CN105872773B - The monitoring method and monitoring device of net cast - Google Patents
The monitoring method and monitoring device of net cast Download PDFInfo
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- CN105872773B CN105872773B CN201610383885.7A CN201610383885A CN105872773B CN 105872773 B CN105872773 B CN 105872773B CN 201610383885 A CN201610383885 A CN 201610383885A CN 105872773 B CN105872773 B CN 105872773B
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- 238000012544 monitoring process Methods 0.000 title claims abstract description 123
- 238000000034 method Methods 0.000 title claims abstract description 41
- 238000012806 monitoring device Methods 0.000 title claims abstract description 10
- 230000002452 interceptive effect Effects 0.000 claims abstract description 122
- 238000004458 analytical method Methods 0.000 claims abstract description 74
- 230000002159 abnormal effect Effects 0.000 claims abstract description 36
- 230000003993 interaction Effects 0.000 claims description 28
- 238000012545 processing Methods 0.000 claims description 20
- 230000036541 health Effects 0.000 abstract description 5
- 238000010586 diagram Methods 0.000 description 7
- 239000012141 concentrate Substances 0.000 description 6
- 238000004590 computer program Methods 0.000 description 5
- 238000004364 calculation method Methods 0.000 description 4
- 238000007405 data analysis Methods 0.000 description 3
- 238000005516 engineering process Methods 0.000 description 3
- 230000008901 benefit Effects 0.000 description 2
- 230000008878 coupling Effects 0.000 description 2
- 238000010168 coupling process Methods 0.000 description 2
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- 238000012546 transfer Methods 0.000 description 2
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- 238000012550 audit Methods 0.000 description 1
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- 230000005540 biological transmission Effects 0.000 description 1
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Classifications
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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]
- H04N21/40—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
- H04N21/44204—Monitoring of content usage, e.g. the number of times a movie has been viewed, copied or the amount which has been watched
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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]
- H04N21/40—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
-
- 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
- H04N21/47—End-user applications
- H04N21/478—Supplemental services, e.g. displaying phone caller identification, shopping application
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- Databases & Information Systems (AREA)
- Multimedia (AREA)
- Signal Processing (AREA)
- Computer Networks & Wireless Communication (AREA)
- Health & Medical Sciences (AREA)
- General Health & Medical Sciences (AREA)
- Social Psychology (AREA)
- Testing, Inspecting, Measuring Of Stereoscopic Televisions And Televisions (AREA)
Abstract
The present invention provides the monitoring method of net cast and the monitoring device of net cast, the monitoring method include: with predetermined monitoring frequency acquisition in scheduled duration in net cast platform the quantity of video-see user and watch user interactive data quantity；The quantity of quantity and viewing user interactive data to video-see user is analyzed and processed, and determines the monitoring analysis result for being directed to the net cast platform；Judge whether monitoring analysis result meets scheduled abnormal Rule of judgment；And if judge that monitoring analysis result meets scheduled abnormal Rule of judgment, determine that there are improper contents for live video of the net cast platform in scheduled duration.Above-mentioned technical proposal passes through the data variation in all kinds of situations in analysis video platform, to achieve the purpose that rapid and judge that live video of the net cast platform in scheduled duration with the presence or absence of improper content, provides reliable guarantee for the legal operation of the health of net cast platform in time.
Description
Technical field
The present invention relates to field of computer technology, specifically, the present invention relates to a kind of monitoring methods of net cast, and
A kind of monitoring device of net cast.
Background technique
With the development of internet, network video playing platform becomes a big mainstream of current network video, current network
The broadcasting form of video playing platform mainly has live form and recorded broadcast form, domestic at present the most popular with live form.Its
In, a series of activities in network video playing platform is responsible for participation by main broadcaster mostly, and takes on hosting work by main broadcaster,
90% network main broadcaster possesses the direct broadcasting room of oneself in major live streaming platform website.Spectators can be in the live streaming platform where main broadcaster
Website inputs main broadcaster's title or the modes such as channel number and room number, searches and enters its direct broadcasting room, can also log in related main broadcaster
Main broadcaster's information and direct broadcasting room are inquired in national network main broadcaster's data information library of net.Recorded broadcast form needs to record section in advance
Then the program video file recorded is uploaded to video website by mesh, video website carries out audit publication to its program, viewing
The user of video can enter video website, watch the program of main broadcaster.
During watching main broadcaster's program, it is each viewing video user between can according to video content real-time interactive,
In the case where main broadcaster is online, main broadcaster can also carry out real-time interactive with the user of each viewing video, and the message of interaction can be with
The form of text box occurs, and can also occur in the form of barrage.Barrage is referred to the comment largely shown in the form of subtitle while gone out
Existing phenomenon, barrage can give spectators' illusion of a kind of " real-time interactive ", although the sending time different from of different barrages,
Be its only can in video specific one time point occur, therefore the barrage mutually sent in the same time substantially also have it is identical
Theme, just have an illusion commented on simultaneously with other spectators when participating in comment, therefore there is very strong topic, Neng Gouyou
The enthusiasm for improving spectators and participating in comment of effect.Main broadcaster can be attracted by playing various types of videos in video platform
A large amount of spectators' viewing, and by way of such as barrage and audience interaction, so that main broadcaster itself popularity is improved, meanwhile, main broadcaster
The virtual present for receiving spectators can also be exchanged into the modes such as actual RMB to obtain income.Some main broadcasters are in order to mention
The popularity of height itself increases income, the video comprising illegal contents can be played in video platform, it is therefore desirable to video
Video content in platform is monitored and manages.
In the prior art, network direct broadcasting supervisor needs manually be monitored to video-frequency playing content for 24 hours, supervisor
Need to look over so as to check the real-time live broadcast screenshot of magnanimity for each person every day, and it is tired to be easy to produce vision during identifying picture for a long time due to human eye
Labor, therefore the monitor mode are easy to happen leakage to see the case where including illegal contents picture, and very waste of manpower resource.
Therefore, it is necessary to a kind of monitoring schemes of net cast, quickly judge during platform is broadcast live in monitor video
Whether the video content that net cast platform plays is legal, provides reliable guarantor for the legal operation of the health of net cast platform
Barrier.
Summary of the invention
To overcome above-mentioned technical problem or at least being partially solved above-mentioned technical problem, spy proposes following technical scheme:
The embodiment of the present invention proposes a kind of monitoring method of net cast, comprising:
With the quantity and sight of predetermined monitoring frequency acquisition video-see user in net cast platform in scheduled duration
See the quantity of user interactive data；
The quantity of quantity and viewing user interactive data to video-see user is analyzed and processed, and is determined to be directed to and is somebody's turn to do
The monitoring analysis result of net cast platform；
Judge whether monitoring analysis result meets scheduled abnormal Rule of judgment；And
If judging, monitoring analysis result meets scheduled abnormal Rule of judgment, determines net cast platform in scheduled duration
Live video there are improper contents.
