing it will be seen that play video page broadcastings end source be identification video page broadcasting whether be
The important feature that brush amount plays.In a kind of optional embodiment of the embodiment of the present invention, the broadcasting end for obtaining broadcasting video page is come
Source, comprising:
The first step obtains the corresponding page address of video page.
Each video page has its corresponding page address.Wherein, page address can be IP address etc..
Second step inquires the corresponding page video information of video page by page address.
The corresponding page video information of each video page may include: access the video page equipment IP address,
The broadcasting end source of video page, visitor's number etc..
Third step obtains the broadcasting end source of video page from page video information.
It is, getting, to play the video page be the end PC, mobile phone terminal or palm PC end etc..
In addition, the brush amount that can reject these malice plays, the present invention in order to when counting the flowing of access of video page
It whether is that after brush amount plays, can also feed back in the broadcasting for identifying video page in a kind of optional embodiment of embodiment
The page video information of video page, as shown in figure 4, the embodiment includes:
In this way, the server of the flowing of access of statistics video page or system etc., can carry out the brush amount for rejecting malice
The operation such as broadcasting.
In addition, in a kind of optional embodiment of the embodiment of the present invention, the mirror of video brush amount provided in an embodiment of the present invention
Other method can be applied to server perhaps these servers such as system or the system of the flowing of access of statistics video page
Deng the discrimination method using video brush amount provided in an embodiment of the present invention, identifies brush amount and play.
The embodiment of the invention also provides a kind of identification devices of video brush amount, as shown in Figure 5.The embodiment of the present invention provides
The identification device of video brush amount include:
First obtains module 501, for obtaining the page watched time of video page in predetermined period and clicking page amount；
Second obtains module 503, for obtaining the broadcasting end source for playing video page；
The identification device of video brush amount provided in an embodiment of the present invention, the page of video page in available predetermined period
Watched time and click page amount；The click page amount and the page watched time make quotient, obtain the corresponding page of video page
Clicking rate；Obtain the broadcasting end source for playing video page；When page clicking rate and broadcasting end source meet condition, by video
It is that brush amount plays that the broadcasting of the page, which identifies,.More dispersed for IP, user's dispersion brush amount behavior is also able to carry out identification, example
Such as, the behavior of brush amount is carried out by a large amount of different IP or a large amount of different users.It so realizes and identifies view more fully hereinafter
Frequency brush amount behavior.
Optionally, the device further include:
First judgment module, for judging whether the corresponding page watched time of video page is greater than page watched time pair
The first threshold answered；
Second judgment module, for being greater than page watched time corresponding the when the corresponding page watched time of video page
When one threshold value, judge whether the corresponding page clicking rate of video page is less than the corresponding second threshold of page clicking rate；
First determining module, for being less than corresponding second threshold of page clicking rate when the corresponding page clicking rate of video page
When value, determine that page clicking rate reaches corresponding first preset condition of page clicking rate；
Third judgment module, whether ratio shared by the end PC PC in the broadcasting end source for judging video page
Greater than preset ratio；
Second determining module, for when in the broadcastings end source of video page ratio shared by the end PC PC be greater than in advance
If when ratio, determining that playing end source reaches corresponding second preset condition in broadcasting end source.
Optionally, identification module 504 includes:
First determines submodule, for when page clicking rate reaches corresponding first preset condition of page clicking rate, really
The broadcasting of video page is determined for the broadcasting of doubtful brush amount；
Second determines submodule, for when play end source reach play corresponding second preset condition in end source when, really
The broadcasting for the video page that fixed doubtful brush amount plays is the broadcasting of brush amount.
Optionally, second module 503 is obtained, comprising:
First acquisition submodule, for obtaining the corresponding page address of video page；
Submodule is inquired, for inquiring the corresponding page video information of video page by page address；
Second acquisition submodule, for obtaining the broadcasting end source of video page from page video information.
Optionally, which is also used to feed back the page video information of video page.
It should be noted that the identification device of the video brush amount of the embodiment of the present invention is the identification using above-mentioned video brush amount
The device of method, then all embodiments of the discrimination method of above-mentioned video brush amount are suitable for the device, and can reach identical
Or similar beneficial effect.
