CN106604078B - A kind of network video recommended method and device - Google Patents
A kind of network video recommended method and device Download PDFInfo
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- CN106604078B CN106604078B CN201510663309.3A CN201510663309A CN106604078B CN 106604078 B CN106604078 B CN 106604078B CN 201510663309 A CN201510663309 A CN 201510663309A CN 106604078 B CN106604078 B CN 106604078B
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- recommendation
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Classifications
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N21/00—Selective content distribution, e.g. interactive television or video on demand [VOD]
- H04N21/20—Servers specifically adapted for the distribution of content, e.g. VOD servers; Operations thereof
- H04N21/25—Management operations performed by the server for facilitating the content distribution or administrating data related to end-users or client devices, e.g. end-user or client device authentication, learning user preferences for recommending movies
- H04N21/262—Content or additional data distribution scheduling, e.g. sending additional data at off-peak times, updating software modules, calculating the carousel transmission frequency, delaying a video stream transmission, generating play-lists
- H04N21/26208—Content or additional data distribution scheduling, e.g. sending additional data at off-peak times, updating software modules, calculating the carousel transmission frequency, delaying a video stream transmission, generating play-lists the scheduling operation being performed under constraints
- H04N21/26216—Content or additional data distribution scheduling, e.g. sending additional data at off-peak times, updating software modules, calculating the carousel transmission frequency, delaying a video stream transmission, generating play-lists the scheduling operation being performed under constraints involving the channel capacity, e.g. network bandwidth
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N21/00—Selective content distribution, e.g. interactive television or video on demand [VOD]
- H04N21/20—Servers specifically adapted for the distribution of content, e.g. VOD servers; Operations thereof
- H04N21/25—Management operations performed by the server for facilitating the content distribution or administrating data related to end-users or client devices, e.g. end-user or client device authentication, learning user preferences for recommending movies
- H04N21/251—Learning process for intelligent management, e.g. learning user preferences for recommending movies
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N21/00—Selective content distribution, e.g. interactive television or video on demand [VOD]
- H04N21/40—Client devices specifically adapted for the reception of or interaction with content, e.g. set-top-box [STB]; Operations thereof
- H04N21/45—Management operations performed by the client for facilitating the reception of or the interaction with the content or administrating data related to the end-user or to the client device itself, e.g. learning user preferences for recommending movies, resolving scheduling conflicts
- H04N21/466—Learning process for intelligent management, e.g. learning user preferences for recommending movies
- H04N21/4668—Learning process for intelligent management, e.g. learning user preferences for recommending movies for recommending content, e.g. movies
Abstract
The invention discloses a kind of network video recommended method and devices, are related to technical field of network video, and main purpose is to provide the accuracy of video recommendations, meet the needs of users.Main method includes: to obtain the network of network bandwidth of user's application when the video playing for receiving user is requested；Judge whether to obtain the video history broadcast information of the user；If the video history broadcast information of the user can be obtained, the recommendation of network video quality is made requests according to the video history broadcast information and network bandwidth of the user；If the video history broadcast information of the user cannot be obtained, the network of network bandwidth of the video quality and user application selected according to request video other users broadcasting makes requests the recommendation of network video quality.Present invention is mainly used for the recommendations of network video.
Description
Technical field
The present invention relates to technical field of network video more particularly to a kind of network video recommended method and devices.
Background technique
With the development of multimedia network technology, network video, which has become, obtains information and enjoyment in people's daily life
The main carriers of amusement.However, existing network video is due to various originals such as network bandwidth, video provider server stress
Cause causes user's network video quality of video system default recommendation when watching network video to be unable to satisfy user demand, this
When need user to carry out manually adjusting video quality, while video will also be buffered again, influenced user and watched network video
Experience.Wherein, video quality can refer to HD video, ultra high-definition video etc..
In view of the above problems, the recommendation of video, the program are generally carried out using following scheme at present specifically:
When user loads video, video system first judges the network bandwidth situation of user, according to the network bandwidth of user's application
Size provides the video of different quality, Netowrk tape it is roomy be provided with high definition, or even super clear video, and the network of user's application
The small user of bandwidth is provided with a bit weaker video of clarity.
