CN109769130A - Remote controler customized setting method and system based on rating big data - Google Patents
Remote controler customized setting method and system based on rating big data Download PDFInfo
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Abstract
The invention discloses remote controler customized setting method and system based on rating big data, method includes: the user watched behavioural information of acquisition；According to user watched behavioural information, user preference information is generated；According to user preference information, individual cultivation is carried out to the display interface of mobile remote control device；The operation information of mobile remote control device and user watched behavioural information are associated, user's portrait is generated；According to the group types of user face sketch recognition user；According to the group types of user, configuration is optimized to the display interface of mobile remote control device.The problem of it is unified that the present invention overcomes the operation interfaces of mobile remote control device in the prior art, can not carry out individual cultivation, substantially increases the intelligence degree of mobile remote control device, enhances the usage experience of user, can be widely applied to big data technical field.
Description
Technical field
The present invention relates to big data technical field, be based especially on rating big data remote controler customized setting method and
System.
Background technique
Big data is the information for referring to not being available traditional process or tool processing or analysis, and big data defines those
Beyond normal process range and size, and force user using the data set of non-traditional processing method.Rating big data is then logical
Cross the data back for the set-top box that user watches TV, interbehavior data of the collected user in television.
User group refer to by big data platform acquire television terminal user data and parsing after establish with mark
The crowd of label, such as white collar crowd, football fan and old man group.
With the development of digital television techniques, DTV is more more and more universal, almost becomes the indispensability of Modern Family
Entertainment selection, wherein for TV remote controller as required control device, there is the disadvantages of being easily lost and is inconvenient to use in it.With
The rise of smart phone, handset remote controller also come into being, smart phone pass through the interaction with television set, obtain set-top box letter
Breath transmits remote-controlled television set by signal, instead of the effect of traditional tv remote controler.But existing handset remote controller is all
It is unified operation interface, individual cultivation can not be carried out according to user group, it is not smart enough.
Summary of the invention
In order to solve the above technical problems, it is an object of the invention to: it is high to provide a kind of intelligence degree, big based on rating
The remote controler customized setting method and system of data.
The technical solution that one aspect of the present invention is taken are as follows:
Remote controler customized setting method based on rating big data, comprising the following steps:
User watched behavioural information is acquired, the user watched behavioural information includes user's Information on Collection, channel selection letter
The key information of breath and mobile remote control device；
According to user watched behavioural information, user preference information is generated；
According to user preference information, individual cultivation is carried out to the display interface of mobile remote control device；
The operation information of mobile remote control device and user watched behavioural information are associated, user's portrait is generated；
According to the group types of user face sketch recognition user；
According to the group types of user, configuration is optimized to the display interface of mobile remote control device.
Further, further comprising the steps of:
According to user's Information on Collection, the display position information of key is generated；
According to display position information, it is shown in the display interface of mobile remote control device.
Further, described according to user watched behavioural information, the step for generating user preference information, including following step
It is rapid:
According to user watched behavioural information, generates the live streaming preference information of user, reviews preference information and program request preference
Information；
According to live streaming preference information, preference information and program request preference information are reviewed, when generating live streaming duration information, reviewing
Long message and program request duration information；
To live streaming duration information, duration information and program request duration information progress time length comparison are reviewed, determines that user preference is believed
Breath.
Further, described according to user preference information, the step for individual cultivation is carried out to remote controller displays interface, packet
Include following steps:
According to user preference information, by user preference button arrangement in first position；
According to user preference information, user preference button is carried out to highlight configuration.
Further, described to be associated the operation information of mobile remote control device and user watched behavioural information, generate user
The step for portrait, comprising the following steps:
Acquire the operation information of mobile remote control device；
Acquire the viewing-data of set-top box；
The viewing-data of the operation information of mobile remote control device and set-top box is associated, user's portrait is generated.
Further, the step for the group types according to user face sketch recognition user, comprising the following steps:
According to user watched behavioural information, programm name is obtained；
It is matched to obtain program category according to programm name；
The rating duration of each type programs, which counts, is watched to user；
The rating duration that each type programs are watched according to user, determines the type of preferences of user；
According to the type of preferences of user, the group types of user are determined.
Further, further comprising the steps of:
According to the type of preferences of user, recommend target program to user；
According to target program, recommend target product to user.
Further, the group types according to user optimize the display interface of mobile remote control device and configure this
Step, specifically:
It is the user of old man group for group types, processing is amplified to the key of mobile remote control device；
It is the user of football fan for group types, by the key configurations of mobile remote control device at spherical key.
