WO2017185612A1 - 一种智能终端、遥控器、推荐方法及系统 - Google Patents

一种智能终端、遥控器、推荐方法及系统 Download PDF

Info

Publication number
WO2017185612A1
WO2017185612A1 PCT/CN2016/099962 CN2016099962W WO2017185612A1 WO 2017185612 A1 WO2017185612 A1 WO 2017185612A1 CN 2016099962 W CN2016099962 W CN 2016099962W WO 2017185612 A1 WO2017185612 A1 WO 2017185612A1
Authority
WO
WIPO (PCT)
Prior art keywords
user
information
fingerprint information
fingerprint
instruction
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Ceased
Application number
PCT/CN2016/099962
Other languages
English (en)
French (fr)
Inventor
王智
李江通
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Le Holdings Beijing Co Ltd
Leshi Zhixin Electronic Technology Tianjin Co Ltd
Original Assignee
Le Holdings Beijing Co Ltd
Leshi Zhixin Electronic Technology Tianjin Co Ltd
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Le Holdings Beijing Co Ltd, Leshi Zhixin Electronic Technology Tianjin Co Ltd filed Critical Le Holdings Beijing Co Ltd
Publication of WO2017185612A1 publication Critical patent/WO2017185612A1/zh
Anticipated expiration legal-status Critical
Ceased legal-status Critical Current

Links

Images

Classifications

    • 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
    • H04N21/41—Structure of client; Structure of client peripherals
    • 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
    • H04N21/41—Structure of client; Structure of client peripherals
    • H04N21/4104—Peripherals receiving signals from specially adapted client devices
    • H04N21/4126—The peripheral being portable, e.g. PDAs or mobile phones
    • H04N21/41265—The peripheral being portable, e.g. PDAs or mobile phones having a remote control device for bidirectional communication between the remote control device and client device
    • 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
    • H04N21/41—Structure of client; Structure of client peripherals
    • H04N21/4104—Peripherals receiving signals from specially adapted client devices
    • H04N21/4126—The peripheral being portable, e.g. PDAs or mobile phones
    • 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
    • H04N21/41—Structure of client; Structure of client peripherals
    • H04N21/422—Input-only peripherals, i.e. input devices connected to specially adapted client devices, e.g. global positioning system [GPS]
    • 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
    • H04N21/441—Acquiring end-user identification, e.g. using personal code sent by the remote control or by inserting a card
    • H04N21/4415—Acquiring end-user identification, e.g. using personal code sent by the remote control or by inserting a card using biometric characteristics of the user, e.g. by voice recognition or fingerprint scanning
    • 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
    • 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
    • H04N21/4508—Management of client data or end-user data
    • H04N21/4532—Management of client data or end-user data involving end-user characteristics, e.g. viewer profile, 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
    • H04N21/45—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
    • 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

