Summary of the invention
For overcoming above-mentioned technical problem or solving above-mentioned technical problem at least in part, below special proposition
Technical scheme:
Embodiments of the invention propose a kind of monitoring method of net cast, including:
With predetermined monitoring frequency collection video-see user in net cast platform in scheduled duration
Quantity and the quantity of viewing user interactive data;
It is analyzed processing to the quantity of video-see user and the quantity of viewing user interactive data,
Determine the monitoring analysis result for this net cast platform;
Judge whether monitoring analysis result meets predetermined abnormal Rule of judgment;And
If judging, monitoring analysis result meets predetermined abnormal Rule of judgment, determines that net cast platform exists
There is improper content in the live video in scheduled duration.
Preferably, the quantity to the quantity of video-see user and viewing user interactive data is carried out point
Analysis processes, and determines the monitoring analysis result for this net cast platform, including:
The increment and the viewing that calculate video-see user in net cast platform in scheduled duration are used
The increment of family interaction data.
Preferably, it is judged that whether monitoring analysis result meets predetermined abnormal Rule of judgment, including following
At least one:
Judge in scheduled duration in net cast platform whether the increment of video-see user exceedes to regard
Frequency viewing user's delta threshold;
Judge whether the increment watching user interactive data in scheduled duration in net cast platform surpasses
Cross viewing user interactive data delta threshold;
Judge in scheduled duration in net cast platform whether the quantity of video-see user exceedes to regard
Frequency viewing number of users threshold value;
Judge whether the quantity watching user interactive data in scheduled duration in net cast platform surpasses
Cross viewing user interactive data amount threshold;
Judge in scheduled duration the increment of video-see user and viewing user in net cast platform
Whether the ratio of the increment of interaction data exceedes predetermined ratio threshold interval.
Alternatively, the method also includes:
According to the predetermined level of the video playback person of net cast platform, determine this net cast platform phase
Video-see user's delta threshold of answering, viewing user interactive data delta threshold, video-see user
At least one in amount threshold, viewing user interactive data amount threshold, predetermined ratio threshold interval.
Alternatively, the method also includes:
If it is determined that the live video that net cast platform is in scheduled duration exists improper content, obtain
The live video relevant information corresponding with live video;
Corresponding warning message is generated according to live video relevant information;
Wherein, live video relevant information include following at least one:
Video segment, video interception, the network address information of net cast platform.
Alternatively, the method method also includes:
Warning message is sent to predetermined object according to predetermined way.
Preferably, generate corresponding warning message according to live video relevant information, including:
The alert levels of correspondence is determined according to monitoring analysis result;
According to live video relevant information, and combine the alert levels corresponding warning message of generation.
Alternatively, however, it is determined that net cast platform live video in scheduled duration exist improper in
Hold, then the method also includes:
Judge scheduled duration whether be in the initial time interval of net cast platform live video in and/
Or whether the video playback person of net cast platform have sent pre-to video-see user in scheduled duration
Determine the data message of type;
The most then ignore the subsequent treatment for the live video in scheduled duration.
Another embodiment of the present invention proposes the supervising device of a kind of net cast, including:
Acquisition module, for regarding in net cast platform in scheduled duration with predetermined monitoring frequency collection
The quantity of frequency viewing user and the quantity of viewing user interactive data;
Analysis determines module, is used for the quantity to video-see user and watches user interactive data
Quantity is analyzed processing, and determines the monitoring analysis result for this net cast platform;
First judge module, for judging whether monitoring analysis result meets predetermined exception and judge bar
Part;And
First determines module, if for judging that monitoring analysis result meets predetermined abnormal Rule of judgment,
Determine that net cast platform live video in scheduled duration exists improper content.
Preferably, analyze and determine module, including:
Computing unit, for calculating the increasing of video-see user in net cast platform in scheduled duration
Amount and the increment of viewing user interactive data.
Preferably, the first judge module, for following at least one:
Judge in scheduled duration in net cast platform whether the increment of video-see user exceedes to regard
Frequency viewing user's delta threshold;
Judge whether the increment watching user interactive data in scheduled duration in net cast platform surpasses
Cross viewing user interactive data delta threshold;
Judge in scheduled duration in net cast platform whether the quantity of video-see user exceedes to regard
Frequency viewing number of users threshold value;
Judge whether the quantity watching user interactive data in scheduled duration in net cast platform surpasses
Cross viewing user interactive data amount threshold;
Judge in scheduled duration the increment of video-see user and viewing user in net cast platform
Whether the ratio of the increment of interaction data exceedes predetermined ratio threshold interval.
Alternatively, this device also includes:
Second determines module, for the predetermined level of the video playback person according to net cast platform, really
Fixed this net cast platform corresponding video-see user's delta threshold, viewing user interactive data increment
Threshold value, video-see number of users threshold value, viewing user interactive data amount threshold, predetermined ratio threshold
At least one in value interval.
Alternatively, this device also includes:
Acquisition module, for if it is determined that net cast platform live video in scheduled duration exists non-
Normal content, obtains the 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 include following at least one:
Video segment, video interception, the network address information of net cast platform.
Alternatively, this device also includes:
Sending module, for sending warning message according to predetermined way to predetermined object.