Another aspect of the present invention is adopted the technical scheme that:
Remote controler personal settings system based on rating big data, comprising:
Acquisition module, for acquiring user watched behavioural information, the user watched behavioural information includes that user collects letter
The key information of breath, channel selective information and mobile remote control device；
Generation module, for generating user preference information according to user watched behavioural information；
Configuration module, for carrying out individual cultivation to the display interface of mobile remote control device according to user preference information；
Relating module is generated and is used for the operation information of mobile remote control device and user watched behavioural information to be associated
Family portrait；
Identification module, for the group types according to user face sketch recognition user；
Optimization module optimizes configuration to the display interface of mobile remote control device for the group types according to user.
Another aspect of the present invention is adopted the technical scheme that:
Remote controler personal settings system based on rating big data, comprising:
At least one processor；
At least one processor, for storing at least one program；
When at least one described program is executed by least one described processor, so that at least one described processor is realized
The remote controler customized setting method based on rating big data.
The beneficial effects of the present invention are: the present invention can generate user preference information according to the viewing behavior information of user,
Then according to user preference information, individual cultivation is carried out to the display interface of mobile remote control device；And it can be drawn a portrait according to user
Configuration is optimized to the display interface of mobile remote control device；The present invention overcomes the operation interfaces of mobile remote control device in the prior art
The problem of unifying, can not carrying out individual cultivation, substantially increases the intelligence degree of mobile remote control device, enhances making for user
With experience.
Detailed description of the invention
Fig. 1 is the step flow chart of the embodiment of the present invention.
Specific embodiment
The present invention is further explained and is illustrated with specific embodiment with reference to the accompanying drawings of the specification.For of the invention real
The step number in example is applied, is arranged only for the purposes of illustrating explanation, any restriction is not done to the sequence between step, is implemented
The execution sequence of each step in example can be adaptively adjusted according to the understanding of those skilled in the art.
Referring to Fig.1, the embodiment of the invention provides a kind of remote controler customized setting method based on rating big data, packets
Include following steps:
User watched behavioural information is acquired, the user watched behavioural information includes user's Information on Collection, channel selection letter
The key information of breath and mobile remote control device；
According to user watched behavioural information, user preference information is generated；
According to user preference information, individual cultivation is carried out to the display interface of mobile remote control device；
The operation information of mobile remote control device and user watched behavioural information are associated, user's portrait is generated；
According to the group types of user face sketch recognition user；
According to the group types of user, configuration is optimized to the display interface of mobile remote control device.
It is further used as preferred embodiment, further comprising the steps of:
According to user's Information on Collection, the display position information of key is generated；
According to display position information, it is shown in the display interface of mobile remote control device.
Be further used as preferred embodiment, it is described according to user watched behavioural information, generate user preference information this
One step, comprising the following steps:
According to user watched behavioural information, generates the live streaming preference information of user, reviews preference information and program request preference
Information；
According to live streaming preference information, preference information and program request preference information are reviewed, when generating live streaming duration information, reviewing
Long message and program request duration information；
To live streaming duration information, duration information and program request duration information progress time length comparison are reviewed, determines that user preference is believed
Breath.
It is further used as preferred embodiment, it is described according to user preference information, remote controller displays interface is carried out a
The step for propertyization configures, comprising the following steps:
According to user preference information, by user preference button arrangement in first position；
According to user preference information, user preference button is carried out to highlight configuration.
It is further used as preferred embodiment, it is described by the operation information of mobile remote control device and user watched behavioural information
The step for being associated, generating user's portrait, comprising the following steps:
Acquire the operation information of mobile remote control device；
Acquire the viewing-data of set-top box；
The viewing-data of the operation information of mobile remote control device and set-top box is associated, user's portrait is generated.
It is further used as preferred embodiment, the step for the group types according to user face sketch recognition user,
The following steps are included:
According to user watched behavioural information, programm name is obtained；
It is matched to obtain program category according to programm name；
The rating duration of each type programs, which counts, is watched to user；
The rating duration that each type programs are watched according to user, determines the type of preferences of user；
According to the type of preferences of user, the group types of user are determined.
It is further used as preferred embodiment, further comprising the steps of:
According to the type of preferences of user, recommend target program to user；
According to target program, recommend target product to user.
It is further used as preferred embodiment, the group types according to user, display circle to mobile remote control device
Face optimizes the step for configuration, specifically:
It is the user of old man group for group types, processing is amplified to the key of mobile remote control device；
It is the user of football fan for group types, by the key configurations of mobile remote control device at spherical key.
