CN107483983A - Recommendation method, apparatus, server and the storage medium of study coach video - Google Patents
Recommendation method, apparatus, server and the storage medium of study coach video Download PDFInfo
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- CN107483983A CN107483983A CN201710595573.7A CN201710595573A CN107483983A CN 107483983 A CN107483983 A CN 107483983A CN 201710595573 A CN201710595573 A CN 201710595573A CN 107483983 A CN107483983 A CN 107483983A
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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
- H04N21/47—End-user applications
- H04N21/472—End-user interface for requesting content, additional data or services; End-user interface for interacting with content, e.g. for content reservation or setting reminders, for requesting event notification, for manipulating displayed content
- H04N21/47202—End-user interface for requesting content, additional data or services; End-user interface for interacting with content, e.g. for content reservation or setting reminders, for requesting event notification, for manipulating displayed content for requesting content on demand, e.g. video on demand
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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
- G09—EDUCATION; CRYPTOGRAPHY; DISPLAY; ADVERTISING; SEALS
- G09B—EDUCATIONAL OR DEMONSTRATION APPLIANCES; APPLIANCES FOR TEACHING, OR COMMUNICATING WITH, THE BLIND, DEAF OR MUTE; MODELS; PLANETARIA; GLOBES; MAPS; DIAGRAMS
- G09B5/00—Electrically-operated educational appliances
- G09B5/06—Electrically-operated educational appliances with both visual and audible presentation of the material to be studied
- G09B5/065—Combinations of audio and video presentations, e.g. videotapes, videodiscs, television systems
-
- 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
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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
- H04N21/258—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]
- H04N21/40—Client devices specifically adapted for the reception of or interaction with content, e.g. set-top-box [STB]; Operations thereof
- H04N21/43—Processing of content or additional data, e.g. demultiplexing additional data from a digital video stream; Elementary client operations, e.g. monitoring of home network or synchronising decoder's clock; Client middleware
- H04N21/433—Content storage operation, e.g. storage operation in response to a pause request, caching operations
- H04N21/4334—Recording operations
-
- 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]
- H04N21/60—Network structure or processes for video distribution between server and client or between remote clients; Control signalling between clients, server and network components; Transmission of management data between server and client, e.g. sending from server to client commands for recording incoming content stream; Communication details between server and client
- H04N21/65—Transmission of management data between client and server
- H04N21/658—Transmission by the client directed to the server
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- Engineering & Computer Science (AREA)
- Databases & Information Systems (AREA)
- Multimedia (AREA)
- Signal Processing (AREA)
- Theoretical Computer Science (AREA)
- General Physics & Mathematics (AREA)
- Physics & Mathematics (AREA)
- Computing Systems (AREA)
- Business, Economics & Management (AREA)
- Educational Administration (AREA)
- Educational Technology (AREA)
- Computer Graphics (AREA)
- Human Computer Interaction (AREA)
- Computational Linguistics (AREA)
- Data Mining & Analysis (AREA)
- General Engineering & Computer Science (AREA)
- Two-Way Televisions, Distribution Of Moving Picture Or The Like (AREA)
- Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
Abstract
The applicable field of computer technology of the present invention, there is provided a kind of recommendation method, apparatus, server and the storage medium of study coach video, this method include：The video list of preferences of user is obtained according to the default time cycle, the attributes preferred study coach video corresponding to matching from video library of video in video list of preferences, the study coach video that user does not check in study coach video corresponding to acquisition, the study coach video of acquisition is arranged to study coach video to be recommended, whether the study client of detection customer mobile terminal starts, when detecting study client terminal start-up, recommend study coach video to be recommended to user, it is achieved thereby that the specific aim of study coach video is recommended, reduce the acquisition time of study coach video, the lookup time of user is saved, improve the availability of study client.
Description
Technical field
The invention belongs to field of computer technology, more particularly to a kind of recommendation method, apparatus of study coach video, service
Device and storage medium.