Preferably, the quantity to video-see user and the quantity of viewing user interactive data are analyzed and processed, really
Surely it is directed to the monitoring analysis result of the net cast platform, comprising:
Calculate in scheduled duration in net cast platform the increment of video-see user and viewing user interactive data
Increment.
Preferably, judge whether monitoring analysis result meets scheduled abnormal Rule of judgment, include at least one of the following:
Whether the increment for judging the video-see user in net cast platform in scheduled duration is more than video-see user
Delta threshold；
Whether the increment for judging to watch user interactive data in net cast platform in scheduled duration is more than viewing user
Interaction data delta threshold；
Whether the quantity for judging the video-see user in net cast platform in scheduled duration is more than video-see user
Amount threshold；
Whether the quantity for judging to watch user interactive data in net cast platform in scheduled duration is more than viewing user
Interaction data amount threshold；
Judge in scheduled duration the increment of video-see user and viewing user interactive data in net cast platform
Whether the ratio of increment is more than predetermined ratio threshold interval.
Optionally, this method further include:
The predetermined level of video playing person according to net cast platform, determines the corresponding video observing of net cast platform
See user's delta threshold, viewing user interactive data delta threshold, video-see number of users threshold value, viewing user interactive data
At least one of in amount threshold, predetermined ratio threshold interval.
Optionally, this method further include:
If it is determined that live video of the net cast platform in scheduled duration there are improper content, obtains and live video
Corresponding live video relevant information；
Corresponding warning message is generated according to live video relevant information；
Wherein, live video relevant information includes at least one of the following:
Video clip, video interception, the network address information of net cast platform.
Optionally, this method further include:
Warning message is sent to predetermined object according to predetermined way.
Preferably, corresponding warning message is generated according to live video relevant information, comprising:
Corresponding alert levels are determined according to monitoring analysis result；
According to live video relevant information, and alert levels is combined to generate corresponding warning message.
Optionally, however, it is determined that live video of the net cast platform in scheduled duration is there are improper content, then the party
Method further include:
Judge whether scheduled duration is in the initial time interval of net cast platform live video and/or scheduled duration
Whether the video playing person of interior net cast platform has sent the data information of predefined type to video-see user；
If so, ignoring the subsequent processing for the live video in scheduled duration.
Another embodiment of the present invention proposes a kind of monitoring device of net cast, comprising:
Acquisition module is used to acquire in scheduled duration video-see user in net cast platform with predetermined monitoring frequency
Quantity and watch user interactive data quantity；
Determining module is analyzed, is divided for the quantity to video-see user and the quantity for watching user interactive data
Analysis processing, determines the monitoring analysis result for being directed to the net cast platform；
First judgment module, for judging whether monitoring analysis result meets scheduled abnormal Rule of judgment；And
First determining module, if determining that video is straight for judging that monitoring analysis result meets scheduled abnormal Rule of judgment
Broadcasting live video of the platform in scheduled duration, there are improper contents.
Preferably, determining module is analyzed, comprising:
Computing unit, for calculating the increment of video-see user and viewing in net cast platform in scheduled duration
The increment of user interactive data.
Preferably, first judgment module, at least one of following:
Whether the increment for judging the video-see user in net cast platform in scheduled duration is more than video-see user
Delta threshold；
Whether the increment for judging to watch user interactive data in net cast platform in scheduled duration is more than viewing user
Interaction data delta threshold；
Whether the quantity for judging the video-see user in net cast platform in scheduled duration is more than video-see user
Amount threshold；
Whether the quantity for judging to watch user interactive data in net cast platform in scheduled duration is more than viewing user
Interaction data amount threshold；
Judge in scheduled duration the increment of video-see user and viewing user interactive data in net cast platform
Whether the ratio of increment is more than predetermined ratio threshold interval.
Optionally, the device further include:
Second determining module determines that the video is straight for the predetermined level of the video playing person according to net cast platform
Broadcast the corresponding video-see user delta threshold of platform, viewing user interactive data delta threshold, video-see number of users threshold
Value, viewing user interactive data amount threshold, in predetermined ratio threshold interval at least one of.
Optionally, the device further include:
Obtain module, for if it is determined that live video of the net cast platform in scheduled duration there are improper content,
Obtain live video relevant information corresponding with live video；
Generation module, for generating corresponding warning message according to live video relevant information；
Wherein, live video relevant information includes at least one of the following:
Video clip, video interception, the network address information of net cast platform.
Optionally, the device further include:
Sending module, for sending warning message to predetermined object according to predetermined way.
Preferably, generation module includes:
Determination unit, for determining corresponding alert levels according to monitoring analysis result；
Generation unit for foundation live video relevant information, and combines alert levels to generate corresponding warning message.
Optionally, however, it is determined that there are improper contents for live video of the net cast platform in scheduled duration, then the dress
It sets further include:
Second judgment module, for judging whether scheduled duration is in the initial time area of net cast platform live video
In and/or scheduled duration in the video playing person of net cast platform whether to video-see user have sent predefined type
Data information；
Ignore module, for if so, ignoring the subsequent processing for the live video in scheduled duration.
In the embodiment of the present invention, a kind of monitoring scheme of net cast is proposed, is acquired with predetermined monitoring frequency pre-
The quantity of video-see user and the quantity of viewing user interactive data, are net cast in the long interior net cast platform of timing
Monitoring analysis provide reliable data foundation, and there is no omitting monitoring, while ensure that the timeliness of monitoring；
Then, the quantity to video-see user and the quantity of viewing user interactive data are analyzed and processed, and are determined and are directed to the view
The monitoring analysis of frequency live streaming platform as a result, and judge whether monitoring analysis result meets scheduled abnormal Rule of judgment, if judgement
Monitoring analysis result meets scheduled abnormal Rule of judgment, determines that live video of the net cast platform in scheduled duration exists
Improper content realizes the data variation that can be analyzed in video platform in all kinds of situations, to reach rapid and sentence in time
Disconnected live video of the net cast platform in scheduled duration out whether there is the purpose of improper content, be net cast platform
The legal operation of health provide reliable guarantee.
The additional aspect of the present invention and advantage will be set forth in part in the description, these will become from the following description
Obviously, or practice through the invention is recognized.
Detailed description of the invention
Above-mentioned and/or additional aspect and advantage of the invention will become from the following description of the accompanying drawings of embodiments
Obviously and it is readily appreciated that, in which:
Fig. 1 is the flow diagram of the monitoring method of the net cast of one embodiment in the present invention；
Fig. 2 is the structural schematic diagram of the monitoring device of the net cast of another embodiment in the present invention.