The embodiment of the invention also provides a kind of electronic equipment, as shown in fig. 6, include processor 601, communication interface 602,
Memory 603 and communication bus 604, wherein processor 601, communication interface 602, memory 603 are complete by communication bus 604
At mutual communication,
Memory 603, for storing computer program；
Processor 601 when for executing the program stored on memory 603, realizes following method and step:
It obtains the page watched time of video page in predetermined period and clicks page amount；
It will click on page amount and page watched time make quotient, obtain the corresponding page clicking rate of video page；
Obtain the broadcasting end source for playing video page；
Reach corresponding first preset condition of page clicking rate in page clicking rate and broadcasting end source reaches broadcasting end and comes
When corresponding second preset condition in source, the broadcasting of video page is identified as the broadcasting of brush amount.
The communication bus that above-mentioned electronic equipment is mentioned can be Peripheral Component Interconnect standard (Peripheral Pomponent
Interconnect, abbreviation PCI) bus or expanding the industrial standard structure (Extended Industry Standard
Architecture, abbreviation EISA) bus etc..The communication bus can be divided into address bus, data/address bus, control bus etc..
Only to be indicated with a thick line in figure, it is not intended that an only bus or a type of bus convenient for indicating.
Communication interface is for the communication between above-mentioned electronic equipment and other equipment.
Memory may include random access memory (Random Access Memory, abbreviation RAM), also may include
Nonvolatile memory (non-volatile memory), 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,
Abbreviation CPU), network processing unit (Ne twork Processor, abbreviation NP) etc.；It can also be digital signal processor
(Digital Signal Processing, abbreviation DSP), specific integrated circuit (Applica tion Specific
Integrated Circuit, abbreviation ASIC), field programmable gate array (Field-Programmable Gate Array,
Abbreviation FPGA) either other programmable logic device, discrete gate or transistor logic, discrete hardware components.
Electronic equipment provided in an embodiment of the present invention, in available predetermined period the page watched time of video page and
Click page amount；The click page amount and the page watched time make quotient, obtain the corresponding page clicking rate of video page；It obtains
Play the broadcasting end source of video page.By page clicking rate and play end source determines whether the broadcasting of video page is brush
Amount plays, and more dispersed for IP, user's dispersion brush amount behavior is also able to carry out identification, for example, passing through a large amount of different IP
Or a large amount of different users carry out the behavior of brush amount.It so realizes and identifies the amount behavior of video brush more fully hereinafter.
In another embodiment provided by the invention, a kind of computer readable storage medium is additionally provided, which can
It reads to be stored with instruction in storage medium, when run on a computer, so that computer executes the method in above-described embodiment
Step.
Computer readable storage medium provided in an embodiment of the present invention, the page of video page in available predetermined period
Watched time and click page amount；The click page amount and the page watched time make quotient, obtain the corresponding page of video page
Clicking rate；Obtain the broadcasting end source for playing video page.Video page is determined by page clicking rate and broadcasting end source
Whether be brush amount play, more dispersed for IP, user's dispersion brush amount behavior is also able to carry out identification, for example, passing through if playing
A large amount of different IP or a large amount of different users carry out the behavior of brush amount.It so realizes and identifies video brush amount row more fully hereinafter
For.
In another embodiment provided by the invention, a kind of computer program product comprising instruction is additionally provided, when it
When running on computers, so that computer executes the method and step in above-described embodiment.
Computer program product provided in an embodiment of the present invention, the page viewing of video page in available predetermined period
Number and click page amount；The click page amount and the page watched time make quotient, obtain the corresponding page of video page and click
Rate；Obtain the broadcasting end source for playing video page.The broadcasting of video page is determined by page clicking rate and broadcasting end source
It whether is that brush amount plays, more dispersed for IP, user's dispersion brush amount behavior is also able to carry out identification, for example, by a large amount of
Different IP or a large amount of different users carry out the behavior of brush amount.It so realizes and identifies the amount behavior of video brush more fully hereinafter.