The above-mentioned technical solution for recommending video using bandwidth, although meeting different user to a certain extent to video
The demand of quality, but the network bandwidth for working as user's application is not all of for watching video, but some needs to retain
It is used to other application, recommends video with regard to not accurate enough according to network bandwidth in this way.And even if the bandwidth of user is all used
Watch video, but user and it is uncomfortable watch the video recommended according to network bandwidth situation, cause to be pushed away according to network bandwidth
The video recommended cannot be met the needs of users.
Summary of the invention
In view of this, the embodiment of the present invention provides a kind of network video recommended method and device, main purpose are to provide
The accuracy of video recommendations, meets the needs of users.
In order to achieve the above objectives, present invention generally provides following technical solutions:
On the one hand, the embodiment of the invention provides a kind of network video recommended methods, this method comprises:
When the video playing for receiving user is requested, the network bandwidth of user's application is obtained；
Judge whether to obtain the video history broadcast information of the user, is carried in the video history broadcast information
The video quality of user's history viewing video；
If the video history broadcast information of the user can be obtained, according to the video history broadcast information of the user and
Network bandwidth makes requests the recommendation of network video quality；
If the video history broadcast information of the user cannot be obtained, selection is played according to request video other users
Video quality and the network bandwidth of user application make requests the recommendation of network video quality.
On the other hand, the embodiment of the present invention also provides a kind of network video recommendation apparatus, which includes:
First acquisition unit, for obtaining the network of user's application when the video playing for receiving user is requested
Bandwidth；
Judging unit, for judging whether to obtain the video history broadcast information of the user, the video history is broadcast
Put the video quality that user's history viewing video is carried in information；
First request recommendation unit, if the video history broadcast information for the user can be obtained, according to the use
The video history broadcast information at family and the network bandwidth make requests the recommendation of network video quality；
Second request recommendation unit, if the video history broadcast information for the user cannot to be obtained, according to request
Video other users play the video quality selected and the network bandwidth makes requests the recommendation of network video quality.
A kind of network video recommended method and device that the embodiment of the present invention proposes, when the video playing for receiving user is asked
When asking, the network bandwidth of user application is obtained, by judging whether can to obtain the video history broadcast information of user, is mentioned
It, can be according to the video of user if the history video playing information of user can be obtained for two kinds of network video recommended methods
History broadcast information and network bandwidth make requests the recommendation of network video quality, are practised by combining the history of user to watch video
It is used to carry out network video recommendation, it is more in line with the habit of the viewing video of user；If the history video playing of user cannot be obtained
Information can then request the network bandwidth that video other users play the video quality of selection and the user applies to make requests
The recommendation of network video quality, the video quality that selection is played by the way that other users are added, which further improves network video, to be recommended
Accuracy.It is carried out according to bandwidth situation compared with network video recommends with currently used, the embodiment of the present invention is by the view of user
Frequency history broadcast information carries out network video recommendation in conjunction with bandwidth situation, and then improves the accuracy of video recommendations, meets and uses
The demand at family.
Detailed description of the invention
Fig. 1 is a kind of network video recommended method flow chart provided in an embodiment of the present invention；
Fig. 2 is another network video recommended method flow chart provided in an embodiment of the present invention；
Fig. 3 is a kind of composition block diagram of network video recommendation apparatus provided in an embodiment of the present invention；
Fig. 4 is the composition block diagram of another network video recommendation apparatus provided in an embodiment of the present invention；
The composition block diagram of the position Fig. 5 another network video recommendation apparatus provided in an embodiment of the present invention.
Specific embodiment
The present invention is described in further detail with reference to the accompanying drawings and examples.
The embodiment of the present invention provides a kind of network video recommended method, as shown in Figure 1, the method is as described below.
101, when the video playing for receiving user is requested, the network bandwidth of user's application is obtained.
Wherein, the video playing request is that user requests the network video played, and specifically network video is according to user
Hobby voluntarily selects, and the network bandwidth of user's application is related to the speed that current network communicates, i.e., is applied by user
Network bandwidth can simply judge to play the network speed of network video.The network bandwidth of user's application can be carried out by predetermined manner
Real-time detection Ethernet or ADSL (Asymmetric Digital Subscriber Line, ADSL)
Transmit the speed of data, i.e. network data transmission rate.