Specific embodiment
The embodiment of the present invention is described below in detail, examples of the embodiments are shown in the accompanying drawings, wherein from beginning to end
Same or similar label indicates same or similar element or element with the same or similar functions.Below with reference to attached
The embodiment of figure description is exemplary, and for explaining only the invention, and is not construed as limiting the claims.
Those skilled in the art of the present technique are appreciated that unless expressly stated, singular " one " used herein, " one
It is a ", " described " and "the" may also comprise plural form.It is to be further understood that being arranged used in specification of the invention
Diction " comprising " refer to that there are the feature, integer, step, operation, element and/or component, but it is not excluded that in the presence of or addition
Other one or more features, integer, step, operation, element, component and/or their group.It should be understood that when we claim member
Part is " connected " or when " coupled " to another element, it can be directly connected or coupled to other elements, or there may also be
Intermediary element.In addition, " connection " used herein or " coupling " may include being wirelessly connected or wirelessly coupling.It is used herein to arrange
Diction "and/or" includes one or more associated wholes for listing item or any cell and all combinations.
Those skilled in the art of the present technique are appreciated that unless otherwise defined, all terms used herein (including technology art
Language and scientific term), there is meaning identical with the general understanding of those of ordinary skill in fields of the present invention.Should also
Understand, those terms such as defined in the general dictionary, it should be understood that have in the context of the prior art
The consistent meaning of meaning, and unless idealization or meaning too formal otherwise will not be used by specific definitions as here
To explain.
Fig. 1 is the flow diagram of the monitoring method of the net cast of one embodiment in the present invention.
In the embodiment of the present invention, Description of content performed by each step is as follows:
Step S110: with the number of predetermined monitoring frequency acquisition video-see user in net cast platform in scheduled duration
The quantity of amount and viewing user interactive data；
Step S120: the quantity of quantity and viewing user interactive data to video-see user is analyzed and processed,
Determine the monitoring analysis result for being directed to the net cast platform；
Step S130: judge whether monitoring analysis result meets scheduled abnormal Rule of judgment；And
Step S140: if judging, monitoring analysis result meets scheduled abnormal Rule of judgment, determines that net cast platform exists
There are improper contents for live video in scheduled duration.
In the embodiment of the present invention, a kind of monitoring method of net cast is proposed, is acquired with predetermined monitoring frequency pre-
The quantity of video-see user and the quantity of viewing user interactive data, are net cast in the long interior net cast platform of timing
Monitoring analysis provide reliable data foundation, and there is no omitting monitoring, while ensure that the timeliness of monitoring；
Then, the quantity to video-see user and the quantity of viewing user interactive data are analyzed and processed, and are determined and are directed to the view
The monitoring analysis of frequency live streaming platform as a result, and judge whether monitoring analysis result meets scheduled abnormal Rule of judgment, if judgement
Monitoring analysis result meets scheduled abnormal Rule of judgment, determines that live video of the net cast platform in scheduled duration exists
Improper content realizes the data variation that can be analyzed in video platform in all kinds of situations, to reach rapid and sentence in time
Disconnected live video of the net cast platform in scheduled duration out whether there is the purpose of improper content, be net cast platform
The legal operation of health provide reliable guarantee.
Further, the warning message of corresponding alert levels is generated according to monitoring analysis result, monitoring personnel can be first
Quick obtaining plays the relevant information of the live video comprising illegal contents in time, is conducive to monitoring personnel quickly in time to view
Frequency live streaming platform takes appropriate measures.
Specific implementation below for each step is described further:
Step S110: with the number of predetermined monitoring frequency acquisition video-see user in net cast platform in scheduled duration
The quantity of amount and viewing user interactive data.
For example, with predetermined monitoring frequency, such as every 5 minutes primary, and acquisition is in scheduled duration, such as 5 in net cast platform
The quantity of video-see user is 1000 people and watches the quantity of user interactive data and be in net cast platform in minute
1300.
It should be noted that the predetermined monitoring frequency and scheduled duration in the present invention can be adjusted according to monitored results dynamic
Whole, once monitoring judges to determine in the net cast platform improper data occurred such as in past one week, then by the view
The frequency live streaming predetermined monitoring frequency of platform, such as every 5 minutes primary monitoring frequencies are adjusted to monitoring frequency once every minute, come
Acquisition is in scheduled duration, and the quantity of video-see user and viewing user hand in net cast platform such as in every 10 seconds
The quantity of mutual data.
Step S120: the quantity of quantity and viewing user interactive data to video-see user is analyzed and processed,
Determine the monitoring analysis result for being directed to the net cast platform.
Specifically, the quantity to collected video-see user and the quantity of viewing user interactive data count
Analysis or calculation processing determine the statistic analysis result or calculation processing result for being directed to the net cast platform.
For example, with predetermined monitoring frequency, every 5 minutes primary, and acquisition is in scheduled duration, such as 5 points in net cast platform
Clock, the quantity of video-see user is 1000 people in interior net cast platform and to watch the quantity of user interactive data be 1300
Quantity 1300 of item, 1000 people of quantity and viewing user interactive data to collected video-see user analyze
Processing, the determining monitoring analysis for the net cast platform is as a result, quantity and past as determined video-see user are pre-
The quantity increment of the quantity of video-see user is compared in length of fixing time quantity increment data and viewing user interactive data
Deng.
Preferably, step S120 analyzes the quantity of video-see user and the quantity of viewing user interactive data
The step of processing, the determining monitoring analysis result for being directed to the net cast platform further comprises that step S121 (does not show in figure
Out):
Step S121: calculate in scheduled duration in net cast platform the increment of video-see user and viewing user
The increment of interaction data.
For example, with predetermined monitoring frequency, every 5 minutes primary in net cast platform, acquire at scheduled duration 5 minutes
The quantity of video-see user is 1000 people in interior net cast platform and viewing amount of user interaction is 1300, then,
This is collected into 1000 people of quantity of video-see user in net cast platform in 5 minutes and watches user interactive data
Quantity 1300 are used with 500 people of video-see number of users in net cast platform in collected 5 minutes of last time and viewing
Quantity 300 comparisons of family interaction data, are calculated in scheduled duration 5 minutes video-see user in net cast platform
Increment be 800 people and watch user interactive data increment be 1000.
Step S130: judge whether monitoring analysis result meets scheduled abnormal Rule of judgment.
Specifically, judge whether monitoring analysis result meets scheduled abnormal Rule of judgment, include at least one of the following:
1) whether the increment for judging the video-see user in net cast platform in scheduled duration is more than that video-see is used
Family delta threshold；
For example, being according to the increment that the video-see user in net cast platform in scheduled duration 5 minutes is calculated
800 people and video-see user's delta threshold are 500 people, judge in scheduled duration 5 minutes video observing in net cast platform
See that 800 people of increment of user has been more than 500 people of video-see user delta threshold.In a short time, in net cast platform
The quantity of video-see user is increased sharply, more than the threshold value of normal users increment, it is likely to due to being broadcast live in net cast platform
Content include invalid information, thus attract video-see user concentrate pour in net cast platform.