Definitions

  • the present application relates to the field of video technologies, and in particular, to an intelligent terminal, a remote controller, a recommendation method, and a system.
  • the traditional TV program recommendation method usually adopts a passive recommendation method, for example, obtaining an EPG (Electronic Program Guide) data text broadcasted in a current network broadcast TV program from a remote server, and generating according to the type of each TV program.
  • EPG Electronic Program Guide
  • the user can make a differential selection of the recommended program according to different types of television programs.
  • this traditional recommendation method is very passive.
  • the smart TV is recommended for the program, it cannot be recommended according to the personal preference of the user who is currently watching the TV program, so that the user has to go through complicated selections to find the program he likes and give the user a viewing. Bringing great inconvenience.
  • the embodiment of the invention provides an intelligent terminal, a remote controller, a recommendation method and a system, which are used to solve the problem that the program recommendation accuracy of the smart TV existing in the prior art is not high enough.
  • the embodiment of the present invention provides a first recommended method, including:
  • the display content recommended to the first user is generated and displayed according to the usage record of the first user in the historical time period;
  • the usage record of the first user in the historical time period is usage information of the first user recorded after the first user is identified by the fingerprint information in the historical time period.
  • the user fingerprint information is collected by the remote controller, and the smart terminal identifies the fingerprint information, determines a specific user that matches the fingerprint information, and recommends a program based on the historical usage record of the specific user, such as The television program matched by the user's operating habits or the television program matching the viewing habit of the user realizes the identification of different users and the personalized program recommendation of different users, and improves the recommendation accuracy rate of the smart terminal.
  • the embodiment of the present invention provides a first recommended method, including:
  • the user fingerprint information is collected by the remote controller, and the smart terminal identifies the fingerprint information to determine a specific user that matches the fingerprint information, and the remote controller side does not need to store the user fingerprint information, the fingerprint information and the user.
  • the matching avoids a lot of computing work, so the remote controller can use a lower performance processor (CPU), thereby reducing the manufacturing cost of the remote controller.
  • the embodiment of the invention provides a second recommendation method, including:
  • the first instruction includes identification information of the first user; the first instruction is that the remote controller identifies the fingerprint information after collecting fingerprint information of the user The pre-stored fingerprint information of the first user is matched when sent;
  • the usage record of the first user in the historical time period is determining the first user in the historical time period After the identification information, the usage information of the first user is recorded;
  • the display content recommended to the first user is generated and displayed according to the usage record of the first user in the historical time period.
  • the user fingerprint information is collected by the remote controller, and the fingerprint information is identified, and the specific user matching the fingerprint information is accurately determined, and then the remote controller sends an instruction including the identification information of the specific user to the smart TV.
  • the smart TV Instructing the smart TV to recommend, for the specific user, a television program that matches the user according to the usage record of the specific user during the historical time period, such as a desktop matching the operation habit of the user, or a television matching the viewing habit of the user program.
  • the recommendation method provided by the embodiment of the present invention implements identification of different users, and performs program recommendation matching each user based on the recorded usage records of each user, thereby improving the accuracy of the recommendation of the smart television program.
  • the embodiment of the invention provides a second recommendation method, including:
  • the first instruction is sent to the smart terminal, where the first instruction includes the identifier information of the first user;
  • the first instruction is used to instruct the smart terminal to acquire a usage record of the first user in a historical time period according to the identification information of the first user; and use the first user according to the historical time period. Recording generates and displays the display content recommended to the first user; wherein the usage record of the first user in the historical time period is after the identification information of the first user is determined within the historical time period, and the record is recorded The usage information of the first user.
  • the user fingerprint information is collected by the remote controller, and the fingerprint information is identified, the specific user matching the fingerprint information is accurately determined, and then the remote controller sends the package to the smart television.
  • the recommendation method provided by the embodiment of the present invention implements identification of different users, and performs program recommendation matching each user based on the recorded usage records of each user, thereby improving the accuracy of the recommendation of the smart television program.
  • an embodiment of the present invention provides an intelligent terminal, including:
  • a transceiver module configured to receive a first instruction sent by a remote controller, where the first instruction includes fingerprint information collected by the remote controller;
  • a fingerprint identification module configured to identify the fingerprint information received by the transceiver module
  • a processing module configured to: when the fingerprint identification module recognizes that the fingerprint information matches the fingerprint information of the first user stored in advance, generate and display the orientation according to the usage record of the first user in the historical time period a display content recommended by the first user; wherein the usage record of the first user in the historical time period is the first user recorded after the first user is identified by the fingerprint information in the historical time period Use information.
  • an embodiment of the present invention provides an intelligent terminal, including: a transceiver, at least one processor;
  • the memory stores instructions executable by the one processor, the instructions being executed by the at least one processor to enable the at least one processor to:
  • a transceiver configured to receive a first instruction sent by a remote controller, where the first instruction includes the remote Fingerprint information collected by the controller.
  • the usage record includes a historical operation habit of the first user; the processor is specifically configured to: determine, according to the historical operation habit of the first user, an interface element of the first user preference; The first user preferred interface element generates and displays a display interface recommended to the first user.
  • the usage record includes a historical viewing record of the first user
  • the processor is specifically configured to: count, from the historical viewing record of the first user, different program types viewed by the first user, and a viewing frequency of each program type; according to each program type a viewing frequency, determining a recommendation priority of each program type; determining a candidate program type whose recommendation priority satisfies a set threshold, acquiring current program information that matches the candidate program type; and generating a location according to the acquired current program information The list of programs.
  • the processor is further configured to: determine a fingerprint type corresponding to the fingerprint information of the first user; determine an operation level of the first user according to a correspondence between a pre-stored fingerprint type and a user operation level; When it is determined that the operation level of the first user is lower than a set value, adding a restriction condition to a part of the program in the generated program list according to a preset use restriction condition of a user whose user operation level is lower than a set value .
  • the transceiver is further configured to: receive a second instruction sent by the remote controller, where the second instruction is generated according to a shortcut key operation of the first user;
  • the processor is further configured to: acquire and display, according to the second instruction, display content that matches a shortcut key operation of the first user, where the smart terminal stores each preset preset by the first user The display content corresponding to the shortcut key operation.
  • the user fingerprint information is collected by the remote controller, and the smart terminal receives the fingerprint information collected by the remote controller, and the smart terminal identifies the specific user that matches the fingerprint information by identifying the fingerprint information, and then According to the usage record of the specific user in the historical time period, a television program matching the user is recommended for the specific user, such as a desktop matching the operation habit of the user, or a television program matching the viewing habit of the user.
  • the recommendation method provided by the embodiment of the present invention realizes the identification of different users, based on the records of the usage of each user of the record. The program recommendation matching the individual users improves the accuracy of the recommendation of the smart television program.
  • the embodiment of the present invention provides a remote controller, including:
  • the fingerprint collection module is configured to collect fingerprint information of the user
  • the transceiver module is configured to send a first instruction to the smart terminal, where the first instruction includes the collected fingerprint information.
  • the embodiment of the present invention provides a remote controller, including:
  • the transceiver is configured to collect fingerprint information of the user, and send a first instruction to the smart terminal, where the first instruction includes the collected fingerprint information.
  • the user fingerprint information is collected by the remote controller, and the smart terminal identifies the fingerprint information to determine a specific user that matches the fingerprint information, and the remote controller side does not need to store the user fingerprint information, the fingerprint information and the user.
  • the matching avoids a lot of computing work, so the remote controller can use a lower performance processor (CPU), thereby reducing the manufacturing cost of the remote controller.
  • the embodiment of the present invention provides a recommendation system, including:
  • a remote controller configured to collect fingerprint information of the user, and send a first instruction to the smart terminal, where the first instruction includes fingerprint information collected by the remote controller;
  • the smart terminal is configured to receive the first instruction sent by the remote controller, identify the fingerprint information, and when the fingerprint information is matched with the fingerprint information of the first user stored in advance, according to the Decoding a usage record of the first user in the historical time period, generating and displaying the display content recommended to the first user; wherein the usage record of the first user in the historical time period is within the historical time period
  • the usage information of the first user recorded after the first user is identified by fingerprint information.
  • the user fingerprint information is collected by the remote controller, and the smart terminal receives the fingerprint information collected by the remote controller, and the smart terminal identifies the specific user that matches the fingerprint information by identifying the fingerprint information, and then According to the specific user's use during the historical time period Recording, recommending a television program that matches the user for the particular user, such as a desktop that matches the user's operating habits, or a television program that matches the user's viewing habits.
  • the recommendation method provided by the embodiment of the present invention implements identification of different users, and performs program recommendation matching each user based on the recorded usage records of each user, thereby improving the accuracy of the recommendation of the smart television program.
  • the embodiment of the present invention provides an intelligent terminal, including:
  • a transceiver module configured to receive a first instruction sent by the remote controller, where the first instruction includes identification information of the first user; the first instruction is that the remote controller identifies the location after collecting the fingerprint information of the user The fingerprint information is sent when it matches the fingerprint information of the first user stored in advance;
  • An obtaining module configured to acquire, according to the identification information of the first user, a usage record of the first user in a historical time period; the usage record of the first user in the historical time period is determined within the historical time period After the identification information of the first user, the usage information of the first user is recorded;
  • a processing module configured to generate and display the display content recommended to the first user according to the usage record of the first user in the historical time period.
  • An embodiment of the present invention provides a smart terminal, including: a transceiver, at least one processor, and
  • the memory stores instructions executable by the one processor, the instructions being executed by the at least one processor to enable the at least one processor to:
  • the usage record of the first user in the historical time period is determining the first user in the historical time period After the identification information; generating and displaying the display content recommended to the first user according to the usage record of the first user in the historical time period;
  • a transceiver configured to receive a first instruction sent by a remote controller, where the first instruction includes identification information of the first user; the first instruction is that the remote controller identifies the location after collecting the fingerprint information of the user The fingerprint information is sent when it matches the fingerprint information of the first user stored in advance.
  • the usage record includes historical operation habits of the first user
  • the processor is specifically configured to: determine, according to the historical operation habit of the first user, an interface element that is preferred by the first user; generate and display the first interface element according to the interface element of the first user preference User-recommended display interface.
  • the usage record includes a historical viewing record of the first user
  • the processor is specifically configured to: count, from the historical viewing record of the first user, different program types viewed by the first user, and a viewing frequency of each program type; according to each program type a viewing frequency, determining a recommendation priority of each program type; determining a candidate program type whose recommendation priority satisfies a set threshold, acquiring current program information that matches the candidate program type; and generating a location according to the acquired current program information The list of programs.
  • the first instruction further includes operation level information of the first user; after the receiving the first instruction of the remote controller, the processor is further configured to:
  • the user's usage restrictions add restrictions to some of the programs in the program list.
  • transceiver is further configured to:
  • the processor is further configured to: acquire and display, according to the second instruction, display content that matches a shortcut key operation of the first user, where the smart terminal stores each preset preset by the first user The display content corresponding to the shortcut key operation information.
  • the user fingerprint information is collected by the remote controller, and the fingerprint information is identified, and the specific user matching the fingerprint information is accurately determined, and then the remote controller sends an instruction including the identification information of the specific user to the smart TV.
  • the smart TV Instructing the smart TV to recommend, for the specific user, a television program that matches the user according to the usage record of the specific user during the historical time period, such as a desktop matching the operation habit of the user, or a television matching the viewing habit of the user program.
  • the recommendation method provided by the embodiment of the present invention realizes the identification of different users, and the use of each user based on the record Recording, performing program recommendation matching each user, and improving the accuracy of smart TV program recommendation.
  • an embodiment of the present invention provides a remote controller, including:
  • a fingerprint identification module configured to collect and identify fingerprint information of the user
  • a processing module configured to: when the fingerprint information is matched with the pre-stored fingerprint information of the first user, the sending and receiving module sends a first instruction to the smart terminal, where the first instruction includes the identifier of the first user information;
  • the transceiver module is configured to send the first instruction to the smart terminal, where the first instruction is used to instruct the smart terminal to acquire the first user in a historical time according to the identification information of the first user. a usage record in the segment; generating and displaying the display content recommended to the first user according to the usage record of the first user in the historical time period; wherein the usage record of the first user in the historical time period is The usage information of the first user recorded after determining the identification information of the first user in the historical time period.
  • the transceiver is further configured to: send a second instruction to the smart terminal according to a shortcut key operation of the first user, where the second instruction includes shortcut key operation information of the first user, The second instruction is used to instruct the smart terminal to acquire and display the display content that matches the shortcut operation of the first user.
  • the second embodiment of the present invention provides a remote controller, including: a transceiver, at least one processor;
  • the memory stores instructions executable by the one processor, the instructions being executed by the at least one processor to enable the at least one processor to:
  • the instruction transceiver sends a first instruction to the smart terminal, where the first instruction includes the identifier of the first user. information;
  • the transceiver is configured to collect and identify fingerprint information of a user, and send the information to the smart terminal.
  • a first instruction wherein the first instruction is used to instruct the smart terminal to acquire a usage record of the first user in a historical time period according to the identification information of the first user;
  • the usage record in the time period generates and displays the display content recommended to the first user; wherein the usage record of the first user in the historical time period is determined by the first user within the historical time period After the information is identified, the usage information of the first user is recorded.
  • the first instruction may further include operation level information of the first user; the processor is further configured to: determine, according to the fingerprint information of the first user, a fingerprint type corresponding to the fingerprint information of the first user; The correspondence between the fingerprint type and the user operation level determines the operation level of the first user.
  • the processor is further configured to: send a second instruction to the smart terminal; the second instruction is generated by the remote controller according to the shortcut operation of the first user, and the second instruction is used by the second command And instructing the smart terminal to acquire and display the display content that matches the shortcut operation of the first user according to the second instruction.
  • the present application provides a non-transitory computer storage medium storing computer-executable instructions for causing the computer to perform the above The interface display method of any smart terminal.
  • the present application provides a computer program product comprising a computing program stored on a non-transitory computer readable storage medium, the computer program comprising the computer executable instructions
  • the computer executable instructions When executed by a computer, the computer is caused to execute an interface display method of any one of the above smart terminals.
  • the user fingerprint information is collected by the remote controller, and the fingerprint information is identified, and the specific user matching the fingerprint information is accurately determined, and then the remote controller sends an instruction including the identification information of the specific user to the smart TV.
  • the smart TV Instructing the smart TV to recommend, for the specific user, a television program that matches the user according to the usage record of the specific user during the historical time period, such as a desktop matching the operation habit of the user, or a television matching the viewing habit of the user program.
  • the recommendation method provided by the embodiment of the present invention realizes the identification of different users, and based on the recorded usage records of each user, performs program recommendation matching with each user, and improves the recommendation of the smart television program recommendation. Confirmation rate.
  • the embodiment of the present invention provides a recommendation system, including:
  • a remote controller configured to collect and identify fingerprint information of the user; and when the fingerprint identification module identifies that the fingerprint information matches the fingerprint information of the first user stored in advance, sending a first instruction to the smart terminal, the first The instruction includes the identification information of the first user;
  • the smart terminal is configured to receive the first instruction sent by the remote controller, and acquire, according to the identifier information of the first user, a usage record of the first user in a historical time period;
  • the usage record of the user in the historical time period generates and displays the display content recommended to the first user; wherein the usage record of the first user in the historical time period is determined in the historical time period After the identification information of a user, the usage information of the first user is recorded.
  • the user fingerprint information is collected by the remote controller, and the fingerprint information is identified, and the specific user matching the fingerprint information is accurately determined, and then the remote controller sends an instruction including the identification information of the specific user to the smart TV.
  • the smart TV Instructing the smart TV to recommend, for the specific user, a television program that matches the user according to the usage record of the specific user during the historical time period, such as a desktop matching the operation habit of the user, or a television matching the viewing habit of the user program.
  • the recommendation method provided by the embodiment of the present invention implements identification of different users, and performs program recommendation matching each user based on the recorded usage records of each user, thereby improving the accuracy of the recommendation of the smart television program.
  • FIG. 1 is a schematic diagram of a flow of a first recommendation method according to an embodiment of the present invention
  • FIG. 2 is a schematic diagram of a second recommendation method according to an embodiment of the present invention.
  • FIG. 3 is a schematic diagram of a flow of a second recommendation method according to an embodiment of the present invention.
  • FIG. 4 is a schematic structural diagram of an intelligent terminal applied to a first recommended method according to an embodiment of the present invention
  • FIG. 5 is a schematic structural diagram of a remote controller applied to a first recommended method according to an embodiment of the present disclosure
  • FIG. 6 is a schematic structural diagram of a recommendation system applied to a first recommended method according to an embodiment of the present invention.
  • FIG. 7 is a schematic structural diagram of an intelligent terminal applied to a second recommendation method according to an embodiment of the present disclosure.
  • FIG. 8 is a schematic structural diagram of a remote controller applied to a second recommended method according to an embodiment of the present invention.
  • FIG. 9 is a schematic structural diagram of a recommendation system applied to a second recommendation method according to an embodiment of the present invention.
  • FIG. 10 is a schematic structural diagram of an intelligent terminal according to an embodiment of the present disclosure.
  • FIG. 11 is a schematic structural diagram of a remote controller according to an embodiment of the present invention.
  • the embodiment of the invention provides an intelligent terminal, a remote controller, a recommendation method and a system, to improve the program recommendation accuracy of the smart TV.
  • the present invention provides a recommendation method for two different application scenarios:
  • the fingerprint information of the user is collected by the fingerprint recognition area on the remote controller, and the collected fingerprint information is identified by the intelligent terminal or the remote controller, thereby accurately determining the The specific user that the fingerprint information matches, and then according to the usage record of the specific user in the historical time period, or according to the program information pre-customized after the specific user first enters the fingerprint on the smart terminal, the specific user is recommended to match the user.
  • a television program such as a desktop that matches the user's operating habits, or a television program that matches the user's viewing habits.
  • the user fingerprint information is collected by the remote controller, and the fingerprint information is identified, and a specific user matching the fingerprint information is accurately determined, and then the remote controller sends an instruction including the identification information of the specific user to the smart TV.
  • the smart TV Instructing the smart TV to recommend, for the specific user, a television program that matches the user according to the usage record of the specific user during the historical time period, such as a desktop matching the operation habit of the user, or matching the viewing habit of the user. TV show.
  • the recommendation method applicable to the above two application scenarios provided by the embodiment of the present invention realizes the identification of different users, and based on the recorded usage records of each user, performs program recommendation matching with each user, and improves the recommendation of the smart television program.
  • the accuracy rate is the accuracy of the recommendation of the smart television program.
  • the main process of the first recommendation method shown in FIG. 1 is that the recommended method is based on the application of the fingerprint information by the remote controller, and the smart terminal identifies the specific user information according to the fingerprint information, which specifically includes:
  • Step 101 The smart terminal receives a first instruction sent by the remote controller, where the first instruction includes fingerprint information collected by the remote controller;
  • Step 102 The smart terminal identifies the fingerprint information.
  • Step 103 When the smart terminal matches the fingerprint information of the first user that is stored in advance, the smart terminal generates and displays the display content recommended to the first user according to the usage record of the first user in the historical time period;
  • the usage record of the first user in the historical time period is the usage information of the first user recorded after the first user is identified by the fingerprint information in the historical time period.
  • the intelligent terminal involved may be a smart TV or other display device capable of acquiring fingerprint information through a remote controller.
  • the remote control is provided with a fingerprint recognition area, and the fingerprint recognition area may have a fingerprint recognition function.
  • the button can also be a non-key area, but has a fingerprint recognition function.
  • the button with the fingerprint recognition function may be any button on the remote controller integrated with the fingerprint recognition module, such as a power button, an enter button, etc., or may be a button added to the remote controller for fingerprint recognition.
  • the fingerprint identification area may be always in a power-on state, and is in a state of collecting fingerprint information of the user in real time. However, if the fingerprint recognition area is always in the power-on state, the power consumption of the remote controller is increased.
  • the remote controller after receiving the fingerprint identification instruction sent by the smart terminal, sets the fingerprint identification area to a power-on state, and starts collecting fingerprint information.
  • the smart terminal sends an instruction to turn off the fingerprint recognition function to the remote controller, and after receiving the instruction to turn off the fingerprint recognition function, the remote controller sets the fingerprint recognition area to the off state.
  • the area is a button with a fingerprint recognition function, and the button with a fingerprint recognition function is used as a normal button of the remote controller.
  • the first instruction in the above method flow refers to that the remote controller sends the fingerprint information of the user to the smart terminal.
  • the first instruction may also be that after receiving the fingerprint recognition instruction sent by the smart terminal, the remote controller starts the fingerprint recognition function, collects the fingerprint information of the user, and then sends the fingerprint information to the smart terminal.
  • the smart terminal records the fingerprint information of each user.
  • the smart terminal records the fingerprint information of each user, and records and counts the user's operating habits according to the fingerprint information of each user.
  • Each user stores the fingerprint information in the smart terminal through the button with the fingerprint recognition function of the remote controller.
  • the user 1 selects the fingerprint collection operation interface on the smart TV interface through the remote controller button, and the user displays the operation according to the fingerprint collection operation interface.
  • Tip Enter the fingerprint on the button with fingerprint recognition function until the smart terminal prompts the fingerprint to enter successfully.
  • the power-on button integrates the fingerprint recognition module, and when the user first turns on the smart phone, the smart TV records the fingerprint information of the user.
  • the user can also perform pre-customized operations of the program, such as display setting of interface elements such as brightness and sound, and personal customization of programs such as third party application APP, news, music, photo album, and video.
  • pre-customized operations of the program such as display setting of interface elements such as brightness and sound
  • personal customization of programs such as third party application APP, news, music, photo album, and video.
  • the remote control has a finger in the fingerprint recognition function
  • the pattern recognition module identifies which user is using the smart terminal, and the smart terminal determines which user is using the smart terminal, and records the user according to the customized operation and operation habits of the user that has been recorded and matched with the fingerprint information. Make smart recommendations.
  • the user fingerprint information received by the smart terminal is a fingerprint feature code collected and recognized by the fingerprint recognition module in the button with the fingerprint recognition function of the remote controller.
  • the fingerprint information may also be encrypted and then sent to the smart terminal.
  • a fingerprint identification algorithm is set in the smart terminal, and the fingerprint feature in the received fingerprint information is identified according to the fingerprint identification algorithm. From the mapping relationship between the pre-stored fingerprint feature and the user fingerprint information, the search matches the fingerprint feature.
  • the user fingerprint information can determine which user's fingerprint information is matched with the fingerprint information of the user.
  • the fingerprint feature of each user is unique. Therefore, the fingerprint feature of the first user corresponds to the fingerprint information of the first user, and the fingerprint feature of the second user corresponds to the fingerprint information of the second user.
  • the correspondence between the fingerprint feature and the user fingerprint information is stored in the smart terminal.
  • step 103 if it is recognized that the received user fingerprint information matches the fingerprint information of the first user stored in advance, the user who currently uses the smart terminal is determined to be the first user, and at this time, the display content can be displayed for the first user. Recommended.
  • the first user is one of a plurality of users who use the smart terminal, for example, the family member includes a smart TV shared by the father, the mother, the grandfather, and the child.
  • the smart The TV can recognize that the input fingerprint information is the fingerprint of the father, and the first user refers to the father.
  • Grandpa enters the fingerprint through the remote control
  • the smart TV can recognize that the input fingerprint information is the fingerprint of the grandfather, and the first user refers to the grandfather. Since each person's fingerprint is different, it is determined that the specific user who uses the smart TV according to the fingerprint identification, and then the program recommendation for the specific user can improve the accuracy of the smart TV for the program recommendation.
  • the display content recommended by the smart TV to the first user includes a plurality of types, such as recommendation of desktop content, recommendation of video, recommendation of TV shopping products, recommendation of APP, recommendation of news, and the like.
  • the usage record of the first user in the historical time period includes historical operation habits of the first user, such as usage habits of interface elements such as brightness and volume, and history record records of the first user, for example. Such as photo library, video library, login APP, browsing news and other records.
  • the historical operation habit determines an interface element that is preferred by the first user, and generates and displays a display interface recommended to the first user according to the interface element preferred by the first user.
  • the following describes the recommendation process for the smart TV to perform the television program for the first user: when the usage record of the first user in the historical time period (such as within one month) includes the historical viewing record of the television program of the first user, the smart television from the first
  • the history record of a user counts different program types viewed by the first user, and the viewing frequency of each program type, and determines the recommendation priority of each program type according to the viewing frequency of each program type; and then determines the recommendation priority.
  • the candidate program type that satisfies the set threshold is obtained, the current program information matching the candidate program type is acquired, and the program list recommended to the first user is generated according to the acquired current program information.
  • the method for performing program recommendation in the embodiment of the present invention is not limited to the above example.
  • each program type needs to be counted.
  • the viewing time ratio of each program in the middle is the ratio of the viewing time to the total duration of the program (for example, the total duration of the program 1 is 1 hour, the first user watches 12 minutes, and the viewing time ratio of the program 1 is 20%, but If the total duration of a program 2 is 15 minutes, the first user also watches 12 minutes, and the viewing time ratio of the program 2 is 80%.
  • the viewing duration of the two programs is the same, generally the first user will pay more attention to Program 2), according to the overall distribution of the viewing time ratios of all the viewing programs in each program type, determining the recommendation priority of each program type, generally speaking, the viewing priority is higher than the recommendation priority with more distribution; then determining the recommendation priority
  • the candidate program type that satisfies the set threshold acquires current program information that matches the candidate program type, according to the current section acquired Information, generate a list of recommendations to the first user program. According to the viewing time ratio, the recommendation of the program is more closely related to the user's needs.
  • the set threshold may be determined as the second level, and the program type with the recommended priority exceeding the second level may be used as the candidate program type.
  • the smart TV obtains the matching of the candidate program types through the remote server.
  • Program information The historical viewing record of the smart TV also includes viewing records of some television programs pre-customized by the first user.
  • the television program is recommended to the first user by the above method, and the television program can be recommended for the first user in real time according to the preference of the first user. For example, the first user viewed more travel programs in the first quarter, and the smart TV can recommend more travel television programs for the first user through the above method.
  • the first user watched more sports programs in the second quarter, and the smart TV can recommend more sports TV programs for the first user through the above method flow.
  • the above recommendation method is more flexible and can dynamically adapt to changes in user preferences.
  • the smart terminal further includes the following content: the smart terminal determines the fingerprint type corresponding to the fingerprint information of the first user.
  • the intelligent terminal determines the operation level of the first user according to the correspondence between the pre-stored fingerprint type and the user operation level; when the intelligent terminal determines that the operation level of the first user is lower than the set value, the intelligent operation level is lower according to the preset
  • a restriction condition is added to a part of programs in the program list recommended to the first user for the user's use restriction condition of the set value.
  • the smart terminal can distinguish the fingerprint type corresponding to the fingerprint information by using a fingerprint identification algorithm.
  • the fingerprint type can be distinguished according to the age group.
  • the fingerprint identification algorithm is based on a large number of fingerprint data of different age groups to establish a model, which simulates which fingerprint information in the fingerprint information belongs to the adult fingerprint, and which fingerprint information in the fingerprint information is the child fingerprint.
  • the smart terminal can also distinguish the fingerprint type of the fingerprint information by combining the user's operating habits and viewing records with the terminal, because users of different ages have different preferences for the television program.
  • the smart terminal can also distinguish different fingerprint types according to the user age information set by the user after the fingerprint is first entered by the smart terminal. For example, the parent user of the home user sets the age information by using the fingerprint for the first time, and the child user can The fingerprint input of the child and the age information entry of the child are completed under the assistance of the parent user.
  • the above steps implement the use of fingerprint information to distinguish the user operation levels of different users. For example, the fingerprint of the parent in the family member has a higher operation level than the fingerprint of the ward. Parents can After entering the child's fingerprint information, customize some TV programs for children's healthy growth, and also set restrictions on children's use of smart terminals, such as program viewing time, display brightness and so on. Even parents can view the children's TV show viewing history.
  • the method further includes: the smart terminal receiving the second command sent by the remote controller, where the second command is generated by the remote controller after the first command is sent to the smart terminal, according to the shortcut operation of the first user.
  • the second instruction includes the shortcut key operation information of the first user.
  • the smart terminal acquires and displays the display content that matches the shortcut key operation of the first user according to the second instruction, where the smart terminal stores the preset content preset by the first user.
  • the display content corresponding to each shortcut key operation information, and the shortcut key operation information of the first user is an identification code of the first user's shortcut key operation.
  • the first user-defined custom shortcut key is set in advance through the remote controller, such as long pressing the button with the fingerprint for 3 seconds, directly entering the favorite game, and quickly double-clicking the fingerprint with the fingerprint. Press the button to enter your favorite TV show and more. Or press the button with the fingerprint and any number button at the same time, log in the preset account information, enter the personal video library, the photo library stored by the first user in advance on the smart terminal, or log in the preset account information by the first user. Enter the first user-specific APP to display private custom display content.
  • a user can correspond to multiple account information.
  • the user fingerprint information is collected by the remote controller, and the smart terminal performs the storage of the user fingerprint information and the identification of the user fingerprint information (that is, the matching process between the fingerprint information and the user), and has the following technical effects:
  • the remote controller does not need to store user fingerprint information, match fingerprint information with the user, and avoid a lot of computing work, so that the remote controller can select a lower performance processor (CPU), thereby reducing the production of the remote controller. cost.
  • the intelligent terminal can communicate with the cloud server through the network (such as obtaining the TV program viewed online through the wireless network)
  • the fingerprint recognition algorithm integrated in the intelligent terminal can perform real-time OTA upgrade (over the air download technology). Continuous optimization of fingerprint recognition algorithms.
  • the application may be extended according to the specific user information, for example, providing a privacy space for the specific user.
  • the user provides a space for storing important materials, reminders, and the like, which can be viewed after the user enters the fingerprint.
  • the user fingerprint information is collected by the remote controller, and the smart terminal receives the fingerprint information collected by the remote controller, and the smart terminal identifies the specific user that matches the fingerprint information by identifying the fingerprint information, and then According to the usage record of the specific user in the historical time period, a television program matching the user is recommended for the specific user, such as a desktop matching the operation habit of the user, or a television program matching the viewing habit of the user.
  • the recommendation method provided by the embodiment of the present invention implements identification of different users, and performs program recommendation matching each user based on the recorded usage records of each user, thereby improving the accuracy of the recommendation of the smart television program.
  • the embodiment of the present invention provides a second recommendation method, which is based on collecting fingerprint information by a remote controller, and identifying specific user information according to the fingerprint information, and then the smart terminal performs program recommendation for the specific user based on specific user information.
  • the application scenario, as shown in Figure 2, the recommended method flow on the intelligent terminal side mainly includes:
  • Step 201 The smart terminal receives the first instruction of the remote controller, where the first instruction includes the identification information of the first user.
