CN105335465B - A kind of method and apparatus showing main broadcaster's account - Google Patents
A kind of method and apparatus showing main broadcaster's account Download PDFInfo
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- CN105335465B CN105335465B CN201510616714.XA CN201510616714A CN105335465B CN 105335465 B CN105335465 B CN 105335465B CN 201510616714 A CN201510616714 A CN 201510616714A CN 105335465 B CN105335465 B CN 105335465B
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- main broadcaster
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/70—Information retrieval; Database structures therefor; File system structures therefor of video data
- G06F16/73—Querying
- G06F16/735—Filtering based on additional data, e.g. user or group profiles
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/70—Information retrieval; Database structures therefor; File system structures therefor of video data
- G06F16/78—Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually
Abstract
The invention discloses a kind of method and apparatus for showing main broadcaster's account, belong to field of computer technology.The described method includes: viewing interactive information of the target account to each main broadcaster's account in the default history duration of acquisition；In each main broadcaster's account, determine that corresponding viewing interactive information meets target main broadcaster's account of default liveness condition；The video feature information of each main broadcaster's account according to the pre-stored data determines that the video feature information of video feature information and the target main broadcaster account meets main broadcaster's account of preset matching degree condition；The main broadcaster's account determined is shown to the target account.Using the present invention, the accuracy for recommending main broadcaster can be improved.
Description
Technical field
The present invention relates to field of computer technology, in particular to a kind of method and apparatus for showing main broadcaster's account.
Background technique
With the development of internet technology, internet using more and more extensive, function is also stronger and stronger.People can be with
Pass through the various programs of internet viewing.For example, user can access the room of some main broadcaster in the website on certain website, in turn
The programme televised live (as sung) of the main broadcaster is watched, and (such as chat, gifts) can be interacted with main broadcaster.
Main broadcaster's display area would generally be provided on the homepage of website, server can be chosen most popular in a period of time
Then several main broadcasters show the corresponding icon of these main broadcasters in main broadcaster's display area, to facilitate user to select.
In the implementation of the present invention, the inventor finds that the existing technology has at least the following problems:
Server is chosen most popular main broadcaster in a period of time and is shown, and the main broadcaster shown in this way not necessarily meets difference
The actual demand of user causes to show that the accuracy of main broadcaster is poor.
Summary of the invention
In order to solve problems in the prior art, the embodiment of the invention provides a kind of methods and dress for showing main broadcaster's account
It sets.The technical solution is as follows:
In a first aspect, providing a kind of method for showing main broadcaster's account, which comprises
Viewing interactive information of the target account to each main broadcaster's account in the default history duration of acquisition；
In each main broadcaster's account, determine that corresponding viewing interactive information meets the target main broadcaster of default liveness condition
Account；
The video feature information of each main broadcaster's account according to the pre-stored data, determines video feature information and the target main broadcaster
The video feature information of account meets main broadcaster's account of preset matching degree condition；
The main broadcaster's account determined is shown to the target account.
Second aspect, provides a kind of device for showing main broadcaster's account, and described device includes:
Module is obtained, for obtaining in default history duration target account to the viewing interactive information of each main broadcaster's account；
First determining module, in each main broadcaster's account, determining that corresponding viewing interactive information meets default live
Target main broadcaster's account of jerk condition；
Second determining module determines video features for the video feature information of each main broadcaster's account according to the pre-stored data
The video feature information of information and the target main broadcaster account meets main broadcaster's account of preset matching degree condition；
Display module, for showing the main broadcaster's account determined to the target account.
Technical solution provided in an embodiment of the present invention has the benefit that
In the embodiment of the present invention, target account in default history duration is obtained to the viewing interactive information of each main broadcaster's account,
In each main broadcaster's account, determine that corresponding viewing interactive information meets target main broadcaster's account of default liveness condition, according to pre-
The video feature information of each main broadcaster's account first stored determines the video feature information of video feature information Yu target main broadcaster account
The main broadcaster's account for meeting preset matching degree condition shows the main broadcaster's account determined to target account, in this way, can be according to user
The viewing interactive information of history recommends main broadcaster for user, and the main broadcaster recommended in this way can more meet the demand of user, so as to
Improve the accuracy for recommending main broadcaster.
Detailed description of the invention
To describe the technical solutions in the embodiments of the present invention more clearly, make required in being described below to embodiment
Attached drawing is briefly described, it should be apparent that, drawings in the following description are only some embodiments of the invention, for
For those of ordinary skill in the art, without creative efforts, it can also be obtained according to these attached drawings other
Attached drawing.
Fig. 1 is a kind of method flow diagram for showing main broadcaster's account provided in an embodiment of the present invention；
Fig. 2 is a kind of application scenarios schematic diagram provided in an embodiment of the present invention；
Fig. 3 is a kind of application scenarios schematic diagram provided in an embodiment of the present invention；
Fig. 4 is a kind of apparatus structure schematic diagram for showing main broadcaster's account provided in an embodiment of the present invention；
Fig. 5 is a kind of apparatus structure schematic diagram for showing main broadcaster's account provided in an embodiment of the present invention；
Fig. 6 is a kind of structural schematic diagram of server provided in an embodiment of the present invention.
