CN106713985A - Method and device for recommending network video - Google Patents
Method and device for recommending network video Download PDFInfo
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- CN106713985A CN106713985A CN201611227498.0A CN201611227498A CN106713985A CN 106713985 A CN106713985 A CN 106713985A CN 201611227498 A CN201611227498 A CN 201611227498A CN 106713985 A CN106713985 A CN 106713985A
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- type label
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Classifications
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N21/00—Selective content distribution, e.g. interactive television or video on demand [VOD]
- H04N21/40—Client devices specifically adapted for the reception of or interaction with content, e.g. set-top-box [STB]; Operations thereof
- H04N21/45—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
-
- 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]
- H04N21/20—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
- H04N21/258—Client or end-user data management, e.g. managing client capabilities, user preferences or demographics, processing of multiple end-users preferences to derive collaborative data
- H04N21/25866—Management of end-user data
- H04N21/25891—Management of end-user data being end-user preferences
-
- 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
- H04N21/26258—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 for generating a list of items to be played back in a given order, e.g. playlist, or scheduling item distribution according to such list
-
- 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
- H04N21/4667—Processing of monitored end-user data, e.g. trend analysis based on the log file of viewer selections
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N21/00—Selective content distribution, e.g. interactive television or video on demand [VOD]
- H04N21/40—Client devices specifically adapted for the reception of or interaction with content, e.g. set-top-box [STB]; Operations thereof
- H04N21/47—End-user applications
- H04N21/482—End-user interface for program selection
- H04N21/4826—End-user interface for program selection using recommendation lists, e.g. of programs or channels sorted out according to their score
Abstract
The invention discloses a method and device for recommending a network video, and belongs to the technical field of computers. The method comprises the following steps: obtaining a song list of a target account, determining a target type tag of the song list, obtaining a target network video satisfying the target type tag, and sending video information of the target network video to a terminal where the target account is logged in. By adoption of the method and device disclosed by the invention, the flexibility of recommending the network video can be improved.
Description
Technical field
The present invention relates to field of computer technology, more particularly to a kind of method and apparatus of recommendation network video.
Background technology
With the fast development of computer technology and network technology, Internet video has obtained extensive popularization, Internet video
Content also increasingly enrich, more users like more than the spare time time viewing Internet video.
User can be by multimedia class application plays Internet video, and the server of multimedia class application can be with
The all-network video that record user watched, then judges the class of the Internet video that user likes according to these Internet videos
Type, such that it is able to recommend the Internet video of correlation type to user.
Realize it is of the invention during, inventor find prior art at least there is problems with：
User needs first to watch substantial amounts of Internet video, and server could judge that user likes according to the viewing of user record
The type of the Internet video of love, and then to user's recommendation network video, so, the flexibility of recommendation network video is poor.
The content of the invention
In order to solve problem of the prior art, the method and dress of a kind of recommendation network video are the embodiment of the invention provides
Put.The technical scheme is as follows：
First aspect, there is provided a kind of method of recommendation network video, methods described includes：
The list of songs of target account is obtained, the target type label of the list of songs is determined；
Acquisition meets the objective network video of the target type label；
The terminal logged in the target account sends the video information of the objective network video.
Optionally, the target type label for determining the list of songs, including：
The type label of all songs in the list of songs, determines the target type mark of the list of songs
Sign.
Optionally, the acquisition meets the objective network video of the target type label, including：
For each target type label, acquisition meets the objective network video of each target type label.
Optionally, after the acquisition meets the objective network video of the target type label, also include：
By target type label storage corresponding with the objective network video.
Optionally, methods described also includes：
The matching degree of type label and the target type label if there is the list of songs of the first account is more than in advance
If threshold value, then the terminal for being logged in the target account sends the Internet video in the Internet video list of first account
Video information.
Second aspect, there is provided a kind of device of recommendation network video, described device includes：
Determining module, the list of songs for obtaining target account determines the target type label of the list of songs；
Acquisition module, the objective network video of the target type label is met for obtaining；
Sending module, the terminal for being logged in the target account sends the video information of the objective network video.
Optionally, the determining module, is used for：
The type label of all songs in the list of songs, determines the target type mark of the list of songs
Sign.
Optionally, the acquisition module, is used for：
For each target type label, acquisition meets the objective network video of each target type label.