Preferably, generation module includes:
Determine unit, for determining the alert levels of correspondence according to monitoring analysis result;
Signal generating unit, for foundation live video relevant information, and it is corresponding to combine alert levels generation
Warning message.
Alternatively, however, it is determined that net cast platform live video in scheduled duration exist improper in
Hold, then this device also includes:
Second judge module, for judging whether scheduled duration is in net cast platform live video
Whether the video playback person of net cast platform is to video in initial time interval and/or in scheduled duration
Viewing user have sent the data message of predefined type;
Ignore module, for the most then ignoring the subsequent treatment for the live video in scheduled duration.
In embodiments of the invention, it is proposed that the monitoring scheme of a kind of net cast, with predetermined monitoring frequency
Rate gathers quantity and the viewing user of video-see user in net cast platform in scheduled duration
The quantity of interaction data, the monitoring analysis for net cast provides reliable data foundation, and does not deposits
Omit the situation of monitoring, ensure that the ageing of monitoring simultaneously;Subsequently, to video-see user's
The quantity of quantity and viewing user interactive data is analyzed processing, and determines and puts down for this net cast
The monitoring analysis result of platform, and judge whether monitoring analysis result meets predetermined abnormal Rule of judgment,
If judging, monitoring analysis result meets predetermined abnormal Rule of judgment, determines that net cast platform is predetermined
There is improper content in the live video in duration, it is achieved that can all kinds of in analysis video platform in the case of
Data variation, thus reach to judge that rapidly and in time net cast platform is in scheduled duration
Whether live video exists the purpose of improper content, for the operation that the health of net cast platform is legal
Provide guarantee reliably.
Aspect and advantage that the present invention adds will part be given in the following description, and these will be from following
Description in become obvious, or recognized by the practice of the present invention.
Detailed description of the invention
Embodiments of the invention are described below in detail, and the example of described embodiment is shown in the drawings, its
In the most same or similar label represent same or similar element or have same or like
The element of function.The embodiment described below with reference to accompanying drawing is exemplary, is only used for explaining this
Invention, and be not construed as limiting the claims.
Those skilled in the art of the present technique are appreciated that unless expressly stated, singulative used herein
" one ", " one ", " described " and " being somebody's turn to do " may also comprise plural form.It is to be further understood that
The wording used in the description of the present invention " includes " referring to there is described feature, integer, step, behaviour
Make, element and/or assembly, but it is not excluded that existence or add other features one or more, whole
Number, step, operation, element, assembly and/or their group.It should be understood that when we claim element
Being " connected " or during " coupled " to another element, it can be directly connected or coupled to other elements, or
Intermediary element can also be there is in person.Additionally, " connection " used herein or " coupling " can include wireless
Connect or wireless couple.Wording "and/or" used herein includes that what one or more was associated lists
Whole or any cell of item and all combinations.
Those skilled in the art of the present technique are appreciated that unless otherwise defined, all terms used herein
(including technical term and scientific terminology), have and the those of ordinary skill in art of the present invention
Be commonly understood by identical meaning.Should also be understood that those arts defined in such as general dictionary
Language, it should be understood that there is the meaning consistent with the meaning in the context of prior art, and remove
Non-as here by specific definitions, otherwise will not with idealization or the most formal implication explain.
Fig. 1 is the schematic flow sheet of the monitoring method of the net cast of an embodiment in the present invention.
In embodiments of the invention, the Description of content performed by each step is as follows:
Step S110: with predetermined monitoring frequency collection video in net cast platform in scheduled duration
The quantity of viewing user and the quantity of viewing user interactive data;
Step S120: the quantity of video-see user and the quantity of viewing user interactive data are entered
Row analyzing and processing, determines the monitoring analysis result for this net cast platform;
Step S130: judge whether monitoring analysis result meets predetermined abnormal Rule of judgment;And
Step S140: monitoring analysis result meets predetermined abnormal Rule of judgment if judging, determines and regards
There is improper content in the most live platform live video in scheduled duration.
In embodiments of the invention, it is proposed that a kind of monitoring method of net cast, with predetermined monitoring frequency
Rate gathers quantity and the viewing user of video-see user in net cast platform in scheduled duration
The quantity of interaction data, the monitoring analysis for net cast provides reliable data foundation, and does not deposits
Omit the situation of monitoring, ensure that the ageing of monitoring simultaneously;Subsequently, to video-see user's
The quantity of quantity and viewing user interactive data is analyzed processing, and determines and puts down for this net cast
The monitoring analysis result of platform, and judge whether monitoring analysis result meets predetermined abnormal Rule of judgment,
If judging, monitoring analysis result meets predetermined abnormal Rule of judgment, determines that net cast platform is predetermined
There is improper content in the live video in duration, it is achieved that can all kinds of in analysis video platform in the case of
Data variation, thus reach to judge that rapidly and in time net cast platform is in scheduled duration
Whether live video exists the purpose of improper content, for the operation that the health of net cast platform is legal
Provide guarantee reliably.
Further, the warning message of corresponding alert levels, monitor are generated according to monitoring analysis result
Member can play the relevant information of the live video comprising illegal contents by quick obtaining within the very first time, has
It is beneficial to monitoring personnel quickly in time net cast platform is taken appropriate measures.