Specific embodiment
To make the object, technical solutions and advantages of the present invention clearer, below in conjunction with attached drawing to embodiment party of the present invention
Formula is described in further detail.
Embodiment one
The embodiment of the invention provides a kind of methods for showing main broadcaster's account, as shown in Figure 1, the process flow of this method can
To comprise the following steps that
Step 101, viewing interactive information of the target account to each main broadcaster's account in the default history duration of acquisition.
Step 102, in each main broadcaster's account, determine that corresponding viewing interactive information meets the target of default liveness condition
Main broadcaster's account.
Step 103, the video feature information of each main broadcaster's account according to the pre-stored data, determines video feature information and target
The video feature information of main broadcaster's account meets main broadcaster's account of preset matching degree condition.
Step 104, the main broadcaster's account determined is shown to target account.
In the embodiment of the present invention, target account in default history duration is obtained to the viewing interactive information of each main broadcaster's account,
In each main broadcaster's account, determine that corresponding viewing interactive information meets target main broadcaster's account of default liveness condition, according to pre-
The video feature information of each main broadcaster's account first stored determines the video feature information of video feature information Yu target main broadcaster account
The main broadcaster's account for meeting preset matching degree condition shows the main broadcaster's account determined to target account, in this way, can be according to user
The viewing interactive information of history recommends main broadcaster for user, and the main broadcaster recommended in this way can more meet the demand of user, so as to
Improve the accuracy for recommending main broadcaster.
Embodiment two
The embodiment of the invention provides a kind of method for showing main broadcaster's account, the executing subject of this method is server.Its
In, which can be the background server of certain website.The server may include memory, processor and transceiver.It deposits
Reservoir can be used for storing target account to each main broadcaster's account viewing interactive information, each main broadcaster's account video feature information,
And the data of the data and generation needed in following treatment processes；Processor is determined for viewing interactive information and meets
The target main broadcaster account and video feature information and the video feature information of target main broadcaster account of default liveness condition meet
Main broadcaster's account of preset matching degree condition；Main broadcaster's account that transceiver can be used for determine is sent to presentation device；The clothes
Being engaged in device can also be including transceiver and power supply etc..
Below in conjunction with specific embodiment, process flow shown in FIG. 1 is described in detail, content can be as
Under:
Step 101, viewing interactive information of the target account to each main broadcaster's account in the default history duration of acquisition.
In an implementation, number of site or application program can provide a user video-see function, these videos can be
Main broadcaster records or the video of live streaming.User can pass through these videos of internet viewing.The present embodiment is seen in webpage with user
It sees for video and is illustrated.User can open the homepage of certain website at the terminal, and the account of oneself is registered in the website,
After user carries out Account Logon, then the video of each main broadcaster can be watched.It, can be with if user wants the video of viewing A main broadcaster
The corresponding option of A main broadcaster's account is clicked in homepage, such as the head portrait of A main broadcaster, and then watch A main broadcaster video (as singing video,
Perform video etc.), user can also interact and chat with A main broadcaster during watching video, the backstage clothes of the website
Business device then can recorde and store the viewing interactive information that the user watches the video of A main broadcaster, and viewing interactive information may include
The user is to the consumption number of A main broadcaster, viewing duration and interaction number etc..It, can be by the account and A of user when being stored
Mark information of the main broadcaster's account of main broadcaster as the viewing interactive information, to carry out subsequent processing.The user watches view every time
When frequency, the background server of the website can be carried out above-mentioned record, and the viewing for obtaining each main broadcaster's account of account of the user is mutual
Dynamic information, in addition, server can also record user to the watched time of each main broadcaster, watching interactive information can also include target
Watched time of the account to each main broadcaster's account.
After user's logon account, the mark of the account (i.e. target account) of the available user of the server of the website
Know, then in stored viewing interactive information, inquires the target account recorded in default history duration to each main broadcaster's account
The viewing interactive information at family, to carry out subsequent processing.
Step 102, in each main broadcaster's account, determine that corresponding viewing interactive information meets the target of default liveness condition
Main broadcaster's account.
It in an implementation, can be according to each after server gets target account to the viewing interactive information of each main broadcaster's account
The corresponding viewing interactive information of main broadcaster's account determines the liveness of the viewing interactive information of each main broadcaster's account respectively, and then can be with
Choose main broadcaster's account (i.e. target main broadcaster account) that viewing interactive information meets default liveness condition.For example, viewing interaction letter
Breath is watched time and interaction number, then can determine the most main broadcaster's account of watched time, and mutually in each main broadcaster's account
The most main broadcaster's account of dynamic number, alternatively, server can also calculate separately the watched time of each main broadcaster's account with interact it is secondary
Several and value, and then determine watched time and the interact number and maximum main broadcaster's account of value.
