CN106385599B - Smart television recommender system quick response method - Google Patents
Smart television recommender system quick response method Download PDFInfo
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- CN106385599B CN106385599B CN201611159807.5A CN201611159807A CN106385599B CN 106385599 B CN106385599 B CN 106385599B CN 201611159807 A CN201611159807 A CN 201611159807A CN 106385599 B CN106385599 B CN 106385599B
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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
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L67/00—Network arrangements or protocols for supporting network services or applications
- H04L67/01—Protocols
- H04L67/10—Protocols in which an application is distributed across nodes in the network
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L67/00—Network arrangements or protocols for supporting network services or applications
- H04L67/50—Network services
- H04L67/55—Push-based network services
-
- 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
- H04N21/43—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
- H04N21/432—Content retrieval operation from a local storage medium, e.g. hard-disk
- H04N21/4325—Content retrieval operation from a local storage medium, e.g. hard-disk by playing back content from the storage medium
-
- 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
-
- 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
- H04N21/442—Monitoring of processes or resources, e.g. detecting the failure of a recording device, monitoring the downstream bandwidth, the number of times a movie has been viewed, the storage space available from the internal hard disk
- H04N21/44213—Monitoring of end-user related data
- H04N21/44222—Analytics of user selections, e.g. selection of programs or purchase activity
-
- 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
-
- 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
- H04N21/4722—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 additional data associated with the content
Landscapes
- Engineering & Computer Science (AREA)
- Signal Processing (AREA)
- Databases & Information Systems (AREA)
- Multimedia (AREA)
- Computer Networks & Wireless Communication (AREA)
- Human Computer Interaction (AREA)
- Health & Medical Sciences (AREA)
- General Health & Medical Sciences (AREA)
- Social Psychology (AREA)
- Computing Systems (AREA)
- Two-Way Televisions, Distribution Of Moving Picture Or The Like (AREA)
Abstract
The present invention relates to ntelligent television technologs.The present invention is to solve the problems that the slower user experience of response speed in the recommender system of existing smart television is poor, provide a kind of smart television recommender system quick response method, its technical solution can be summarized as: the cloud platform hobby that judges user first, cloud platform is programmed recommendation tables again, program poster information in program recommendation tables is sent to smart television, smart television receives program poster information and stores, the program poster information stored before deletion；Selection request when the user clicks is recommended, stored program poster information is directly presented in smart television, smart television, which retransmits request, to be recommended to cloud platform, and after cloud platform receives request recommendation, the program resource in corresponding program recommendation tables is sent to intelligent electricity.The invention has the advantages that improving user experience, it is suitable for smart television.
Description
Technical field
The present invention relates to ntelligent television technologs, the in particular to technology of smart television recommender system.
Background technique
Smart television on China existing market, as the continuous improvement and user of hardware and software technology are to quality of the life
Requirements at the higher level, smart television only finds break-through point in terms of content.
It is within 2015 the outburst year in the transition year and internet television of color TV trade, various internet television brand layers go out not
Thoroughly.With being continuously added into for conventional hardware manufacturer, Internet enterprises and radio and TV operator, competition is further exacerbated by, curved surface, intelligence
Chemical conversion is two general orientation that television manufacturer is broken through.
And current smart television, having much all has the recommender system based on cloud, and acquisition user is electric using intelligence
Depending on behavioural habits, judge the hobby of user, select corresponding program category according to user preferences, recommendation tables of programming issue
It is presented to smart television, generally there is program poster information and corresponding program resource in program recommendation tables.
And current recommender system is in use, due to after user's click has selected request to recommend, it is also necessary to by intelligence
TV, which sends request to cloud, to be recommended, and then cloud makes program corresponding with the smart television further according to request recommendation and recommends
Table, then the program recommendation tables are returned into smart television, it is presented after treatment by smart television, it is seen then that it is due to needing
It the processing steps such as uploads, download, and needing to transmit corresponding program resource, it is caused to need certain time to be handled,
After this results in user's click that request has been selected to recommend, smart television, which needs certain time just, can respond user's (response here
User refer to user it can be seen that smart television reaction, i.e., smart television present program recommendation tables), user experience is poor.
Summary of the invention
It is poor the invention aims to solve the slower user experience of response speed in the recommender system of current smart television
The problem of, provide a kind of smart television recommender system quick response method.
The present invention solves its technical problem, the technical solution adopted is that, smart television recommender system quick response method,
Characterized by comprising the following steps:
Step 1, cloud platform judge the hobby of user；
Step 2, cloud platform are programmed recommendation tables, and the program poster information in program recommendation tables is sent to intelligent electricity
Depending on；
Step 3, smart television receive program poster information and store, the program poster information stored before deletion；
Step 4, selection request is recommended when the user clicks, and stored program poster information is directly presented in smart television；
Step 5, smart television, which send request, to be recommended to cloud platform；
After step 6, cloud platform receive request recommendation, the program resource in corresponding program recommendation tables is sent to intelligence
It can TV；
Step 7, smart television receive program resource, the click selection of user are responded, if user has selected some to recommend
Program, then for smart television while playing the recommendation program, Xiang Yunduan platform sends poster solicited message, returns to step 1, no
Then selected only in response to the click of user.