For the embodiment of the present invention, when the network bandwidth of acquisition user's application can be by downloading used in a certain specific file
Between calculate real network bandwidth, in the actual use process, it is also possible to can pass through and calculate 20 seconds or 30 seconds buffered videos
Data volume carry out computation bandwidth, video recommendations are then carried out according to the bandwidth of above-mentioned acquisition, can guarantee video quality recommend
Accuracy.
102, judge whether to obtain the video history broadcast information of the user, taken in the video history broadcast information
Video quality with user's history viewing video.
Wherein, the video history broadcast information of the user be user's history watch network video broadcasting record, when with
Family Website login carries out network video viewing, and the video history that user can be got according to the registration information of user plays letter
Breath.
For example, when logging in network video needed for certain video website is searched for by browser as user, the network is clicked
Video carries out video-see, and the network video played at this time can be stored in the video history broadcast information of user.
Further, the video quality that user watches network video is carried in the history video playing information, it is described
Video quality has high definition or ultra high-definition video, also has clarity slightly according to the requirement of the real-time video transmission of different condition
The some videos of elementary errors, therefore, user are different in the fluency of the video of viewing different video quality.
If the video history broadcast information of the user 103, can be obtained, is played and believed according to the video history of the user
Breath and the network bandwidth make requests the recommendation of network video quality.
It should be noted that the time that the video history broadcast information of user logs in the video website with user is longer,
The information for including in the history broadcast information of the user is also more, and wherein the information in the history broadcast information of user can wrap
It includes the network video of user's viewing, the video quality of the network video and user and watches time of the network video etc..
Further, the recommendation of the request network video quality plays letter by the video history of the comprehensive user obtained
Breath and the network bandwidth of user's application recommend more reasonable network video quality to user, can be improved the body that user watches video
It tests, while can reasonably save resource.
If the video history broadcast information of the user 104, cannot be obtained, choosing is played according to request video other users
Video quality and the network bandwidth make requests the recommendation of network video quality.
Wherein, the video quality that other users select can log in the video website by acquisition other users and be watched
Video information obtain, and the user according to selected by different classes of network video is not identical, and concrete condition can pass through use
Depending on the currently selected network video type for taking viewing in family.
In addition, the present invention when video history broadcast information that cannot obtain the user, requests network video matter
The recommendation of amount plays the video quality combination user network bandwidth selected to user's recommendation network video by request other users
Quality more can be improved the accuracy of video quality recommendation.
A kind of network video recommended method provided in an embodiment of the present invention, when the video playing for receiving user is requested,
The network bandwidth for obtaining user application provides two by judging whether can to obtain the video history broadcast information of user
Kind network video recommended method can be according to the video history of user if the history video playing information of user can be obtained
Broadcast information and the network bandwidth of user application make requests the recommendation of network video quality；If the history of user cannot be obtained
Video playing information can then request video other users to play the network bandwidth of the video quality selected and user application
The recommendation of network video quality is made requests, and then improves the accuracy of video recommendations, is met the needs of users.
The embodiment of the invention provides another network video recommended methods, as shown in Fig. 2, the method is as described below.
201, when the video playing for receiving user is requested, the network bandwidth of user's application is obtained.
202, judge whether to obtain the video history broadcast information of the user, taken in the video history broadcast information
Video quality with user's history viewing video.
If the video history broadcast information of the user 203, can be obtained, 203 are executed, if cannot obtain the user's
Video history broadcast information, then execute 205.
203, the network video quality recommended is determined according to the video history broadcast information of user.
It should be noted that needing to obtain the video history broadcast information of the user, specific method before this step
The video history that video system acquisition user can be logged in by user broadcasts information, or watches network by browser according to user
The characteristic information of video obtains the video history broadcast information of user, and the characteristic information may include the identity that user watches video
Information and date information etc..
If the network bandwidth of 204a, user's current application meet the network video quality of the recommendation, recommend described true
Fixed network video quality.
It can determine the network video quality of recommendation by above-mentioned steps 203, but determine the network video quality recommended not necessarily
Meet the network bandwidth requirement of user's current application, it is therefore desirable in conjunction with current bandwidth to the network video quality of the recommendation into
One step is recommended.
Specifically, if current network bandwidth can satisfy the network video quality of the recommendation, i.e., current network speed combines
After the video history broadcast information of user, allows the network video smoothly play, then recommend the video of the network video
Quality.