Optionally, the case where consumption number and/or viewing duration being included at least for viewing interactive information, it is corresponding to handle
Process can be such that in each main broadcaster's account, determines corresponding consumption number and/or watches the target that duration is greater than preset threshold
Main broadcaster's account.
In an implementation, the corresponding preset threshold (can be referred to as threshold value A) of consumption number can be stored in advance in server, and
Watch the corresponding preset threshold (can be referred to as threshold value B) of duration.It is mutual to the viewing of each main broadcaster's account that server gets target account
It after dynamic information, can determine that consumption number is greater than the account of threshold value A, can also determine that viewing duration is greater than the master greater than threshold value B
Broadcast account.Server can choose consumption number and be greater than threshold value A and watch main broadcaster's account (i.e. mesh that duration is greater than threshold value B
Mark main broadcaster's account), it can also determine that consumption number is greater than threshold value A or watches duration (i.e. greater than main broadcaster's account greater than threshold value B
Target main broadcaster account).
Step 103, the video feature information of each main broadcaster's account according to the pre-stored data, determines video feature information and target
The video feature information of main broadcaster's account meets main broadcaster's account of preset matching degree condition.
In an implementation, the video feature information of each main broadcaster's account, video feature information packet can be stored in advance in server
Include main broadcaster's image feature information and voice characteristics information.After server determines target main broadcaster's account by above-mentioned processing, it can obtain
Take the video feature information of target main broadcaster's account.The available each main broadcaster's account in addition to target main broadcaster's account of server, into
And the matching degree of the video feature information of these main broadcaster's accounts and the video feature information of target main broadcaster account can be calculated, then
It can determine that the video feature information of video feature information and target main broadcaster account meets main broadcaster's account of preset matching degree condition.
Optionally, main broadcaster's image feature information may include features of skin colors information, shape of face characteristic information and hair style feature letter
Breath, voice characteristics information includes tamber characteristic information；Correspondingly, the treatment process of step 103 can be such that according to each main broadcaster's account
Features of skin colors information, shape of face characteristic information, hair style characteristic information and the tamber characteristic information at family and target main broadcaster account determine each
The matching degree of the video feature information of the video feature information and target main broadcaster account of main broadcaster's account；Determine that corresponding matching degree is full
Main broadcaster's account of sufficient preset matching degree condition.
In an implementation, server can use face recognition technology, obtain features of skin colors information, the shape of face feature of each main broadcaster
Information and hair style characteristic information etc., face recognition technology can be it is diversified, such as be based on OpenCV (Open Source
Computer Vision Library, increase income computer vision library) face recognition technology.Server can also use voice
Analytical technology, obtains the tamber characteristic information of each main broadcaster, speech analysis techniques can be it is diversified, such as using formant frequency
Spectrum analysis voice tone color.
Server can determine the matching degree of the features of skin colors information of some main broadcaster's account and target main broadcaster account, the main broadcaster
The matching degree of the shape of face characteristic information of account and target main broadcaster account, the hair style feature of main broadcaster's account and target main broadcaster account are believed
The matching degree of the tamber characteristic information of the matching degree of breath and main broadcaster's account and target main broadcaster account.
For example, features of skin colors information can be features of skin colors value, the colour of skin can be indicated with 0~100 value, wherein 0 table
Show most black, 100 indicate most white, the features of skin colors value of some main broadcaster's account (can be referred to as main broadcaster account B) is 60, target main broadcaster's account
The features of skin colors value of (can be referred to as main broadcaster account A) be 80, server can calculate main broadcaster account B) features of skin colors codomain and mesh
The difference of the features of skin colors value of mark main broadcaster's account, i.e., 20, and then according to the matching degree of the determining the two of the difference of calculating, specifically,
Difference is 0, then matching degree is 100, difference 100, then matching degree is 0, and the corresponding matching degree of above-mentioned difference 20 is 80；Server
The shape of face matching degree and hair style matching degree of main broadcaster's account B Yu main broadcaster's account A, the matching can be calculated by face recognition technology
The range of degree can be 0~100；Tamber characteristic information can be sound characteristic value, sound can be indicated with 0~100 value,
Wherein, 0 indicate most hoarse, 100 indicate that the sound characteristic value of most fine and smooth main broadcaster's account B is 60, the sound characteristic value of main broadcaster's account A
It is 80, server can calculate the difference of the sound characteristic codomain of main broadcaster's account B and the sound characteristic value of target main broadcaster account, i.e.,
20, and then according to the matching degree of the determining the two of the difference of calculating, specifically, difference is 0, then matching degree is 100, difference 100,
Then matching degree is 0, and the corresponding matching degree of above-mentioned difference 20 is 80.In addition, main broadcaster's image feature information can also include that ocular form is special
Reference breath, nozzle type characteristic information etc., this embodiment is not limited.Video feature information can also include background characteristics information etc.,
This embodiment is not limited.