It is described further below for implementing of each step:
Step S110: with predetermined monitoring frequency collection video in net cast platform in scheduled duration
The quantity of viewing user and the quantity of viewing user interactive data.
Such as, in net cast platform, with predetermined monitoring frequency, such as every 5 minutes once, gather
In scheduled duration, as in net cast platform in 5 minutes, the quantity of video-see user is 1000 people
And the quantity of viewing user interactive data is 1300.
It should be noted that predetermined monitoring frequency and scheduled duration in the present invention can be according to monitoring knots
Fruit dynamically adjusts, and determines in this net cast platform occur as once monitored judgement in the one of the past week
Cross improper data, then by this net cast platform predetermined monitoring frequency, such as every 5 minutes prisons once
Control frequency, is adjusted to monitoring frequency once per minute, gathers in scheduled duration, as often
The quantity of video-see user and viewing user interactive data in net cast platform in 10 seconds
Quantity.
Step S120: the quantity of video-see user and the quantity of viewing user interactive data are entered
Row analyzing and processing, determines the monitoring analysis result for this net cast platform.
Specifically, quantity and the number of viewing user interactive data to the video-see user collected
Amount carries out statistical analysis or calculating and processes, determine the statistic analysis result for this net cast platform or
Calculate result.
Such as, in net cast platform, with predetermined monitoring frequency, every 5 minutes once, gathers
Scheduled duration, such as 5 minutes, in interior net cast platform, the quantity of video-see user was 1000 people
And the quantity of viewing user interactive data is 1300, the number to the video-see user collected
Measure 1000 people and viewing user interactive data quantity 1300 be analyzed process, determine for
The monitoring analysis result of this net cast platform, as determined, the quantity of this video-see user is with the most pre-
Quantity increment data and viewing user that in length of fixing time, the quantity of video-see user is compared are mutual
The quantity increment etc. of data.
Preferably, step S120 is to the quantity of video-see user and viewing user interactive data
Quantity is analyzed processing, and determines that the step of the monitoring analysis result for this net cast platform enters one
Walk and include step S121 (not shown):
Step S121: calculate the increment of video-see user in net cast platform in scheduled duration
And the increment of viewing user interactive data.
Such as, in net cast platform, with predetermined monitoring frequency, every 5 minutes once, gathers
Scheduled duration in 5 minutes in net cast platform the quantity of video-see user be 1000 people and sight
See that amount of user interaction is 1300, subsequently, net cast platform in this being collected 5 minutes
Quantity 1000 people of middle video-see user and the quantity 1300 and upper one of viewing user interactive data
In secondary 5 minutes collected in net cast platform video-see number of users 500 people and viewing user
The quantity of interaction data 300 contrast, is calculated net cast platform in scheduled duration 5 minutes
The increment of middle video-see user be 800 people and viewing user interactive data increment be 1000.
Step S130: judge whether monitoring analysis result meets predetermined abnormal Rule of judgment.
Specifically, it is judged that whether monitoring analysis result meets predetermined abnormal Rule of judgment, including following
At least one:
1) judge in net cast platform, whether the increment of video-see user exceedes in scheduled duration
Video-see user's delta threshold;
Such as, use according to being calculated in scheduled duration 5 minutes video-see in net cast platform
The increment at family is 800 people and video-see user's delta threshold is 500 people, it is judged that in scheduled duration 5
In minute, in net cast platform, increment 800 people of video-see user has exceeded video-see user
Delta threshold 500 people.At short notice, the quantity of the video-see user in net cast platform swashs
Increase, exceed the threshold value of normal users increment, it is likely to due to content live in net cast platform
Including invalid information, thus attract video-see user to concentrate and pour in net cast platform.
2) whether judge in scheduled duration, net cast platform to be watched the increment of user interactive data
Exceed viewing user interactive data delta threshold;
Such as, net cast platform is watched in scheduled duration 5 minutes user hand over according to being calculated
The increment of data is 1000 mutually is 800 with viewing user interactive data delta threshold, it is judged that
Scheduled duration is watched the increment 1000 of user interactive data and is exceeded in net cast platform in 5 minutes
Viewing user interactive data delta threshold 800.At short notice, the sight in net cast platform
See that the quantity of user interactive data is increased sharply, exceed normal viewing user interactive data delta threshold, very may be used
Can be owing to content live in net cast platform includes invalid information, thus transfer video-see
User is interactive enthusiastically in net cast platform.
3) judge in net cast platform, whether the quantity of video-see user exceedes in scheduled duration
Video-see number of users threshold value;
Such as, according to collecting in scheduled duration 5 minutes video-see user in net cast platform
Quantity be 1000 people and video-see number of users threshold value 500 people, it is judged that scheduled duration 5 points
In clock, in net cast platform, quantity 1000 people of video-see user has exceeded video-see number of users
Amount threshold value 500 people.At short notice, the quantity of the video-see user in net cast platform is increased sharply,
Exceed the threshold value of normal users quantity, it is likely to owing to content live in net cast platform includes
Invalid information, thus attract video-see user to concentrate and pour in net cast platform.