If the network bandwidth of 204b, user's current application are unsatisfactory for the network video quality of the recommendation, according to
The maximum history buffer time of network bandwidth and requestor make requests the recommendation of video quality.
Wherein, if it is impossible to meet the network video qualities of the recommendation for the network bandwidth of user's current application, i.e., currently
Network speed can not allow the network video quality smoothly to play, then need the network bandwidth further combined with user's current application
The recommendation of video quality is made requests with the maximum history buffer time of requestor.
Specifically, when calculating buffering according to the network bandwidth of user's current application and the network video quality of the determination
Between, wherein the buffer time is the time of current network video playing required buffer；If the buffer time is without departing from asking
The maximum history buffer time for the person of asking, then recommend current video quality, wherein requestor's maximum history buffer time is
User's history watches the network video acceptable longest video buffer time；If the buffer time exceeds requestor most
Big history buffer time then recommends the video quality for being lower than current video quality.
205, the network video quality recommended is determined according to the video history broadcast information of other users.
It should be noted that needing to obtain the video history broadcast information of the other users, specifically before this step
The video history that method can log in video system acquisition other users by other users broadcasts information.
If the network bandwidth of 206a, user's current application meet the network video quality of the recommendation, recommend described true
Fixed network video quality.
Wherein, if determining that the network video quality recommended not necessarily meets currently according to the history broadcast information of other users
Bandwidth requirement recommend the network video of the determination if the network video quality of the determination can satisfy the smooth broadcasting of the video
Frequency quality.
If the network bandwidth of 206b, user's current application are unsatisfactory for the network video quality of the recommendation, according to
Network bandwidth and pre-set buffer time make requests the recommendation of video quality, and the pre-set buffer time is that general user can hold
The buffer time received.
Wherein, if it is impossible to meet the network video qualities of the recommendation for the network bandwidth of user's current application, i.e., currently
Network speed can not allow the network video quality smoothly to play, then need the Netowrk tape further combined with user's current application
The wide and pre-set buffer time makes requests the recommendation of video quality, wherein the pre-set buffer time is that general user can hold
The buffer time received.
When specifically, according to the network bandwidth of user's current application and the network video quality pre-set buffer of the determination
Between, wherein the buffer time is the time of current network video playing required buffer；If the buffer time is without departing from institute
Preset buffer time is stated, then recommends current video quality, wherein the pre-set buffer time is flat according to not tired video user
Equal acceptance level is configured；If the buffer time exceeds the pre-set buffer time, recommend to be lower than current video quality
Video quality.
Another kind network video recommended method provided in an embodiment of the present invention, when the video playing for receiving user is requested
When, the network of network bandwidth of user application is obtained, by judging whether can to obtain the video history broadcast information of user,
Two kinds of network video recommended methods are provided, it, can be according to the view of user if the history video playing information of user can be obtained
Frequency history broadcast information and network bandwidth make requests the recommendation of network video quality；If the history video that cannot obtain user is broadcast
Information is put, then the network bandwidth that video other users play the video quality of selection and the user applies can be requested to ask
The recommendation of network video quality is asked, and then improves the accuracy of video recommendations, is met the needs of users.
In addition, due to when carrying out network video recommendation, the habit that plays invention introduces user as weight coefficient,
The recommendation of network video quality can be preferably carried out for each user, and is increased with the history video playing information of user
It is more, it is able to carry out and more accurately makes recommendation.
Also, it is played when failing to obtain the history video playing information of user, introducing similar video other users
Habit further increases the accuracy of the video quality of recommended user as reference.
The embodiment of the invention provides a kind of network video recommendation apparatus, as shown in figure 3, described device includes: first to obtain
Take unit 31, judging unit 32, first that recommendation unit 33, second is requested to request recommendation unit 34.
The acquiring unit 31, for obtaining the net of user's application when the video playing for receiving user is requested
Network bandwidth.
The judging unit 32, for judging whether to obtain the video history broadcast information of the user, the video
The video quality of user's history viewing video is carried in history broadcast information.
The judging unit 32, is specifically used for:
Judge the user whether be video system login user；
Or judge whether that the characteristic information that user watches network video by browser, the characteristic information can be obtained
Carry the information of user's history viewing network video.