  • the first instruction is that the remote controller identifies the fingerprint information and the first stored in advance after collecting the fingerprint information of the user. Sent when the user's fingerprint information matches;
  • Step 202 The smart terminal acquires the usage record of the first user in the historical time period according to the identification information of the first user; the usage record of the first user in the historical time period is to determine the identification information of the first user in the historical time period. After that, the usage information of the first user is recorded;
  • Step 203 The smart terminal generates and displays the display content recommended to the first user according to the usage record of the first user in the historical time period.
  • the first instruction is sent to the smart terminal after the remote controller collects the fingerprint information of the user; or, after receiving the fingerprint identification instruction sent by the smart terminal, the first command remote controller starts the fingerprint recognition function, and collects After the user's fingerprint information is sent to the smart terminal.
  • the identifier information of the first user may be a unique identifier generated by the remote controller for the first user, and the smart terminal stores the correspondence between the identifier information of the first user and the usage record of the first user in the historical time period. relationship. Therefore, the smart terminal can obtain the usage record of the first user in the historical time period according to the identification information of the first user, and recommend the personalized display content for the first user.
  • the fingerprint information is collected by the remote controller, and the specific user information is identified according to the fingerprint information, and the smart terminal refers to the determined first user for the display content.
  • the smart terminal recommends display content to the first user, including but not limited to desktop content, video, TV shopping products, APP, news, and the like.
  • the usage record of the first user in the historical time period includes historical operation habits of the first user, such as usage habits of interface elements such as brightness and volume, and also includes historical viewing records of the first user, such as a photo library, a video library, and a login. APP, browsing news and other records.
  • fingerprint information is collected by the remote controller, specific user information is identified according to the fingerprint information, and the smart terminal refers to the determined first user to display the content, thereby preventing the remote controller from transmitting to the smart terminal.
  • User fingerprint information can prevent user fingerprint information from being intercepted or cracked during transmission to the smart terminal, and has high security.
  • the remote controller in the embodiment of the present invention not only has the function of fingerprint collection and recognition, but also has the function of identifying which fingerprint information of the user is matched with the fingerprint information of the user stored in advance according to the fingerprint information. That is to say, the remote controller includes both a fingerprint identification module for fingerprint collection and recognition, and a fingerprint recognition algorithm for determining which user fingerprint information is matched with which user's fingerprint information.
  • each user When using the remote control with fingerprint recognition function for the first time, each user first enters the fingerprint information through the button with fingerprint recognition function on the remote control or the special fingerprint identification area, and the remote controller records the fingerprint information of each user. Correspondence of user identification information.
  • the remote controller determines, according to the collected fingerprint information, that the fingerprint information matches the fingerprint information of the first user, and according to the fingerprint information of the first user and the target of the first user.
  • the identification information of the first user is sent to the smart terminal, and the smart terminal records and counts the operating habits, historical viewing programs, and the like of the first user according to the identification information of the first user. In this way, the mapping relationship between the identification information of the first user and the historical usage record of the first user is stored in the smart terminal.
  • the remote controller determines that the user who uses the smart terminal is the first user according to the collected fingerprint information, and then sends the identification information of the first user to the smart terminal, and the smart terminal is configured according to the first user.
  • the identification information acquires a usage record of the first user during the historical time period, and generates and displays the display content recommended to the first user according to the usage record of the first user in the historical time period.
  • the first instruction received by the smart terminal may further include operation level information of the first user.
  • the smart terminal determines, according to the identification information of the first user and the operation level information, when the intelligent terminal determines that the operation level of the first user is lower than the set value, according to a preset use restriction condition of the user whose user operation level is lower than the set value, A restriction is added to a portion of the program in the program list recommended to the first user.
  • the above steps implement the use of fingerprint information to distinguish the user operation levels of different users. For example, the fingerprint of the parent in the family member has a higher operation level than the fingerprint of the ward. Parents can customize the TV programs for children's healthy growth after entering the children's fingerprint information, and can also set restrictions on children's use of smart terminals, such as program viewing time, display brightness and so on. Even parents can view the children's TV show viewing history.
  • the fingerprint type corresponding to the fingerprint information can be distinguished by the remote controller through the fingerprint identification algorithm.
  • the fingerprint type can be distinguished according to the age.
  • the fingerprint identification algorithm is based on a large number of fingerprint data of different age groups to establish a model to simulate which fingerprint information in the fingerprint information belongs to the adult fingerprint, and which fingerprint information in the fingerprint information is the child fingerprint.
  • the remote controller can also distinguish the fingerprint type of the fingerprint information by combining the user's operating habits and viewing records of the smart terminal, because users of different age groups have different preferences for the television program.
  • the remote controller can also distinguish different fingerprint types according to the user age information set by the user after the fingerprint is first entered in the smart terminal. For example, the parent user of the home user sets the age information by using the fingerprint for the first time, and the child user can The fingerprint input of the child and the age information entry of the child are completed under the assistance of the parent user.
  • the smart terminal receives the second instruction sent by the remote controller, and the second instruction is generated according to the shortcut operation of the first user; the smart terminal acquires and displays the display that matches the shortcut operation of the first user according to the second instruction.
  • the content wherein the smart terminal stores display content corresponding to each shortcut key operation preset by the first user.
  • the first user-defined custom shortcut key is set in advance through the remote controller, such as long pressing the button with the fingerprint for 3 seconds, directly entering the favorite game, and quickly double-clicking the fingerprint with the fingerprint. Press the button to enter your favorite TV show and more. Or press the button with the fingerprint and any number button at the same time, log in the preset account information, enter the personal video library, the photo library stored by the first user in advance on the smart terminal, or log in the preset account information by the first user. Enter the first user-specific APP to display private custom display content.
  • a user can correspond to multiple account information.
  • the user fingerprint information is collected by the remote controller, and the fingerprint information is identified, and the specific user matching the fingerprint information is accurately determined, and then the remote controller sends an instruction including the identification information of the specific user to the smart TV.
  • the smart TV Instructing the smart TV to recommend, for the specific user, a television program that matches the user according to the usage record of the specific user during the historical time period, such as a desktop matching the operation habit of the user, or a television matching the viewing habit of the user program.
  • the recommendation method provided by the embodiment of the present invention implements identification of different users, and performs program recommendation matching each user based on the recorded usage records of each user, thereby improving the accuracy of the recommendation of the smart television program.
  • the embodiment of the present invention provides a second recommendation method, which is based on collecting fingerprint information by a remote controller, and identifying specific user information according to the fingerprint information, and then the smart terminal performs program recommendation for the specific user based on specific user information.
  • Step 301 The remote controller collects and identifies the fingerprint information of the user.
  • Step 302 The remote controller sends a first instruction to the smart terminal when the fingerprint information is matched with the fingerprint information of the first user stored in advance, where the first instruction includes the identification information of the first user.
  • the first instruction is used to instruct the smart terminal to acquire the usage record of the first user in the historical time period according to the identification information of the first user; and generate and display the first user according to the usage record of the first user in the historical time period.
  • the recommended display content wherein the usage record of the first user in the historical time period is the usage information of the first user recorded after determining the identification information of the first user in the historical time period.
  • the first instruction is sent to the smart terminal after the remote controller collects the fingerprint information of the user; or, after receiving the fingerprint identification instruction sent by the smart terminal, the first command remote controller starts the fingerprint recognition function, and collects After the user's fingerprint information is sent to the smart terminal.
  • the identification information of the first user may be a unique identification number generated by the remote controller for the first user.
  • the fingerprint information is collected by the remote controller, and the specific user information is identified according to the fingerprint information.
  • the smart terminal recommends the display content to the determined first user, thereby preventing the remote controller from transmitting the user fingerprint information to the smart terminal.
  • the user fingerprint information is prevented from being intercepted or cracked during transmission to the smart terminal, and has high security.
  • the remote controller not only has a fingerprint collection and recognition function, but also has a function of identifying which fingerprint information of the user is matched with the fingerprint information of a user stored in advance based on the fingerprint information. That is to say, the remote controller includes both a fingerprint identification module for fingerprint collection and recognition, and a fingerprint recognition algorithm for determining which user fingerprint information is matched with which user's fingerprint information.
  • the remote control is provided with a button with a fingerprint recognition function, or a special fingerprint recognition area is provided for fingerprint collection and recognition.
  • the button with the fingerprint recognition function may be any button on the remote controller integrated with the fingerprint recognition module, such as a power button, an enter button, etc., or may be a button added to the remote controller for fingerprint recognition.
  • the button with the fingerprint recognition function, or the fingerprint recognition module in the special fingerprint recognition area can be powered on all the time, or can be powered on when the fingerprint recognition function needs to be activated, and the fingerprint identification module after power-on.
  • the fingerprint information of each user is pre-recorded in the remote controller.
  • each user When using the remote control with fingerprint recognition function for the first time, each user first enters the fingerprint information through the button with fingerprint recognition function on the remote control or the special fingerprint identification area, and the remote controller records the fingerprint information of each user. Correspondence of user identification information.
  • the remote controller determines, according to the fingerprint identification algorithm, the process of matching the collected user fingerprint information with the fingerprint information of the user, including: the remote controller identifies the fingerprint feature in the received fingerprint information according to the fingerprint identification algorithm, and the fingerprint feature from the pre-stored In the mapping relationship of the user fingerprint information, the user fingerprint information matching the fingerprint feature is searched to determine which fingerprint information of the user is matched with the fingerprint information of the user.
  • the fingerprint feature of each user is unique. Therefore, the fingerprint feature of the first user corresponds to the fingerprint information of the first user, and the fingerprint feature of the second user corresponds to the fingerprint information of the second user.
  • the correspondence between the fingerprint feature and the user fingerprint information is stored in the remote controller. If the remote controller recognizes that the received user fingerprint information matches the fingerprint information of the first user stored in advance, it can be determined that the user currently using the smart terminal is the first user.
  • the remote controller determines, according to the collected fingerprint information, the correspondence between the fingerprint information of the first user and the identification information of the first user after the fingerprint information is matched with the fingerprint information of the first user.
  • the first user's identification information is sent to the smart terminal, and the smart terminal records and counts the first user's operating habits, historical viewing programs, and the like according to the first user's identification information. In this way, the mapping relationship between the identification information of the first user and the historical usage record of the first user is stored in the smart terminal.
  • the remote controller determines that the user who uses the smart terminal is the first user according to the collected fingerprint information, and then sends the identification information of the first user to the smart terminal, and the smart terminal is configured according to the first user.
  • the identification information acquires a usage record of the first user during the historical time period, and generates and displays the display content recommended to the first user according to the usage record of the first user in the historical time period.
  • the remote controller can distinguish the fingerprint type corresponding to the fingerprint information by using a fingerprint identification algorithm.
  • the remote controller determines the fingerprint type corresponding to the fingerprint information of the first user according to the fingerprint feature of the first user; and determines the operation level information of the first user according to the correspondence between the pre-stored fingerprint type and the user operation level.
  • the fingerprint type can be distinguished according to the age, and the fingerprint recognition algorithm base Based on a large number of fingerprint data of different age groups, a model is built to simulate which fingerprint features in the fingerprint information belong to the adult fingerprint, and which fingerprint information in the fingerprint information is the child fingerprint.
  • the remote controller can also distinguish the fingerprint type of the fingerprint information by combining the user's operating habits and viewing records of the smart terminal, because users of different age groups have different preferences for the television program.
  • the remote controller can also distinguish different fingerprint types according to the user age information set by the user after the fingerprint is first entered in the smart terminal. For example, the parent user of the home user sets the age information by using the fingerprint for the first time, and the child user can The fingerprint input of the child and the age information entry of the child are completed under the assistance of the parent user.
  • the first instruction sent by the remote controller to the smart terminal may further include operation level information of the first user.
  • the remote controller further sends a second instruction to the smart terminal, where the second instruction is generated according to the shortcut operation of the first user, and is used to instruct the smart terminal to acquire and display the shortcut key operation with the first user according to the second instruction. Matching display content.
  • the smart terminal stores a correspondence between the identification information of the first user and the usage record of the first user in the historical time period.
  • the smart terminal can obtain the usage record of the first user in the historical time period according to the identification information of the first user, and can generate and display the display content recommended to the first user according to the usage record of the first user in the historical time period. .
  • the smart terminal recommends display content to the first user, including but not limited to desktop content, video, TV shopping products, APP, news, and the like.
  • the usage record of the first user in the historical time period includes historical operation habits of the first user, such as usage habits of interface elements such as brightness and volume, and also includes historical viewing records of the first user, such as a photo library, a video library, and a login. APP, browsing news and other records.
  • the first instruction received by the smart terminal may further include operation level information of the first user based on the fingerprint type differentiated by the remote controller; and the intelligence according to the first user identification information and the operation level information
  • the terminal adds a restriction on a part of the programs in the program list recommended to the first user according to a preset use restriction condition of the user whose user operation level is lower than the set value. condition.
  • the above steps implement the use of fingerprint information to distinguish the user operation levels of different users.
  • the fingerprint of the parent in the family member has a higher operation level than the fingerprint of the ward.
  • Parents can customize the TV programs for children's healthy growth after entering the children's fingerprint information, and can also set restrictions on children's use of smart terminals, such as program viewing time, display brightness and so on. Even parents can view the children's TV show viewing history.
  • the smart terminal receives the second instruction sent by the remote controller, and the second instruction is generated according to the shortcut operation of the first user; the smart terminal acquires and displays the display that matches the shortcut operation of the first user according to the second instruction.
  • the content wherein the smart terminal stores display content corresponding to each shortcut key operation preset by the first user.
  • the first user-defined custom shortcut key is set in advance through the remote controller, such as long pressing the button with the fingerprint for 3 seconds, directly entering the favorite game, and quickly double-clicking the fingerprint with the fingerprint. Press the button to enter your favorite TV show and more. Or press the button with the fingerprint and any number button at the same time, log in the preset account information, enter the personal video library, the photo library stored by the first user in advance on the smart terminal, or log in the preset account information by the first user. Enter the first user-specific APP to display private custom display content.
  • a user can correspond to multiple account information.
  • the user fingerprint information is collected by the remote controller, and the fingerprint information is identified, and the specific user matching the fingerprint information is accurately determined, and then the remote controller sends an instruction including the identification information of the specific user to the smart TV.
  • the smart TV Instructing the smart TV to recommend, for the specific user, a television program that matches the user according to the usage record of the specific user during the historical time period, such as a desktop matching the operation habit of the user, or a television matching the viewing habit of the user program.
  • the recommendation method provided by the embodiment of the present invention implements identification of different users, and performs program recommendation matching each user based on the recorded usage records of each user, thereby improving the accuracy of the recommendation of the smart television program.
  • the embodiment of the present invention further provides an intelligent terminal, a remote controller, and a recommendation system.
  • the specific content of the smart terminal, the remote controller, and the system may be implemented by referring to the foregoing method, and details are not described herein.
  • an intelligent terminal applied to Embodiment 1 according to an embodiment of the present invention includes:
  • the transceiver module 401 is configured to receive a first instruction sent by the remote controller, where the first instruction includes fingerprint information collected by the remote controller;
  • the fingerprint identification module 402 is configured to identify fingerprint information received by the transceiver module.
  • the processing module 403 is configured to: when the fingerprint identification module recognizes that the fingerprint information matches the fingerprint information of the first user stored in advance, generate and display the recommended recommendation to the first user according to the usage record of the first user in the historical time period Contents; wherein the usage record of the first user in the historical time period is the usage information of the first user recorded after the first user is identified by the fingerprint information in the historical time period.
  • the usage record includes historical operation habits of the first user
  • the processing module 403 is configured to:
  • the usage record includes a historical viewing record of the first user
  • the processing module 403 is configured to:
  • processing module 403 is specifically configured to:
  • the fingerprint identification module 402 After the fingerprint identification module 402 recognizes that the fingerprint information matches the fingerprint information of the first user stored in advance, determining a fingerprint type corresponding to the fingerprint information of the first user;
  • a restriction condition is added to a part of the programs in the program list according to a preset use restriction condition of the user whose user operation level is lower than the set value.
  • the transceiver module 401 is further configured to: after displaying the display content recommended to the first user, receive a second instruction sent by the remote controller, where the second instruction is generated according to the shortcut operation of the first user;
  • the processing module 403 is further configured to: obtain, according to the second instruction received by the transceiver module 401, the display content that matches the shortcut key operation of the first user, where the smart terminal stores each shortcut key operation preset by the first user. The corresponding display content.
  • a related function module can be implemented by a hardware processor.
  • the user fingerprint information is collected by the remote controller, and the smart terminal receives the fingerprint information collected by the remote controller, and the smart terminal identifies the specific user that matches the fingerprint information by identifying the fingerprint information, and then According to the usage record of the specific user in the historical time period, a television program matching the user is recommended for the specific user, such as a desktop matching the operation habit of the user, or a television program matching the viewing habit of the user.
  • the recommendation method provided by the embodiment of the present invention implements identification of different users, and performs program recommendation matching each user based on the recorded usage records of each user, thereby improving the accuracy of the recommendation of the smart television program.
  • an embodiment of the present invention provides a remote controller according to Embodiment 1, which includes:
  • the fingerprint collection module 501 is configured to collect fingerprint information of the user.
  • the transceiver module 502 is configured to send a first instruction to the smart terminal, where the first instruction includes a remote control The fingerprint information collected.
  • the first instruction is sent to the smart terminal after the remote controller collects the fingerprint information of the user; or, after receiving the fingerprint identification instruction sent by the smart terminal, the first command remote controller starts the fingerprint recognition function, and collects the user's fingerprint function. After the fingerprint information is sent to the smart terminal.
  • the transceiver module 502 is further configured to: after sending the first instruction to the smart terminal, send a second instruction to the smart terminal according to the shortcut key operation of the first user, where the second instruction includes the shortcut key operation information of the first user
  • the second instruction is used to instruct the smart terminal to acquire and display the display content that matches the shortcut operation of the first user.
  • the shortcut key operation information of the first user is an identification code of the shortcut operation of the first user.
  • an embodiment of the present invention provides a recommendation system applied to Embodiment 1, including:
  • the remote controller 601 is configured to collect fingerprint information of the user, and send a first instruction to the smart terminal 602, where the first instruction includes fingerprint information collected by the remote controller 601;
  • the smart terminal 602 is configured to receive the first instruction sent by the remote controller 601, and identify the fingerprint information, and when the fingerprint information is matched with the fingerprint information of the first user stored in advance, according to the first user in the historical time period Using the record, generating and displaying the display content recommended to the first user; wherein the usage record of the first user in the historical time period is the use of the first user recorded after the first user is identified by the fingerprint information in the historical time period information.
  • a related function module can be implemented by a hardware processor.
  • the user fingerprint information is collected by the remote controller, and the smart terminal receives the fingerprint information collected by the remote controller.
  • the smart terminal identifies the specific user that matches the fingerprint information by identifying the fingerprint information, and then according to the specific user in history.
  • a usage record within the time period for which the particular user is recommended for a television program that matches the user such as a desktop that matches the user's operating habits, or a television program that matches the user's viewing habits.
  • the recommendation method provided by the embodiment of the present invention implements identification of different users, and performs program recommendation matching each user based on the recorded usage records of each user, thereby improving the accuracy of the recommendation of the smart television program.
  • the embodiment of the present invention further provides an intelligent terminal applied to the embodiment 2, as shown in FIG. 7, comprising:
  • the transceiver module 701 is configured to receive a first command sent by the remote controller, where the first command includes the identifier information of the first user.
  • the first command is that the remote controller identifies the fingerprint information and pre-stored after collecting the fingerprint information of the user. Sent when the fingerprint information of the first user matches;
  • the obtaining module 702 is configured to obtain, according to the identification information of the first user, the usage record of the first user in the historical time period; the usage record of the first user in the historical time period is to determine the identifier of the first user in the historical time period. After the information, the first user's usage information is recorded;
  • the processing module 703 is configured to generate and display the display content recommended to the first user according to the usage record of the first user in the historical time period.
  • the usage record includes historical operation habits of the first user
  • the processing module 703 is specifically configured to:
  • the usage record includes a historical viewing record of the first user
  • the processing module 703 is specifically configured to:
  • the first instruction received by the transceiver module 701 may further include operation level information of the first user
  • the processing module 703 is further configured to: according to the identification information of the first user and the operation level information, the intelligence When determining that the operation level of the first user is lower than the set value, the terminal adds a restriction on a part of the programs in the program list recommended to the first user according to a preset use restriction condition of the user whose user operation level is lower than the set value. condition.
  • the transceiver module 701 is further configured to receive a second instruction sent by the remote controller, where the second instruction is generated according to the shortcut operation of the first user; and the smart terminal acquires and displays the shortcut with the first user according to the second instruction.
  • the key operation matches the displayed content, wherein the smart terminal stores the display content corresponding to each of the shortcut key operation information preset by the first user.
  • a related function module can be implemented by a hardware processor.
  • the user fingerprint information is collected by the remote controller, and the fingerprint information is identified, and the specific user matching the fingerprint information is accurately determined, and then the remote controller sends an instruction including the identification information of the specific user to the smart TV.
  • the smart TV Instructing the smart TV to recommend, for the specific user, a television program that matches the user according to the usage record of the specific user during the historical time period, such as a desktop matching the operation habit of the user, or a television matching the viewing habit of the user program.
  • the recommendation method provided by the embodiment of the present invention implements identification of different users, and performs program recommendation matching each user based on the recorded usage records of each user, thereby improving the accuracy of the recommendation of the smart television program.
  • the embodiment of the present invention further provides a remote controller applied to the embodiment 3, as shown in FIG.
  • the fingerprint identification module 801 is configured to collect and identify fingerprint information of the user
  • the processing module 802 is configured to: when the fingerprint information is matched with the fingerprint information of the first user that is stored in advance, the first instruction is sent to the smart terminal by the transceiver module 803, where the first instruction includes the identifier information of the first user;
  • the transceiver module 803 is configured to send a first instruction to the smart terminal, where the first instruction is used to instruct the smart terminal to acquire the usage record of the first user in the historical time period according to the identification information of the first user;
  • the usage record in the historical time period generates and displays the display content recommended to the first user; wherein the usage record of the first user in the historical time period is within the historical time period After the identification information of the first user is determined, the usage information of the first user is recorded.
  • the first instruction may further include operation level information of the first user
  • the processing module 802 is further configured to: determine, according to the fingerprint information of the first user, a fingerprint type corresponding to the fingerprint information of the first user;
  • the operation level of the first user is determined according to the correspondence between the pre-stored fingerprint type and the user operation level.
  • the transceiver module 803 sends a second instruction to the smart terminal.
  • the second instruction is generated according to the shortcut operation of the first user, and is used to instruct the smart terminal to acquire and display the shortcut key operation with the first user according to the second instruction. Matching display content.
  • a related function module can be implemented by a hardware processor.
  • the user fingerprint information is collected by the remote controller, and the fingerprint information is identified, and the specific user matching the fingerprint information is accurately determined, and then the remote controller sends an instruction including the identification information of the specific user to the smart TV.
  • the smart TV Instructing the smart TV to recommend, for the specific user, a television program that matches the user according to the usage record of the specific user during the historical time period, such as a desktop matching the operation habit of the user, or a television matching the viewing habit of the user program.
  • the recommendation method provided by the embodiment of the present invention implements identification of different users, and performs program recommendation matching each user based on the recorded usage records of each user, thereby improving the accuracy of the recommendation of the smart television program.
  • an embodiment of the present invention provides a recommendation system applied to Embodiment 2 and Embodiment 3, including:
  • the remote controller 901 is configured to collect and identify fingerprint information of the user; when the fingerprint identification module recognizes that the fingerprint information matches the fingerprint information of the first user stored in advance, the first instruction is sent to the smart terminal 902, where the first instruction includes Identification information of a user;
  • the smart terminal 902 is configured to receive the first instruction sent by the remote controller 901, obtain the usage record of the first user in the historical time period according to the identification information of the first user, and generate the usage record according to the usage record of the first user in the historical time period. And displaying the display content recommended to the first user; wherein, the first user The usage record in the historical time period is the usage information of the first user recorded after determining the identification information of the first user within the historical time period.
  • the user fingerprint information is collected by the remote controller, and the fingerprint information is identified, and the specific user matching the fingerprint information is accurately determined, and then the remote controller sends an instruction including the identification information of the specific user to the smart TV.
  • the smart TV Instructing the smart TV to recommend, for the specific user, a television program that matches the user according to the usage record of the specific user during the historical time period, such as a desktop matching the operation habit of the user, or a television matching the viewing habit of the user program.
  • the recommendation method provided by the embodiment of the present invention implements identification of different users, and performs program recommendation matching each user based on the recorded usage records of each user, thereby improving the accuracy of the recommendation of the smart television program.
  • the device embodiments described above are merely illustrative, wherein the modules described as separate components may or may not be physically separate, and the components displayed as modules may or may not be physical modules, ie may be located A place, or it can be distributed to multiple network modules. Some or all of the modules may be selected according to actual needs to achieve the purpose of the solution of the embodiment. Those of ordinary skill in the art can understand and implement without deliberate labor.
  • an embodiment of the present invention provides an intelligent terminal, as shown in FIG. 10, including: a transceiver 1001, a processor 1002, and a memory 1003; further includes an input device 1005 and an output device 1006;
  • the transceiver 1001 is configured to receive a first instruction sent by a remote controller, where the first instruction includes fingerprint information collected by the remote controller;
  • the processor 1002 is configured to identify the fingerprint information received by the transceiver, and when the fingerprint information is matched with the fingerprint information of the first user stored in advance, according to the first user in a historical time a usage record within the segment, generated and displayed within the display recommended to the first user
  • the usage record of the first user in the historical time period is the usage information of the first user recorded after the first user is identified by the fingerprint information in the historical time period.
  • the memory 1003 is configured to store one or more executable programs, and is used to configure the processor 502.
  • the bus architecture may include any number of interconnected buses and bridges, specifically linked by one or more processors represented by processor 1002 and various circuits of memory represented by memory 1003.
  • the bus architecture can also link various other circuits such as peripherals, voltage regulators, and power management circuits, which are well known in the art and, therefore, will not be further described herein.
  • the transceiver 1001 can be a plurality of components, including a transmitter and a receiver, providing means for communicating with various other devices on a transmission medium.
  • the processor 1002 is responsible for managing the bus architecture and general processing, and the memory 1003 can store data used by the processor 1002 in performing operations.
  • Bus interface 1004 provides an interface.
  • the embodiment of the present invention further provides a smart terminal applied to the embodiment 2, as shown in FIG.
  • the transceiver 1001 is configured to receive a first instruction sent by the remote controller, where the first instruction includes identification information of the first user, where the first instruction is that the remote controller recognizes the fingerprint information of the user after collecting the fingerprint information of the user.
  • the fingerprint information is sent when it matches the fingerprint information of the first user stored in advance;
  • the processor 1002 is configured to acquire, according to the identification information of the first user, a usage record of the first user in a historical time period; the usage record of the first user in the historical time period is within the historical time period. After determining the identification information of the first user, generating and displaying the display content recommended to the first user according to the usage record of the first user in the historical time period;
  • the smart terminal of the embodiment of the present application exists in various forms, including but not limited to:
  • Mobile communication devices These devices are characterized by mobile communication functions and are mainly aimed at providing voice and data communication.
  • Such terminals include: smart phones (such as iPhone), multimedia phones, functional phones, and low-end phones.
  • Ultra-mobile personal computer equipment This type of equipment belongs to the category of personal computers, has computing and processing functions, and generally has mobile Internet access.
  • Such terminals include: PDAs, MIDs, and UMPC devices, such as the iPad.
  • Portable entertainment devices These devices can display and play multimedia content. Such devices include: audio, video players (such as iPod), handheld game consoles, e-books, and smart toys and portable car navigation devices.
  • the server consists of a processor, a hard disk, a memory, a system bus, etc.
  • the server is similar to a general-purpose computer architecture, but because of the need to provide highly reliable services, processing power and stability High reliability in terms of reliability, security, scalability, and manageability.
  • FIG. 11 is a schematic structural diagram of a hardware of a remote controller for performing a recommendation method according to an embodiment of the present application. As shown in FIG. 11, the method includes:
  • One or more processors 1102 and a memory 1103, one processor 1102 is taken as an example in FIG.
  • the processor 1102, the memory 1103, the input device 1105, and the output device 1106 may be connected by a bus or other means, and the connection by a bus is taken as an example in FIG.
  • the memory 1103 is a non-volatile computer readable storage medium, and can be used for storing non-volatile software programs, non-volatile computer-executable programs, and modules, as recommended in the embodiments of the present application.
  • the fingerprint collection module 501, the transceiver module 502, and the like shown in FIG. 5 The processor 1102 performs various functional applications and data processing of the server by running non-volatile software programs, instructions, and modules stored in the memory 1103, that is, implementing the interface display method of the smart terminal of the foregoing method embodiment.
  • the memory 1103 may include a storage program area and an storage data area, wherein the storage program area may store an operating system, an application required for at least one function; the storage data area may store data created according to use of the remote controller, and the like. Furthermore, the memory 1103 may include a high speed random access memory, and may also include a nonvolatile memory such as at least one magnetic disk storage device, a flash memory device, Or other non-volatile solid-state storage devices. In some embodiments, memory 1103 can optionally include memory remotely located relative to processor 1102, which can be connected to the remote via a network. Examples of such networks include, but are not limited to, the Internet, intranets, local area networks, mobile communication networks, and combinations thereof.
  • the input device 1105 can receive input numeric or character information and generate key signal inputs related to user settings and function control of the remote controller.
  • the output device 1106 can include a display device such as a display screen.
  • the one or more modules are stored in the memory 1103, and when executed by the one or more processors 1102, perform the recommendation method in any of the above method embodiments.
  • an embodiment of the present invention further provides a remote controller applied to Embodiment 2, including:
  • the transceiver 1101 is configured to collect fingerprint information of the user, and send a first instruction to the smart terminal, where the first instruction includes the collected fingerprint information.
  • an embodiment of the present invention further provides a remote controller, a transceiver 1101, and at least one processor 1102, which are applied to Embodiment 3;
  • the memory 1103 stores instructions executable by the one processor, the instructions being executed by the at least one processor to enable the at least one processor to:
  • the instruction transceiver sends a first instruction to the smart terminal, where the first instruction includes the identifier of the first user. information;
  • the transceiver 1101 is configured to collect and identify the fingerprint information of the user, and send the first instruction to the smart terminal, where the first instruction is used to indicate that the smart terminal is based on the identification information of the first user.
  • the above products can perform the methods provided by the embodiments of the present application, and have the corresponding functional modules and beneficial effects of the execution method.
  • the present application provides a non-transitory computer storage medium storing computer-executable instructions for causing the computer to perform the above Any recommended method.
  • the present application provides a computer program product comprising a computing program stored on a non-transitory computer readable storage medium, the computer program comprising the computer executable instructions
  • the computer executable instructions When executed by a computer, the computer is caused to perform any of the above recommended methods.