Server determines the matching degree of the features of skin colors information of main broadcaster's account B and target main broadcaster account, main broadcaster's account B respectively
With matching degree, main broadcaster's account B and the hair style characteristic information of target main broadcaster account of the shape of face characteristic information of target main broadcaster's account
After the matching degree of the tamber characteristic information of matching degree and main broadcaster's account B and target main broadcaster account, these matching degrees can be calculated
Average value, obtain the matching degree of the video feature information of main broadcaster's account B and the video feature information of target main broadcaster account.For
Each main broadcaster's account in addition to target account, server can be carried out above-mentioned processing, obtain each main broadcaster's account and target main broadcaster
The matching degree of the hair style characteristic information of account, and then can determine that corresponding matching degree meets main broadcaster's account of preset matching degree condition
Family.
Optionally, the corresponding maximum preset number main broadcaster account of matching degree is determined.
In an implementation, server determines that the video feature information of each main broadcaster's account and the video features of target main broadcaster account are believed
It after the matching degree of breath, can be ranked up according to matching degree, and then the corresponding maximum preset number of matching degree can be chosen
A main broadcaster's account.For example, target main broadcaster's account is main broadcaster's account A, the corresponding matching degree of main broadcaster's account D is 80, E pairs of main broadcaster's account
The matching degree answered is 70, and the corresponding matching degree of main broadcaster's account F is 75, and the corresponding matching degree of main broadcaster's account G is 60, and preset number is
2, then it can choose main broadcaster's account D and main broadcaster's account F.
Optionally, weight can be set for above-mentioned each video feature information, corresponding treatment process can be such that according to each
Features of skin colors information, shape of face characteristic information, hair style characteristic information and the tamber characteristic information of main broadcaster's account and target main broadcaster account,
And preset colour of skin weight, shape of face weight, hair style weight and tone color weight, determine the video feature information of each main broadcaster's account with
The matching degree of the video feature information of target main broadcaster's account.
In an implementation, colour of skin weight, shape of face weight, hair style weight and tone color weight can be preset in server.It is right
In main broadcaster account B, server can determine respectively the features of skin colors information of main broadcaster's account B and target main broadcaster account matching degree,
The hair style of the matching degree of main broadcaster's account B and the shape of face characteristic information of target main broadcaster account, main broadcaster's account B and target main broadcaster account is special
The matching degree of the tamber characteristic information of the matching degree and main broadcaster's account B and target main broadcaster account of reference breath, then can be by this
A little matching degrees are added multiplied by corresponding weight, obtain the video feature information and target main broadcaster account of main broadcaster's account B
Video feature information matching degree.For each main broadcaster's account in addition to target account, server can be carried out above-mentioned place
Reason obtains the matching degree of the hair style characteristic information of each main broadcaster's account and target main broadcaster account, then can determine corresponding matching
Degree meets main broadcaster's account of preset matching degree condition.
For example, it is 0.2 that colour of skin weight, which can be set, and shape of face weight 0.2, hair style weight 0.2, tone color weight 0.4.Server
The matching degree for determining features of skin colors information is 80, and the matching degree of shape of face characteristic information is 60, and the matching degree of hair style characteristic information is
50, the matching degree 80 of tamber characteristic information can then calculate of the video feature information of main broadcaster's account B and target main broadcaster account
It is 70 with degree.
Optionally, in the case of the number of target main broadcaster's account is multiple, correspondingly, the treatment process of step 103 can
With as follows: determining the average value of the video feature information of each target main broadcaster account, the view of each main broadcaster's account according to the pre-stored data
Frequency characteristic information determines that the average value of the video feature information of video feature information and each target main broadcaster account meets preset matching
Main broadcaster's account of degree condition.
In an implementation, for target main broadcaster's account be multiple accounts the case where, server can calculate each target main broadcaster account
The average value of the video feature information at family.For example, the features of skin colors value of target main broadcaster's account A is 80, tamber characteristic value is 80, mesh
The features of skin colors value for marking main broadcaster's account B is 70, and tamber characteristic value is 70, then the average value that can calculate the two features of skin colors value is
75, the average value of tamber characteristic value is 75.Server can determine that the video of video feature information and each target main broadcaster account is special
The average value of reference breath meets main broadcaster's account of preset matching degree condition, and specific processing mode is referred to above-mentioned processing side
Formula repeats no more.In addition, for shape of face characteristic information and hair style characteristic information, can be used existing face recognition technology and
Image processing techniques determines its average value.
The case where being multiple accounts for target main broadcaster's account, server can also be handled in the following way.Server
It can determine that video feature information and its video feature information meet preset matching degree condition respectively to each target main broadcaster account
Main broadcaster's account, and the multiple main broadcaster's accounts determined can be recorded.For example, target main broadcaster's account is main broadcaster's account A
With main broadcaster account B, server can determine that video feature information and the video feature information of main broadcaster's account A meet preset matching degree
Main broadcaster's account of condition, i.e. main broadcaster's account D and main broadcaster's account E；Determine that the video features of video feature information and main broadcaster's account B are believed
Breath meets main broadcaster's account of preset matching degree condition, i.e. main broadcaster's account F and main broadcaster account G, then server can be to main broadcaster's account
D, main broadcaster's account E, main broadcaster's account F and main broadcaster's account G are recorded, to carry out subsequent processing.