The first request recommendation unit 33, if the video history broadcast information for the user can be obtained, basis
The video history broadcast information of the user and the network bandwidth make requests the recommendation of network video quality.
The second request recommendation unit 34, if the video history broadcast information for the user cannot to be obtained, root
The video quality selected is played according to request video other users and the network bandwidth makes requests the recommendation of network video quality.
Further, as shown in figure 4, the first request recommendation unit 33 specifically includes: the first determining module is used for root
The network video quality recommended is determined according to the video history broadcast information of user；
First recommending module, if the network bandwidth for user's current application meets the network video quality of the recommendation,
Then recommend the network video quality of the determination；
Second recommending module, if the network bandwidth for user's current application is unsatisfactory for the network video matter of the recommendation
Amount, then make requests the recommendation of video quality according to the maximum history buffer time of the network bandwidth and requestor.
Second recommending module, is specifically used for:
Buffer time is calculated according to the network bandwidth of user's current application and the network video quality of the determination；
If the buffer time does not exceed the maximum history buffer time of requestor, recommend current video quality；
If the buffer time exceeds the maximum history buffer time of requestor, recommend the view for being lower than current video quality
Frequency quality.
The second request recommendation unit 34 specifically includes: the second confirmation module, for being gone through according to the video of other users
History broadcast information determines the network video quality recommended；
Third recommending module, if the network bandwidth for user's current application meets the network video quality of the recommendation,
Then recommend the network video quality of the determination；
4th recommending module, if the network bandwidth for user's current application is unsatisfactory for the network video matter of the recommendation
Amount, then make requests the recommendation of video quality according to the network bandwidth and pre-set buffer time, and the pre-set buffer time is
The buffer time that general user is able to bear.
4th recommending module, is specifically used for:
According to the network video quality pre-set buffer time of the network bandwidth of user's current application and the determination；
If the buffer time does not exceed the pre-set buffer time, recommend current video quality；
If the buffer time exceeds the pre-set buffer time, the video matter for recommending to be lower than current video quality is requested
Amount.
Further, as shown in figure 5, described device further include:
Second acquisition unit 35, for obtaining the video history broadcast information of user.
The acquiring unit 35, is specifically used for:
The video history broadcast information that video system obtains user is logged in by user；
Or letter is played by the video history that the characteristic information that browser watches network video obtains user according to user
Breath.
Have it should be noted that this law implements not do the mode of the video history broadcast information for obtaining user
Body limits, and can be obtained according to the actual situation.
Third acquiring unit 36, for logging in the video history broadcasting that video system obtains other users by other users
Information.
Another kind network video recommendation apparatus provided in an embodiment of the present invention, when the video playing for receiving user is requested
When, the network bandwidth of user application is obtained, by judging whether can to obtain the video history broadcast information of user, is provided
Two kinds of network video recommended methods can be gone through if the history video playing information of user can be obtained according to the video of user
History broadcast information and network bandwidth make requests the recommendation of network video quality；If the history video playing letter of user cannot be obtained
Breath can then request the network bandwidth that video other users play the video quality of selection and the user applies to make requests net
The recommendation of network video quality, and then the accuracy of video recommendations is improved, it meets the needs of users.
Wherein, video habit progress network recommendation is played by obtaining user's history, it can be more targeted to user
Required video quality is recommended, and improves user and watches video tastes.
In addition, logging in the history of video website user according to other when failing to obtain user's history viewing video habit
The video quality for playing video is recommended, and further increases as the accuracy of user's recommendation network video, meets user
Demand.
It should be noted that the associated description of each component units and functional module in the embodiment of the present invention, it can be with reference to side
Corresponding description in method embodiment, the embodiment of the present invention will not be described in great detail herein.
Through the above description of the embodiments, it is apparent to those skilled in the art that the present invention can borrow
Help software that the mode of required common hardware is added to realize, naturally it is also possible to which the former is more preferably by hardware, but in many cases
Embodiment.Based on this understanding, the portion that technical solution of the present invention substantially in other words contributes to the prior art
Dividing can be embodied in the form of software products, which stores in a readable storage medium, such as count
The floppy disk of calculation machine, hard disk or CD etc., including some instructions are used so that computer equipment (it can be personal computer,
Server or the network equipment etc.) execute method described in each embodiment of the present invention.