Landscapes

  • Engineering & Computer Science (AREA)
  • Multimedia (AREA)
  • Signal Processing (AREA)
  • Databases & Information Systems (AREA)
  • Health & Medical Sciences (AREA)
  • Biomedical Technology (AREA)
  • General Health & Medical Sciences (AREA)
  • Human Computer Interaction (AREA)
  • Theoretical Computer Science (AREA)
  • Selective Calling Equipment (AREA)
  • User Interface Of Digital Computer (AREA)
  • Two-Way Televisions, Distribution Of Moving Picture Or The Like (AREA)

Abstract

一种智能终端、遥控器、推荐方法及系统，涉及视频技术领域，所述推荐方法包括：接收遥控器发送的第一指令，第一指令中包括遥控器采集到的指纹信息；对指纹信息进行识别；在识别出指纹信息与预先存储的第一用户的指纹信息匹配时，根据第一用户在历史时间段内的使用记录，生成并显示向第一用户推荐的显示内容；第一用户在历史时间段内的使用记录是在历史时间段内通过指纹信息识别出第一用户后记录的第一用户的使用信息。由遥控器进行用户指纹信息的采集，由智能终端对指纹信息进行识别，确定与指纹信息匹配的具体用户，基于具体用户的历史使用记录，为其推荐节目，实现了对不同用户的识别和个性化节目推荐，提高了智能终端的推荐准确率。