Step 104, the main broadcaster's account determined is shown to target account.
In an implementation, after server determines main broadcaster's account, the account identification of main broadcaster's account can be sent to target account
The corresponding terminal in family, the account identification of main broadcaster's account can be the account name of main broadcaster's account, be also possible to the head portrait of main broadcaster's account
Information etc..After terminal receives the account identification of main broadcaster's account of server transmission, these main broadcaster's accounts can be shown.
The display area (can be referred to as main broadcaster and recommend region) of main broadcaster's account can be set in webpage, terminal can be in main broadcaster's recommended area
In domain, the main broadcaster's account received is shown.For example, terminal can recommend the head portrait for showing the main broadcaster in region, such as Fig. 2 in main broadcaster
It is shown, the account name that main broadcaster's account is shown in region can also be recommended in main broadcaster.In addition, terminal can also be pushed away by popping up main broadcaster
The form of prompting frame is recommended, shows main broadcaster's account, as shown in figure 3, the position of main broadcaster's recommendation prompting frame can be the lower right corner of the page,
It is also possible to any other position.
In the embodiment of the present invention, target account in default history duration is obtained to the viewing interactive information of each main broadcaster's account,
In each main broadcaster's account, determine that corresponding viewing interactive information meets target main broadcaster's account of default liveness condition, according to pre-
The video feature information of each main broadcaster's account first stored determines the video feature information of video feature information Yu target main broadcaster account
The main broadcaster's account for meeting preset matching degree condition shows the main broadcaster's account determined to target account, in this way, can be according to user
The viewing interactive information of history recommends main broadcaster for user, and the main broadcaster recommended in this way can more meet the demand of user, so as to
Improve the accuracy for recommending main broadcaster.
Embodiment three
Based on the same technical idea, the embodiment of the invention also provides a kind of devices for showing main broadcaster's account, such as Fig. 4 institute
Show, which includes:
Module 410 is obtained, for obtaining in default history duration target account to the viewing interactive information of each main broadcaster's account；
First determining module 420, in each main broadcaster's account, determining that it is default that corresponding viewing interactive information meets
Target main broadcaster's account of liveness condition；
Second determining module 430 determines video spy for the video feature information of each main broadcaster's account according to the pre-stored data
Reference breath meets main broadcaster's account of preset matching degree condition with the video feature information of the target main broadcaster account；
Display module 440, for showing the main broadcaster's account determined to the target account.
Optionally, the viewing interactive information includes at least consumption number and/or viewing duration；
First determining module 420, is used for:
In each main broadcaster's account, determines corresponding consumption number and/or watch the target that duration is greater than preset threshold
Main broadcaster's account.
Optionally, the video feature information includes main broadcaster's image feature information and voice characteristics information.
Optionally, main broadcaster's image feature information includes features of skin colors information, shape of face characteristic information and hair style feature letter
Breath, the voice characteristics information includes tamber characteristic information；
As shown in figure 5, second determining module 430, comprising:
First determines submodule 431, for the features of skin colors according to each main broadcaster's account and the target main broadcaster account
Information, shape of face characteristic information, hair style characteristic information and tamber characteristic information determine the video feature information of each main broadcaster's account
With the matching degree of the video feature information of the target main broadcaster account；
Second determines submodule 432, for determining that corresponding matching degree meets main broadcaster's account of preset matching degree condition.
Optionally, it described second determines submodule 430, is used for:
Determine the corresponding maximum preset number main broadcaster account of matching degree.
Optionally, it described first determines submodule 420, is used for:
According to the features of skin colors information of each main broadcaster's account and the target main broadcaster account, shape of face characteristic information, hair style
Characteristic information and tamber characteristic information and preset colour of skin weight, shape of face weight, hair style weight and tone color weight, determine institute
State the matching degree of the video feature information of each main broadcaster's account and the video feature information of the target main broadcaster account.
Optionally, the number of the target main broadcaster account is multiple；
Second determining module 430, is used for:
Determine the average value of the video feature information of each target main broadcaster account, the view of each main broadcaster's account according to the pre-stored data
It is default to determine that the average value of the video feature information of video feature information and each target main broadcaster account meets for frequency characteristic information
Main broadcaster's account of matching degree condition.