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.The computer program
Product includes one or more computer instructions.When loading on computers and executing the computer program instructions, all or
It partly generates according to process or function described in the embodiment of the present invention.The computer can be general purpose computer, dedicated meter
Calculation machine, computer network or other programmable devices.The computer instruction can store in computer readable storage medium
In, or from a computer readable storage medium to the transmission of another computer readable storage medium, for example, the computer
Instruction can pass through wired (such as coaxial cable, optical fiber, number from a web-site, computer, server or data center
User's line (DSL)) or wireless (such as infrared, wireless, microwave etc.) mode to another web-site, computer, server or
Data center is transmitted.The computer readable storage medium can be any usable medium that computer can access or
It is comprising data storage devices such as one or more usable mediums integrated server, data centers.The usable medium can be with
It is magnetic medium, (for example, floppy disk, hard disk, tape), 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, relational terms such as first and second and the like are used merely to a reality
Body or operation are distinguished with another entity or operation, are deposited without necessarily requiring or implying between these entities or operation
In any actual relationship or order or sequence.Moreover, the terms "include", "comprise" or its any other variant are intended to
Non-exclusive inclusion, so that the process, method, article or equipment including a series of elements is not only wanted including those
Element, but also including other elements that are not explicitly listed, or further include for this process, method, article or equipment
Intrinsic element.In the absence of more restrictions, the element limited by sentence "including a ...", it is not excluded that
There is also other identical elements in process, method, article or equipment including the 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 system reality
For applying example, since it is substantially similar to the method embodiment, so being described relatively simple, related place is referring to embodiment of the method
Part explanation.
Claims (11)
1. a kind of discrimination method of video brush amount characterized by comprising
It obtains the page watched time of video page in predetermined period and clicks page amount；
The click page amount and the page watched time are made into quotient, obtain the corresponding page clicking rate of the video page；
Obtain the broadcasting end source for playing the video page；
Reach corresponding first preset condition of the page clicking rate in the page clicking rate and the broadcasting end source reaches
When corresponding second preset condition in the broadcasting end source, the broadcasting of the video page is identified as the broadcasting of brush amount；Wherein, institute
Stating the first preset condition includes that the corresponding page watched time of the video page is greater than page watched time threshold value and the view
The corresponding page clicking rate of the frequency page is less than page clicking rate threshold value；
The method also includes:
Judge whether ratio shared by the end PC PC is greater than preset ratio in the broadcasting end source of the video page；
When the ratio shared by the end PC PC in the broadcasting end source of the video page is greater than preset ratio, determine described in
It plays end source and reaches corresponding second preset condition in the broadcasting end source.
2. the method according to claim 1, wherein the method also includes:
Judge whether the corresponding page watched time of the video page is greater than the corresponding first threshold of the page watched time；
When the corresponding page watched time of video page first threshold corresponding greater than the page watched time, judgement
Whether the corresponding page clicking rate of the video page is less than the corresponding second threshold of the page clicking rate；
When the corresponding page clicking rate of video page second threshold corresponding less than page clicking rate, the page is determined
Clicking rate reaches corresponding first preset condition of the page clicking rate.
3. method according to claim 1 or 2, which is characterized in that described to reach the page in the page clicking rate
Corresponding first preset condition of clicking rate and the broadcasting end source reach corresponding second preset condition in the broadcasting end source
When, the broadcasting of the video page is identified as the broadcasting of brush amount, comprising:
When the page clicking rate reaches corresponding first preset condition of the page clicking rate, the video page is determined
Play is that doubtful brush amount plays；
When the broadcasting end source reaches corresponding second preset condition in the broadcasting end source, determine what doubtful brush amount played
The broadcasting of the video page is the broadcasting of brush amount.
4. method according to claim 1 or 2, which is characterized in that described to obtain the broadcasting end for playing the video page
Source, comprising:
Obtain the corresponding page address of the video page；
The corresponding page video information of the video page is inquired by the page address；
The broadcasting end source of the video page is obtained from the page video information.
5. according to the method described in claim 4, it is characterized in that, identifying in the broadcasting by the video page as brush amount
It plays, later, the method also includes:
Feed back the page video information of the video page.