Description

一种智能终端、遥控器、推荐方法及系统
本申请要求在2016年4月28日提交中华人民共和国知识产权局、申请号为201610280342.2、发明名称为“一种智能终端、遥控器、推荐方法及系统”的中国专利申请的优先权，其全部内容通过引用结合在本申请中。
技术领域
本申请涉及视频技术领域，尤其涉及一种智能终端、遥控器、推荐方法及系统。
背景技术
近年来，由于广播电视的多信息化，电视节目的数量越来越多，随着电视节目的多样化，人们对电视观看的要求也在不断增加，智能电视的出现，让信息产业进入智能时代。
传统的电视节目推荐方式通常采取被动的推荐方式，例如，从远程服务器获取当前网络热播的电视节目中广播的EPG(Electronic Program Guide，电子节目菜单)数据文本，根据各电视节目的类型，生成推荐节目的介绍信息，用户可以根据不同的电视节目类型，对推荐节目进行差异性选择。但是，这种传统的推荐方式非常被动，智能电视在进行节目推荐时，不能根据当前观看电视节目的用户的个人喜好进行推荐，致使用户要经过复杂的选择才能找到自己喜欢的节目，给观看用户带来极大的不便。
随着电视节目推荐技术的快速发展，基于大数据或者用户个人习惯进行电视节目的智能推荐已经非常普遍。但是在实现本申请过程中，发明人发现现有技术中至少存在如下问题：在电视节目的推荐场景中，对于一个家庭共同一个电视的场景，电视节目的智能推荐往往不能准确的匹配到目前正在使用电视的单个用户。因此，目前的智能电视的节目推荐存在准确性不够高的问题。
发明内容
本发明实施例提供一种智能终端、遥控器、推荐方法及系统，用以解决现有技术中存在的智能电视的节目推荐准确性不够高的问题。
本发明实施例提供第一种推荐方法，包括：
接收遥控器发送的第一指令，所述第一指令中包括所述遥控器采集到的指纹信息；
对所述指纹信息进行识别；
在识别出所述指纹信息与预先存储的第一用户的指纹信息匹配时，根据所述第一用户在历史时间段内的使用记录，生成并显示向所述第一用户推荐的显示内容；
其中，所述第一用户在历史时间段内的使用记录是在所述历史时间段内通过指纹信息识别出所述第一用户后记录的所述第一用户的使用信息。
本发明实施例中，由遥控器进行用户指纹信息的采集，由智能终端对指纹信息进行识别，确定与指纹信息匹配的具体用户，基于具体用户的历史使用记录，为其推荐节目，如与该用户的操作习惯匹配的桌面，或者与该用户的观看习惯匹配的电视节目，实现了对不同用户的识别和不同用户的个性化节目推荐，进行提高了智能终端的推荐准确率。
本发明实施例提供第一种推荐方法，包括：
采集用户的指纹信息；
向智能终端发送第一指令，所述第一指令中包括所述遥控器采集到的指纹信息。
本发明实施例中，由遥控器进行用户指纹信息的采集，由智能终端对指纹信息进行识别，确定与指纹信息匹配的具体用户，遥控器侧不需要进行用户指纹信息的存储、指纹信息与用户的匹配，避免了大量的运算工作，这样遥控器可以选用较低性能的的处理器(CPU)，进而降低遥控器的制作成本。
本发明实施例提供第二种推荐方法，包括：
接收所述遥控器的第一指令，所述第一指令中包括第一用户的标识信息；所述第一指令是所述遥控器在采集到用户的指纹信息后，识别出所述指纹信息与预先存储的第一用户的指纹信息匹配时发送的；
根据第一用户的标识信息，获取所述第一用户在历史时间段内的使用记录；所述第一用户在历史时间段内的使用记录是在所述历史时间段内确定所述第一用户的标识信息之后，记录的所述第一用户的使用信息；
根据所述第一用户在历史时间段内的使用记录生成并显示向所述第一用户推荐的显示内容。
本发明实施例中，由遥控器采集用户指纹信息，并对指纹信息进行识别，准确的确定出与该指纹信息匹配的具体用户，然后遥控器向智能电视发送包含具体用户的标识信息的指令，指示智能电视根据该具体用户在历史时间段内的使用记录，为该具体用户推荐与该用户匹配的电视节目，如与该用户的操作习惯匹配的桌面，或者与该用户的观看习惯匹配的电视节目。本发明实施例提供的推荐方法实现了对不同用户的识别，基于记录的各个用户的使用记录，进行与各个用户匹配的节目推荐，进行提高了智能电视节目推荐的准确率。
本发明实施例提供第二种推荐方法，包括：
采集并识别用户的指纹信息；
在识别出所述指纹信息与预先存储的第一用户的指纹信息匹配时，向智能终端发送第一指令，所述第一指令中包括所述第一用户的标识信息；
其中，所述第一指令用于指示所述智能终端根据第一用户的标识信息，获取所述第一用户在历史时间段内的使用记录；根据所述第一用户在历史时间段内的使用记录生成并显示向所述第一用户推荐的显示内容；其中，所述第一用户在历史时间段内的使用记录是在所述历史时间段内确定所述第一用户的标识信息之后，记录的所述第一用户的使用信息。
本发明实施例中，由遥控器采集用户指纹信息，并对指纹信息进行识别，准确的确定出与该指纹信息匹配的具体用户，然后遥控器向智能电视发送包 含具体用户的标识信息的指令，指示智能电视根据该具体用户在历史时间段内的使用记录，为该具体用户推荐与该用户匹配的电视节目，如与该用户的操作习惯匹配的桌面，或者与该用户的观看习惯匹配的电视节目。本发明实施例提供的推荐方法实现了对不同用户的识别，基于记录的各个用户的使用记录，进行与各个用户匹配的节目推荐，进行提高了智能电视节目推荐的准确率。
针对本发明实施例提供的第一种推荐方法，本发明实施例提供一种智能终端，包括：
收发模块，用于接收遥控器发送的第一指令，所述第一指令中包括所述遥控器采集到的指纹信息；
指纹识别模块，用于对所述收发模块接收的所述指纹信息进行识别；
处理模块，用于在所述指纹识别模块识别出所述指纹信息与预先存储的第一用户的指纹信息匹配时，根据所述第一用户在历史时间段内的使用记录，生成并显示向所述第一用户推荐的显示内容；其中，所述第一用户在历史时间段内的使用记录是在所述历史时间段内通过指纹信息识别出所述第一用户后记录的所述第一用户的使用信息。
针对本发明实施例提供的第一种推荐方法，本发明实施例提供一种智能终端，包括：收发器、至少一个处理器；以及，
与所述至少一个处理器通信连接的存储器；其中，
所述存储器存储有可被所述一个处理器执行的指令，所述指令被被所述至少一个处理器执行，以使所述至少一个处理器能够：
对所述收发器接收的所述指纹信息进行识别；并在识别出所述指纹信息与预先存储的第一用户的指纹信息匹配时，根据所述第一用户在历史时间段内的使用记录，生成并显示向所述第一用户推荐的显示内容；其中，所述第一用户在历史时间段内的使用记录是在所述历史时间段内通过指纹信息识别出所述第一用户后记录的所述第一用户的使用信息；
收发器，用于接收遥控器发送的第一指令，所述第一指令中包括所述遥 控器采集到的指纹信息。
进一步地，所述使用记录包括所述第一用户的历史操作习惯；所述处理器具体用于：根据所述第一用户的历史操作习惯，确定出所述第一用户喜好的界面元素；根据所述第一用户喜好的界面元素，生成并显示向所述第一用户推荐的显示界面。
进一步地，所述使用记录包括所述第一用户的历史观看记录；
所述处理器具体用于：从所述第一用户的历史观看记录中统计出所述第一用户所观看的不同节目类型，以及每个节目类型的观看频率；根据所述每个节目类型的观看频率，确定各个节目类型的推荐优先级；确定推荐优先级满足设定阈值的候选节目类型，获取与所述候选节目类型相匹配的当前节目信息；根据获取的所述当前节目信息，生成所述节目列表。
进一步地，所述处理器还用于：确定与所述第一用户的指纹信息对应的指纹类型；根据预先存储的指纹类型与用户操作级别的对应关系，确定所述第一用户的操作级别；确定所述第一用户的操作级别低于设定值时，根据预先设置的对用户操作级别低于设定值的用户的使用限制条件，对生成的所述节目列表中的部分节目添加限制条件。
进一步地，所述收发器还用于：接收所述遥控器发送的第二指令，所述第二指令是根据所述第一用户的的快捷键操作生成的；
所述处理器还用于：根据所述第二指令，获取并显示与所述第一用户的快捷键操作匹配的显示内容，其中，所述智能终端存储了所述第一用户预先设置的各个快捷键操作所对应的显示内容。
本发明实施例中，由遥控器进行用户指纹信息的采集，由智能终端接收遥控器采集的指纹信息，智能终端通过对指纹信息进行识别，准确的确定出与该指纹信息匹配的具体用户，然后根据该具体用户在历史时间段内的使用记录，为该具体用户推荐与该用户匹配的电视节目，如与该用户的操作习惯匹配的桌面，或者与该用户的观看习惯匹配的电视节目。本发明实施例提供的推荐方法实现了对不同用户的识别，基于记录的各个用户的使用记录，进 行与各个用户匹配的节目推荐，进行提高了智能电视节目推荐的准确率。
针对本发明实施例提供的第一种推荐方法，本发明实施例提供一种遥控器，包括：
指纹采集模块，用于采集用户的指纹信息；
收发模块，用于向智能终端发送第一指令，第一指令中包括采集到的指纹信息。
针对本发明实施例提供的第一种推荐方法，本发明实施例提供一种遥控器，包括：
收发器，用于采集用户的指纹信息，向智能终端发送第一指令，第一指令中包括采集到的指纹信息。
本发明实施例中，由遥控器进行用户指纹信息的采集，由智能终端对指纹信息进行识别，确定与指纹信息匹配的具体用户，遥控器侧不需要进行用户指纹信息的存储、指纹信息与用户的匹配，避免了大量的运算工作，这样遥控器可以选用较低性能的的处理器(CPU)，进而降低遥控器的制作成本。
针对本发明实施例提供的第一种推荐方法，本发明实施例提供一种推荐系统，包括：
遥控器，用于采集用户的指纹信息，并向所述智能终端发送第一指令，所述第一指令中包括所述遥控器采集到的指纹信息；
所述智能终端，用于接收所述遥控器发送的所述第一指令；对所述指纹信息进行识别，在识别出所述指纹信息与预先存储的第一用户的指纹信息匹配时，根据所述第一用户在历史时间段内的使用记录，生成并显示向所述第一用户推荐的显示内容；其中，所述第一用户在历史时间段内的使用记录是在所述历史时间段内通过指纹信息识别出所述第一用户后记录的所述第一用户的使用信息。
本发明实施例中，由遥控器进行用户指纹信息的采集，由智能终端接收遥控器采集的指纹信息，智能终端通过对指纹信息进行识别，准确的确定出与该指纹信息匹配的具体用户，然后根据该具体用户在历史时间段内的使用 记录，为该具体用户推荐与该用户匹配的电视节目，如与该用户的操作习惯匹配的桌面，或者与该用户的观看习惯匹配的电视节目。本发明实施例提供的推荐方法实现了对不同用户的识别，基于记录的各个用户的使用记录，进行与各个用户匹配的节目推荐，进行提高了智能电视节目推荐的准确率。
针对本发明实施例提供的第二种推荐方法，本发明实施例提供一种智能终端，包括：
收发模块，用于接收遥控器发送的第一指令，所述第一指令中包括第一用户的标识信息；所述第一指令是所述遥控器在采集到用户的指纹信息后，识别出所述指纹信息与预先存储的第一用户的指纹信息匹配时发送的；
获取模块，用于根据第一用户的标识信息，获取所述第一用户在历史时间段内的使用记录；所述第一用户在历史时间段内的使用记录是在所述历史时间段内确定所述第一用户的标识信息之后，记录的所述第一用户的使用信息；
处理模块，用于根据所述第一用户在历史时间段内的使用记录生成并显示向所述第一用户推荐的显示内容。
针对本发明实施例提供的第二种推荐方法，本发明实施例提供一种智能终端，包括：收发器、至少一个处理器；以及，
与所述至少一个处理器通信连接的存储器；其中，
所述存储器存储有可被所述一个处理器执行的指令，所述指令被被所述至少一个处理器执行，以使所述至少一个处理器能够：
根据第一用户的标识信息，获取所述第一用户在历史时间段内的使用记录；所述第一用户在历史时间段内的使用记录是在所述历史时间段内确定所述第一用户的标识信息之后；根据所述第一用户在历史时间段内的使用记录生成并显示向所述第一用户推荐的显示内容；
收发器，用于接收遥控器发送的第一指令，所述第一指令中包括第一用户的标识信息；所述第一指令是所述遥控器在采集到用户的指纹信息后，识别出所述指纹信息与预先存储的第一用户的指纹信息匹配时发送的。
进一步地，所述使用记录包括所述第一用户的历史操作习惯；
所述处理器具体用于：根据所述第一用户的历史操作习惯，确定出所述第一用户喜好的界面元素；根据所述第一用户喜好的界面元素，生成并显示向所述第一用户推荐的显示界面。
进一步地，所述使用记录包括所述第一用户的历史观看记录；
所述处理器具体用于：从所述第一用户的历史观看记录中统计出所述第一用户所观看的不同节目类型，以及每个节目类型的观看频率；根据所述每个节目类型的观看频率，确定各个节目类型的推荐优先级；确定推荐优先级满足设定阈值的候选节目类型，获取与所述候选节目类型相匹配的当前节目信息；根据获取的所述当前节目信息，生成所述节目列表。
进一步地，所述第一指令中还包括第一用户的操作级别信息；在所述接收遥控器的第一指令之后，所述处理器还用于：
根据所述第一用户的标识信息和所述第一用户的操作级别信息，确定所述第一用户的操作级别低于设定值时，根据预先设置的对用户操作级别低于设定值的用户的使用限制条件，对所述节目列表中的部分节目添加限制条件。
进一步地，所述收发器还用于：
接收所述遥控器发送的第二指令，所述第二指令是根据所述第一用户的快捷键操作生成的；
所述处理器还用于：根据所述第二指令，获取并显示与所述第一用户的快捷键操作匹配的显示内容，其中，所述智能终端存储了所述第一用户预先设置的各个快捷键操作信息所对应的显示内容。
本发明实施例中，由遥控器采集用户指纹信息，并对指纹信息进行识别，准确的确定出与该指纹信息匹配的具体用户，然后遥控器向智能电视发送包含具体用户的标识信息的指令，指示智能电视根据该具体用户在历史时间段内的使用记录，为该具体用户推荐与该用户匹配的电视节目，如与该用户的操作习惯匹配的桌面，或者与该用户的观看习惯匹配的电视节目。本发明实施例提供的推荐方法实现了对不同用户的识别，基于记录的各个用户的使用 记录，进行与各个用户匹配的节目推荐，进行提高了智能电视节目推荐的准确率。
针对本发明实施例提供的第二种推荐方法，本发明实施例提供一种遥控器，包括：
指纹识别模块，用于采集并识别用户的指纹信息；
处理模块，用于在识别出所述指纹信息与预先存储的第一用户的指纹信息匹配时，指示收发模块向智能终端发送第一指令，所述第一指令中包括所述第一用户的标识信息；
所述收发模块，用于向所述智能终端发送所述第一指令；其中，所述第一指令用于指示所述智能终端根据第一用户的标识信息，获取所述第一用户在历史时间段内的使用记录；根据所述第一用户在历史时间段内的使用记录生成并显示向所述第一用户推荐的显示内容；其中，所述第一用户在历史时间段内的使用记录是在所述历史时间段内确定所述第一用户的标识信息之后，记录的所述第一用户的使用信息。
进一步地，所述收发器还用于：根据第一用户的快捷键操作，向所述智能终端发送第二指令，所述第二指令中包括所述第一用户的快捷键操作信息，所述第二指令用于指示所述智能终端获取并显示与第一用户的快捷键操作匹配的显示内容。
针对本发明实施例提供的第二种推荐方法，本发明实施例提供一种遥控器，包括：收发器、至少一个处理器；以及，
与所述至少一个处理器通信连接的存储器；其中，
所述存储器存储有可被所述一个处理器执行的指令，所述指令被被所述至少一个处理器执行，以使所述至少一个处理器能够：
在所述指纹识别器识别出所述指纹信息与预先存储的第一用户的指纹信息匹配时，指示收发器向智能终端发送第一指令，所述第一指令中包括所述第一用户的标识信息；
所述收发器，用于采集并识别用户的指纹信息，向所述智能终端发送所 述第一指令；其中，所述第一指令用于指示所述智能终端根据第一用户的标识信息，获取所述第一用户在历史时间段内的使用记录；根据所述第一用户在历史时间段内的使用记录生成并显示向所述第一用户推荐的显示内容；其中，所述第一用户在历史时间段内的使用记录是在所述历史时间段内确定所述第一用户的标识信息之后，记录的所述第一用户的使用信息。
进一步地，第一指令中还可包括第一用户的操作级别信息；所述处理器还用于：根据第一用户的指纹信息，确定与第一用户的指纹信息对应的指纹类型；根据预先存储的指纹类型与用户操作级别的对应关系，确定第一用户的操作级别。
进一步地，所述处理器还用于：向所述智能终端发送第二指令；所述第二指令是所述遥控器根据所述第一用户的快捷键操作生成的，所述第二指令用于指示所述智能终端根据第二指令，获取并显示与所述第一用户的快捷键操作匹配的显示内容。
基于相同的发明构思，本申请提供一种非易失性计算机存储介质，所述非暂态计算机可读存储介质存储有计算机可执行指令，所述计算机可执行指令用于使所述计算机执行上述任一项智能终端的界面显示方法。
基于相同的发明构思，本申请提供一种计算机程序产品，所述计算机程序产品包括存储在非暂态计算机可读存储介质上的计算程序，所述计算机程序包括所述计算机可执行指令，当所述所述计算机可执行指令被计算机执行时，使所述计算机执行上述任一项智能终端的界面显示方法。
本发明实施例中，由遥控器采集用户指纹信息，并对指纹信息进行识别，准确的确定出与该指纹信息匹配的具体用户，然后遥控器向智能电视发送包含具体用户的标识信息的指令，指示智能电视根据该具体用户在历史时间段内的使用记录，为该具体用户推荐与该用户匹配的电视节目，如与该用户的操作习惯匹配的桌面，或者与该用户的观看习惯匹配的电视节目。本发明实施例提供的推荐方法实现了对不同用户的识别，基于记录的各个用户的使用记录，进行与各个用户匹配的节目推荐，进行提高了智能电视节目推荐的准 确率。
针对本发明实施例提供的第二种推荐方法，本发明实施例提供一种推荐系统，包括：
遥控器，用于采集并识别用户的指纹信息；在所述指纹识别模块识别出所述指纹信息与预先存储的第一用户的指纹信息匹配时，向智能终端发送第一指令，所述第一指令中包括所述第一用户的标识信息；
所述智能终端，用于接收所述遥控器发送的所述第一指令；根据所述第一用户的标识信息，获取所述第一用户在历史时间段内的使用记录；根据所述第一用户在历史时间段内的使用记录生成并显示向所述第一用户推荐的显示内容；其中，所述第一用户在历史时间段内的使用记录是在所述历史时间段内确定所述第一用户的标识信息之后，记录的所述第一用户的使用信息。
本发明实施例中，由遥控器采集用户指纹信息，并对指纹信息进行识别，准确的确定出与该指纹信息匹配的具体用户，然后遥控器向智能电视发送包含具体用户的标识信息的指令，指示智能电视根据该具体用户在历史时间段内的使用记录，为该具体用户推荐与该用户匹配的电视节目，如与该用户的操作习惯匹配的桌面，或者与该用户的观看习惯匹配的电视节目。本发明实施例提供的推荐方法实现了对不同用户的识别，基于记录的各个用户的使用记录，进行与各个用户匹配的节目推荐，进行提高了智能电视节目推荐的准确率。
附图说明
为了更清楚地说明本发明实施例或现有技术中的技术方案，下面将对实施例或现有技术描述中所需要使用的附图作一简单地介绍，显而易见地，下面描述中的附图是本发明的一些实施例，对于本领域普通技术人员来讲，在不付出创造性劳动的前提下，还可以根据这些附图获得其他的附图。
图1为本发明实施例提供的第一种推荐方法流程的示意图；
图2为本发明实施例提供的第二种推荐方法的示意图；
图3为本发明实施例提供第二种推荐方法流程的示意图；
图4本发明实施例提供的一种应用于第一种推荐方法的智能终端的结构示意图；
图5为本发明实施例提供的一种应用于第一种推荐方法的遥控器的结构示意图；
图6本发明实施例提供的一种应用于第一种推荐方法的推荐系统的结构示意图；
图7为本发明实施例提供的一种应用于第二种推荐方法的智能终端的结构示意图；
图8本发明实施例提供的一种应用于第二种推荐方法的遥控器的结构示意图；
图9为本发明实施例提供的一种应用于第二种推荐方法的推荐系统的结构示意图；
图10为本发明实施例提供的智能终端的结构示意图；
图11为本发明实施例提供的遥控器的结构示意图。
具体实施方式
为使本发明实施例的目的、技术方案和优点更加清楚，下面将结合本发明实施例中的附图，对本发明实施例中的技术方案进行清楚、完整地描述，显然，所描述的实施例是本发明一部分实施例，而不是全部的实施例。基于本发明中的实施例，本领域普通技术人员在没有作出创造性劳动前提下所获得的所有其他实施例，都属于本发明保护的范围。
为了解决现有技术中存在的智能电视的节目推荐准确性不够高的问题，本发明实施例提供一种智能终端、遥控器、推荐方法及系统，来提高智能电视的节目推荐准确性。
具体的，本发明实施例中，本发明提供两种不同应用场景的推荐方法：
第一种应用场景下，由遥控器上的指纹识别区域进行用户指纹信息的采集，由智能终端或遥控器对采集的指纹信息进行识别，进而准确地确定出与 该指纹信息匹配的具体用户，然后根据该具体用户在历史时间段内的使用记录，或者根据该具体用户首次在智能终端上录入指纹后预先定制的节目信息，为该具体用户推荐与该用户匹配的电视节目，如与该用户的操作习惯匹配的桌面，或者与该用户的观看习惯匹配的电视节目。
第二种应用场景下，由遥控器采集用户指纹信息，并对指纹信息进行识别，准确的确定出与该指纹信息匹配的具体用户，然后遥控器向智能电视发送包含具体用户的标识信息的指令，指示智能电视根据该具体用户在历史时间段内的使用记录，为该具体用户推荐与该用户匹配的电视节目，如与该用户的操作习惯匹配的桌面，或者与该用户的观看习惯匹配的电视节目。
本发明实施例提供的适用于上述两种应用场景下的推荐方法实现了对不同用户的识别，基于记录的各个用户的使用记录，进行与各个用户匹配的节目推荐，进行提高了智能电视节目推荐的准确率。
实施例1
如图1所示的第一种推荐方法的主要流程，这个推荐方法是基于由遥控器采集指纹信息，由智能终端根据指纹信息识别出具体的用户信息的应用场景，具体包括：
步骤101，智能终端接收遥控器发送的第一指令，第一指令中包括遥控器采集到的指纹信息；
步骤102，智能终端对指纹信息进行识别；