2) whether the increment for judging to watch user interactive data in net cast platform in scheduled duration is more than that viewing is used
Family interaction data delta threshold；
For example, according to the increasing for watching user interactive data in net cast platform in scheduled duration 5 minutes is calculated
Amount is 1000 and viewing user interactive data delta threshold is 800, judges the net cast platform in scheduled duration 5 minutes
Increment 1000 of middle viewing user interactive data have been more than viewing user interactive data delta threshold 800.In a short time,
The quantity of viewing user interactive data in net cast platform is increased sharply, and is more than normal viewing user interactive data delta threshold,
The content for being likely due to be broadcast live in net cast platform includes invalid information, to transfer video-see user in video
It is enthusiastically interacted in live streaming platform.
3) whether the quantity for judging the video-see user in net cast platform in scheduled duration is more than that video-see is used
Family amount threshold；
For example, being according to the quantity for collecting the video-see user in net cast platform in scheduled duration 5 minutes
500 people of 1000 people and video-see number of users threshold value judges in scheduled duration 5 minutes video-see in net cast platform
1000 people of quantity of user has been more than 500 people of video-see number of users threshold value.In a short time, the view in net cast platform
The quantity of frequency viewing user is increased sharply, more than the threshold value of normal users quantity, it is likely to due to what is be broadcast live in net cast platform
Content includes invalid information, so that attracting video-see user to concentrate pours in net cast platform.
4) whether the quantity for judging to watch user interactive data in net cast platform in scheduled duration is more than that viewing is used
Family interaction data amount threshold；
For example, according to the quantity for watching user interactive data in net cast platform in scheduled duration 5 minutes is collected
For 1300 and viewing user interactive data amount threshold 1000, judge in scheduled duration 5 minutes in net cast platform
Quantity 1300 for watching user interactive data have been more than viewing user interactive data amount threshold 1000.In a short time,
The quantity of video-see user and the quantity of viewing user interactive data are increased sharply in net cast platform, are more than that normal video is watched
The quantity of user and the quantity of viewing user interactive data, it is likely to since the content being broadcast live in net cast platform includes non-
Method information, so that attracting video-see user to concentrate pours in net cast platform.
5) judge in scheduled duration the increment of video-see user and viewing user interactive data in net cast platform
The ratio of increment whether be more than predetermined ratio threshold interval.
For example, according to the increment 800 that the video-see user in net cast platform in scheduled duration 5 minutes is calculated
Increment 1000 ratio 0.8 and predetermined ratio threshold interval of people and viewing user interactive data are greater than 0.1 and to be less than
0.5, judge in scheduled duration 5 minutes the increment of video-see user and viewing user interactive data in net cast platform
The ratio 0.8 of increment be not belonging to predetermined ratio threshold interval greater than 0.1 and less than 0.5 in value.In a short time, net cast
The quantity of viewing user interactive data in platform is increased sharply, more than the quantity of normal viewing user interactive data, it is likely to by
The content being broadcast live in net cast platform includes invalid information, so that it is flat to attract video-see user concentration to pour in net cast
Platform.
In another example according to the increment that the video-see user in net cast platform in scheduled duration 5 minutes is calculated
Increment 1000 ratio 0.01 and predetermined ratio threshold interval of 10 people and viewing user interactive data are greater than 0.1 and small
In 0.5, the increment of video-see user and viewing user interactive data in net cast platform are judged in scheduled duration 5 minutes
Increment ratio 0.01 be not belonging to predetermined ratio threshold interval greater than 0.1 and less than 0.5 in value.In a short time, although
The quantity of video-see user in net cast platform is not increased sharply, but the viewing user interactive data in net cast platform
Quantity increase sharply, more than the quantity of the normal interaction data of history of normal quantity viewing user, it is likely to since video is straight
Broadcasting the content being broadcast live in platform includes invalid information, so that it is enthusiastically mutual in net cast platform to have transferred video-see user
It is dynamic.
Step S140: if judging, monitoring analysis result meets scheduled abnormal Rule of judgment, determines that net cast platform exists
There are improper contents for live video in scheduled duration.
For example, according to judging that 800 people of increment of the video-see user in net cast platform in scheduled duration 5 minutes is super
500 people of video-see user delta threshold has been crossed, can determine whether that monitoring analysis result meets scheduled abnormal Rule of judgment, determine view
There are improper contents for live video of the frequency live streaming platform in scheduled duration 5 minutes.
In a preferred embodiment, this method further comprises step S150 (in figure other than step shown in FIG. 1
It is not shown):
Step S150: the predetermined level of the video playing person according to net cast platform determines the net cast platform phase
Video-see user delta threshold, viewing user interactive data delta threshold, video-see number of users threshold value, the viewing use answered
At least one of in family interaction data amount threshold, predetermined ratio threshold interval.
It should be noted that since the degree that the video playing person of different temperatures is concerned is different, therefore need according to video
Predetermined level of the broadcaster in net cast platform, to determine that different brackets video playing person is corresponding in the net cast platform
Video-see user delta threshold, viewing user interactive data delta threshold, video-see number of users threshold value, viewing user
At least one of in interaction data amount threshold, predetermined ratio threshold interval.
For example, the predetermined level of the video playing person according to net cast platform such as star main broadcaster, determines the net cast
In the predetermined time, video-see user's delta threshold is 200 people, viewing user interactive data increment to platform accordingly such as in 5 minutes
Threshold value 500, video-see number of users threshold value are 1000 people, viewing user interactive data amount threshold 1000, predetermined ratio
Example threshold interval is greater than 0.1 and less than 1；For example common main broadcaster of predetermined level of video playing person according to net cast platform,
Determine that corresponding video-see user's delta threshold is 50 people to the net cast platform such as in 5 minutes, viewing is used in the predetermined time
Family interaction data delta threshold 100, video-see number of users threshold value are 200 people, viewing user interactive data amount threshold
500, predetermined ratio threshold interval be greater than 0.1 and less than 1.
In a preferred embodiment, this method further includes step S160 other than step shown in FIG. 1 and step S150
(not shown) and step S170 (not shown):
Step S160: it if it is determined that there are improper contents for live video of the net cast platform in scheduled duration, obtains
Live video relevant information corresponding with live video；
Step S170: corresponding warning message is generated according to live video relevant information；
Wherein, live video relevant information includes at least one of the following:
Video clip, video interception, the network address information of net cast platform.