4) whether judge in scheduled duration, net cast platform to be watched the quantity of user interactive data
Exceed viewing user interactive data amount threshold;
Such as, according to collecting, to watch user in scheduled duration 5 minutes in net cast platform mutual
The quantity of data is 1300 and viewing user interactive data amount threshold 1000, it is judged that predetermined
Duration is watched the quantity 1300 of user interactive data and has been exceeded sight in net cast platform in 5 minutes
See user interactive data amount threshold 1000.At short notice, video observing in net cast platform
See that the quantity of user and the quantity of viewing user interactive data are increased sharply, exceed normal video viewing user's
Quantity and the quantity of viewing user interactive data, it is likely in live in net cast platform
Hold and include invalid information, thus attract video-see user to concentrate and pour in net cast platform.
5) judge that in net cast platform, the increment of video-see user is used with viewing in scheduled duration
Whether the ratio of the increment of family interaction data exceedes predetermined ratio threshold interval.
Such as, use according to being calculated in scheduled duration 5 minutes video-see in net cast platform
The ratio 0.8 of the increment 1000 of increment 800 people at family and viewing user interactive data, and pre-definite proportion
Example threshold interval is more than 0.1 and less than 0.5, it is judged that in scheduled duration 5 minutes, net cast is put down
In platform, the increment of video-see user is not belonging to pre-with the ratio 0.8 of the increment of viewing user interactive data
Certainty ratio threshold interval is more than 0.1 and is less than the value in 0.5.At short notice, net cast platform
In the quantity of viewing user interactive data increase sharply, exceed the normal quantity watching user interactive data,
It is likely due to content live in net cast platform and includes invalid information, thus attract video observing
See that user concentrates and pour in net cast platform.
The most such as, according to being calculated in scheduled duration 5 minutes video-see in net cast platform
The ratio 0.01 of the increment 1000 of increment 10 people of user and viewing user interactive data, and predetermined
Proportion threshold value interval is more than 0.1 and less than 0.5, it is judged that net cast in scheduled duration 5 minutes
In platform, the increment of video-see user does not belongs to the ratio 0.01 of the increment of viewing user interactive data
More than 0.1 and it is less than the value in 0.5 in predetermined ratio threshold interval.At short notice, although video
The quantity of the video-see user in live platform is not increased sharply, but the viewing in net cast platform is used
The quantity of family interaction data is increased sharply, and exceedes the normal interaction data of history of normal this quantity viewing user
Quantity, it is likely to owing to content live in net cast platform includes invalid information, thus transfer
Interactive enthusiastically in the net cast platform of video-see user.
Step S140: monitoring analysis result meets predetermined abnormal Rule of judgment if judging, determines and regards
There is improper content in the most live platform live video in scheduled duration.
Such as, according to judging in scheduled duration 5 minutes video-see user in net cast platform
Increment 800 people has exceeded video-see user's delta threshold 500 people, can determine whether that monitoring analysis result is full
The most predetermined abnormal Rule of judgment of foot, determines that net cast platform regards at interior live of scheduled duration 5 minutes
There is improper content in frequency.
In a preferred embodiment, the method is in addition to the step shown in Fig. 1, and it farther includes step
Rapid S150 (not shown):
Step S150: according to the predetermined level of the video playback person of net cast platform, determine that this regards
The most live platform corresponding video-see user's delta threshold, viewing user interactive data delta threshold,
Video-see number of users threshold value, viewing user interactive data amount threshold, predetermined ratio threshold interval
In at least one.
It should be noted that the degree difference being concerned due to the video playback person of different temperatures, therefore need
To determine that different brackets video is broadcast according to video playback person's predetermined level in net cast platform
The person of putting is at this net cast platform corresponding video-see user's delta threshold, viewing user interactive data
Delta threshold, video-see number of users threshold value, viewing user interactive data amount threshold, pre-definite proportion
At least one in example threshold interval.
Such as, according to the predetermined level such as star main broadcaster of the video playback person of net cast platform, determine
This net cast platform corresponding video-see user's delta threshold within the scheduled time such as 5 minutes is
200 people, viewing user interactive data delta threshold 500, video-see number of users threshold value are 1000
People, viewing user interactive data amount threshold 1000, predetermined ratio threshold interval are more than 0.1
And less than 1;According to the most common main broadcaster of predetermined level of the video playback person of net cast platform, determine
This net cast platform corresponding video-see user's delta threshold within the scheduled time such as 5 minutes is
50 people, viewing user interactive 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 more than 0.1 and
Less than 1.
In a preferred embodiment, the method is in addition to the step shown in Fig. 1 and step S150, also
Including step S160 (not shown) and step S170 (not shown):
Step S160: if it is determined that the live video that net cast platform is in scheduled duration exists anon-normal
Often content, obtains the live video relevant information corresponding with live video;
Step S170: generate corresponding warning message according to live video relevant information;
Wherein, live video relevant information include following at least one:
Video segment, video interception, the network address information of net cast platform.
Such as, however, it is determined that net cast platform exists anon-normal at 5 minutes interior live videos of scheduled duration
Often content, obtains the live video relevant information corresponding with live video, is included in this scheduled duration 5
Minute interior video segment of live video, video interception and the network address of this net cast platform
Information such as " http://www.ABC.com/DEF.htm ", and according to above-mentioned live video relevant information
Generating corresponding warning message, such as: the video comprising illegal contents play by ## direct broadcasting room, this is straight
The network address between broadcasting is " http://www.ABC.com/DEF.htm ".