Optionally, described device also includes：
Memory module, for obtaining and meeting the objective network video of the target type label after, by the target class
The storage corresponding with the objective network video of type label.
Optionally, the sending module, is additionally operable to：
The matching degree of type label and the target type label if there is the list of songs of the first account is more than in advance
If threshold value, then the terminal for being logged in the target account sends the Internet video in the Internet video list of first account
Video information.
The beneficial effect that technical scheme provided in an embodiment of the present invention is brought is：
In the embodiment of the present invention, the list of songs of target account is obtained, determine the target type label of list of songs, obtained
Meet the objective network video of target type label, the video that the terminal logged in target account sends objective network video is believed
Breath.So, it is that server can also have been listened according to user or collection even if user does not watch substantial amounts of Internet video
Song judges the style that user is liked, so as to user's recommendation network video, so, improve recommendation network video
Flexibility.
Brief description of the drawings
Technical scheme in order to illustrate more clearly the embodiments of the present invention, below will be to that will make needed for embodiment description
Accompanying drawing is briefly described, it should be apparent that, drawings in the following description are only some embodiments of the present invention, for
For those of ordinary skill in the art, on the premise of not paying creative work, other can also be obtained according to these accompanying drawings
Accompanying drawing.
Fig. 1 is a kind of method flow diagram of recommendation network video provided in an embodiment of the present invention；
Fig. 2 is a kind of principle schematic of recommendation network video provided in an embodiment of the present invention；
Fig. 3 is a kind of apparatus structure schematic diagram of recommendation network video provided in an embodiment of the present invention；
Fig. 4 is a kind of apparatus structure schematic diagram of recommendation network video provided in an embodiment of the present invention；
Fig. 5 is a kind of structural representation 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 accompanying drawing to embodiment party of the present invention
Formula is described in further detail.
A kind of method of recommendation network video is the embodiment of the invention provides, the executive agent of the method can be service
Device, and aided in realizing by terminal.Wherein, server can be to provide the server of Internet video recommendation function.In the server
Processor, memory, transceiver can be provided with, processor can be used for processing the process of recommendation network video, deposit
Reservoir can be used for storing the data of the data and generation needed in following processing procedures, and transceiver can be used for receiving terminal
The related data of transmission, it is also possible to for sending related data to terminal.It is in terminal with server in the present embodiment
Multimedia class application background server, terminal be mobile phone as a example by, carry out the detailed description of scheme, other situations are therewith
Similar, the present embodiment is not repeated.
Below in conjunction with specific embodiment, the handling process shown in Fig. 1 is described in detail, content can be as
Under：
Step 101, obtains the list of songs of target account, determines the target type label of list of songs.
In force, user can be provided with the multimedia class application for playing multi-medium data in terminal,
Multi-medium data can include song and Internet video, and terminal can generate the song row of correspondence user account (i.e. target account)
The song that user played or collected can be recorded in table or Internet video list, the list of songs or Internet video list
Or Internet video.The server of multimedia class application can according to list of songs user's recommendation network video of user,
Specifically, server can first obtain the list of songs of target account, it is then determined that type label (the i.e. target of the list of songs
Type label).
Optionally, the type label of list of songs, phase can be determined according to the type label of all songs in list of songs
Answer, the treatment of step 101 can be as follows：The type label of all songs in list of songs, determines list of songs
Target type label.
In force, there is the type label that server is its addition per song in list of songs, server is being obtained
After getting the list of songs of target account, the type label of wherein all songs can be obtained, it is then determined that the mesh of list of songs
Mark type label.Specifically, when including number of songs in list of songs, server can be carried out to the type label of all songs
Collect, calculate the number of times that each type label occurs in all songs of list of songs, the number of times that then will appear from is most
Preset number type label as list of songs target type label.If maximum times are less than preset times threshold value,
Server can randomly choose target type mark of the preset number type label as list of songs in all types label
Sign.It is appreciated that there may be multiple type labels per song, it is necessary to own in considering list of songs in calculating process
The all types label of song.Further, server can be when the number of times that each type label occurs be calculated, can basis
Broadcasting time and nearest reproduction time consider the weight per song, for example, broadcasting time is higher, nearest reproduction time is nearer,
Then weight is bigger, similarly, if certain song to be labeled as liking song user the weight of the song is larger.In addition, with
Family can also be list of songs sets itself type label, or specify the type label of certain song as the list of songs
Type label.