The above description is merely a specific embodiment, but scope of protection of the present invention is not limited thereto, any
Those familiar with the art in the technical scope disclosed by the present invention, can easily think of the change or the replacement, and should all contain
Lid is within protection scope of the present invention.Therefore, protection scope of the present invention should be based on the protection scope of the described claims.
Claims (5)
1. a kind of network video recommended method characterized by comprising
When the video playing for receiving user is requested, the network bandwidth of user's application is obtained；
Judge whether to obtain the video history broadcast information of the user, carries user in the video history broadcast information
The video quality of history viewing video；
If the video history broadcast information of the user can be obtained, according to the video history broadcast information of the user and described
Network bandwidth makes requests the recommendation of network video quality；
If the video history broadcast information of the user cannot be obtained, the video selected is played according to request video other users
Quality and the network bandwidth make requests the recommendation of network video quality；
Wherein, described that pushing away for network video quality is made requests according to the video history broadcast information and network bandwidth of the user
It recommends, comprising:
The network video quality recommended is determined according to the video history broadcast information of user；
If the network bandwidth of user's current application meets the network video quality of the recommendation, recommend the net of the determination
Network video quality；
If the network bandwidth of user's current application is unsatisfactory for the network video quality of the recommendation, worked as according to the user
The network bandwidth of preceding application and the maximum history buffer time of requestor make requests the recommendation of video quality；
Wherein, described to be made requests according to the network bandwidth of user's current application and the maximum history buffer time of requestor
The recommendation of video quality, comprising:
Buffer time is calculated according to the network bandwidth of user's current application and the network video quality of the determination；
If the buffer time does not exceed the maximum history buffer time of requestor, recommend current video quality；
If the buffer time exceeds the maximum history buffer time of requestor, recommend the video matter for being lower than current video quality
Amount；
Wherein, it is described according to request video other users play select video quality and the user application network bandwidth into
The recommendation of row request network video quality, comprising:
The video history broadcast information that video system obtains other users is logged in by other users；
The network video quality recommended is determined according to the video history broadcast information of other users；
If the network bandwidth of user's current application meets the network video quality of the recommendation, recommend the net of the determination
Network video quality；
If the network bandwidth of user's current application is unsatisfactory for the network video quality of the recommendation, worked as according to the user
The network bandwidth of preceding application and pre-set buffer time make requests the recommendation of video quality, and the pre-set buffer time is general use
The buffer time that family is able to bear；
Wherein, the recommendation of video quality is made requests according to the network bandwidth of user's current application and pre-set buffer time,
Include:
According to the network video quality pre-set buffer time of the network bandwidth of user's current application and the determination；
If the buffer time does not exceed the pre-set buffer time, recommend current video quality；
If the buffer time exceeds the pre-set buffer time, the video quality for recommending to be lower than current video quality is requested.
2. the method according to claim 1, wherein the video history for judging whether that the user can be obtained
Broadcast information, specifically:
Judge the user whether be video system login user；
Or judge whether that the characteristic information that user watches network video by browser can be obtained, the characteristic information carries
There is user's conception of history to see the information of network video.