步骤103，智能终端在识别出指纹信息与预先存储的第一用户的指纹信息匹配时，根据第一用户在历史时间段内的使用记录，生成并显示向第一用户推荐的显示内容；其中，第一用户在历史时间段内的使用记录是在历史时间段内通过指纹信息识别出第一用户后记录的第一用户的使用信息。
对于上述方法流程，涉及的智能终端可以是智能电视，或者能够通过遥控器获取指纹信息的其他显示设备。
对于上述方法流程的遥控器，进行如下说明：
遥控器为设置有指纹识别区域，指纹识别区域可以是具有指纹识别功能 的按键，也可以是非按键区域，但具有指纹识别功能。具有指纹识别功能的按键可以是遥控器上的任一个集成了指纹识别模块的按键，如开机键，enter键等，也可以是遥控器上增加的一个专门用于进行指纹识别的按键。
一种实施方式中，指纹识别区域可以一直处于上电状态，实时处于采集用户的指纹信息的状态。但如果指纹识别区域一直处于上电状态，会增加遥控器的耗电量。
一种实施方式中，在遥控器接收到智能终端发送的指纹识别指令后，将指纹识别区域置为上电状态，开始进行指纹信息的采集。在不需要进行指纹采集的场景下，智能终端向遥控器发送关闭指纹识别功能的指令，遥控器接收到关闭指纹识别功能的指令之后，将指纹识别区域置为关闭状态，此时，若指纹识别区域为具有指纹识别功能的按键，具有指纹识别功能的按键作为遥控器的普通按键使用。
上述方法流程中的第一指令是指遥控器采集到用户的指纹信息后，向智能终端发送的。第一指令也可以是遥控器接收到智能终端发送的进行指纹识别指令之后，启动指纹识别功能，采集用户的指纹信息，然后向智能终端发送的。
在上述方法流程之前，智能终端会记录各个用户的指纹信息。各个用户在首次使用智能终端时，智能终端会记录各个用户的指纹信息，并根据各个用户的指纹信息对该用户的操作习惯等进行记录与统计。各个用户通过遥控器具有指纹识别功能的按键将各自的指纹信息存储在智能终端中，例如，用户1通过遥控器按键选择智能电视界面上的指纹采集操作界面，用户根据指纹采集操作界面显示的操作提示，在具有指纹识别功能的按键上录入指纹，直至智能终端提示指纹录入成功。再例如，开机键集成了指纹识别模块，当用户首次开机时，智能电视会记录该用户的指纹信息。指纹信息首次录入成功之后，该用户还可进行节目的预先定制操作，如显示亮度、声音等界面元素的设置以及第三方应用程序APP、新闻、音乐、相册、视频等节目的个人定制。当用户再次使用智能终端时，遥控器具有指纹识别功能的按键内的指 纹识别模块会识别出为哪一个用户在使用该智能终端，智能终端确定哪一个用户在使用该智能终端时，根据已经记录的与该指纹信息匹配的用户的定制操作与操作习惯等记录对用户进行智能推荐。
步骤101中，智能终端接收到的用户指纹信息是遥控器具有指纹识别功能的按键内的指纹识别模块采集并识别出的指纹特征代码。遥控器采集到指纹信息之后，也可以对指纹信息进行加密之后再发送给智能终端。
步骤102中，智能终端内设置有指纹识别算法，按照指纹识别算法识别出接收到的指纹信息中的指纹特征，从预先存储的指纹特征与用户指纹信息的映射关系中，查找与该指纹特征匹配的用户指纹信息，即可确定出接收到的用户指纹信息与哪一个用户的指纹信息匹配。每个用户的指纹特征是唯一的，因此，第一用户的指纹特征对应第一用户的指纹信息，第二用户的指纹特征对应第二用户的指纹信息。指纹特征与用户指纹信息的对应关系存储在智能终端内。
步骤103中，若识别出接收的用户指纹信息与预先存储的第一用户的指纹信息匹配，即可确定当前使用智能终端的用户为第一用户，此时，就可以为第一用户进行显示内容的推荐。
步骤103中，第一用户是使用智能终端的多个用户中的一个，比如家庭成员包括爸爸、妈妈、爷爷和儿童共用一个智能电视，根据上述方法流程，当爸爸通过遥控器输入指纹时，智能电视能够识别出输入的指纹信息是爸爸的指纹，此时第一用户指爸爸。当爷爷通过遥控器输入指纹时，智能电视能够识别出输入的指纹信息是爷爷的指纹，此时第一用户指爷爷。因每个人的指纹都是不同的，因此，根据指纹识别确定使用智能电视的具体用户，再对具体用户进行节目推荐，可使智能电视进行节目推荐的准确率得以提高。
步骤103中，智能电视向第一用户推荐的显示内容包括很多种，比如桌面内容的推荐，视频的推荐，电视购物商品的推荐，APP的推荐，新闻的推荐等。第一用户在历史时间段内的使用记录包括第一用户的历史操作习惯，如亮度，音量等界面元素的使用习惯，还包括第一用户的历史观看记录，例 如照片库、视频库，登录的APP，浏览的新闻等记录。
下面介绍智能电视对第一用户进行显示界面的推荐过程：当第一用户在历史时间段内(如一个月内)的使用记录包括第一用户的历史操作习惯时，智能电视根据第一用户的历史操作习惯，确定出第一用户喜好的界面元素，根据第一用户喜好的界面元素，生成并显示向第一用户推荐的显示界面。
下面介绍智能电视对第一用户进行电视节目的推荐过程：当第一用户在历史时间段内(如一个月内)的使用记录包括第一用户的电视节目的历史观看记录时，智能电视从第一用户的历史观看记录中统计出第一用户所观看的不同节目类型，以及每个节目类型的观看频率，根据每个节目类型的观看频率，确定各个节目类型的推荐优先级；然后确定推荐优先级满足设定阈值的候选节目类型，获取与候选节目类型相匹配的当前节目信息，根据获取的当前节目信息，生成向第一用户推荐的节目列表。
当然本发明实施例进行节目推荐的方法并不局限于上述示例，例如，智能电视从第一用户的历史观看记录中统计出第一用户所观看的不同节目类型后，还需统计每个节目类型中各个节目的观看时长比，观看时长比是观看时长占节目总时长的比例，(如节目1总时长为1小时，第一用户观看了12分钟，节目1的观看时长比就是20％，但是如果一个节目2的总时长为15分钟，第一用户也观看了12分钟，节目2的观看时长比就是80％，虽然这两个节目的观看时长一样，但是一般来讲第一用户会更关注节目2)，根据各个节目类型中所有观看节目的观看时长比的整体分布，确定各个节目类型的推荐优先级，一般来说，观看时长比分布较多的推荐优先级越高；然后确定推荐优先级满足设定阈值的候选节目类型，获取与候选节目类型相匹配的当前节目信息，根据获取的当前节目信息，生成向第一用户推荐的节目列表。根据观看时长比来进行节目的推荐更贴和用户的需求。
其中，假如推荐优先级设为五个等级，设定阈值可以确定为第二个等级，推荐优先级超过第二个等级的节目类型都可以作为候选节目类型。
值得说明的是，智能电视通过远端服务器获取候选节目类型相匹配的实 时节目信息。智能电视的历史观看记录中也包括第一用户预先定制的一些电视节目的观看记录。通过上述方法向第一用户推荐电视节目，可以根据第一用户的喜好变化，实时为第一用户推荐电视节目。比如第一用户在第一季度观看的旅游类节目比较多，智能电视通过上述方法流程可以为第一用户推荐较多的旅游类电视节目。第一用户在第二季度观看的体育节目比较多，智能电视通过上述方法流程可以为第一用户推荐较多的体育类电视节目。与现有的根据定制节目进行节目推荐的方法比较，上述推荐方法更加灵活，能够动态适应用户的喜好变化。
进一步地，上述步骤103中，在智能终端识别出接收到的指纹信息与预先存储的第一用户的指纹信息匹配之后，还包括以下内容：智能终端确定与第一用户的指纹信息对应的指纹类型；智能终端根据预先存储的指纹类型与用户操作级别的对应关系，确定第一用户的操作级别；智能终端确定第一用户的操作级别低于设定值时，根据预先设置的对用户操作级别低于设定值的用户的使用限制条件，对向第一用户推荐的节目列表中的部分节目添加限制条件。
值得说明的是，一种可实现的方式中，智能终端通过指纹识别算法，可以区分指纹信息对应的指纹类型。指纹类型可以根据年龄段进行区分，指纹识别算法基于大量不同年龄段的指纹数据，建立模型，模拟出哪些指纹信息中的指纹特征属于成人指纹，哪些指纹信息中的指纹特征是儿童指纹。一种可实现的方式中，智能终端还可以结合用户对终端的操作习惯和观看记录，来区分指纹信息的指纹类型，因为不同年龄段的用户对电视节目的喜好不同。一种可实现的方式中，智能终端还可以根据用户在智能终端首次录入指纹后，设置的用户年龄信息区分不同指纹类型，如家庭用户的家长用户在首次利用指纹设置年龄信息，儿童用户可以在家长用户的协助操作下完成儿童的指纹录入和儿童的年龄信息录入等。
上述步骤实现了利用指纹信息区分不同用户的用户操作等级，比如家庭成员中家长的指纹相比于被监护人的指纹具有更高的操作级别。家长可以在 录入儿童的指纹信息后，为儿童定制一些有利于儿童健康成长的电视节目，也可以设置儿童使用智能终端的限制条件，例如节目观看时间，显示屏亮度等。甚至家长可以查看儿童的电视节目观看记录。
进一步地，上述步骤103之后，上述方法还包括：智能终端接收遥控器发送的第二指令，第二指令是遥控器在向智能终端发送第一指令之后，根据第一用户的快捷键操作生成的，第二指令中包括第一用户的快捷键操作信息；智能终端根据第二指令，获取并显示与第一用户的快捷键操作匹配的显示内容，其中，智能终端存储了第一用户预先设置的各个快捷键操作信息所对应的显示内容，第一用户的快捷键操作信息为第一用户的快捷键操作的标识代码。
例如第一用户在首次录入指纹信息之后，预先通过遥控器设定第一用户专属的自定义快捷键，如长按带指纹的按键3秒，直接进入自己最喜欢的游戏，快速双击带指纹的按键，进入自己最喜欢的电视剧等等。或者是同时按带指纹的按键和任一数字按键，登录预设的账户信息，进入第一用户预先在智能终端上存储的个人视频库、照片库，或者第一用户登录预设的账户信息，进入第一用户专属的APP，显示私人定制显示内容。一个用户可以对应多个账户信息。
上述方法流程中，由遥控器进行用户指纹信息的采集，由智能终端进行用户指纹信息的存储、用户指纹信息的识别(即指纹信息与用户的匹配过程)，还具有以下技术效果：
第一，遥控器不需要进行用户指纹信息的存储、指纹信息与用户的匹配，避免了大量的运算工作，这样遥控器可以选用较低性能的的处理器(CPU)，进而降低遥控器的制作成本。
第二，因智能终端可以通过网络与云端服务器进行通讯(如通过无线网获取在线观看的电视节目等)，智能终端内集成的指纹识别算法，可以进行实时的OTA升级(空中下载技术)，实现指纹识别算法的不断优化。
第三，智能终端进行用户指纹信息的存储、用户指纹信息的识别之后，确定使用智能终端的具体用户之后，可以根据具体用户信息，扩展其他的应用场景，例如为该具体用户提供隐私空间，为该用户提供一个用于存储重要素材、提醒事项等内容的空间，该用户录入指纹之后即可查看。
本发明实施例中，由遥控器进行用户指纹信息的采集，由智能终端接收遥控器采集的指纹信息，智能终端通过对指纹信息进行识别，准确的确定出与该指纹信息匹配的具体用户，然后根据该具体用户在历史时间段内的使用记录，为该具体用户推荐与该用户匹配的电视节目，如与该用户的操作习惯匹配的桌面，或者与该用户的观看习惯匹配的电视节目。本发明实施例提供的推荐方法实现了对不同用户的识别，基于记录的各个用户的使用记录，进行与各个用户匹配的节目推荐，进行提高了智能电视节目推荐的准确率。
实施例2
本发明实施例提供第二种推荐方法，这个推荐方法是基于由遥控器采集指纹信息，根据指纹信息识别出具体的用户信息，然后由智能终端基于具体的用户信息，为该具体用户进行节目推荐的应用场景，如图2所示，智能终端侧的推荐方法流程主要包括：
步骤201，智能终端接收遥控器的第一指令，第一指令中包括第一用户的标识信息；第一指令是遥控器在采集到用户的指纹信息后，识别出指纹信息与预先存储的第一用户的指纹信息匹配时发送的；
步骤202，智能终端根据第一用户的标识信息，获取第一用户在历史时间段内的使用记录；第一用户在历史时间段内的使用记录是在历史时间段内确定第一用户的标识信息之后，记录的第一用户的使用信息；
步骤203，智能终端根据第一用户在历史时间段内的使用记录生成并显示向第一用户推荐的显示内容。
该实施例中，第一指令是遥控器采集到用户的指纹信息后，向智能终端发送的；或者，第一指令遥控器接收到智能终端发送的指纹识别指令之后，启动指纹识别功能，采集到用户的指纹信息后，向智能终端发送的。
上述步骤201中，第一用户的标识信息可以是遥控器为第一用户生成的唯一标识号，智能终端内存储了第一用户的标识信息与第一用户在历史时间段内的使用记录的对应关系。因此，智能终端根据第一用户的标识信息，即可获取第一用户在历史时间段内的使用记录，并为第一用户推荐个性化的显示内容。
在这种应用场景下，由遥控器采集指纹信息，根据指纹信息识别出具体的用户信息，由智能终端向确定的第一用户推荐显示内容。智能终端向第一用户推荐显示内容，包括但不限于桌面内容，视频，电视购物商品，APP，新闻等。第一用户在历史时间段内的使用记录包括第一用户的历史操作习惯，如亮度，音量等界面元素的使用习惯，还包括第一用户的历史观看记录，例如照片库、视频库，登录的APP，浏览的新闻等记录。
智能电视对第一用户进行显示界面的推荐以及智能电视对第一用户进行电视节目的推荐的过程参见上述实施例，此处不再累述。
值得说明的是，在这种应用场景下，由遥控器采集指纹信息，根据指纹信息识别出具体的用户信息，由智能终端向确定的第一用户推荐显示内容，避免了遥控器向智能终端发送用户指纹信息，可以防止用户指纹信息在向智能终端发送过程中被截获或破解，具有较高的安全性。
值得说明的是，本发明实施例中的遥控器不仅具有指纹采集和识别功能，还具有根据指纹信息识别出该指纹信息与预先存储的哪一个用户的指纹信息匹配的功能。也就是说遥控器既包括用于进行指纹采集和识别的指纹识别模块，又包括用于确定采集的用户指纹信息与哪一个用户的指纹信息匹配的指纹识别算法。
各个用户在首次使用带有指纹识别功能的遥控器时，先通过遥控器上具有指纹识别功能的按键，或者专门的指纹识别区域进行指纹信息的录入操作，遥控器会记录各个用户的指纹信息与用户标识信息的对应关系。
在第一用户使用智能终端时，遥控器根据采集的指纹信息，确定指纹信息与第一用户的指纹信息匹配后，根据第一用户的指纹信息与第一用户的标 识信息的对应关系，将第一用户的标识信息发送给智能终端，智能终端对根据第一用户的标识信息，对该第一用户的操作习惯、历史观看节目等进行记录与统计。这样智能终端内就存储了第一用户的标识信息与第一用户的历史使用记录的映射关系。当第一用户再次使用智能终端时，遥控器会根据采集的指纹信息确定出使用智能终端的用户为第一用户，然后将第一用户的标识信息发送给智能终端，智能终端根据第一用户的标识信息，获取第一用户在历史时间段内的使用记录，根据第一用户在历史时间段内的使用记录生成并显示向第一用户推荐的显示内容。
进一步地，上述方法流程中，智能终端接收到的第一指令中还可包括第一用户的操作级别信息。智能终端根据第一用户的标识信息和操作级别信息，智能终端确定第一用户的操作级别低于设定值时，根据预先设置的对用户操作级别低于设定值的用户的使用限制条件，对向第一用户推荐的节目列表中的部分节目添加限制条件。上述步骤实现了利用指纹信息区分不同用户的用户操作等级，比如家庭成员中家长的指纹相比于被监护人的指纹具有更高的操作级别。家长可以在录入儿童的指纹信息后，为儿童定制一些有利于儿童健康成长的电视节目，也可以设置儿童使用智能终端的限制条件，例如节目观看时间，显示屏亮度等。甚至家长可以查看儿童的电视节目观看记录。
具体实现中，一种可实现的方式中，由遥控器通过指纹识别算法，可以区分指纹信息对应的指纹类型。指纹类型可以根据年龄端进行区分，指纹识别算法基于大量不同年龄段的指纹数据，建立模型，模拟出哪些指纹信息中的指纹特征属于成人指纹，哪些指纹信息中的指纹特征是儿童指纹。一种可实现的方式中，遥控器还可以结合用户对智能终端的操作习惯和观看记录，来区分指纹信息的指纹类型，因为不同年龄段的用户对电视节目的喜好不同。一种可实现的方式中，遥控器还可以根据用户在智能终端首次录入指纹后，设置的用户年龄信息区分不同指纹类型，如家庭用户的家长用户在首次利用指纹设置年龄信息，儿童用户可以在家长用户的协助操作下完成儿童的指纹录入和儿童的年龄信息录入等。
进一步地，智能终端接收遥控器发送的第二指令，第二指令是根据第一用户的快捷键操作生成的；智能终端根据第二指令，获取并显示与第一用户的快捷键操作匹配的显示内容，其中，智能终端存储了第一用户预先设置的各个快捷键操作所对应的显示内容。
例如第一用户在首次录入指纹信息之后，预先通过遥控器设定第一用户专属的自定义快捷键，如长按带指纹的按键3秒，直接进入自己最喜欢的游戏，快速双击带指纹的按键，进入自己最喜欢的电视剧等等。或者是同时按带指纹的按键和任一数字按键，登录预设的账户信息，进入第一用户预先在智能终端上存储的个人视频库、照片库，或者第一用户登录预设的账户信息，进入第一用户专属的APP，显示私人定制显示内容。一个用户可以对应多个账户信息。
本发明实施例中，由遥控器采集用户指纹信息，并对指纹信息进行识别，准确的确定出与该指纹信息匹配的具体用户，然后遥控器向智能电视发送包含具体用户的标识信息的指令，指示智能电视根据该具体用户在历史时间段内的使用记录，为该具体用户推荐与该用户匹配的电视节目，如与该用户的操作习惯匹配的桌面，或者与该用户的观看习惯匹配的电视节目。本发明实施例提供的推荐方法实现了对不同用户的识别，基于记录的各个用户的使用记录，进行与各个用户匹配的节目推荐，进行提高了智能电视节目推荐的准确率。
实施例3
本发明实施例提供第二种推荐方法，这个推荐方法是基于由遥控器采集指纹信息，根据指纹信息识别出具体的用户信息，然后由智能终端基于具体的用户信息，为该具体用户进行节目推荐的应用场景，如图3所示，遥控器侧的推荐方法流程具体包括：
步骤301，遥控器采集并识别用户的指纹信息；
步骤302，遥控器在识别出指纹信息与预先存储的第一用户的指纹信息匹配时，向智能终端发送第一指令，第一指令中包括第一用户的标识信息；
其中，第一指令用于指示智能终端根据第一用户的标识信息，获取第一用户在历史时间段内的使用记录；根据第一用户在历史时间段内的使用记录生成并显示向第一用户推荐的显示内容；其中，第一用户在历史时间段内的使用记录是在历史时间段内确定第一用户的标识信息之后，记录的第一用户的使用信息。
该实施例中，第一指令是遥控器采集到用户的指纹信息后，向智能终端发送的；或者，第一指令遥控器接收到智能终端发送的指纹识别指令之后，启动指纹识别功能，采集到用户的指纹信息后，向智能终端发送的。
该实施例中，第一用户的标识信息可以是遥控器为第一用户生成的唯一标识号。
在这种应用场景下，由遥控器采集指纹信息，根据指纹信息识别出具体的用户信息，由智能终端向确定的第一用户推荐显示内容，避免了遥控器向智能终端发送用户指纹信息，可以防止用户指纹信息在向智能终端发送过程中被截获或破解，具有较高的安全性。
对于遥控器进行以下说明：
遥控器不仅具有指纹采集和识别功能，还具有根据指纹信息识别出该指纹信息与预先存储的哪一个用户的指纹信息匹配的功能。也就是说遥控器既包括用于进行指纹采集和识别的指纹识别模块，又包括用于确定采集的用户指纹信息与哪一个用户的指纹信息匹配的指纹识别算法。
遥控器上设置有具有指纹识别功能的按键，或者设置了专门的指纹识别区域，用于进行指纹的采集和识别。其中，具有指纹识别功能的按键可以是遥控器上的任一个集成了指纹识别模块的按键，如开机键，enter键等，也可以是遥控器上增加的一个专门用于进行指纹识别的按键。
在实际应用中，具有指纹识别功能的按键，或者设置了专门的指纹识别区域中的指纹识别模块可以一直上电，也可以在需要启动指纹识别功能时进行上电，上电后的指纹识别模块用于采集并识别出用户录入指纹的指纹特征代码。
遥控器内会预先记录各个用户的指纹信息。各个用户在首次使用带有指纹识别功能的遥控器时，先通过遥控器上具有指纹识别功能的按键，或者专门的指纹识别区域进行指纹信息的录入操作，遥控器会记录各个用户的指纹信息与用户标识信息的对应关系。
遥控器按照指纹识别算法确定采集的用户指纹信息与哪一个用户的指纹信息匹配的过程，包括：遥控器按照指纹识别算法识别出接收到的指纹信息中的指纹特征，从预先存储的指纹特征与用户指纹信息的映射关系中，查找与该指纹特征匹配的用户指纹信息，即可确定出接收到的用户指纹信息与哪一个用户的指纹信息匹配。每个用户的指纹特征是唯一的，因此，第一用户的指纹特征对应第一用户的指纹信息，第二用户的指纹特征对应第二用户的指纹信息。指纹特征与用户指纹信息的对应关系存储在遥控器内。若遥控器识别出接收的用户指纹信息与预先存储的第一用户的指纹信息匹配，即可确定当前使用智能终端的用户为第一用户。
在第一用户再次录入指纹使用智能终端时，遥控器根据采集的指纹信息，确定指纹信息与第一用户的指纹信息匹配后，根据第一用户的指纹信息与第一用户的标识信息的对应关系，将第一用户的标识信息发送给智能终端，智能终端对根据第一用户的标识信息，对该第一用户的操作习惯、历史观看节目等进行记录与统计。这样智能终端内就存储了第一用户的标识信息与第一用户的历史使用记录的映射关系。当第一用户再次使用智能终端时，遥控器会根据采集的指纹信息确定出使用智能终端的用户为第一用户，然后将第一用户的标识信息发送给智能终端，智能终端根据第一用户的标识信息，获取第一用户在历史时间段内的使用记录，根据第一用户在历史时间段内的使用记录生成并显示向第一用户推荐的显示内容。
进一步地，遥控器通过指纹识别算法，还可以区分指纹信息对应的指纹类型。遥控器根据第一用户的指纹特征，确定与第一用户的指纹信息对应的指纹类型；根据预先存储的指纹类型与用户操作级别的对应关系，确定第一用户的操作级别信息。指纹类型可以根据年龄端进行区分，指纹识别算法基 于大量不同年龄段的指纹数据，建立模型，模拟出哪些指纹信息中的指纹特征属于成人指纹，哪些指纹信息中的指纹特征是儿童指纹。
一种可实现的方式中，遥控器还可以结合用户对智能终端的操作习惯和观看记录，来区分指纹信息的指纹类型，因为不同年龄段的用户对电视节目的喜好不同。一种可实现的方式中，遥控器还可以根据用户在智能终端首次录入指纹后，设置的用户年龄信息区分不同指纹类型，如家庭用户的家长用户在首次利用指纹设置年龄信息，儿童用户可以在家长用户的协助操作下完成儿童的指纹录入和儿童的年龄信息录入等。