Preferably, step S170 generates the step of corresponding warning message according to live video relevant information
Suddenly step S171 (not shown) and step S172 (not shown) are farther included:
Step S171: determine the alert levels of correspondence according to monitoring analysis result;
Step S172: according to live video relevant information, and combine the corresponding report of alert levels generation
Alarming information.
Wherein, if judging that monitoring analysis result meets 1 predetermined exception in above-mentioned Rule of judgment
During Rule of judgment, determine that the alert levels of correspondence is 3 grades;If it is above-mentioned to judge that monitoring analysis result meets
In Rule of judgment 2 or during 3 predetermined abnormal Rule of judgment, determine that the alert levels of correspondence is
2 grades;If judging, all 4 predetermined exceptions that monitoring analysis result meets in above-mentioned Rule of judgment are sentenced
During broken strip part, determining that the alert levels of correspondence is 1 grade, wherein, alert levels is followed successively by from high to low:
1 grade, 2 grades and 3 grades.Determine that the mode of the alert levels of correspondence can include various ways, at this not
Limit.
Such as, determine that according to monitoring analysis result the alert levels of correspondence is two grades, according to live video
Relevant information, and combine alert levels be two grades generate corresponding warning messages, such as: orange warning!
The video comprising illegal contents play by ## direct broadcasting room, and the network address of this direct broadcasting room is
“http://www.ABC.com/DEF.htm”。
In a preferred embodiment, the method is except the step shown in Fig. 1, step S150, step
Outside S160 and step S170, also include step S180 (not shown):
Step S180: send warning message to predetermined object according to predetermined way.
Such as, use to monitoring in the monitoring interface ejection of predetermined object such as monitoring user according to predetermined way
Family sends warning message, and plays alarm song by playback equipment.
Preferably, the method also includes judging whether scheduled duration is in net cast platform live video
Initial time interval in and/or scheduled duration in the video playback person of net cast platform whether to regarding
Frequency viewing user have sent the data message of predefined type;The most then ignore in scheduled duration
The subsequent treatment of live video.
Such as, it is judged that scheduled duration, such as 5 minutes, whether it is in video in this time of 5 minutes straight
Broadcast in the initial time interval of platform live video, start as video playback person logs in net cast platform
The time playing live video is initial time, play to this live video the 10th minute interior time
Between interval, and/or scheduled duration, such as 5 minutes, whether the video playback person of interior net cast platform
The data message of predefined type is have sent, such as data message, the void of virtual present to video-see user
Intending the data message etc. of red packet, if judging being, then ignore and regard for interior live of scheduled duration 5 minutes
The subsequent treatment of frequency, if do not generated corresponding warning message;Or generating warning message not to warning
Information is transmitted.
It should be noted that ignore the execution of the subsequent treatment for the live video in scheduled duration
Step can be to perform before step S160, it is also possible to performs after step S170.
It addition, should be understood that, in one embodiment, described net cast is put down
Platform can be to play a video playback room of certain content or a main broadcaster room, it is also possible to is many
Individual video playback room or main broadcaster room, the present invention is not limited thereto.
Fig. 2 is the structural representation of the supervising device of the net cast of another embodiment in the present invention.
In embodiments of the invention, the Description of content performed by each module is as follows:
Acquisition module 210 is for predetermined monitoring frequency collection net cast platform in scheduled duration
The quantity of middle video-see user and the quantity of viewing user interactive data;
Analyze and determine that module 220 is for counting alternately the quantity of video-see user and viewing user
According to quantity be analyzed process, determine the monitoring analysis result for this net cast platform;
First judge module 230 is for judging whether monitoring analysis result meets predetermined exception and judge
Condition;And
If first determines that module 240 is for judging that monitoring analysis result meets predetermined exception and judges bar
Part, determines that net cast platform live video in scheduled duration exists improper content.
In embodiments of the invention, it is proposed that the supervising device of a kind of net cast, with predetermined monitoring frequency
Rate gathers quantity and the viewing user of video-see user in net cast platform in scheduled duration
The quantity of interaction data, the monitoring analysis for net cast provides reliable data foundation, and does not deposits
Omit the situation of monitoring, ensure that the ageing of monitoring simultaneously;Subsequently, to video-see user's
The quantity of quantity and viewing user interactive data is analyzed processing, and determines and puts down for this net cast
The monitoring analysis result of platform, and judge whether monitoring analysis result meets predetermined abnormal Rule of judgment,
If judging, monitoring analysis result meets predetermined abnormal Rule of judgment, determines that net cast platform is predetermined
There is improper content in the live video in duration, it is achieved that can all kinds of in analysis video platform in the case of
Data variation, thus reach to judge that rapidly and in time net cast platform is in scheduled duration
Whether live video exists the purpose of improper content, for the operation that the health of net cast platform is legal
Provide guarantee reliably.
Further, the warning message of corresponding alert levels, monitor are generated according to monitoring analysis result
Member can play the relevant information of the live video comprising illegal contents by quick obtaining within the very first time, has
It is beneficial to monitoring personnel quickly in time net cast platform is taken appropriate measures.
It is described further below for implementing of modules:
Acquisition module 210 is for predetermined monitoring frequency collection net cast platform in scheduled duration
The quantity of middle video-see user and the quantity of viewing user interactive data.