3. a kind of network video recommendation apparatus characterized by comprising
First acquisition unit, for obtaining the network bandwidth of user's application when the video playing for receiving user is requested；
Judging unit, for judging whether to obtain the video history broadcast information of the user, the video history plays letter
The video quality of user's history viewing video is carried in breath；
First request recommendation unit, if the video history broadcast information for the user can be obtained, according to the user's
Video history broadcast information and the network bandwidth make requests the recommendation of network video quality；
Second request recommendation unit, if the video history broadcast information for the user cannot to be obtained, according to request video
Other users play the video quality selected and the network bandwidth makes requests the recommendation of network video quality；
Wherein, the first request recommendation unit includes:
First determining module, for determining the network video quality recommended according to the video history broadcast information of user；
First recommending module, if the network bandwidth for user's current application meets the network video quality of the recommendation,
Then recommend the network video quality of the determination；
Second recommending module, if the network bandwidth for user's current application is unsatisfactory for the network video matter of the recommendation
Amount, then make requests video quality according to the maximum history buffer time of the network bandwidth of user's current application and requestor
Recommendation；
Wherein, second recommending module, is specifically used for:
Buffer time is calculated according to the network bandwidth of user's current application and the network video quality of the determination；
If the buffer time does not exceed the maximum history buffer time of requestor, recommend current video quality；
If the buffer time exceeds the maximum history buffer time of requestor, recommend the video matter for being lower than current video quality
Amount；
Wherein, the second request recommendation unit includes:
Second confirmation module, for determining the network video quality recommended according to the video history broadcast information of other users；
Third recommending module pushes away if the network bandwidth for user's current application meets the network video quality of the recommendation
Recommend the network video quality of the determination；
4th recommending module, if the network bandwidth for user's current application is unsatisfactory for the network video quality of the recommendation,
The recommendation of video quality is made requests according to the network bandwidth of user's current application and pre-set buffer time, it is described default slow
Rushing the time is the buffer time that general user is able to bear；
Wherein, the 4th recommending module, is specifically used for:
According to the network video quality pre-set buffer time of the network bandwidth of user's current application and the determination；
If the buffer time does not exceed the pre-set buffer time, recommend current video quality；
If the buffer time exceeds the pre-set buffer time, the video quality for recommending to be lower than current video quality is requested.
4. a kind of storage medium, which is characterized in that the storage medium includes the program of storage, wherein run in described program
When control the storage medium where equipment perform claim require 1 to push away to the network video described in any one of claim 2
Recommend method.
5. a kind of electronic equipment, which is characterized in that the electronic equipment includes:
At least one processor；
And at least one processor, the bus being connected to the processor；
Wherein, the processor, memory complete mutual communication by the bus；The processor is described for calling
Program instruction in memory, with network video recommendation side described in any one of perform claim requirement 1 to claim 2
Method.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201510663309.3A CN106604078B (en) | 2015-10-14 | 2015-10-14 | A kind of network video recommended method and device |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201510663309.3A CN106604078B (en) | 2015-10-14 | 2015-10-14 | A kind of network video recommended method and device |
Publications (2)
| Publication Number | Publication Date |
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| CN107835200B (en) * | 2017-12-19 | 2021-02-23 | 北京奇艺世纪科技有限公司 | Video definition selection method and device and electronic equipment |
| CN108667646A (en) * | 2018-03-22 | 2018-10-16 | 北京奇艺世纪科技有限公司 | network access method and device |
| CN108419101B (en) * | 2018-05-08 | 2021-01-22 | 北京奇艺世纪科技有限公司 | Video recommendation page generation method and device |
| CN111859021A (en) * | 2019-04-30 | 2020-10-30 | 百度在线网络技术（北京）有限公司 | Method, device, equipment and medium for determining release information |
| CN111405327B (en) * | 2020-04-03 | 2022-12-09 | 广州市百果园信息技术有限公司 | Network bandwidth prediction model training method, video data playing method and device |
| CN111541917B (en) * | 2020-05-08 | 2022-06-10 | 广州市百果园信息技术有限公司 | Determination method of recommended video, video playing method, device and equipment |
| CN113709570A (en) * | 2020-09-25 | 2021-11-26 | 天翼智慧家庭科技有限公司 | Apparatus and method for recommending bandwidth based on IPTV probe data |
| CN115776590A (en) * | 2021-09-07 | 2023-03-10 | 北京字跳网络技术有限公司 | Dynamic image quality video playing method and device, electronic equipment and storage medium |
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| US7584497B2 (en) * | 2005-05-24 | 2009-09-01 | Microsoft Corporation | Strategies for scheduling bandwidth-consuming media events |
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| CN101771865B (en) * | 2009-01-07 | 2011-11-16 | 财团法人工业技术研究院 | Video and audio control response, bandwidth adapting method, and server |
| US8467412B2 (en) * | 2010-04-14 | 2013-06-18 | Ericsson Television Inc. | Adaptive rate shifting for delivery of video services to service groups |
| US8904027B2 (en) * | 2010-06-30 | 2014-12-02 | Cable Television Laboratories, Inc. | Adaptive bit rate for data transmission |
| US8850503B2 (en) * | 2012-08-31 | 2014-09-30 | Echostar Technologies L.L.C. | Systems and methods for personalized television viewing |
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