Such as, however, it is determined that there are improper contents for live video of the net cast platform in scheduled duration 5 minutes, obtain
Live video relevant information corresponding with live video, video clip including the live video in the scheduled duration 5 minutes,
Video interception and the network address information of the net cast platform such as " http://www.ABC.com/DEF.htm ", and foundation
Above-mentioned live video relevant information generates corresponding warning message, and such as: ## direct broadcasting room is playing the video comprising illegal contents,
The network address of the direct broadcasting room is " http://www.ABC.com/DEF.htm ".
Preferably, step S170 further comprises according to the step of live video relevant information generation corresponding warning message
Step S171 (not shown) and step S172 (not shown):
Step S171: corresponding alert levels are determined according to monitoring analysis result；
Step S172: according to live video relevant information, and alert levels is combined to generate corresponding warning message.
Wherein, if judge that monitoring analysis result meets 1 in above-mentioned Rule of judgment scheduled abnormal Rule of judgment,
Determine that corresponding alert levels are 3 grades；If judge monitoring analysis result meet 2 in above-mentioned Rule of judgment or 3 it is scheduled
When abnormal Rule of judgment, determine that corresponding alert levels are 2 grades；If judging, monitoring analysis result meets in above-mentioned Rule of judgment
When all 4 scheduled abnormal Rule of judgment, determine that corresponding alert levels are 1 grade, wherein alert levels are from high to low successively
Are as follows: 1 grade, 2 grades and 3 grades.The mode for determining corresponding alert levels may include various ways, it is not limited here.
For example, determine that corresponding alert levels are second level according to monitoring analysis result, according to live video relevant information, and
It is that second level generates corresponding warning message in conjunction with alert levels, such as: orange alarm！## direct broadcasting room is playing comprising illegal contents
Video, the network address of the direct broadcasting room is " http://www.ABC.com/DEF.htm ".
In a preferred embodiment, this method is in addition to step shown in FIG. 1, step S150, step S160 and step S170
Outside, further include step S180 (not shown):
Step S180: warning message is sent to predetermined object according to predetermined way.
For example, sending alarm as the monitoring interface of monitoring user is popped up to monitoring user in predetermined object according to predetermined way
Information, and alarm song is played by playback equipment.
Preferably, this method further includes judging whether scheduled duration is in the initial time of net cast platform live video
Whether the video playing person of net cast platform to video-see user has sent predefined type in section and/or in scheduled duration
Data information；If so, ignoring the subsequent processing for the live video in scheduled duration.
For example, judge scheduled duration, such as 5 minutes, whether net cast platform live video is in the 5 minutes time
Initial time interval in, as video playing person log in net cast platform start play live video time for starting when
Between, to the time interval and/or scheduled duration in the 10th minute of live video broadcasting, such as 5 minutes, interior net cast was flat
Whether the video playing person of platform has sent the data information of predefined type to video-see user, as the data of virtual present are believed
Breath, data information of virtual red packet etc., if judgement is the subsequent place ignored for the live video in scheduled duration 5 minutes
Reason, if do not generated corresponding warning message；Or warning message is not sent generating warning message.
It should be noted that the step of ignoring the execution for the subsequent processing of the live video in scheduled duration can be
It executes, can also be executed after step S170 before step S160.
In addition, it should be understood that, in one embodiment, the net cast platform can be broadcasting
Perhaps a main broadcaster room is also possible to multiple video playing rooms or main broadcaster room for one video playing room of specific content,
The present invention is not limited thereto.
Fig. 2 is the structural schematic diagram of the monitoring device of the net cast of another embodiment in the present invention.
In the embodiment of the present invention, Description of content performed by each module is as follows:
Acquisition module 210 is used to acquire in scheduled duration video-see use in net cast platform with predetermined monitoring frequency
The quantity at family and the quantity for watching user interactive data；
Determining module 220 is analyzed to be used for the quantity to video-see user and watch the quantity progress of user interactive data
Analysis processing, determines the monitoring analysis result for being directed to the net cast platform；
First judgment module 230 is for judging whether monitoring analysis result meets scheduled abnormal Rule of judgment；And
If the first determining module 240 determines video for judging that monitoring analysis result meets scheduled abnormal Rule of judgment
Live video of the platform in scheduled duration is broadcast live, and there are improper contents.
In the embodiment of the present invention, a kind of monitoring device of net cast is proposed, is acquired with predetermined monitoring frequency pre-
The quantity of video-see user and the quantity of viewing user interactive data, are net cast in the long interior net cast platform of timing
Monitoring analysis provide reliable data foundation, and there is no omitting monitoring, while ensure that the timeliness of monitoring；
Then, the quantity to video-see user and the quantity of viewing user interactive data are analyzed and processed, and are determined and are directed to the view
The monitoring analysis of frequency live streaming platform as a result, and judge whether monitoring analysis result meets scheduled abnormal Rule of judgment, if judgement
Monitoring analysis result meets scheduled abnormal Rule of judgment, determines that live video of the net cast platform in scheduled duration exists
Improper content realizes the data variation that can be analyzed in video platform in all kinds of situations, to reach rapid and sentence in time
Disconnected live video of the net cast platform in scheduled duration out whether there is the purpose of improper content, be net cast platform
The legal operation of health provide reliable guarantee.
Further, the warning message of corresponding alert levels is generated according to monitoring analysis result, monitoring personnel can be first
Quick obtaining plays the relevant information of the live video comprising illegal contents in time, is conducive to monitoring personnel quickly in time to view
Frequency live streaming platform takes appropriate measures.
Specific implementation below for modules is described further:
Acquisition module 210 is used to acquire in scheduled duration video-see use in net cast platform with predetermined monitoring frequency
The quantity at family and the quantity for watching user interactive data.
For example, with predetermined monitoring frequency, such as every 5 minutes primary, and acquisition is in scheduled duration, such as 5 in net cast platform
The quantity of video-see user is 1000 people and watches the quantity of user interactive data and be in net cast platform in minute
1300.
It should be noted that the predetermined monitoring frequency and scheduled duration in the present invention can be adjusted according to monitored results dynamic
Whole, once monitoring judges to determine in the net cast platform improper data occurred such as in past one week, then by the view
The frequency live streaming predetermined monitoring frequency of platform, such as every 5 minutes primary monitoring frequencies are adjusted to monitoring frequency once every minute, come
Acquisition is in scheduled duration, and the quantity of video-see user and viewing user hand in net cast platform such as in every 10 seconds
The quantity of mutual data.
Determining module 220 is analyzed to be used for the quantity to video-see user and watch the quantity progress of user interactive data
Analysis processing, determines the monitoring analysis result for being directed to the net cast platform.
Specifically, the quantity to collected video-see user and the quantity of viewing user interactive data count
Analysis or calculation processing determine the statistic analysis result or calculation processing result for being directed to the net cast platform.