Such as, in net cast platform, with predetermined monitoring frequency, such as every 5 minutes once, gather
In scheduled duration, as in net cast platform in 5 minutes, the quantity of video-see user is 1000 people
And the quantity of viewing user interactive data is 1300.
It should be noted that predetermined monitoring frequency and scheduled duration in the present invention can be according to monitoring knots
Fruit dynamically adjusts, and determines in this net cast platform occur as once monitored judgement in the one of the past week
Cross improper data, then by this net cast platform predetermined monitoring frequency, such as every 5 minutes prisons once
Control frequency, is adjusted to monitoring frequency once per minute, gathers in scheduled duration, as often
The quantity of video-see user and viewing user interactive data in net cast platform in 10 seconds
Quantity.
Analyze and determine that module 220 is for counting alternately the quantity of video-see user and viewing user
According to quantity be analyzed process, determine the monitoring analysis result for this net cast platform.
Specifically, quantity and the number of viewing user interactive data to the video-see user collected
Amount carries out statistical analysis or calculating and processes, determine the statistic analysis result for this net cast platform or
Calculate result.
Such as, in net cast platform, with predetermined monitoring frequency, every 5 minutes once, gathers
Scheduled duration, such as 5 minutes, in interior net cast platform, the quantity of video-see user was 1000 people
And the quantity of viewing user interactive data is 1300, the number to the video-see user collected
Measure 1000 people and viewing user interactive data quantity 1300 be analyzed process, determine for
The monitoring analysis result of this net cast platform, as determined, the quantity of this video-see user is with the most pre-
Quantity increment data and viewing user that in length of fixing time, the quantity of video-see user is compared are mutual
The quantity increment etc. of data.
Preferably, analyze and determine that module 220 farther includes computing unit (not shown):
Computing unit is for calculating the increasing of video-see user in net cast platform in scheduled duration
Amount and the increment of viewing user interactive data.
Such as, in net cast platform, with predetermined monitoring frequency, every 5 minutes once, gathers
Scheduled duration in 5 minutes in net cast platform the quantity of video-see user be 1000 people and sight
See that amount of user interaction is 1300, subsequently, net cast platform in this being collected 5 minutes
Quantity 1000 people of middle video-see user and the quantity 1300 and upper one of viewing user interactive data
In secondary 5 minutes collected in net cast platform video-see number of users 500 people and viewing user
The quantity of interaction data 300 contrast, is calculated net cast platform in scheduled duration 5 minutes
The increment of middle video-see user be 800 people and viewing user interactive data increment be 1000.
First judge module 230 is for judging whether monitoring analysis result meets predetermined exception and judge
Condition.
Specifically, it is judged that whether monitoring analysis result meets predetermined abnormal Rule of judgment, including following
At least one:
1) judge in net cast platform, whether the increment of video-see user exceedes in scheduled duration
Video-see user's delta threshold;
Such as, use according to being calculated in scheduled duration 5 minutes video-see in net cast platform
The increment at family is 800 people and video-see user's delta threshold is 500 people, it is judged that in scheduled duration 5
In minute, in net cast platform, increment 800 people of video-see user has exceeded video-see user
Delta threshold 500 people.At short notice, the quantity of the video-see user in net cast platform swashs
Increase, exceed the threshold value of normal users increment, it is likely to due to content live in net cast platform
Including invalid information, thus attract video-see user to concentrate and pour in net cast platform.
2) whether judge in scheduled duration, net cast platform to be watched the increment of user interactive data
Exceed viewing user interactive data delta threshold;
Such as, net cast platform is watched in scheduled duration 5 minutes user hand over according to being calculated
The increment of data is 1000 mutually is 800 with viewing user interactive data delta threshold, it is judged that
Scheduled duration is watched the increment 1000 of user interactive data and is exceeded in net cast platform in 5 minutes
Viewing user interactive data delta threshold 800.At short notice, the sight in net cast platform
See that the quantity of user interactive data is increased sharply, exceed normal viewing user interactive data delta threshold, very may be used
Can be owing to content live in net cast platform includes invalid information, thus transfer video-see
User is interactive enthusiastically in net cast platform.
3) judge in net cast platform, whether the quantity of video-see user exceedes in scheduled duration
Video-see number of users threshold value;
Such as, according to collecting in scheduled duration 5 minutes video-see user in net cast platform
Quantity be 1000 people and video-see number of users threshold value 500 people, it is judged that scheduled duration 5 points
In clock, in net cast platform, quantity 1000 people of video-see user has exceeded video-see number of users
Amount threshold value 500 people.At short notice, the quantity of the video-see user in net cast platform is increased sharply,
Exceed the threshold value of normal users quantity, it is likely to owing to content live in net cast platform includes
Invalid information, thus attract video-see user to concentrate and pour in net cast platform.
4) whether judge in scheduled duration, net cast platform to be watched the quantity of user interactive data
Exceed viewing user interactive data amount threshold;
Such as, according to collecting, to watch user in scheduled duration 5 minutes in net cast platform mutual
The quantity of data is 1300 and viewing user interactive data amount threshold 1000, it is judged that predetermined
Duration is watched the quantity 1300 of user interactive data and has been exceeded sight in net cast platform in 5 minutes
See user interactive data amount threshold 1000.At short notice, video observing in net cast platform
See that the quantity of user and the quantity of viewing user interactive data are increased sharply, exceed normal video viewing user's
Quantity and the quantity of viewing user interactive data, it is likely in live in net cast platform
Hold and include invalid information, thus attract video-see user to concentrate and pour in net cast platform.