Specifically, the program recommendation tables are program recommendation tables at times in step 2.
Further, in step 2, the program poster information by program recommendation tables is sent to smart television and refers to:
Cloud platform judges which period is current time be in, and selects the program poster information hair in the program recommendation tables of corresponding period
Give smart television.
Specifically, further comprising the steps of:
Step 8, cloud platform moment judge whether current slot changes, and the section of corresponding period is reselected if change
Program poster information in mesh recommendation tables is sent to smart television, enters step 3.
Further, in step 2, the program poster information by program recommendation tables, which is sent to smart television, is
Refer to: cloud platform by all program recommendation tables at times each program poster information and the corresponding period be all sent to intelligent electricity
Depending on；
Step 4 the following steps are included:
Step 401, selection request is recommended when the user clicks；
Step 402, smart television judge which period is current time be in, and select the program poster information of corresponding period
It is presented.
Specifically, step 3 the following steps are included:
Step 301, smart television receive each program poster information and corresponding period, and each program poster information is right with its
The period is answered to be stored respectively, the program poster information stored before deletion.
Further, in step 301, it is described by each program poster information with its correspond to period respectively carry out storage be
Refer to: establish with the file of timesharing segment number corresponding number, each file corresponding period, each program poster information according to
Its correspondence period is stored in respectively in corresponding file.
The invention has the advantages that passing through above-mentioned smart television recommender system quick response in the present invention program
Method, smart television can quick response user recommendation request, i.e., quickly show recommend program program poster information, then
When user selects (selection that user is necessarily required to a period of time), the time using user selection recommends to cloud platform request
The correspondence program resource of program, to improve user experience.
Specific embodiment
Below with reference to embodiment, the technical schemes of the invention are described in detail.
Smart television recommender system quick response method of the present invention are as follows: the cloud platform happiness that judges user first
Good, cloud platform is programmed recommendation tables again, and the program poster information in program recommendation tables is sent to smart television, intelligence electricity
Depending on receiving program poster information and storing, the program poster information stored before deletion；Selection request when the user clicks pushes away
It recommends, stored program poster information is directly presented in smart television, and smart television, which retransmits request, to be recommended to cloud platform, cloud
After platform receives request recommendation, the program resource in corresponding program recommendation tables is sent to smart television, smart television connects
Program resource is received, the click selection of user is responded, if user has selected some to recommend program, this is pushed away smart television in broadcasting
While recommending program, Xiang Yunduan platform sends poster solicited message, returns to cloud platform and judges that step of the hobby of user, otherwise
Only in response to the click selection of user.
Embodiment
The side of the smart television recommender system quick response of the embodiment of the present invention, comprising the following steps:
Step 1, cloud platform judge the hobby of user.
Step 2, cloud platform are programmed recommendation tables, and the program poster information in program recommendation tables is sent to intelligent electricity
Depending on.
In this step, program recommendation tables can be program recommendation tables at times, its object is to: current many families are all only
There is one to two smart television, and kinsfolk's quantity is greater than the quantity of smart television, therefore a general smart television is each
The television program type of period viewing may be entirely different, this is because caused by user's difference of the day part using smart television
, thus program recommendation tables are made at times, can meet same smart television as far as possible uses user.
Then there are two types of processing modes for tool at this time:
Mode one: the program poster information in program recommendation tables is sent to smart television and is referred to: platform judgement in cloud is worked as
Which period the preceding time is in, and the program poster information in the program recommendation tables of corresponding period is selected to be sent to smart television.
Employing mode for the moment, can with the following steps are included:
Step 8, cloud platform moment judge whether current slot changes, and the section of corresponding period is reselected if change
Program poster information in mesh recommendation tables is sent to smart television, enters step 3.
Mode two: the program poster information in program recommendation tables is sent to smart television and is referred to: cloud platform will own
Each program poster information and corresponding period in program recommendation tables at times are all sent to smart television.
Step 3, smart television receive program poster information and store, the program poster information stored before deletion.
In this step, when step 2 employing mode two, it may include step in detail below: step 301, smart television receive
To each program poster information and corresponding period, each program poster information is stored respectively with its correspondence period, before deletion
The program poster information stored.
And the purpose of the program poster information stored before deleting here is: guaranteeing the memory usage of smart television
Lower, smart television response speed is very fast.