For example, with predetermined monitoring frequency, every 5 minutes primary, and acquisition is in scheduled duration, such as 5 points in net cast platform
Clock, the quantity of video-see user is 1000 people in interior net cast platform and to watch the quantity of user interactive data be 1300
Quantity 1300 of item, 1000 people of quantity and viewing user interactive data to collected video-see user analyze
Processing, the determining monitoring analysis for the net cast platform is as a result, quantity and past as determined video-see user are pre-
The quantity increment of the quantity of video-see user is compared in length of fixing time quantity increment data and viewing user interactive data
Deng.
Preferably, analysis determining module 220 further comprises computing unit (not shown):
Computing unit is for calculating the increment of video-see user and viewing in net cast platform in scheduled duration
The increment of user interactive data.
For example, with predetermined monitoring frequency, every 5 minutes primary in net cast platform, acquire at scheduled duration 5 minutes
The quantity of video-see user is 1000 people in interior net cast platform and viewing amount of user interaction is 1300, then,
This is collected into 1000 people of quantity of video-see user in net cast platform in 5 minutes and watches user interactive data
Quantity 1300 are used with 500 people of video-see number of users in net cast platform in collected 5 minutes of last time and viewing
Quantity 300 comparisons of family interaction data, are calculated in scheduled duration 5 minutes video-see user in net cast platform
Increment be 800 people and watch user interactive data increment be 1000.
First judgment module 230 is for judging whether monitoring analysis result meets scheduled abnormal Rule of judgment.
Specifically, judge whether monitoring analysis result meets scheduled abnormal Rule of judgment, include at least one of the following:
1) whether the increment for judging the video-see user in net cast platform in scheduled duration is more than that video-see is used
Family delta threshold；
For example, being according to the increment that the video-see user in net cast platform in scheduled duration 5 minutes is calculated
800 people and video-see user's delta threshold are 500 people, judge in scheduled duration 5 minutes video observing in net cast platform
See that 800 people of increment of user has been more than 500 people of video-see user delta threshold.In a short time, in net cast platform
The quantity of video-see user is increased sharply, more than the threshold value of normal users increment, it is likely to due to being broadcast live in net cast platform
Content include invalid information, thus attract video-see user concentrate pour in net cast platform.
2) whether the increment for judging to watch user interactive data in net cast platform in scheduled duration is more than that viewing is used
Family interaction data delta threshold；
For example, according to the increasing for watching user interactive data in net cast platform in scheduled duration 5 minutes is calculated
Amount is 1000 and viewing user interactive data delta threshold is 800, judges the net cast platform in scheduled duration 5 minutes
Increment 1000 of middle viewing user interactive data have been more than viewing user interactive data delta threshold 800.In a short time,
The quantity of viewing user interactive data in net cast platform is increased sharply, and is more than normal viewing user interactive data delta threshold,
The content for being likely due to be broadcast live in net cast platform includes invalid information, to transfer video-see user in video
It is enthusiastically interacted in live streaming platform.
3) whether the quantity for judging the video-see user in net cast platform in scheduled duration is more than that video-see is used
Family amount threshold；
For example, being according to the quantity for collecting the video-see user in net cast platform in scheduled duration 5 minutes
500 people of 1000 people and video-see number of users threshold value judges in scheduled duration 5 minutes video-see in net cast platform
1000 people of quantity of user has been more than 500 people of video-see number of users threshold value.In a short time, the view in net cast platform
The quantity of frequency viewing user is increased sharply, more than the threshold value of normal users quantity, it is likely to due to what is be broadcast live in net cast platform
Content includes invalid information, so that attracting video-see user to concentrate pours in net cast platform.
4) whether the quantity for judging to watch user interactive data in net cast platform in scheduled duration is more than that viewing is used
Family interaction data amount threshold；
For example, according to the quantity for watching user interactive data in net cast platform in scheduled duration 5 minutes is collected
For 1300 and viewing user interactive data amount threshold 1000, judge in scheduled duration 5 minutes in net cast platform
Quantity 1300 for watching user interactive data have been more than viewing user interactive data amount threshold 1000.In a short time,
The quantity of video-see user and the quantity of viewing user interactive data are increased sharply in net cast platform, are more than that normal video is watched
The quantity of user and the quantity of viewing user interactive data, it is likely to since the content being broadcast live in net cast platform includes non-
Method information, so that attracting video-see user to concentrate pours in net cast platform.
5) judge in scheduled duration the increment of video-see user and viewing user interactive data in net cast platform
The ratio of increment whether be more than predetermined ratio threshold interval.
For example, according to the increment 800 that the video-see user in net cast platform in scheduled duration 5 minutes is calculated
Increment 1000 ratio 0.8 and predetermined ratio threshold interval of people and viewing user interactive data are greater than 0.1 and to be less than
0.5, judge in scheduled duration 5 minutes the increment of video-see user and viewing user interactive data in net cast platform
The ratio 0.8 of increment be not belonging to predetermined ratio threshold interval greater than 0.1 and less than 0.5 in value.In a short time, net cast
The quantity of viewing user interactive data in platform is increased sharply, more than the quantity of normal viewing user interactive data, it is likely to by
The content being broadcast live in net cast platform includes invalid information, so that it is flat to attract video-see user concentration to pour in net cast
Platform.
In another example according to the increment that the video-see user in net cast platform in scheduled duration 5 minutes is calculated
Increment 1000 ratio 0.01 and predetermined ratio threshold interval of 10 people and viewing user interactive data are greater than 0.1 and small
In 0.5, the increment of video-see user and viewing user interactive data in net cast platform are judged in scheduled duration 5 minutes
Increment ratio 0.01 be not belonging to predetermined ratio threshold interval greater than 0.1 and less than 0.5 in value.In a short time, although
The quantity of video-see user in net cast platform is not increased sharply, but the viewing user interactive data in net cast platform
Quantity increase sharply, more than the quantity of the normal interaction data of history of normal quantity viewing user, it is likely to since video is straight
Broadcasting the content being broadcast live in platform includes invalid information, so that it is enthusiastically mutual in net cast platform to have transferred video-see user
It is dynamic.
If the first determining module 240 determines video for judging that monitoring analysis result meets scheduled abnormal Rule of judgment
Live video of the platform in scheduled duration is broadcast live, and there are improper contents.
For example, according to judging that 800 people of increment of the video-see user in net cast platform in scheduled duration 5 minutes is super
500 people of video-see user delta threshold has been crossed, can determine whether that monitoring analysis result meets scheduled abnormal Rule of judgment, determine view
There are improper contents for live video of the frequency live streaming platform in scheduled duration 5 minutes.
In a preferred embodiment, which further comprises the second determining module other than module shown in Fig. 2
(not shown):
Second determining module is used for the predetermined level of the video playing person according to net cast platform, determines the net cast
The corresponding video-see user delta threshold of platform, viewing user interactive data delta threshold, video-see number of users threshold value,
At least one of in viewing user interactive data amount threshold, predetermined ratio threshold interval.