Step 102, acquisition meets the objective network video of target type label.
In force, server can be obtained and meet target type after the target type label that list of songs is determined
The objective network video of label.Specifically, the substantial amounts of Internet video that can be stored with the Internet video storehouse of server side, and
When each Internet video is stored, technical staff is for Internet video is provided with corresponding type label, so, server
The objective network video for meeting target type label can be directly obtained in local network video library.Or, server can be with
Obtained in the Internet video storehouse that partner provides and meet the objective network video of target type label, or, server can be with
Crawled on network according to target type label, acquisition meets the objective network video of target type label.
Optionally, when list of songs there are multiple type labels, the network video for meeting each type label can respectively be obtained
Frequently, accordingly, the treatment of step 102 can be as follows：For each target type label, acquisition meets each target type label
Objective network video.
In force, server, can be for each target after multiple target type labels that list of songs is determined
Type label, acquisition meets the objective network video of target type label.For example, the target type label of list of songs has " dynamic
It is unrestrained ", " deep love ", " science fiction ", server can first obtain the Internet video for meeting type label " animation ", then obtains and meet type
The Internet video of label " deep love ", then obtains the Internet video for meeting type label " science fiction ", the network that will finally get
Video is collected, and therefrom chooses preset number Internet video as objective network video.When Internet video is obtained, can be with
Scoring according to Internet video is ranked up to the Internet video for meeting type label, then chooses scoring highest preset number
Individual Internet video is used as objective network video.It should be noted that when objective network video is chosen, can preferentially choose simultaneously
Meet the Internet video of multiple target type labels, for example, meeting " animation ", " deep love ", " science fiction " three target types simultaneously
The selection relative importance value of the Internet video of label meets " animation ", " deep love " two network videos of target type label more than simultaneously
Frequently.Further, can also be according to the ratio of the number of songs for meeting each target type label in list of songs, it is determined that default
Meet the ratio of the Internet video number of each target type label in number objective network video, for example, for " animation ",
Three target type labels of " deep love ", " science fiction ", the ratio of corresponding number of songs is 1 in list of songs：2：3, now need choosing
12 objective network videos are selected, then can respectively choose 2 Internet videos for meeting " animation ", 4 networks for meeting " deep love "
Video, 6 Internet videos for meeting " science fiction ".
Optionally, server can regard objective network after the objective network video for meeting target type label is obtained
Frequency storage corresponding with target type label.
In force, if server obtains the mesh for meeting target type label in the Internet video storehouse that partner provides
Mark Internet video, or, server can be crawled according to target type label on network, and acquisition meets target type mark
The objective network video of label, then can be after the acquisition by the storage corresponding with target type label of objective network video in local net
In network video library.So, when server needs to obtain again the Internet video for meeting target type label, can directly from this
Corresponding Internet video is obtained in the Internet video storehouse on ground, the video information of Internet video is then sent to terminal.It is worth one
It is mentioned that, the technical staff of server side periodically can be updated to local Internet video storehouse, such as obtains on every Mondays
Last week, newest Internet video, was then that each Internet video sets type label, and type label is corresponding with Internet video
Storage is in Internet video storehouse.
Step 103, the terminal logged in target account sends the video information of objective network video.
In force, server is after the objective network video for meeting target type label is got, Ke Yixiang, target account
The terminal that family logs in sends the video information of objective network video, i.e., recommend objective network video to user.Terminal receives mesh
After marking the video information of Internet video, video information can be shown in the way of message informing.Or, when user opens foregoing many
When the Internet video of media play class application recommends the page, terminal can send acquiring video information and ask to server, then may be used
To trigger the video information that server sends objective network video to terminal, so that terminal can include in network video information
In video recommendation page.
Optionally, server can also according to the Internet video watched of other users to user's recommendation network video,
Corresponding treatment can be as follows：The matching degree of type label and target type label if there is the list of songs of the first account
More than predetermined threshold value, then the terminal for being logged in target account sends regarding for the Internet video in the Internet video list of the first account
Frequency information.