And by each program poster information with its correspond to period carry out storage respectively can are as follows: establish corresponding with timesharing segment number number
The file of amount, each file corresponding period, each program poster information are stored in corresponding respectively according to its correspondence period
In file.
Step 4, selection request is recommended when the user clicks, and stored program poster information is directly presented in smart television.
In this step, when step 2 employing mode two, it may include step in detail below:
Step 401, selection request is recommended when the user clicks；
Step 402, smart television judge which period is current time be in, and select the program poster information of corresponding period
It is presented.
Step 5, smart television, which send request, to be recommended to cloud platform.
After step 6, cloud platform receive request recommendation, the program resource in corresponding program recommendation tables is sent to intelligence
It can TV.
Step 7, smart television receive program resource, the click selection of user are responded, if user has selected some to recommend
Program, then for smart television while playing the recommendation program, Xiang Yunduan platform sends poster solicited message, returns to step 1, no
Then selected only in response to the click of user.
Claims (7)
1. smart television recommender system quick response method, which comprises the following steps:
Step 1, cloud platform judge the hobby of user；
Step 2, cloud platform are programmed recommendation tables, and the program poster information in program recommendation tables is sent to smart television；
Step 3, smart television receive program poster information and store, the program poster information stored before deletion；
Step 4, selection request is recommended when the user clicks, and stored program poster information is directly presented in smart television；
Step 5, smart television, which send request, to be recommended to cloud platform；
After step 6, cloud platform receive request recommendation, the program resource in corresponding program recommendation tables is sent to intelligent electricity
Depending on；
Step 7, smart television receive program resource, respond the click selection of user, if user has selected some to recommend program,
Then for smart television while playing the recommendation program, Xiang Yunduan platform sends poster solicited message, returns to step 1, otherwise only
Respond the click selection of user.
2. smart television recommender system quick response method method as described in claim 1, which is characterized in that in step 2, institute
Stating program recommendation tables is program recommendation tables at times.
3. smart television recommender system quick response method as claimed in claim 2, which is characterized in that described in step 2
Program poster information in program recommendation tables is sent to smart television to refer to: cloud platform judges which current time is in
Period selects the program poster information in the program recommendation tables of corresponding period to be sent to smart television.
4. smart television recommender system quick response method as claimed in claim 3, which is characterized in that further include following step
It is rapid:
Step 8, cloud platform moment judge whether current slot changes, and reselect the program of corresponding period if change and push away
The program poster information recommended in table is sent to smart television, enters step 3.
5. smart television recommender system quick response method as claimed in claim 2, which is characterized in that described in step 2
Program poster information in program recommendation tables is sent to smart television to refer to: cloud platform recommends all programs at times
Each program poster information and corresponding period in table are all sent to smart television；
Step 4 the following steps are included:
Step 401, selection request is recommended when the user clicks；
Step 402, smart television judge which period is current time be in, and the program poster information of corresponding period is selected to carry out
It presents.
6. smart television recommender system quick response method as claimed in claim 5, which is characterized in that step 3 include with
Lower step:
Step 301, smart television receive each program poster information and corresponding period, by each program poster information with its to it is corresponding when
Section is stored respectively, the program poster information stored before deletion.
7. smart television recommender system quick response method as claimed in claim 6, which is characterized in that in step 301, institute
It states and carries out storing respectively referring to its correspondence period by each program poster information: establishing the file with timesharing segment number corresponding number
Folder, each file corresponding period, each program poster information is stored in corresponding file respectively according to its correspondence period.
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| CN201611159807.5A CN106385599B (en) | 2016-12-15 | 2016-12-15 | Smart television recommender system quick response method |
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| CN201611159807.5A CN106385599B (en) | 2016-12-15 | 2016-12-15 | Smart television recommender system quick response method |
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| CN106385599A CN106385599A (en) | 2017-02-08 |
| CN106385599B true CN106385599B (en) | 2019-08-27 |
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Families Citing this family (5)
| Publication number | Priority date | Publication date | Assignee | Title |
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| CN107172459A (en) * | 2017-05-16 | 2017-09-15 | 深圳市茁壮网络股份有限公司 | Information recommendation method and device |
| CN107809660B (en) * | 2017-11-14 | 2020-06-02 | 四川长虹电器股份有限公司 | Method for flexibly switching data content sources of android smart television |
| CN108271045A (en) * | 2017-12-14 | 2018-07-10 | 海尔优家智能科技（北京）有限公司 | History multimedia content reviews method, apparatus for media playing and platform |
| CN108564400B (en) * | 2018-03-30 | 2021-11-02 | 重庆首卓网络信息科技有限公司 | Commodity information promotion system and method |
| CN109788331A (en) * | 2018-11-30 | 2019-05-21 | 新视家科技(北京)有限公司 | Poster methods of exhibiting and its device, electronic equipment, computer-readable medium |
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