In the embodiment of the present invention, target account in default history duration is obtained to the viewing interactive information of each main broadcaster's account,
In each main broadcaster's account, determine that corresponding viewing interactive information meets target main broadcaster's account of default liveness condition, according to pre-
The video feature information of each main broadcaster's account first stored determines the video feature information of video feature information Yu target main broadcaster account
The main broadcaster's account for meeting preset matching degree condition shows the main broadcaster's account determined to target account, in this way, can be according to user
The viewing interactive information of history recommends main broadcaster for user, and the main broadcaster recommended in this way can more meet the demand of user, so as to
Improve the accuracy for recommending main broadcaster.
It should be understood that it is provided by the above embodiment show main broadcaster's account device when showing main broadcaster's account, only with
The division progress of above-mentioned each functional module can according to need and for example, in practical application by above-mentioned function distribution by not
Same functional module is completed, i.e., the internal structure of equipment is divided into different functional modules, to complete whole described above
Or partial function.In addition, the device provided by the above embodiment for showing main broadcaster's account and the method for showing main broadcaster's account are implemented
Example belongs to same design, and specific implementation process is detailed in embodiment of the method, and which is not described herein again.
Example IV
Fig. 6 is the structural schematic diagram of server provided in an embodiment of the present invention.The server 1900 can be because of configuration or performance
It is different and generate bigger difference, it may include one or more central processing units (central processing
Units, CPU) 1922 (for example, one or more processors) and memory 1932, one or more storage applications
The storage medium 1930 (such as one or more mass memory units) of program 1942 or data 1944.Wherein, memory
1932 and storage medium 1930 can be of short duration storage or persistent storage.The program for being stored in storage medium 1930 may include one
A or more than one module (diagram does not mark), each module may include to the series of instructions operation in server.More into
One step, central processing unit 1922 can be set to communicate with storage medium 1930, execute storage medium on server 1900
Series of instructions operation in 1930.
Server 1900 can also include one or more power supplys 1926, one or more wired or wireless nets
Network interface 1950, one or more input/output interfaces 1958, one or more keyboards 1956, and/or, one or
More than one operating system 1941, such as Windows ServerTM, Mac OS XTM, UnixTM, LinuxTM, FreeBSDTM
Etc..
Server 1900 may include have memory and one perhaps more than one program one of them or one
A procedure above is stored in memory, and is configured to execute one or one by one or more than one processor
A procedure above includes the instruction for performing the following operation:
Viewing interactive information of the target account to each main broadcaster's account in the default history duration of acquisition；
In each main broadcaster's account, determine that corresponding viewing interactive information meets the target main broadcaster of default liveness condition
Account；
The video feature information of each main broadcaster's account according to the pre-stored data, determines video feature information and the target main broadcaster
The video feature information of account meets main broadcaster's account of preset matching degree condition；
The main broadcaster's account determined is shown to the target account.
Optionally, the viewing interactive information includes at least consumption number and/or viewing duration；
It is described in each main broadcaster's account, determine that corresponding viewing interactive information meets the target of default liveness condition
Main broadcaster's account, comprising:
In each main broadcaster's account, determines corresponding consumption number and/or watch the target that duration is greater than preset threshold
Main broadcaster's account.
Optionally, the video feature information includes main broadcaster's image feature information and voice characteristics information.
Optionally, main broadcaster's image feature information includes features of skin colors information, shape of face characteristic information and hair style feature letter
Breath, the voice characteristics information includes tamber characteristic information；
The determining video feature information and the video feature information of the target main broadcaster account meet preset matching degree item
Main broadcaster's account of part, comprising:
According to the features of skin colors information of each main broadcaster's account and the target main broadcaster account, shape of face characteristic information, hair style
Characteristic information and tamber characteristic information determine the video feature information of each main broadcaster's account and the view of the target main broadcaster account
The matching degree of frequency characteristic information；
Determine that corresponding matching degree meets main broadcaster's account of preset matching degree condition.
Optionally, the corresponding matching degree of the determination meets main broadcaster's account of preset matching degree condition, comprising:
Determine the corresponding maximum preset number main broadcaster account of matching degree.
Optionally, described special according to the features of skin colors information of each main broadcaster's account and the target main broadcaster account, shape of face
Reference breath, hair style characteristic information and tamber characteristic information, determine each main broadcaster's account video feature information and the target
The matching degree of the video feature information of main broadcaster's account, comprising:
According to the features of skin colors information of each main broadcaster's account and the target main broadcaster account, shape of face characteristic information, hair style
Characteristic information and tamber characteristic information and preset colour of skin weight, shape of face weight, hair style weight and tone color weight, determine institute
State the matching degree of the video feature information of each main broadcaster's account and the video feature information of the target main broadcaster account.
Optionally, the number of the target main broadcaster account is multiple；
The video feature information of each main broadcaster's account according to the pre-stored data, determines video feature information and the target
The video feature information of main broadcaster's account meets main broadcaster's account of preset matching degree condition, comprising:
Determine the average value of the video feature information of each target main broadcaster account, the view of each main broadcaster's account according to the pre-stored data
It is default to determine that the average value of the video feature information of video feature information and each target main broadcaster account meets for frequency characteristic information
Main broadcaster's account of matching degree condition.