进一步地，基于遥控器区分出的指纹类别，遥控器向智能终端发送的第一指令中还可包括第一用户的操作级别信息。
进一步地，遥控器还向智能终端发送第二指令，第二指令是根据第一用户的快捷键操作生成的，用于指示智能终端根据第二指令，获取并显示与第一用户的快捷键操作匹配的显示内容。
对于上述智能终端进行以下说明：
智能终端内存储了第一用户的标识信息与第一用户在历史时间段内的使用记录的对应关系。智能终端根据第一用户的标识信息，即可获取第一用户在历史时间段内的使用记录，进而能够根据第一用户在历史时间段内的使用记录生成并显示向第一用户推荐的显示内容。
智能终端向第一用户推荐显示内容，包括但不限于桌面内容，视频，电视购物商品，APP的，新闻等。第一用户在历史时间段内的使用记录包括第一用户的历史操作习惯，如亮度，音量等界面元素的使用习惯，还包括第一用户的历史观看记录，例如照片库、视频库，登录的APP，浏览的新闻等记录。
智能电视对第一用户进行显示界面的推荐以及智能电视对第一用户进行电视节目的推荐的过程参见上述实施例，此处不再累述。
基于遥控器区分出的指纹类别，智能终端接收到的第一指令中还可包括第一用户的操作级别信息；根据第一用户的标识信息和操作级别信息，智能 终端确定第一用户的操作级别低于设定值时，根据预先设置的对用户操作级别低于设定值的用户的使用限制条件，对向第一用户推荐的节目列表中的部分节目添加限制条件。
上述步骤实现了利用指纹信息区分不同用户的用户操作等级，比如家庭成员中家长的指纹相比于被监护人的指纹具有更高的操作级别。家长可以在录入儿童的指纹信息后，为儿童定制一些有利于儿童健康成长的电视节目，也可以设置儿童使用智能终端的限制条件，例如节目观看时间，显示屏亮度等。甚至家长可以查看儿童的电视节目观看记录。
进一步地，智能终端接收遥控器发送的第二指令，第二指令是根据第一用户的快捷键操作生成的；智能终端根据第二指令，获取并显示与第一用户的快捷键操作匹配的显示内容，其中，智能终端存储了第一用户预先设置的各个快捷键操作所对应的显示内容。
例如第一用户在首次录入指纹信息之后，预先通过遥控器设定第一用户专属的自定义快捷键，如长按带指纹的按键3秒，直接进入自己最喜欢的游戏，快速双击带指纹的按键，进入自己最喜欢的电视剧等等。或者是同时按带指纹的按键和任一数字按键，登录预设的账户信息，进入第一用户预先在智能终端上存储的个人视频库、照片库，或者第一用户登录预设的账户信息，进入第一用户专属的APP，显示私人定制显示内容。一个用户可以对应多个账户信息。
本发明实施例中，由遥控器采集用户指纹信息，并对指纹信息进行识别，准确的确定出与该指纹信息匹配的具体用户，然后遥控器向智能电视发送包含具体用户的标识信息的指令，指示智能电视根据该具体用户在历史时间段内的使用记录，为该具体用户推荐与该用户匹配的电视节目，如与该用户的操作习惯匹配的桌面，或者与该用户的观看习惯匹配的电视节目。本发明实施例提供的推荐方法实现了对不同用户的识别，基于记录的各个用户的使用记录，进行与各个用户匹配的节目推荐，进行提高了智能电视节目推荐的准确率。
针对上述方法流程，本发明实施例还提供一种智能终端、遥控器，以及一种推荐系统，这些智能终端、遥控器和系统的具体内容可以参照上述方法实施，在此不再赘述。
如图4所示，本发明实施例提供的一种应用于实施例1的智能终端，包括：
收发模块401，用于接收遥控器发送的第一指令，第一指令中包括遥控器采集到的指纹信息；
指纹识别模块402，用于对收发模块接收的指纹信息进行识别；
处理模块403，用于在指纹识别模块识别出指纹信息与预先存储的第一用户的指纹信息匹配时，根据第一用户在历史时间段内的使用记录，生成并显示向第一用户推荐的显示内容；其中，第一用户在历史时间段内的使用记录是在历史时间段内通过指纹信息识别出第一用户后记录的第一用户的使用信息。
进一步地，所述使用记录包括所述第一用户的历史操作习惯；
处理模块403，用于：
根据所述第一用户的历史操作习惯，确定出所述第一用户喜好的界面元素；
根据所述第一用户喜好的界面元素，生成并显示向所述第一用户推荐的显示界面。
进一步地，所述使用记录包括所述第一用户的历史观看记录；
处理模块403，用于：
从所述第一用户的历史观看记录中统计出所述第一用户所观看的不同节目类型，以及每个节目类型的观看频率；
根据所述每个节目类型的观看频率，确定各个节目类型的推荐优先级；
确定推荐优先级满足设定阈值的候选节目类型，获取与所述候选节目类型相匹配的当前节目信息；
根据获取的所述当前节目信息，生成所述节目列表。
进一步地，处理模块403具体用于：
在指纹识别模块402识别出指纹信息与预先存储的第一用户的指纹信息匹配之后，确定与第一用户的指纹信息对应的指纹类型；
根据预先存储的指纹类型与用户操作级别的对应关系，确定第一用户的操作级别；
确定第一用户的操作级别低于设定值时，根据预先设置的对用户操作级别低于设定值的用户的使用限制条件，对节目列表中的部分节目添加限制条件。
进一步地，收发模块401还用于：在显示向第一用户推荐的显示内容之后，接收遥控器发送的第二指令，第二指令是根据第一用户的快捷键操作生成的；
处理模块403还用于：根据收发模块401接收到的第二指令，获取并显示与第一用户的快捷键操作匹配的显示内容，其中，智能终端存储了第一用户预先设置的各个快捷键操作所对应的显示内容。
上述智能终端的具体实现方式参见实施例1。本发明实施例中可以通过硬件处理器(hardware processor)来实现相关功能模块。
本发明实施例中，由遥控器进行用户指纹信息的采集，由智能终端接收遥控器采集的指纹信息，智能终端通过对指纹信息进行识别，准确的确定出与该指纹信息匹配的具体用户，然后根据该具体用户在历史时间段内的使用记录，为该具体用户推荐与该用户匹配的电视节目，如与该用户的操作习惯匹配的桌面，或者与该用户的观看习惯匹配的电视节目。本发明实施例提供的推荐方法实现了对不同用户的识别，基于记录的各个用户的使用记录，进行与各个用户匹配的节目推荐，进行提高了智能电视节目推荐的准确率。
基于相同的发明构思，如图5所示，本发明实施例提供一种应用实施例1的遥控器，包括：
指纹采集模块501，用于采集用户的指纹信息；
收发模块502，用于向智能终端发送第一指令，第一指令中包括遥控器采 集到的指纹信息。
进一步地，第一指令是遥控器采集到用户的指纹信息后，向智能终端发送的；或者，第一指令遥控器接收到智能终端发送的指纹识别指令之后，启动指纹识别功能，采集到用户的指纹信息后，向智能终端发送的。
进一步地，收发模块502还用于：在向智能终端发送第一指令之后，根据第一用户的快捷键操作，向智能终端发送第二指令，第二指令中包括第一用户的快捷键操作信息，第二指令用于指示智能终端获取并显示与第一用户的快捷键操作匹配的显示内容。第一用户的快捷键操作信息为第一用户的快捷键操作的标识代码。上述遥控器的具体实现方式参见实施例1。
基于相同的发明构思，如图6所示，本发明实施例提供一种应用于实施例1的推荐系统，包括：
遥控器601，用于采集用户的指纹信息，并向智能终端602发送第一指令，第一指令中包括遥控器601采集到的指纹信息；
智能终端602，用于接收遥控器601发送的第一指令；对指纹信息进行识别，在识别出指纹信息与预先存储的第一用户的指纹信息匹配时，根据第一用户在历史时间段内的使用记录，生成并显示向第一用户推荐的显示内容；其中，第一用户在历史时间段内的使用记录是在历史时间段内通过指纹信息识别出第一用户后记录的第一用户的使用信息。
本发明实施例中，智能终端和遥控器的具体实现方式参见实施例1。本发明实施例中可以通过硬件处理器(hardware processor)来实现相关功能模块。由遥控器进行用户指纹信息的采集，由智能终端接收遥控器采集的指纹信息，智能终端通过对指纹信息进行识别，准确的确定出与该指纹信息匹配的具体用户，然后根据该具体用户在历史时间段内的使用记录，为该具体用户推荐与该用户匹配的电视节目，如与该用户的操作习惯匹配的桌面，或者与该用户的观看习惯匹配的电视节目。本发明实施例提供的推荐方法实现了对不同用户的识别，基于记录的各个用户的使用记录，进行与各个用户匹配的节目推荐，进行提高了智能电视节目推荐的准确率。
本发明实施例还提供一种应用于实施例2的智能终端，如图7所示，包括：
收发模块701，用于接收遥控器发送的第一指令，第一指令中包括第一用户的标识信息；第一指令是遥控器在采集到用户的指纹信息后，识别出指纹信息与预先存储的第一用户的指纹信息匹配时发送的；
获取模块702，用于根据第一用户的标识信息，获取第一用户在历史时间段内的使用记录；第一用户在历史时间段内的使用记录是在历史时间段内确定第一用户的标识信息之后，记录的第一用户的使用信息；
处理模块703，用于根据第一用户在历史时间段内的使用记录生成并显示向第一用户推荐的显示内容。
进一步地，所述使用记录包括所述第一用户的历史操作习惯；
处理模块703具体用于：
根据所述第一用户的历史操作习惯，确定出所述第一用户喜好的界面元素；
根据所述第一用户喜好的界面元素，生成并显示向所述第一用户推荐的显示界面。
进一步地，所述使用记录包括所述第一用户的历史观看记录；
处理模块703具体用于：
从所述第一用户的历史观看记录中统计出所述第一用户所观看的不同节目类型，以及每个节目类型的观看频率；
根据所述每个节目类型的观看频率，确定各个节目类型的推荐优先级；
确定推荐优先级满足设定阈值的候选节目类型，获取与所述候选节目类型相匹配的当前节目信息；
根据获取的所述当前节目信息，生成所述节目列表。
进一步地，收发模块701接收到的第一指令中还可包括第一用户的操作级别信息；
处理模块703还用于：根据第一用户的标识信息和操作级别信息，智能 终端确定第一用户的操作级别低于设定值时，根据预先设置的对用户操作级别低于设定值的用户的使用限制条件，对向第一用户推荐的节目列表中的部分节目添加限制条件。
进一步地，收发模块701，还用于接收遥控器发送的第二指令，第二指令是根据第一用户的快捷键操作生成的；智能终端根据第二指令，获取并显示与第一用户的快捷键操作匹配的显示内容，其中，智能终端存储了第一用户预先设置的各个快捷键操作信息所对应的显示内容。
本发明实施例中，智能终端的具体实现方式参见实施例2。本发明实施例中可以通过硬件处理器(hardware processor)来实现相关功能模块。
本发明实施例中，由遥控器采集用户指纹信息，并对指纹信息进行识别，准确的确定出与该指纹信息匹配的具体用户，然后遥控器向智能电视发送包含具体用户的标识信息的指令，指示智能电视根据该具体用户在历史时间段内的使用记录，为该具体用户推荐与该用户匹配的电视节目，如与该用户的操作习惯匹配的桌面，或者与该用户的观看习惯匹配的电视节目。本发明实施例提供的推荐方法实现了对不同用户的识别，基于记录的各个用户的使用记录，进行与各个用户匹配的节目推荐，进行提高了智能电视节目推荐的准确率。
基于相同的发明构思，本发明实施例还提供一种应用于实施例3的遥控器，如图8所示，包括：
指纹识别模块801，用于采集并识别用户的指纹信息；
处理模块802，用于在识别出指纹信息与预先存储的第一用户的指纹信息匹配时，通过收发模块803向智能终端发送第一指令，第一指令中包括第一用户的标识信息；
收发模块803，用于向智能终端发送第一指令；其中，第一指令用于指示智能终端根据第一用户的标识信息，获取第一用户在历史时间段内的使用记录；根据第一用户在历史时间段内的使用记录生成并显示向第一用户推荐的显示内容；其中，第一用户在历史时间段内的使用记录是在历史时间段内确 定第一用户的标识信息之后，记录的第一用户的使用信息。
进一步地，第一指令中还可包括第一用户的操作级别信息；
处理模块802还用于，根据第一用户的指纹信息，确定与第一用户的指纹信息对应的指纹类型；
根据预先存储的指纹类型与用户操作级别的对应关系，确定第一用户的操作级别。
进一步地，收发模块803向智能终端发送第二指令；第二指令是根据第一用户的快捷键操作生成的，用于指示智能终端根据第二指令，获取并显示与第一用户的快捷键操作匹配的显示内容。
本发明实施例中，遥控器的具体实现方式参见实施例3。本发明实施例中可以通过硬件处理器(hardware processor)来实现相关功能模块。
本发明实施例中，由遥控器采集用户指纹信息，并对指纹信息进行识别，准确的确定出与该指纹信息匹配的具体用户，然后遥控器向智能电视发送包含具体用户的标识信息的指令，指示智能电视根据该具体用户在历史时间段内的使用记录，为该具体用户推荐与该用户匹配的电视节目，如与该用户的操作习惯匹配的桌面，或者与该用户的观看习惯匹配的电视节目。本发明实施例提供的推荐方法实现了对不同用户的识别，基于记录的各个用户的使用记录，进行与各个用户匹配的节目推荐，进行提高了智能电视节目推荐的准确率。
基于相同的发明构思，如图9所示，本发明实施例提供一种应用于实施例2和实施例3的推荐系统，包括：
遥控器901，用于采集并识别用户的指纹信息；在指纹识别模块识别出指纹信息与预先存储的第一用户的指纹信息匹配时，向智能终端902发送第一指令，第一指令中包括第一用户的标识信息；
智能终端902，用于接收遥控器901发送的第一指令；根据第一用户的标识信息，获取第一用户在历史时间段内的使用记录；根据第一用户在历史时间段内的使用记录生成并显示向第一用户推荐的显示内容；其中，第一用户 在历史时间段内的使用记录是在历史时间段内确定第一用户的标识信息之后，记录的第一用户的使用信息。
本发明实施例中，智能终端和遥控器的具体实现方式参见实施例2和实施例3。
本发明实施例中，由遥控器采集用户指纹信息，并对指纹信息进行识别，准确的确定出与该指纹信息匹配的具体用户，然后遥控器向智能电视发送包含具体用户的标识信息的指令，指示智能电视根据该具体用户在历史时间段内的使用记录，为该具体用户推荐与该用户匹配的电视节目，如与该用户的操作习惯匹配的桌面，或者与该用户的观看习惯匹配的电视节目。本发明实施例提供的推荐方法实现了对不同用户的识别，基于记录的各个用户的使用记录，进行与各个用户匹配的节目推荐，进行提高了智能电视节目推荐的准确率。
以上所描述的装置实施例仅仅是示意性的，其中所述作为分离部件说明的模块可以是或者也可以不是物理上分开的，作为模块显示的部件可以是或者也可以不是物理模块，即可以位于一个地方，或者也可以分布到多个网络模块上。可以根据实际的需要选择其中的部分或者全部模块来实现本实施例方案的目的。本领域普通技术人员在不付出创造性的劳动的情况下，即可以理解并实施。
基于相同的发明构思，本发明实施例提供一种智能终端，如图10所示，包括：收发器1001、处理器1002和存储器1003；还包括输入装置1005和输出装置1006；
收发器1001，用于接收遥控器发送的第一指令，所述第一指令中包括所述遥控器采集到的指纹信息；
处理器1002，用于对所述收发器接收的所述指纹信息进行识别；并在识别出所述指纹信息与预先存储的第一用户的指纹信息匹配时，根据所述第一用户在历史时间段内的使用记录，生成并显示向所述第一用户推荐的显示内 容；其中，所述第一用户在历史时间段内的使用记录是在所述历史时间段内通过指纹信息识别出所述第一用户后记录的所述第一用户的使用信息。
存储器1003，用于存储一个或多个可执行程序，被用于配置处理器502。
其中，在图10中，总线架构可以包括任意数量的互联的总线和桥，具体由处理器1002代表的一个或多个处理器和存储器1003代表的存储器的各种电路链接在一起。总线架构还可以将诸如外围设备、稳压器和功率管理电路等之类的各种其他电路链接在一起，这些都是本领域所公知的，因此，本文不再对其进行进一步描述。收发器1001可以是多个元件，即包括发送机和接收机，提供用于在传输介质上与各种其他装置通信的单元。处理器1002负责管理总线架构和通常的处理，存储器1003可以存储处理器1002在执行操作时所使用的数据。总线接口1004提供接口。
本发明实施例还提供一种应用于实施例2的智能终端，如图10所示，包括：
收发器1001，用于接收遥控器发送的第一指令，所述第一指令中包括第一用户的标识信息；所述第一指令是所述遥控器在采集到用户的指纹信息后，识别出所述指纹信息与预先存储的第一用户的指纹信息匹配时发送的；
处理器1002，用于根据第一用户的标识信息，获取所述第一用户在历史时间段内的使用记录；所述第一用户在历史时间段内的使用记录是在所述历史时间段内确定所述第一用户的标识信息之后；根据所述第一用户在历史时间段内的使用记录生成并显示向所述第一用户推荐的显示内容；
本申请实施例的智能终端以多种形式存在，包括但不限于:
(1)移动通信设备:这类设备的特点是具备移动通信功能，并且以提供话音、数据通信为主要目标。这类终端包括:智能手机(例如iPhone)、多媒体手机、功能性手机，以及低端手机等。
(2)超移动个人计算机设备:这类设备属于个人计算机的范畴，有计算和处理功能，一般也具备移动上网特性。这类终端包括:PDA、MID和UMPC设备等，例如iPad。
(3)便携式娱乐设备:这类设备可以显示和播放多媒体内容。该类设备包括:音频、视频播放器(例如iPod)，掌上游戏机，电子书，以及智能玩具和便携式车载导航设备。
(4)服务器:提供计算服务的设备，服务器的构成包括处理器、硬盘、内存、系统总线等，服务器和通用的计算机架构类似，但是由于需要提供高可靠的服务，因此在处理能力、稳定性、可靠性、安全性、可扩展性、可管理性等方面要求较高。
(5)其他具有数据交互功能的电子装置。
图11是本申请实施例提供的执行推荐方法的遥控器的硬件结构示意图，如图11所示，包括：
一个或多个处理器1102以及存储器1103，图11中以一个处理器1102为例。
还可以包括：收发器1101，输入装置1105和输出装置1106。
处理器1102、存储器1103、输入装置1105和输出装置1106可以通过总线或者其他方式连接，图11中以通过总线连接为例。
存储器1103作为一种非易失性计算机可读存储介质，可用于存储非易失性软件程序、非易失性计算机可执行程序以及模块，如本申请实施例中推荐对应的程序指令/模块(例如，附图5所示的指纹采集模块501、收发模块502等)。处理器1102通过运行存储在存储器1103中的非易失性软件程序、指令以及模块，从而执行服务器的各种功能应用以及数据处理，即实现上述方法实施例智能终端的界面显示方法。
存储器1103可以包括存储程序区和存储数据区，其中，存储程序区可存储操作系统、至少一个功能所需要的应用程序；存储数据区可存储根据遥控器的使用所创建的数据等。此外，存储器1103可以包括高速随机存取存储器，还可以包括非易失性存储器，例如至少一个磁盘存储器件、闪存器件、 或其他非易失性固态存储器件。在一些实施例中，存储器1103可选包括相对于处理器1102远程设置的存储器，这些远程存储器可以通过网络连接至遥控器。上述网络的实例包括但不限于互联网、企业内部网、局域网、移动通信网及其组合。
输入装置1105可接收输入的数字或字符信息，以及产生与遥控器的用户设置以及功能控制有关的键信号输入。输出装置1106可包括显示屏等显示设备。
所述一个或者多个模块存储在所述存储器1103中，当被所述一个或者多个处理器1102执行时，执行上述任意方法实施例中的推荐方法。
基于相同的发明构思，本发明实施例还提供一种应用于实施例2的遥控器，包括：
收发器1101，用于采集用户的指纹信息，向智能终端发送第一指令，第一指令中包括采集到的指纹信息。
基于相同的发明构思，本发明实施例还提供一种应用于实施例3的遥控器，收发器1101、至少一个处理器1102；以及，
与所述至少一个处理器通信连接的存储器1103；其中，
所述存储器1103存储有可被所述一个处理器执行的指令，所述指令被被所述至少一个处理器执行，以使所述至少一个处理器能够：
在所述指纹识别器识别出所述指纹信息与预先存储的第一用户的指纹信息匹配时，指示收发器向智能终端发送第一指令，所述第一指令中包括所述第一用户的标识信息；
所述收发器1101，用于采集并识别用户的指纹信息，向所述智能终端发送所述第一指令；其中，所述第一指令用于指示所述智能终端根据第一用户的标识信息，获取所述第一用户在历史时间段内的使用记录；根据所述第一用户在历史时间段内的使用记录生成并显示向所述第一用户推荐的显示内容；其中，所述第一用户在历史时间段内的使用记录是在所述历史时间段内 确定所述第一用户的标识信息之后，记录的所述第一用户的使用信息。
上述产品可执行本申请实施例所提供的方法，具备执行方法相应的功能模块和有益效果。未在本实施例中详尽描述的技术细节，可参见本申请实施例所提供的方法。基于相同的发明构思，本申请提供一种非易失性计算机存储介质，所述非暂态计算机可读存储介质存储有计算机可执行指令，所述计算机可执行指令用于使所述计算机执行上述任一项推荐方法。
基于相同的发明构思，本申请提供一种计算机程序产品，所述计算机程序产品包括存储在非暂态计算机可读存储介质上的计算程序，所述计算机程序包括所述计算机可执行指令，当所述所述计算机可执行指令被计算机执行时，使所述计算机执行上述任一项推荐方法。
通过以上的实施方式的描述，本领域的技术人员可以清楚地了解到各实施方式可借助软件加必需的通用硬件平台的方式来实现，当然也可以通过硬件。基于这样的理解，上述技术方案本质上或者说对现有技术做出贡献的部分可以以软件产品的形式体现出来，该计算机软件产品可以存储在计算机可读存储介质中，如ROM/RAM、磁碟、光盘等，包括若干指令用以使得一台计算机设备(可以是个人计算机，服务器，或者网络设备等)执行各个实施例或者实施例的某些部分所述的方法。
最后应说明的是：以上实施例仅用以说明本发明的技术方案，而非对其限制；尽管参照前述实施例对本发明进行了详细的说明，本领域的普通技术人员应当理解：其依然可以对前述各实施例所记载的技术方案进行修改，或者对其中部分技术特征进行等同替换；而这些修改或者替换，并不使相应技术方案的本质脱离本发明各实施例技术方案的精神和范围。