6. a kind of identification device of video brush amount characterized by comprising
First obtains module, for obtaining the page watched time of video page in predetermined period and clicking page amount；
It is corresponding to obtain the video page for the click page amount and the page watched time to be made quotient for computing module
Page clicking rate；
Second obtains module, for obtaining the broadcasting end source for playing the video page；
Identification module, for reaching corresponding first preset condition of the page clicking rate and described in the page clicking rate
When playing end source and reaching corresponding second preset condition in the broadcastings end source, the broadcasting of the video page is identified to brush
Amount plays；Wherein, first preset condition includes that the corresponding page watched time of the video page is greater than page viewing time
It counts threshold value and the corresponding page clicking rate of the video page is less than page clicking rate threshold value；
Described device further include:
Third judgment module, whether ratio shared by the end PC PC in the broadcasting end source for judging the video page
Greater than preset ratio；
Second determining module, for when in the broadcastings end source of the video page ratio shared by the end PC PC be greater than in advance
If when ratio, determining that the broadcasting end source reaches corresponding second preset condition in the broadcasting end source.
7. device according to claim 6, which is characterized in that described device further include:
First judgment module, for judging whether the corresponding page watched time of the video page is greater than the page viewing time
The corresponding first threshold of number；
Second judgment module, for being corresponded to when the corresponding page watched time of the video page greater than the page watched time
First threshold when, judge whether the corresponding page clicking rate of the video page is less than the page clicking rate corresponding second
Threshold value；
First determining module, for being less than corresponding second threshold of page clicking rate when the corresponding page clicking rate of the video page
When value, determine that the page clicking rate reaches corresponding first preset condition of the page clicking rate.
8. device according to claim 6 or 7, which is characterized in that the identification module includes:
First determines submodule, for reaching corresponding first preset condition of the page clicking rate when the page clicking rate
When, determine the broadcasting of the video page for the broadcasting of doubtful brush amount；
Second determines submodule, for reaching corresponding second preset condition in the broadcasting end source when the broadcasting end source
When, determine the broadcasting for the video page that doubtful brush amount plays for the broadcasting of brush amount.
9. device according to claim 6 or 7, which is characterized in that described second obtains module, comprising:
First acquisition submodule, for obtaining the corresponding page address of the video page；
Submodule is inquired, for inquiring the corresponding page video information of the video page by the page address；
Second acquisition submodule, for obtaining the broadcasting end source of the video page from the page video information.
10. device according to claim 9, which is characterized in that described device is also used to feed back the institute of the video page
State page video information.
11. a kind of electronic equipment, which is characterized in that including processor, communication interface, memory and communication bus, wherein described
Processor, the communication interface, the memory complete mutual communication by the communication bus；
The memory, for storing computer program；
The processor when for executing the program stored on the memory, realizes any side claim 1-5
Method step.
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| CN110381375B (en) * | 2018-04-13 | 2022-06-21 | 武汉斗鱼网络科技有限公司 | Method for determining data embezzlement, client and server |
| CN110381342B (en) * | 2018-04-13 | 2021-09-07 | 武汉斗鱼网络科技有限公司 | Information processing method and related equipment |
| CN110380843B (en) * | 2018-04-13 | 2022-12-02 | 武汉斗鱼网络科技有限公司 | Information processing method and related equipment |
| CN109241343B (en) * | 2018-07-27 | 2022-07-22 | 北京奇艺世纪科技有限公司 | System, method and device for identifying brush amount user |
| CN111368169B (en) * | 2018-12-25 | 2023-08-01 | 卓望数码技术（深圳）有限公司 | Method, device, equipment and storage medium for detecting brushing amount behavior |
| CN110290400B (en) * | 2019-07-29 | 2022-06-03 | 北京奇艺世纪科技有限公司 | Suspicious brushing amount video identification method, real playing amount estimation method and device |
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| CN114173138B (en) * | 2021-10-22 | 2023-08-22 | 广州新特珑电子有限公司 | Method, device, medium and equipment for processing abnormal video up master |
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