Background technology
Currently used for teaching the study coach video of Students ' Learning more and more, user plane is to substantial amounts of study coach video
Often do not know how this selects, existing client is difficult to carry out targetedly study coach video recommendations to user, leads
Cause the availability of study client poor, the demand for recommending video, therefore, Yong Huke are taught in the intelligence learning that can not meet user
It can need to assist selection video by client supplier, can compare and waste time, while the high-quality study coach video in part is again
It is difficult to be communicated in time in user's hand.
The content of the invention
It is an object of the invention to provide a kind of recommendation method, apparatus, server and the storage medium of study coach video,
Aim to solve the problem that because prior art can not provide a kind of method for targetedly recommending study coach video, cause user to select
Inefficient, study client the availability of study coach video is poor.
On the one hand, the invention provides a kind of recommendation method of study coach video, methods described to comprise the steps：
The video list of preferences of user is obtained according to the default time cycle, according to the video in the video list of preferences
The attributes preferred study coach video corresponding to matching from video library；
The study coach video that user does not check described in the corresponding study coach video is obtained, by the acquisition
Study coach video is arranged to study coach video to be recommended；
Whether the study client for detecting the customer mobile terminal starts, when detecting the study client terminal start-up
When, recommend the study coach video to be recommended to the user.
On the other hand, the invention provides a kind of recommendation apparatus of study coach video, described device to include：
Video matching unit, for obtaining the video list of preferences of user according to the default time cycle, regarded according to described
The attributes preferred study coach video corresponding to matching from video library of video in frequency list of preferences；
Setting unit to be recommended, it is auxiliary for obtaining the study that user does not check described in the corresponding study coach video
Guide frequency, study coach video to be recommended is arranged to by the study coach video of the acquisition；And
Video recommendations unit, whether the study client for detecting the customer mobile terminal starts, when detecting
When stating study client terminal start-up, recommend the study coach video to be recommended to the user.
On the other hand, present invention also offers a kind of server, including memory, processor and it is stored in the storage
In device and the computer program that can run on the processor, realized described in the computing device during computer program such as institute
The step of stating the recommendation method of study coach video.
On the other hand, present invention also offers a kind of computer-readable recording medium, the computer-readable recording medium
Computer program is stored with, is realized when the computer program is executed by processor such as the recommendation method of the study coach video
The step of.
The present invention obtains the video list of preferences of user, regarding in video list of preferences according to the default time cycle
Frequently the attributes preferred study coach video corresponding to matching from video library, user does not check in study coach video corresponding to acquisition
Study coach video, the study coach video of acquisition is arranged to study coach video to be recommended, detects customer mobile terminal
Study client whether start, when detecting study client terminal start-up, recommend study coach video to be recommended to user, from
And the specific aim for realizing study coach video is recommended, the acquisition time of study coach video is reduced, has saved looking into for user
The time is looked for, improves the availability of study client.
Brief description of the drawings
Fig. 1 is the implementation process figure of the recommendation method for the study coach video that the embodiment of the present invention one provides；
Fig. 2 is the structural representation of the recommendation apparatus for the study coach video that the embodiment of the present invention two provides；
Fig. 3 is the structural representation of the recommendation apparatus for the study coach video that the embodiment of the present invention three provides；And
Fig. 4 is the structural representation for the server that the embodiment of the present invention four provides.
Embodiment
In order to make the purpose , technical scheme and advantage of the present invention be clearer, it is right below in conjunction with drawings and Examples
The present invention is further elaborated.It should be appreciated that the specific embodiments described herein are merely illustrative of the present invention, and
It is not used in the restriction present invention.
It is described in detail below in conjunction with specific implementation of the specific embodiment to the present invention：
Embodiment one：
Fig. 1 shows the implementation process of the recommendation method for the study coach video that the embodiment of the present invention one provides, in order to just
In explanation, the part related to the embodiment of the present invention is illustrate only, details are as follows：
In step S101, the video list of preferences of user is obtained according to the default time cycle, is arranged according to video preference
The attributes preferred study coach video corresponding to matching from video library of video in table.