It should be noted that since the degree that the video playing person of different temperatures is concerned is different, therefore need according to video
Predetermined level of the broadcaster in net cast platform, to determine that different brackets video playing person is corresponding in the net cast platform
Video-see user delta threshold, viewing user interactive data delta threshold, video-see number of users threshold value, viewing user
At least one of in interaction data amount threshold, predetermined ratio threshold interval.
For example, the predetermined level of the video playing person according to net cast platform such as star main broadcaster, determines the net cast
In the predetermined time, video-see user's delta threshold is 200 people, viewing user interactive data increment to platform accordingly such as in 5 minutes
Threshold value 500, video-see number of users threshold value are 1000 people, viewing user interactive data amount threshold 1000, predetermined ratio
Example threshold interval is greater than 0.1 and less than 1；For example common main broadcaster of predetermined level of video playing person according to net cast platform,
Determine that corresponding video-see user's delta threshold is 50 people to the net cast platform such as in 5 minutes, viewing is used in the predetermined time
Family interaction data delta threshold 100, video-see number of users threshold value are 200 people, viewing user interactive data amount threshold
500, predetermined ratio threshold interval be greater than 0.1 and less than 1.
In a preferred embodiment, which further includes obtaining mould other than module shown in Fig. 2 and the second determining module
Block (not shown) and generation module (not shown):
Module is obtained to be used for if it is determined that live video of the net cast platform in scheduled duration is obtained there are improper content
Take live video relevant information corresponding with live video；
Generation module is used to generate corresponding warning message according to live video relevant information；
Wherein, live video relevant information includes at least one of the following:
Video clip, video interception, the network address information of net cast platform.
Such as, however, it is determined that there are improper contents for live video of the net cast platform in scheduled duration 5 minutes, obtain
Live video relevant information corresponding with live video, video clip including the live video in the scheduled duration 5 minutes,
Video interception and the network address information of the net cast platform such as " http://www.ABC.com/DEF.htm ", and foundation
Above-mentioned live video relevant information generates corresponding warning message, and such as: ## direct broadcasting room is playing the video comprising illegal contents,
The network address of the direct broadcasting room is " http://www.ABC.com/DEF.htm ".
Preferably, generation module generates corresponding warning message according to live video relevant information and further comprises determining list
First (not shown) and generation unit (not shown):
Determination unit is used to determine corresponding alert levels according to monitoring analysis result；
Generation unit is used for according to live video relevant information, and alert levels is combined to generate corresponding warning message.
Wherein it is determined that the mode of corresponding alert levels, if judging that monitoring analysis result meets in above-mentioned Rule of judgment
1 scheduled abnormal Rule of judgment when, determine that corresponding alert levels are 3 grades；If it is above-mentioned to judge that monitoring analysis result meets
When 2 or 3 in Rule of judgment scheduled abnormal Rule of judgment, determine that corresponding alert levels are 2 grades；If judgement monitoring point
When analysis result meets all 4 scheduled abnormal Rule of judgment in above-mentioned Rule of judgment, determine that corresponding alert levels are 1
Grade, wherein alert levels are from high to low successively are as follows: 1 grade, 2 grades and 3 grades.
For example, determine that corresponding alert levels are second level according to monitoring analysis result, according to live video relevant information, and
It is that second level generates corresponding warning message in conjunction with alert levels, such as: orange alarm！## direct broadcasting room is playing comprising illegal contents
Video, the network address of the direct broadcasting room is " http://www.ABC.com/DEF.htm ".
In a preferred embodiment, the device is in addition to module shown in Fig. 2, the second determining module, acquisition module and generation
Further include sending module (not shown) outside module:
Sending module is used to send warning message to predetermined object according to predetermined way.
For example, sending alarm as the monitoring interface of monitoring user is popped up to monitoring user in predetermined object according to predetermined way
Information, and alarm song is played by playback equipment.
Preferably, which further includes judging whether scheduled duration is in the initial time of net cast platform live video
Whether the video playing person of net cast platform to video-see user has sent predefined type in section and/or in scheduled duration
Data information；If so, ignoring the subsequent processing for the live video in scheduled duration.
For example, judge scheduled duration, such as 5 minutes, whether net cast platform live video is in the 5 minutes time
Initial time interval in, as video playing person log in net cast platform start play live video time for starting when
Between, to the time interval and/or scheduled duration in the 10th minute of live video broadcasting, such as 5 minutes, interior net cast was flat
Whether the video playing person of platform has sent the data information of predefined type to video-see user, as the data of virtual present are believed
Breath, data information of virtual red packet etc., if judgement is the subsequent place ignored for the live video in scheduled duration 5 minutes
Reason, if do not generated corresponding warning message；Or warning message is not sent generating warning message.
It should be noted that the step of ignoring the execution for the subsequent processing of the live video in scheduled duration can be
It executes, can also be executed after generation module before obtaining module.
In addition, it should be understood that, in one embodiment, the net cast platform can be broadcasting
Perhaps a main broadcaster room is also possible to multiple video playing rooms or main broadcaster room for one video playing room of specific content,
The present invention is not limited thereto.
Those skilled in the art of the present technique are appreciated that the present invention includes being related to for executing in operation described herein
One or more equipment.These equipment can specially design and manufacture for required purpose, or also may include general
Known device in computer.These equipment have the computer program being stored in it, these computer programs are selectively
Activation or reconstruct.Such computer program can be stored in equipment (for example, computer) readable medium or be stored in
It e-command and is coupled in any kind of medium of bus respectively suitable for storage, the computer-readable medium includes but not
Be limited to any kind of disk (including floppy disk, hard disk, CD, CD-ROM and magneto-optic disk), ROM (Read-Only Memory, only
Read memory), RAM (Random Access Memory, immediately memory), EPROM (Erasable Programmable
Read-Only Memory, Erarable Programmable Read only Memory), EEPROM (Electrically Erasable
Programmable Read-Only Memory, Electrically Erasable Programmable Read-Only Memory), flash memory, magnetic card or light card
Piece.It is, readable medium includes by equipment (for example, computer) with any Jie for the form storage or transmission information that can be read
Matter.
Those skilled in the art of the present technique be appreciated that can be realized with computer program instructions these structure charts and/or
The combination of each frame and these structure charts and/or the frame in block diagram and/or flow graph in block diagram and/or flow graph.This technology neck
Field technique personnel be appreciated that these computer program instructions can be supplied to general purpose computer, special purpose computer or other
The processor of programmable data processing method is realized, to pass through the processing of computer or other programmable data processing methods
The scheme specified in frame or multiple frames of the device to execute structure chart and/or block diagram and/or flow graph disclosed by the invention.