5) judge that in net cast platform, the increment of video-see user is used with viewing in scheduled duration
Whether the ratio of the increment of family interaction data exceedes predetermined ratio threshold interval.
Such as, use according to being calculated in scheduled duration 5 minutes video-see in net cast platform
The ratio 0.8 of the increment 1000 of increment 800 people at family and viewing user interactive data, and pre-definite proportion
Example threshold interval is more than 0.1 and less than 0.5, it is judged that in scheduled duration 5 minutes, net cast is put down
In platform, the increment of video-see user is not belonging to pre-with the ratio 0.8 of the increment of viewing user interactive data
Certainty ratio threshold interval is more than 0.1 and is less than the value in 0.5.At short notice, net cast platform
In the quantity of viewing user interactive data increase sharply, exceed the normal quantity watching user interactive data,
It is likely due to content live in net cast platform and includes invalid information, thus attract video observing
See that user concentrates and pour in net cast platform.
The most such as, according to being calculated in scheduled duration 5 minutes video-see in net cast platform
The ratio 0.01 of the increment 1000 of increment 10 people of user and viewing user interactive data, and predetermined
Proportion threshold value interval is more than 0.1 and less than 0.5, it is judged that net cast in scheduled duration 5 minutes
In platform, the increment of video-see user does not belongs to the ratio 0.01 of the increment of viewing user interactive data
More than 0.1 and it is less than the value in 0.5 in predetermined ratio threshold interval.At short notice, although video
The quantity of the video-see user in live platform is not increased sharply, but the viewing in net cast platform is used
The quantity of family interaction data is increased sharply, and exceedes the normal interaction data of history of normal this quantity viewing user
Quantity, it is likely to owing to content live in net cast platform includes invalid information, thus transfer
Interactive enthusiastically in the net cast platform of video-see user.
If first determines that module 240 is for judging that monitoring analysis result meets predetermined exception and judges bar
Part, determines that net cast platform live video in scheduled duration exists improper content.
Such as, according to judging in scheduled duration 5 minutes video-see user in net cast platform
Increment 800 people has exceeded video-see user's delta threshold 500 people, can determine whether that monitoring analysis result is full
The most predetermined abnormal Rule of judgment of foot, determines that net cast platform regards at interior live of scheduled duration 5 minutes
There is improper content in frequency.
In a preferred embodiment, this device is in addition to the module shown in Fig. 2, and it farther includes
Two determine module (not shown):
Second determines the module predetermined level for the video playback person according to net cast platform, determines
This net cast platform corresponding video-see user's delta threshold, viewing user interactive data increment threshold
Value, video-see number of users threshold value, viewing user interactive data amount threshold, predetermined ratio threshold value
At least one in interval.
It should be noted that the degree difference being concerned due to the video playback person of different temperatures, therefore need
To determine that different brackets video is broadcast according to video playback person's predetermined level in net cast platform
The person of putting is at this net cast platform corresponding video-see user's delta threshold, viewing user interactive data
Delta threshold, video-see number of users threshold value, viewing user interactive data amount threshold, pre-definite proportion
At least one in example threshold interval.
Such as, according to the predetermined level such as star main broadcaster of the video playback person of net cast platform, determine
This net cast platform corresponding video-see user's delta threshold within the scheduled time such as 5 minutes is
200 people, viewing user interactive data delta threshold 500, video-see number of users threshold value are 1000
People, viewing user interactive data amount threshold 1000, predetermined ratio threshold interval are more than 0.1
And less than 1;According to the most common main broadcaster of predetermined level of the video playback person of net cast platform, determine
This net cast platform corresponding video-see user's delta threshold within the scheduled time such as 5 minutes is
50 people, viewing user interactive 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 more than 0.1 and
Less than 1.
In a preferred embodiment, this device in addition to the module shown in Fig. 2 and second determines module,
Also include acquisition module (not shown) and generation module (not shown):
Acquisition module is for if it is determined that net cast platform live video in scheduled duration exists non-
Normal content, obtains the live video relevant information corresponding with live video;
Generation module is for generating corresponding warning message according to live video relevant information;
Wherein, live video relevant information include following at least one:
Video segment, video interception, the network address information of net cast platform.
Such as, however, it is determined that net cast platform exists anon-normal at 5 minutes interior live videos of scheduled duration
Often content, obtains the live video relevant information corresponding with live video, is included in this scheduled duration 5
Minute interior video segment of live video, video interception and the network address of this net cast platform
Information such as " http://www.ABC.com/DEF.htm ", and according to above-mentioned live video relevant information
Generating corresponding warning message, such as: the video comprising illegal contents play by ## direct broadcasting room, this is straight
The network address between broadcasting is " http://www.ABC.com/DEF.htm ".
Preferably, generation module is further according to the live video relevant information corresponding warning message of generation
Including determining unit (not shown) and signal generating unit (not shown):
Determine that unit for determining the alert levels of correspondence according to monitoring analysis result;
Signal generating unit is for foundation live video relevant information, and combines the corresponding report of alert levels generation
Alarming information.