In force, server in the list of songs of acquisition user account, and can determine the type label of list of songs
Afterwards, by type label storage corresponding with user account, at the same time it can also obtain the Internet video list of user account.So, when
After server determines the target type label of the list of songs of target account, can be in the type mark of the list of songs for having stored
Sign in the corresponding relation with user account, determine the type label of list of songs and the matching degree of target type label more than pre-
If corresponding first account of the list of songs of threshold value, so then it is considered that the user of the user of the first account and target account
Point of interest is close, that is, the same type of the Internet video liked, so server can obtain the Internet video row of the first account
Table, then the video information of the Internet video in the Internet video list is sent to the terminal of target account login.
It is noted that this programme discloses a kind of side of server according to the list of songs recommendation network video of user
Case, the technical inspiration based on this programme, server can also recommend song according to the Internet video list of user to user, herein
No longer it is specifically described.
Fig. 2 shows a kind of principle schematic of feasible recommendation network video.
In the embodiment of the present invention, the list of songs of target account is obtained, determine the target type label of list of songs, obtained
Meet the objective network video of target type label, the video that the terminal logged in target account sends objective network video is believed
Breath.So, it is that server can also have been listened according to user or collection even if user does not watch substantial amounts of Internet video
Song judges the style that user is liked, so as to user's recommendation network video, so, improve recommendation network video
Flexibility.
Based on identical technology design, the embodiment of the present invention additionally provides a kind of device of recommendation network video, such as Fig. 3 institutes
Show, the device includes：
Determining module 301, the list of songs for obtaining target account determines the target type mark of the list of songs
Sign；
Acquisition module 302, the objective network video of the target type label is met for obtaining；
Sending module 303, the terminal for being logged in the target account sends the video letter of the objective network video
Breath.
Optionally, the determining module 301, is used for：
The type label of all songs in the list of songs, determines the target type mark of the list of songs
Sign.
Optionally, the acquisition module 302, is used for：
For each target type label, acquisition meets the objective network video of each target type label.
Optionally, as shown in figure 4, described device also includes：
Memory module 304, for obtaining and meeting the objective network video of the target type label after, by the target
Type label storage corresponding with the objective network video.
Optionally, the sending module 303, is additionally operable to：
The matching degree of type label and the target type label if there is the list of songs of the first account is more than in advance
If threshold value, then the terminal for being logged in the target account sends the Internet video in the Internet video list of first account
Video information.
In the embodiment of the present invention, the list of songs of target account is obtained, determine the target type label of list of songs, obtained
Meet the objective network video of target type label, the video that the terminal logged in target account sends objective network video is believed
Breath.So, it is that server can also have been listened according to user or collection even if user does not watch substantial amounts of Internet video
Song judges the style that user is liked, so as to user's recommendation network video, so, improve recommendation network video
Flexibility.
It should be noted that：Above-described embodiment provide recommendation network video device in recommendation network video, only with
The division of above-mentioned each functional module is carried out for example, in practical application, as needed can distribute by not above-mentioned functions
With functional module complete, will the internal structure of device be divided into different functional modules, to complete whole described above
Or partial function.In addition, the device of recommendation network video that above-described embodiment is provided is implemented with the method for recommendation network video
Example belongs to same design, and it implements process and refers to embodiment of the method, repeats no more here.
Fig. 5 is the structural representation of server provided in an embodiment of the present invention.The server 1900 can be because of configuration or performance
The different and larger difference of producing ratio, can 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 it is of short duration storage or persistently storage.The program stored in storage medium 1930 can include one
Individual or more than one module (diagram is not marked), each module can be included to the series of instructions operation in server.More enter
One step ground, central processing unit 1922 be could be arranged to be communicated with storage medium 1930, and storage medium is performed 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 can include memory, and one or more than one program, one of them or one
Individual procedure above is stored in memory, and is configured to one or one by one or more than one computing device
Individual procedure above includes the instruction for carrying out following operation：
The list of songs of target account is obtained, the target type label of the list of songs is determined；
Acquisition meets the objective network video of the target type label；
The terminal logged in the target account sends the video information of the objective network video.
Optionally, the target type label for determining the list of songs, including：
The type label of all songs in the list of songs, determines the target type mark of the list of songs
Sign.
Optionally, the acquisition meets the objective network video of the target type label, including：
For each target type label, acquisition meets the objective network video of each target type label.
Optionally, after the acquisition meets the objective network video of the target type label, also include：
By target type label storage corresponding with the objective network video.