Those skilled in the art of the present technique have been appreciated that in the present invention the various operations crossed by discussion, method, in process
Steps, measures, and schemes can be replaced, changed, combined or be deleted.Further, each with having been crossed by discussion in the present invention
Kind of operation, method, other steps, measures, and schemes in process may also be alternated, changed, rearranged, decomposed, combined or deleted.
Further, in the prior art to have and the step in various operations, method disclosed in the present invention, process, measure, scheme
It may also be alternated, changed, rearranged, decomposed, combined or deleted.
The above is only some embodiments of the invention, it is noted that for the ordinary skill people of the art
For member, various improvements and modifications may be made without departing from the principle of the present invention, these improvements and modifications are also answered
It is considered as protection scope of the present invention.
Claims (14)
1. a kind of monitoring method of net cast, comprising:
With the acquisition of predetermined monitoring frequency, the quantity of video-see user and viewing are used in net cast platform in scheduled duration
The quantity of family interaction data；
The quantity of quantity and the viewing user interactive data to the video-see user is analyzed and processed, and determines needle
To the monitoring analysis result of the net cast platform；
Judge whether the monitoring analysis result meets scheduled abnormal Rule of judgment；And
If judging, the monitoring analysis result meets scheduled abnormal Rule of judgment, determines the net cast platform described pre-
There are improper contents for live video in timing is long；
Wherein, described to judge whether the monitoring analysis result meets scheduled abnormal Rule of judgment, it includes at least one of the following:
Whether the increment for judging the video-see user in net cast platform in the scheduled duration is more than video-see user
Delta threshold；
Whether the increment for judging to watch user interactive data in net cast platform in the scheduled duration is more than viewing user
Interaction data delta threshold；
Whether the quantity for judging the video-see user in net cast platform in the scheduled duration is more than video-see user
Amount threshold；
Whether the quantity for judging to watch user interactive data in net cast platform in the scheduled duration is more than viewing user
Interaction data amount threshold；
Judge in the scheduled duration increment of video-see user and viewing user interactive data in net cast platform
Whether the ratio of increment is more than predetermined ratio threshold interval.
2. monitoring method according to claim 1, wherein quantity and the viewing to the video-see user are used
The quantity of family interaction data is analyzed and processed, and determines the monitoring analysis result for being directed to the net cast platform, comprising:
Calculate in the scheduled duration in net cast platform the increment of video-see user and viewing user interactive data
Increment.
3. according to the method described in claim 1, further include:
The predetermined level of video playing person according to the net cast platform determines the corresponding video observing of net cast platform
See user's delta threshold, viewing user interactive data delta threshold, video-see number of users threshold value, viewing user interactive data
At least one of in amount threshold, predetermined ratio threshold interval.
4. according to the method described in claim 1, further include:
If it is determined that live video of the net cast platform in the scheduled duration there are improper content, obtain with it is described
The corresponding live video relevant information of live video；
Corresponding warning message is generated according to the live video relevant information；
Wherein, the live video relevant information includes at least one of the following:
Video clip, video interception, the network address information of the net cast platform.
5. according to the method described in claim 4, wherein, the method also includes:
The warning message is sent to predetermined object according to predetermined way.
6. according to the method described in claim 4, wherein, generating corresponding alarm signal according to the live video relevant information
Breath, comprising:
Corresponding alert levels are determined according to the monitoring analysis result；
Corresponding warning message is generated according to the live video relevant information, and in conjunction with the alert levels.
7. according to the method described in claim 1, wherein, however, it is determined that the net cast platform is straight in the scheduled duration
Broadcasting video, there are improper contents, then the method also includes:
Judge whether the scheduled duration is in the initial time interval of the net cast platform live video and/or described
Whether the video playing person of the net cast platform to the video-see user has sent predefined type in scheduled duration
Data information；
If so, ignoring the subsequent processing for the live video in the scheduled duration.
8. a kind of monitoring device of net cast, comprising:
Acquisition module, for the number of predetermined monitoring frequency acquisition video-see user in net cast platform in scheduled duration
The quantity of amount and viewing user interactive data；
Analyze determining module, for the video-see user quantity and it is described viewing user interactive data quantity into
Row analysis processing, determines the monitoring analysis result for being directed to the net cast platform；
First judgment module, for judging whether the monitoring analysis result meets scheduled abnormal Rule of judgment；And
First determining module, if determining the view for judging that the monitoring analysis result meets scheduled abnormal Rule of judgment
There are improper contents for live video of the frequency live streaming platform in the scheduled duration；
Wherein, the first judgment module, at least one of following:
Whether the increment for judging the video-see user in net cast platform in the scheduled duration is more than video-see user
Delta threshold；
Whether the increment for judging to watch user interactive data in net cast platform in the scheduled duration is more than viewing user
Interaction data delta threshold；
Whether the quantity for judging the video-see user in net cast platform in the scheduled duration is more than video-see user
Amount threshold；
Whether the quantity for judging to watch user interactive data in net cast platform in the scheduled duration is more than viewing user
Interaction data amount threshold；
Judge in the scheduled duration increment of video-see user and viewing user interactive data in net cast platform
Whether the ratio of increment is more than predetermined ratio threshold interval.
9. monitoring device according to claim 8, wherein the analysis determining module, comprising:
Computing unit, for calculating the increment of video-see user and viewing in net cast platform in the scheduled duration
The increment of user interactive data.
10. device according to claim 8, further includes:
Second determining module determines that the video is straight for the predetermined level of the video playing person according to the net cast platform
Broadcast the corresponding video-see user delta threshold of platform, viewing user interactive data delta threshold, video-see number of users threshold
Value, viewing user interactive data amount threshold, in predetermined ratio threshold interval at least one of.
11. device according to claim 8, further includes:
Obtain module, for if it is determined that live video of the net cast platform in the scheduled duration there are in improper
Hold, obtains live video relevant information corresponding with the live video；
Generation module, for generating corresponding warning message according to the live video relevant information；
Wherein, the live video relevant information includes at least one of the following:
Video clip, video interception, the network address information of the net cast platform.
12. device according to claim 11, wherein described device further include:
Sending module, for sending the warning message to predetermined object according to predetermined way.
13. device according to claim 11, wherein the generation module includes:
Determination unit, for determining corresponding alert levels according to the monitoring analysis result；
Generation unit, for generating corresponding alarm signal according to the live video relevant information, and in conjunction with the alert levels
Breath.
14. device according to claim 8, wherein if it is determined that the net cast platform is in the scheduled duration
Live video is there are improper content, then described device further include:
Second judgment module, for judge the scheduled duration whether be in the net cast platform live video it is initial when
Between in section and/or in the scheduled duration net cast platform video playing person whether to the video-see user
Have sent the data information of predefined type；
Ignore module, for if so, ignoring the subsequent processing for the live video in the scheduled duration.
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