Corresponding with the method for Fig. 1, the embodiment of the invention also provides a kind of remote controler individual characteies based on rating big data
Change setting system, comprising:
Acquisition module, for acquiring user watched behavioural information, the user watched behavioural information includes that user collects letter
The key information of breath, channel selective information and mobile remote control device；
Generation module, for generating user preference information according to user watched behavioural information；
Configuration module, for carrying out individual cultivation to the display interface of mobile remote control device according to user preference information；
Relating module is generated and is used for the operation information of mobile remote control device and user watched behavioural information to be associated
Family portrait；
Identification module, for the group types according to user face sketch recognition user；
Optimization module optimizes configuration to the display interface of mobile remote control device for the group types according to user.
Corresponding with the method for Fig. 1, the embodiment of the invention also provides a kind of remote controler individual characteies based on rating big data
Change setting system, comprising:
At least one processor；
At least one processor, for storing at least one program；
When at least one described program is executed by least one described processor, so that at least one described processor is realized
The remote controler customized setting method based on rating big data.
Suitable for this system embodiment, this system embodiment is implemented content in above method embodiment
Function is identical as above method embodiment, and the beneficial effect reached and above method embodiment beneficial effect achieved
It is identical.
The specific implementation process of remote controler customized setting method the present invention is based on rating big data is described below in detail:
S1, user installation handset remote controller application program, when user carries out " remote control equipment identification " by handset remote controller
When, while the behaviors such as rating and collection for acquiring smart card in the set-top box that remote controler to be remotely controlled, and in entity remote controler
The click condition of middle button.
S2, the channel collected in set-top box and video are shown in the corresponding position of remote controler, when user is in mobile phone remote
When device clicks the button of the position, the channel or the page of collection can be quickly jumped.
S3, basis collect the viewing behavior of user, are broadcast live, are reviewed, the preference profile of program request, and it is distant that mobile phone is arranged
Control the position of the three zones key (be broadcast live, review, program request function key) of device；Wherein, if user preference live streaming (that is: live streaming
Watch duration longest), then the corresponding key of direct broadcast function is arranged in most visibility point, user is facilitated to find and operate, when
For user when handset remote controller operates, television synchronous enters the page.
S4, basis collect user in the button click data of entity remote controler, obtain user to the inclined of remote controller buttons
Good situation, and the button of preference is configured in handset remote controller saliency, it is if user preference clicks home button, then distant in mobile phone
Control device highlights the button, and user is facilitated to select.
Discriminated operant when above step S1-S4 is to user's new clothes handset remote controller realizes that personalized initial page is set
It sets, different users is in installation having differences property of handset remote controller Shi Douhui.
It S5, is that entire family shares due to entity remote controler, it is possible to regard the portrait for family as, and mobile phone
Remote controler is usually private operation, it is possible to regard personal portrait as, when user is bundled with handset remote controller, just to user
Portrait more accurately portray in more detail, acquires operation information of the user on handset remote controller, and operation information is associated with
To the viewing-data of set-top box.
S6, classified to user by the viewing-data that handset remote controller operates, according to the section of watch time section
Mesh title is matched with the type of program each in bean cotyledon, obtains the type of respective program, such as: film " going back " is in beans
Type is plot/love in valve film, then the type for obtaining and " going back " is plot, love.
S7, each user of statistics watch it is all types of effectively watch duration, wherein effectively viewing duration=user watch duration/
The playing duration of the program obtains the type cases of user preference by all types of effective viewing duration of user.
S8, the type by obtaining user preference, recommend the type under newest most hot program to user, if while at this
Class can also recommend the product packet (such as: recommending TV play product packet to the user of preference plot type) now if any product packet,
And the product packet is set in handset remote controller and orders shortcut key.
S9, the displaying content for the handset remote controller page, can be according to carrying out setting for the different pages the characteristics of different crowd
Meter.
Such as: for old man group, received by clicking the increased button situation of volume or preference in handset remote controller
It sees the crowd of health class program, then amplifies the manipulation key of the handset remote controller of such user；
For football fan, such crowd is obtained by preference football class program, by the handset remote controller of such user
Manipulation key be designed to the shape of football；
For cartoon fan, watch that cartoon class program obtains the crowd by preference, by the mobile phone remote of such user
The operation key of device is designed to the shape, etc. of famous cartoon figure.
S10, the viewing-data by constantly returning constantly improve the Type model of user preference, form closed loop.
In conclusion the present invention is to allow user that there can be preferable handset remote controller manipulation experience, user is allowed to experience a
Property service, can make handset remote controller be not only a firmware, but an object that can experience user demand.The present invention
Operation by user to handset remote controller obtains the viewing-data of user, acquires the user behavior of handset remote controller and parsing,
It is dissected by the behavior to TV user, by data mining, classification, cluster scheduling algorithm establish user tag system, pass through use
Family label system finally establishes user's portrait, such as football fan, old man group user tag, according to the user of different crowd
Portrait, changes the operation pages of handset remote controller, such as amplifies mobile phone control device manipulation key accordingly to old man group, likes to football
Good person customizes the shortcut key of Football channel on handset remote controller, and recommend the relevant product subscription of football etc., the present invention gram
The problem of operation interface for having taken mobile remote control device in the prior art is unified, can not carry out individual cultivation, substantially increases shifting
The intelligence degree of dynamic remote controler, enhances the usage experience of user.