The embodiment of the present invention is applied to study coach platform or server, and the default time cycle can be 1 day, 2 days
Or 1 week etc., the video list of preferences of user is anti-for the viewing of information relevant with study in the identity information of user and user
The list of the attributes preferred composition of video of the users such as feedforward information, video list of preferences can the grade including user, course, interest
And achievement (or rating achievement rating) etc. can be used for recommending the video of study coach video attributes preferred.In order to be pushed away in time to user
Video is recommended, when reaching the default time cycle, study coach platform or server obtain the video list of preferences of user first
In video it is attributes preferred, then according to these videos it is attributes preferred from video library matching corresponding to study coach video.It is excellent
Selection of land, if user, when receiving the registration request of user, obtains the log-on message of user first using study client
In the information relevant with study, the video list of preferences of the user is generated according to these information relevant with study, with facilitate into
The follow-up video recommendations of row.
In step s 102, the study coach video that user does not check in study coach video corresponding to acquisition, will be obtained
Study coach video be arranged to study coach video to be recommended.
In embodiments of the present invention, according to the attributes preferred study coach video matched from video library of video of user
In, there may be partial video user to collect or played, i.e., these videos need not recommend to user, because
This, the study coach video that will match to is divided into the study coach video that user do not check and the study coach that user has checked regards
Frequently, the study coach video that these users do not check is then arranged to study coach video to be recommended.
In step s 103, whether the study client for detecting customer mobile terminal starts, when detecting study client
During startup, recommend study coach video to be recommended to user.
In embodiments of the present invention, whether the study client of detection customer mobile terminal starts that (i.e. the user is in real time
It is no to reach the standard grade), when detecting study client terminal start-up, illustrate that user needs to use study client to be learnt, now, Xiang Yong
These study coach videos to be recommended set are recommended at family, so as to facilitate the study coach video that user's quick obtaining needs.
Preferably, after these study coach videos to be recommended are recommended to user, it is auxiliary to obtain study of the user to recommendation
The viewing feedback information (for example, " video is well suited for ", " if teaching the video council of interim review more preferable ") of guide frequency, according to
The video list of preferences of the viewing feedback information renewal user of user, so as to improve the accuracy of subsequent video recommendation.
As illustratively, if user played recommendation " junior one physics presents briefly and succinctly course " serial learning video lecture it
Afterwards, input " if teaching the video council of interim review more preferable ", then the interim junior one physics for reviewing class of user's needs is illustrated
Video lecture or the interim review class study coach video of other correlated curriculums are practised, therefore, " review ", " interim " are added to
In the video list of preferences of the user.
It is further preferred that when detecting the study client of customer mobile terminal in preset time period (such as 1 week or 2
Week) in it is not actuated always when, issue the user with startup message request, wherein, start message request can include study to be recommended
The recommendation information of video lecture, high-quality video resource is recommended into user in time so as to convenient.
In embodiments of the present invention, first according to the video of user is attributes preferred and the learning records of user, select to
The study coach video that family is recommended, then when user starts study client, these study coach are recommended to regard to user in time
Frequently, it is achieved thereby that the specific aim of study coach video is recommended, the acquisition time of study coach video is reduced, has saved user
The lookup time, improve study client availability.
Embodiment two：
Fig. 2 shows the structure of the recommendation apparatus for the study coach video that the embodiment of the present invention two provides, for the ease of saying
It is bright, the part related to the embodiment of the present invention is illustrate only, including：
Video matching unit 21, for obtaining the video list of preferences of user, the video in video list of preferences is inclined
Good attribute matched from video library corresponding to study coach video.