Wherein it is determined that the mode of the alert levels of correspondence, if it is above-mentioned to judge that monitoring analysis result meets
During 1 predetermined abnormal Rule of judgment in Rule of judgment, determine that the alert levels of correspondence is 3 grades;
If 2 that judge that monitoring analysis result meets in above-mentioned Rule of judgment or 3 predetermined exceptions judge bar
During part, determine that the alert levels of correspondence is 2 grades;If judging, monitoring analysis result meets above-mentioned judgement bar
During all 4 predetermined abnormal Rule of judgment in part, determine that the alert levels of correspondence is 1 grade, its
In, alert levels is followed successively by from high to low: 1 grade, 2 grades and 3 grades.
Such as, determine that according to monitoring analysis result the alert levels of correspondence is two grades, according to live video
Relevant information, and combine alert levels be two grades generate corresponding warning messages, such as: orange warning!
The video comprising illegal contents play by ## direct broadcasting room, and the network address of this direct broadcasting room is
“http://www.ABC.com/DEF.htm”。
In a preferred embodiment, this device except the module shown in Fig. 2, second determine module, obtain
Outside delivery block and generation module, also include the second judge module (not shown):
Second judge module is for sending warning message according to predetermined way to predetermined object.
Such as, use to monitoring in the monitoring interface ejection of predetermined object such as monitoring user according to predetermined way
Family sends warning message, and plays alarm song by playback equipment.
Preferably, this device also includes judging whether scheduled duration is in net cast platform live video
Initial time interval in and/or scheduled duration in the video playback person of net cast platform whether to regarding
Frequency viewing user have sent the data message of predefined type;The most then ignore in scheduled duration
The subsequent treatment of live video.
Such as, it is judged that scheduled duration, such as 5 minutes, whether it is in video in this time of 5 minutes straight
Broadcast in the initial time interval of platform live video, start as video playback person logs in net cast platform
The time playing live video is initial time, play to this live video the 10th minute interior time
Between interval, and/or scheduled duration, such as 5 minutes, whether the video playback person of interior net cast platform
The data message of predefined type is have sent, such as data message, the void of virtual present to video-see user
Intending the data message etc. of red packet, if judging being, then ignore and regard for interior live of scheduled duration 5 minutes
The subsequent treatment of frequency, if do not generated corresponding warning message;Or generating warning message not to warning
Information is transmitted.
It should be noted that ignore the execution of the subsequent treatment for the live video in scheduled duration
Step can be to perform before acquisition module, it is also possible to performs after generation module.
It addition, should be understood that, in one embodiment, described net cast is put down
Platform can be to play a video playback room of certain content or a main broadcaster room, it is also possible to is many
Individual video playback room or main broadcaster room, the present invention is not limited thereto.
Those skilled in the art of the present technique are appreciated that the present invention includes relating to perform institute in the application
State the one or more equipment in operation.These equipment can be required purpose and specialized designs and
Manufacture, or the known device in general purpose computer can also be included.These equipment have and are stored in it
Interior computer program, these computer programs optionally activate or reconstruct.Such computer journey
Sequence can be stored in equipment (such as, computer) computer-readable recording medium or be stored in and be suitable to storage electricity
Sub-instructions is also coupled to any kind of medium of bus respectively, and described computer-readable medium includes
But be not limited to any kind of dish (including floppy disk, hard disk, CD, CD-ROM and magneto-optic disk),
ROM (Read-Only Memory, read only memory), RAM (Random Access Memory,
Memorizer immediately), (Erasable Programmable Read-Only Memory, can for EPROM
Erasable programmable read only memory), EEPROM (Electrically Erasable Programmable
Read-Only Memory, EEPROM), flash memory, magnetic card or light
Card.It is, computer-readable recording medium includes being deposited with the form that can read by equipment (such as, computer)
Storage or any medium of transmission information.
Those skilled in the art of the present technique are appreciated that and can realize these knots with computer program instructions
Each frame in composition and/or block diagram and/or flow graph and these structure charts and/or block diagram and/or flow graph
In the combination of frame.Those skilled in the art of the present technique are appreciated that and can be referred to by these computer programs
Order is supplied to the processor of general purpose computer, special purpose computer or other programmable data processing methods and comes
Realize, thus perform the present invention by the processor of computer or other programmable data processing methods
The scheme specified in disclosed structure chart and/or block diagram and/or the frame of flow graph or multiple frame.
Those skilled in the art of the present technique are appreciated that various operations, the side discussed in the present invention
Step in method, flow process, measure, scheme can be replaced, changed, combined or deleted.Further
Ground, have the present invention had discussed various operations, method, other steps in flow process, arrange
Execute, scheme can also be replaced, changed, reset, decomposed, combined or deleted.Further, existing
Have in technology have with the step in the various operations disclosed in the present invention, method, flow process, measure,
Scheme can also be replaced, changed, reset, decomposed, combined or deleted.
The above is only the some embodiments of the present invention, it is noted that for the art
For those of ordinary skill, under the premise without departing from the principles of the invention, it is also possible to make some improvement
And retouching, these improvements and modifications also should be regarded as protection scope of the present invention.