It is to be illustrated to preferable implementation of the invention, but the present invention is not limited to the embodiment above, it is ripe
Various equivalent deformation or replacement can also be made on the premise of without prejudice to spirit of the invention by knowing those skilled in the art, this
Equivalent deformation or replacement are all included in the scope defined by the claims of the present application a bit.
Claims (10)
1. the remote controler customized setting method based on rating big data, it is characterised in that: the following steps are included:
Acquire user watched behavioural information, the user watched behavioural information include user's Information on Collection, channel selective information and
The key information of mobile remote control device；
According to user watched behavioural information, user preference information is generated；
According to user preference information, individual cultivation is carried out to the display interface of mobile remote control device；
The operation information of mobile remote control device and user watched behavioural information are associated, user's portrait is generated；
According to the group types of user face sketch recognition user；
According to the group types of user, configuration is optimized to the display interface of mobile remote control device.
2. the remote controler customized setting method according to claim 1 based on rating big data, it is characterised in that: also wrap
Include following steps:
According to user's Information on Collection, the display position information of key is generated；
According to display position information, it is shown in the display interface of mobile remote control device.
3. the remote controler customized setting method according to claim 1 based on rating big data, it is characterised in that: described
According to user watched behavioural information, the step for generating user preference information, comprising the following steps:
According to user watched behavioural information, generates the live streaming preference information of user, reviews preference information and program request preference information；
According to live streaming preference information, preference information and program request preference information are reviewed, long letter when generating live streaming duration information, reviewing
Breath and program request duration information；
To live streaming duration information, duration information and program request duration information progress time length comparison are reviewed, determines user preference information.
4. the remote controler customized setting method according to claim 1 based on rating big data, it is characterised in that: described
According to user preference information, the step for individual cultivation is carried out to remote controller displays interface, comprising the following steps:
According to user preference information, by user preference button arrangement in first position；
According to user preference information, user preference button is carried out to highlight configuration.
5. the remote controler customized setting method according to claim 1 based on rating big data, it is characterised in that: described
The step for operation information of mobile remote control device and user watched behavioural information are associated, user's portrait is generated, including with
Lower step:
Acquire the operation information of mobile remote control device；
Acquire the viewing-data of set-top box；
The viewing-data of the operation information of mobile remote control device and set-top box is associated, user's portrait is generated.
6. the remote controler customized setting method according to claim 1 based on rating big data, it is characterised in that: described
The step for according to the group types of user face sketch recognition user, comprising the following steps:
According to user watched behavioural information, programm name is obtained；
It is matched to obtain program category according to programm name；
The rating duration of each type programs, which counts, is watched to user；
The rating duration that each type programs are watched according to user, determines the type of preferences of user；
According to the type of preferences of user, the group types of user are determined.
7. the remote controler customized setting method according to claim 6 based on rating big data, it is characterised in that: also wrap
Include following steps:
According to the type of preferences of user, recommend target program to user；
According to target program, recommend target product to user.
8. the remote controler customized setting method according to claim 1 based on rating big data, it is characterised in that: described
According to the group types of user, the step for configuration is optimized to the display interface of mobile remote control device, specifically:
It is the user of old man group for group types, processing is amplified to the key of mobile remote control device；
It is the user of football fan for group types, by the key configurations of mobile remote control device at spherical key.
9. the remote controler personal settings system based on rating big data, it is characterised in that: include:
Acquisition module, for acquiring user watched behavioural information, the user watched behavioural information includes user's Information on Collection, frequency
The key information of road selection information and mobile remote control device；
Generation module, for generating user preference information according to user watched behavioural information；
Configuration module, for carrying out individual cultivation to the display interface of mobile remote control device according to user preference information；
Relating module generates user and draws for the operation information of mobile remote control device and user watched behavioural information to be associated
Picture；
Identification module, for the group types according to user face sketch recognition user；
Optimization module optimizes configuration to the display interface of mobile remote control device for the group types according to user.
10. the remote controler personal settings system based on rating big data, it is characterised in that: include:
At least one processor；
At least one processor, for storing at least one program；
When at least one described program is executed by least one described processor, so that at least one described processor is realized as weighed
Benefit requires the remote controler customized setting method described in any one of 1-8 based on rating big data.
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| CN201811494467.0A CN109769130B (en) | 2018-12-07 | 2018-12-07 | Remote controller personalized setting method and system based on big viewing data |
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