In embodiments of the present invention, in order to recommend video to user in time, when reaching the default time cycle, study is auxiliary
It is attributes preferred to lead the video that platform or server obtain in the video list of preferences of user first, then video matching unit according to
The attributes preferred study coach video corresponding to matching from video library of these videos.
Setting unit 22 to be recommended, regarded for obtaining the study coach that user does not check in corresponding study coach video
Frequently, the study coach video of acquisition is arranged to study coach video to be recommended.
In embodiments of the present invention, according to the attributes preferred study coach video matched from video library of video of user
In, there may be partial video user to collect or played, i.e., these videos need not recommend to user, because
This, the study coach video that setting unit to be recommended will match to is divided into the study coach video that user do not check and user has looked into
The study coach video seen, the study coach video that these users do not check is then arranged to study coach video to be recommended.
Whether video recommendations unit 23, the study client for detecting customer mobile terminal start, and learn when detecting
During client terminal start-up, recommend study coach video to be recommended to user.
In embodiments of the present invention, whether the study client of detection customer mobile terminal starts that (i.e. the user is in real time
It is no to reach the standard grade), when detecting study client terminal start-up, illustrate that user needs to use study client to be learnt, now, video
Recommendation unit recommends the study coach video to be recommended of these settings to user, so as to facilitate the study that user's quick obtaining needs
Video lecture.
In embodiments of the present invention, video matching unit obtains the video list of preferences of user, according to video list of preferences
In the attributes preferred study coach video corresponding to matching from video library of video, setting unit to be recommended obtain corresponding to learn
The study coach video that user does not check in video lecture, the study coach video of acquisition is arranged to study coach to be recommended and regarded
Frequently, whether the study client for detecting customer mobile terminal starts, when detecting study client terminal start-up, video recommendations unit
Recommend study coach video to be recommended to user, it is achieved thereby that the specific aim of study coach video is recommended, it is auxiliary to reduce study
The acquisition time of guide frequency, the lookup time of user is saved, improved the availability of study client.
In embodiments of the present invention, each unit of the recommendation apparatus of study coach video can be by corresponding hardware or software list
Member realizes that each unit can be independent soft and hardware unit, can also be integrated into a soft and hardware unit, herein not limiting
The system present invention.
Embodiment three：
Fig. 3 shows the structure of the recommendation apparatus for the study coach video that the embodiment of the present invention three provides, for the ease of saying
It is bright, the part related to the embodiment of the present invention is illustrate only, including：
Video matching unit 31, for obtaining the video list of preferences of user, the video in video list of preferences is inclined
Good attribute matched from video library corresponding to study coach video.
In embodiments of the present invention, in order to recommend video to user in time, when reaching the default time cycle, study is auxiliary
It is attributes preferred to lead the video that platform or server obtain in the video list of preferences of user first, then video matching unit according to
The attributes preferred study coach video corresponding to matching from video library of these videos.Preferably, if user is first using study
Client, then when receiving the registration request of user, information relevant with study in the log-on message of user is obtained, according to this
The information relevant with study generates the video list of preferences of the user a bit, and follow-up video recommendations are carried out to facilitate.
Setting unit 32 to be recommended, regarded for obtaining the study coach that user does not check in corresponding study coach video
Frequently, the study coach video of acquisition is arranged to study coach video to be recommended.
In embodiments of the present invention, according to the attributes preferred study coach video matched from video library of video of user
In, there may be partial video user to collect or played, i.e., these videos need not recommend to user, because
This, the study coach video that setting unit to be recommended will match to is divided into the study coach video that user do not check and user has looked into
The study coach video seen, the study coach video that these users do not check is then arranged to study coach video to be recommended.
Whether video recommendations unit 33, the study client for detecting customer mobile terminal start, and learn when detecting
During client terminal start-up, recommend study coach video to be recommended to user.