In the embodiment of the present invention, target account in default history duration is obtained to the viewing interactive information of each main broadcaster's account,
In each main broadcaster's account, determine that corresponding viewing interactive information meets target main broadcaster's account of default liveness condition, according to pre-
The video feature information of each main broadcaster's account first stored determines the video feature information of video feature information Yu target main broadcaster account
The main broadcaster's account for meeting preset matching degree condition shows the main broadcaster's account determined to target account, in this way, can be according to user
The viewing interactive information of history recommends main broadcaster for user, and the main broadcaster recommended in this way can more meet the demand of user, so as to
Improve the accuracy for recommending main broadcaster.
Those of ordinary skill in the art will appreciate that realizing that all or part of the steps of above-described embodiment can pass through hardware
It completes, relevant hardware can also be instructed to complete by program, the program can store in a kind of computer-readable
In storage medium, storage medium mentioned above can be read-only memory, disk or CD etc..
The foregoing is merely presently preferred embodiments of the present invention, is not intended to limit the invention, it is all in spirit of the invention and
Within principle, any modification, equivalent replacement, improvement and so on be should all be included in the protection scope of the present invention.
Claims (10)
1. a kind of method for showing main broadcaster's account, which is characterized in that the described method includes:
Viewing interactive information of the target account to each main broadcaster's account in the default history duration of acquisition；
In each main broadcaster's account, determine that corresponding viewing interactive information meets target main broadcaster's account of default liveness condition
Family；
The video feature information of each main broadcaster's account according to the pre-stored data, determines video feature information and the target main broadcaster account
Video feature information meet main broadcaster's account of preset matching degree condition, wherein the video feature information includes main broadcaster's image
Characteristic information and voice characteristics information, main broadcaster's image feature information include features of skin colors information, shape of face characteristic information and hair
Type characteristic information, the voice characteristics information include tamber characteristic information；
The main broadcaster's account determined is shown to the target account；
Wherein, the determining video feature information and the video feature information of the target main broadcaster account meet preset matching degree item
Main broadcaster's account of part, comprising:
According to features of skin colors information, shape of face characteristic information, the hair style feature of each main broadcaster's account and the target main broadcaster account
The video of information and tamber characteristic information, the video feature information and the target main broadcaster account that determine each main broadcaster's account is special
The matching degree of reference breath；
Determine that corresponding matching degree meets main broadcaster's account of preset matching degree condition.
2. the method according to claim 1, wherein the viewing interactive information include at least consumption number and/
Or viewing duration；
It is described in each main broadcaster's account, determine that corresponding viewing interactive information meets the target main broadcaster of default liveness condition
Account, comprising:
In each main broadcaster's account, determines corresponding consumption number and/or watch the target main broadcaster that duration is greater than preset threshold
Account.
3. the method according to claim 1, wherein the corresponding matching degree of the determination meets preset matching degree item
Main broadcaster's account of part, comprising:
Determine the corresponding maximum preset number main broadcaster account of matching degree.
4. the method according to claim 1, wherein described according to each main broadcaster's account and the target main broadcaster
Features of skin colors information, shape of face characteristic information, hair style characteristic information and the tamber characteristic information of account determine each main broadcaster's account
Video feature information and the target main broadcaster account video feature information matching degree, comprising:
According to features of skin colors information, shape of face characteristic information, the hair style feature of each main broadcaster's account and the target main broadcaster account
Information and tamber characteristic information and preset colour of skin weight, shape of face weight, hair style weight and tone color weight determine described each
The matching degree of the video feature information of main broadcaster's account and the video feature information of the target main broadcaster account.
5. the method according to claim 1, wherein the number of the target main broadcaster account is multiple；
The video feature information of each main broadcaster's account according to the pre-stored data, determines video feature information and the target main broadcaster
The video feature information of account meets main broadcaster's account of preset matching degree condition, comprising:
Determine that the average value of the video feature information of each target main broadcaster account, the video of each main broadcaster's account according to the pre-stored data are special
Reference breath determines that the average value of the video feature information of video feature information and each target main broadcaster account meets preset matching
Main broadcaster's account of degree condition.
6. a kind of device for showing main broadcaster's account, which is characterized in that described device includes:
Module is obtained, for obtaining in default history duration target account to the viewing interactive information of each main broadcaster's account；
First determining module, in each main broadcaster's account, determining that corresponding viewing interactive information meets default liveness
Target main broadcaster's account of condition；
Second determining module determines video feature information for the video feature information of each main broadcaster's account according to the pre-stored data
Meet main broadcaster's account of preset matching degree condition with the video feature information of the target main broadcaster account, wherein the video is special
Reference breath includes main broadcaster's image feature information and voice characteristics information, and main broadcaster's image feature information includes features of skin colors letter
Breath, shape of face characteristic information and hair style characteristic information, the voice characteristics information include tamber characteristic information；
Display module, for showing the main broadcaster's account determined to the target account；
Wherein, second determining module, comprising:
First determines submodule, for the features of skin colors information according to each main broadcaster's account and the target main broadcaster account, face
Type characteristic information, hair style characteristic information and tamber characteristic information, determine the video feature information of each main broadcaster's account with it is described
The matching degree of the video feature information of target main broadcaster's account；
Second determines submodule, for determining that corresponding matching degree meets main broadcaster's account of preset matching degree condition.