Optionally, methods described also includes：
The matching degree of type label and the target type label if there is the list of songs of the first account is more than in advance
If threshold value, then the terminal for being logged in the target account sends the Internet video in the Internet video list of first account
Video information.
In the embodiment of the present invention, the list of songs of target account is obtained, determine the target type label of list of songs, obtained
Meet the objective network video of target type label, the video that the terminal logged in target account sends objective network video is believed
Breath.So, it is that server can also have been listened according to user or collection even if user does not watch substantial amounts of Internet video
Song judges the style that user is liked, so as to user's recommendation network video, so, improve recommendation network video
Flexibility.
One of ordinary skill in the art will appreciate that realizing that all or part of step of above-described embodiment can be by hardware
To complete, it is also possible to instruct the hardware of correlation to complete by program, described program can be stored in a kind of computer-readable
In storage medium, storage medium mentioned above can be read-only storage, disk or CD etc..
The foregoing is only presently preferred embodiments of the present invention, be not intended to limit the invention, it is all it is of the invention spirit and
Within principle, any modification, equivalent substitution and improvements made etc. should be included within the scope of the present invention.
Claims (10)
1. a kind of method of recommendation network video, it is characterised in that methods described includes：
The list of songs of target account is obtained, the target type label of the list of songs is determined；
Acquisition meets the objective network video of the target type label；
The terminal logged in the target account sends the video information of the objective network video.
2. method according to claim 1, it is characterised in that the target type label of the determination list of songs,
Including：
The type label of all songs in the list of songs, determines the target type label of the list of songs.
3. method according to claim 1, it is characterised in that the acquisition meets the target network of the target type label
Network video, including：
For each target type label, acquisition meets the objective network video of each target type label.
4. method according to claim 1, it is characterised in that the acquisition meets the target network of the target type label
After network video, also include：
By target type label storage corresponding with the objective network video.
5. method according to claim 1, it is characterised in that methods described also includes：
The type label of list of songs and the matching degree of the target type label if there is the first account are more than default threshold
Value, the then terminal for being logged in the target account sends the video of the Internet video in the Internet video list of first account
Information.
6. a kind of device of recommendation network video, it is characterised in that described device includes：
Determining module, the list of songs for obtaining target account determines the target type label of the list of songs；
Acquisition module, the objective network video of the target type label is met for obtaining；
Sending module, the terminal for being logged in the target account sends the video information of the objective network video.
7. device according to claim 6, it is characterised in that the determining module, is used for：
The type label of all songs in the list of songs, determines the target type label of the list of songs.
8. device according to claim 6, it is characterised in that the acquisition module, is used for：
For each target type label, acquisition meets the objective network video of each target type label.
9. device according to claim 6, it is characterised in that described device also includes：
Memory module, for obtaining and meeting the objective network video of the target type label after, by the target type mark
Sign storage corresponding with the objective network video.
10. device according to claim 6, it is characterised in that the sending module, is additionally operable to：
The type label of list of songs and the matching degree of the target type label if there is the first account are more than default threshold
Value, the then terminal for being logged in the target account sends the video of the Internet video in the Internet video list of first account
Information.
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| CN201611227498.0A CN106713985B (en) | 2016-12-27 | 2016-12-27 | Method and device for recommending network video |
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|---|---|---|---|
| CN201611227498.0A CN106713985B (en) | 2016-12-27 | 2016-12-27 | Method and device for recommending network video |
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Cited By (6)
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| CN107360468A (en) * | 2017-06-29 | 2017-11-17 | 胡玥莹 | A kind of video push system and method |
| CN109600643A (en) * | 2018-12-21 | 2019-04-09 | 广州酷狗计算机科技有限公司 | Video providing method, playback method, device and storage medium |
| CN109640125A (en) * | 2018-12-21 | 2019-04-16 | 广州酷狗计算机科技有限公司 | Video content processing method, device, server and storage medium |
| CN110248236A (en) * | 2019-07-02 | 2019-09-17 | 广州酷狗计算机科技有限公司 | Video broadcasting method, device, terminal and storage medium |
| CN111818367A (en) * | 2020-08-07 | 2020-10-23 | 广州酷狗计算机科技有限公司 | Audio file playing method, device, terminal, server and storage medium |
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