In embodiments of the present invention, whether the study client of detection customer mobile terminal starts that (i.e. the user is in real time
It is no to reach the standard grade), when detecting study client terminal start-up, illustrate that user needs to use study client to be learnt, now, video
Recommendation unit recommends the study coach video to be recommended of these settings to user, so as to facilitate the study that user's quick obtaining needs
Video lecture.
Preferably, after these study coach videos to be recommended are recommended to user, it is auxiliary to obtain study of the user to recommendation
The viewing feedback information (for example, " video is well suited for ", " if teaching the video council of interim review more preferable ") of guide frequency, according to
The video list of preferences (for example, " interim review " is added into video list of preferences) of the viewing feedback information renewal user of user,
So as to improve the accuracy of subsequent video recommendation.
It is further preferred that when detecting the study client of customer mobile terminal in preset time period (such as 1 week or 2
Week) in it is not actuated always when, issue the user with startup message request, wherein, start message request can include study to be recommended
The recommendation information of video lecture, high-quality video resource is recommended into user in time so as to convenient.
It is therefore preferred that the recommendation apparatus of the study coach video also includes：
Unit 30 is established in list, for when receiving the registration request of user, being established and being used according to the log-on message of user
The video list of preferences at family；
List update unit 34, for obtaining viewing feedback information of the user to the study coach video of recommendation, according to sight
See the video list of preferences of feedback information renewal user；And
User's inviting unit 35, for when the study client of customer mobile terminal is not actuated in preset time period,
Startup message request is issued the user with, starting message request includes the recommendation information of study coach video to be recommended.
In embodiments of the present invention, each unit of the recommendation apparatus of study coach video can be by corresponding hardware or software list
Member realizes that each unit can be independent soft and hardware unit, can also be integrated into a soft and hardware unit, herein not limiting
The system present invention.
Example IV：
Fig. 4 shows the structure for the server that the embodiment of the present invention four provides, and for convenience of description, illustrate only and this hair
The related part of bright embodiment.
The server 4 of the embodiment of the present invention includes processor 40, memory 41 and is stored in memory 41 and can be
The computer program 42 run on processor 40.The processor 40 realizes above-mentioned study coach video when performing computer program 42
Recommendation embodiment of the method in step, such as the step S101 to S103 shown in Fig. 1.Or processor 40 performs computer
The function of each unit in above-mentioned each device embodiment, such as unit 21 to 23 shown in Fig. 2, unit shown in Fig. 3 are realized during program 42
30 to 35 function.
In embodiments of the present invention, the control that above-mentioned each screen wakes up is realized when the processor 40 performs computer program 42
During step in embodiment of the method processed, the video list of preferences of user, the video preference category in video list of preferences are obtained
Property, the study coach video corresponding to matching from video library, the study that user does not check in study coach video corresponding to acquisition
Video lecture, the study coach video of acquisition is arranged to study coach video to be recommended, detects the study of customer mobile terminal
Whether client starts, and when detecting study client terminal start-up, recommends study coach video to be recommended to user.The server
The step of processor 40 is realized when performing computer program 42 in 4 specifically refers to the description of method in embodiment one, herein
Repeat no more.
Embodiment five：
In embodiments of the present invention, there is provided a kind of computer-readable recording medium, the computer-readable recording medium are deposited
Computer program is contained, the computer program realizes that the recommendation method of above-mentioned each study coach video is real when being executed by processor
The step in example is applied, for example, the step S101 to S103 shown in Fig. 1.Or the computer program is realized when being executed by processor
The function of each unit in above-mentioned each device embodiment, such as unit 21 to 23 shown in Fig. 2, the function of unit 30 to 35 shown in Fig. 3.
In embodiments of the present invention, the video list of preferences of user is obtained, the video preference in video list of preferences
Attribute, study coach video corresponding to matching, user does not check in study coach video corresponding to acquisition from video library
Video lecture is practised, the study coach video of acquisition is arranged to study coach video to be recommended, detects customer mobile terminal
Practise whether client starts, when detecting study client terminal start-up, recommend study coach video to be recommended to user.The calculating
The recommendation method for the study coach video that machine program is realized when being executed by processor further is referred in preceding method embodiment
The description of step, will not be repeated here.