7. device according to claim 6, which is characterized in that the viewing interactive information include at least consumption number and/
Or viewing duration；
First determining module, is used for:
In each main broadcaster's account, determines corresponding consumption number and/or watch the target main broadcaster that duration is greater than preset threshold
Account.
8. device according to claim 6, which is characterized in that described second determines submodule, is used for:
Determine the corresponding maximum preset number main broadcaster account of matching degree.
9. device according to claim 6, which is characterized in that described first determines submodule, is used for:
According to features of skin colors information, shape of face characteristic information, the hair style feature of each main broadcaster's account and the target main broadcaster account
Information and tamber characteristic information and preset colour of skin weight, shape of face weight, hair style weight and tone color weight determine described each
The matching degree of the video feature information of main broadcaster's account and the video feature information of the target main broadcaster account.
10. device according to claim 6, which is characterized in that the number of the target main broadcaster account is multiple；
Second determining module, is used for:
Determine that the average value of the video feature information of each target main broadcaster account, the video of each main broadcaster's account according to the pre-stored data are special
Reference breath determines that the average value of the video feature information of video feature information and each target main broadcaster account meets preset matching
Main broadcaster's account of degree condition.
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| CN106101796A (en) * | 2016-06-29 | 2016-11-09 | 乐视控股（北京）有限公司 | Method and device is appreciated in beating of a kind of net cast |
| CN106561054B (en) * | 2016-06-29 | 2018-09-21 | 武汉斗鱼网络科技有限公司 | Recommend method and system in a kind of live streaming room for webcast website |
| CN106067992B (en) * | 2016-08-18 | 2019-07-26 | 北京奇虎科技有限公司 | A kind of information recommendation method and device based on user behavior |
| CN106303568B (en) * | 2016-08-18 | 2019-08-02 | 北京奇虎科技有限公司 | A kind of method, client and the server of video radio hookup |
| CN106341704A (en) * | 2016-08-18 | 2017-01-18 | 北京奇虎科技有限公司 | Anchor-based recommendation method and device |
| CN106331779B (en) * | 2016-08-22 | 2019-07-26 | 暴风集团股份有限公司 | Method and system based on user preferences push main broadcaster during playing video |
| CN106528734A (en) * | 2016-10-27 | 2017-03-22 | 北京小米移动软件有限公司 | Live broadcast pushing message processing method and apparatus |
| CN106658096A (en) * | 2016-11-17 | 2017-05-10 | 百度在线网络技术（北京）有限公司 | Method and device for pushing live program |
| CN106604051A (en) * | 2016-12-20 | 2017-04-26 | 广州华多网络科技有限公司 | Live channel recommending method and device |
| CN107172452B (en) * | 2017-04-25 | 2020-02-18 | 北京潘达互娱科技有限公司 | Live broadcast room recommendation method and device |
| CN111158576A (en) * | 2019-12-31 | 2020-05-15 | 广州酷狗计算机科技有限公司 | Social relationship establishing method and device based on live broadcast scene and storage medium |
| CN111586427B (en) * | 2020-04-30 | 2022-04-12 | 广州方硅信息技术有限公司 | Anchor identification method and device for live broadcast platform, electronic equipment and storage medium |
| CN113382272B (en) | 2021-05-31 | 2022-08-26 | 北京达佳互联信息技术有限公司 | Data playing method and device, electronic equipment and storage medium |
| CN114518910A (en) * | 2022-02-14 | 2022-05-20 | 北京有竹居网络技术有限公司 | Application starting method and device, electronic equipment, storage medium and program product |
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| US6898762B2 (en) * | 1998-08-21 | 2005-05-24 | United Video Properties, Inc. | Client-server electronic program guide |
| CN101984437B (en) * | 2010-11-23 | 2012-08-08 | 亿览在线网络技术（北京）有限公司 | Music resource individual recommendation method and system thereof |
| CN104168303B (en) * | 2013-05-17 | 2016-09-28 | 腾讯科技（深圳）有限公司 | A kind of method and apparatus shown between network direct broadcasting |
| CN104540033B (en) * | 2014-12-17 | 2018-05-29 | 广州酷狗计算机科技有限公司 | Program main broadcaster display methods and device |
| CN104869464B (en) * | 2015-05-08 | 2018-09-18 | 海信集团有限公司 | It is a kind of to generate the method and device for recommending the rendition list |
| CN104899302B (en) * | 2015-06-10 | 2018-07-17 | 百度在线网络技术（北京）有限公司 | Recommend the method and apparatus of music to user |
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