The computer-readable recording medium of the embodiment of the present invention can include that any of computer program code can be carried
Entity or device, recording medium, for example, the memory such as ROM/RAM, disk, CD, flash memory.
The foregoing is merely illustrative of the preferred embodiments of the present invention, is not intended to limit the invention, all essences in the present invention
All any modification, equivalent and improvement made within refreshing and principle etc., should be included in the scope of the protection.
Claims (10)
- A kind of 1. recommendation method of study coach video, it is characterised in that methods described comprises the steps：The video list of preferences of user is obtained according to the default time cycle, according to the video preference in the video list of preferences Attribute matched from video library corresponding to study coach video；The study coach video that user does not check described in the corresponding study coach video is obtained, by the study of the acquisition Video lecture is arranged to study coach video to be recommended；Whether the study client for detecting the customer mobile terminal starts, when detecting the study client terminal start-up, to The user recommends the study coach video to be recommended.
- 2. the method as described in claim 1, it is characterised in that methods described also includes：When the study client of the customer mobile terminal is not actuated in preset time period, sends startup to the user and invite Please information, the message request that starts includes the recommendation information of study coach video to be recommended.
- 3. the method as described in claim 1, it is characterised in that recommend the study coach video to be recommended to the user After step, methods described also includes：Viewing feedback information of the user to the study coach video of recommendation is obtained, according to the viewing feedback information renewal institute State the video list of preferences of user.
- 4. the method as described in claim 1, it is characterised in that the video preference that user is obtained according to the default time cycle arranges Table, video in the video list of preferences are attributes preferred from video library corresponding to matching the step of study coach video Before, methods described also includes：When receiving the registration request of the user, the video preference of the user is established according to the log-on message of the user List.
- 5. a kind of recommendation apparatus of study coach video, it is characterised in that described device includes：Video matching unit, it is inclined according to the video for obtaining the video list of preferences of user according to the default time cycle The attributes preferred study coach video corresponding to matching from video library of video in good list；Setting unit to be recommended, regarded for obtaining the study coach that user does not check described in the corresponding study coach video Frequently, the study coach video of the acquisition is arranged to study coach video to be recommended；AndWhether video recommendations unit, the study client for detecting the customer mobile terminal start, when detecting When practising client terminal start-up, recommend the study coach video to be recommended to the user.
- 6. device as claimed in claim 5, it is characterised in that described device also includes：User's inviting unit, for when the study client of the customer mobile terminal is not actuated in preset time period, to The user sends startup message request, and the message request that starts includes the recommendation information of study coach video to be recommended.
- 7. device as claimed in claim 5, it is characterised in that described device also includes：List update unit, for obtaining viewing feedback information of the user to the study coach video of recommendation, according to described Watch the video list of preferences that feedback information updates the user.
- 8. device as claimed in claim 5, it is characterised in that described device also includes：Unit is established in list, for when receiving the registration request of the user, being established according to the log-on message of the user The video list of preferences of the user.
- 9. a kind of server, including memory, processor and it is stored in the memory and can transports on the processor Capable computer program, it is characterised in that realize that Claims 1-4 such as is appointed described in the computing device during computer program The step of one methods described.
- 10. a kind of computer-readable recording medium, the computer-readable recording medium storage has computer program, and its feature exists In when the computer program is executed by processor the step of realization such as any one of Claims 1-4 methods described.
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Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN108874935A (en) * | 2018-06-01 | 2018-11-23 | 广东小天才科技有限公司 | A kind of review content recommendation method and electronic equipment based on phonetic search |
| CN110890095A (en) * | 2019-12-26 | 2020-03-17 | 北京大米未来科技有限公司 | Voice detection method, recommendation method, device, storage medium and electronic equipment |
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Application publication date: 20171215 |