Claims (25)

  1. 一种推荐方法，其特征在于，包括：
    接收遥控器发送的第一指令，所述第一指令中包括所述遥控器采集到的指纹信息；
    对所述指纹信息进行识别；
    在识别出所述指纹信息与预先存储的第一用户的指纹信息匹配时，根据所述第一用户在历史时间段内的使用记录，生成并显示向所述第一用户推荐的显示内容；
    其中，所述第一用户在历史时间段内的使用记录是在所述历史时间段内通过指纹信息识别出所述第一用户后记录的所述第一用户的使用信息。
  2. 根据权利要求1所述的方法，其特征在于，所述使用记录包括所述第一用户的历史操作习惯；
    根据所述第一用户在历史时间段内的使用记录，生成并显示向所述第一用户推荐的显示内容，包括：
    根据所述第一用户的历史操作习惯，确定出所述第一用户喜好的界面元素；
    根据所述第一用户喜好的界面元素，生成并显示向所述第一用户推荐的显示界面。
  3. 根据权利要求1所述的方法，其特征在于，所述使用记录包括所述第一用户的历史观看记录；
    根据所述第一用户在设定时间段内的使用记录，生成并显示向所述第一用户推荐的显示内容，包括：
    从所述第一用户的历史观看记录中统计出所述第一用户所观看的不同节目类型，以及每个节目类型的观看频率；
    根据所述每个节目类型的观看频率，确定各个节目类型的推荐优先级；
    确定推荐优先级满足设定阈值的候选节目类型，获取与所述候选节目类 型相匹配的当前节目信息；
    根据获取的所述当前节目信息，生成所述节目列表。
  4. 根据权利要求3所述的方法，其特征在于，在识别出所述指纹信息与预先存储的第一用户的指纹信息匹配之后，所述方法还包括：
    确定与所述第一用户的指纹信息对应的指纹类型；
    根据预先存储的指纹类型与用户操作级别的对应关系，确定所述第一用户的操作级别；
    确定所述第一用户的操作级别低于设定值时，根据预先设置的对用户操作级别低于设定值的用户的使用限制条件，对生成的所述节目列表中的部分节目添加限制条件。
  5. 根据权利要求1所述的方法，其特征在于，在所述显示向所述第一用户推荐的显示内容之后，所述方法还包括：
    接收所述遥控器发送的第二指令，所述第二指令是根据所述第一用户的的快捷键操作生成的；
    根据所述第二指令，获取并显示与所述第一用户的快捷键操作匹配的显示内容，其中，所述智能终端存储了所述第一用户预先设置的各个快捷键操作所对应的显示内容。
  6. 一种推荐方法，其特征在于，包括：
    采集用户的指纹信息；
    向智能终端发送第一指令，所述第一指令中包括所述遥控器采集到的指纹信息。
  7. 根据权利要求6所述的方法，其特征在于，在所述向智能终端发送第一指令之后，所述方法还包括：
    根据第一用户的快捷键操作，向所述智能终端发送第二指令，所述第二指令中包括所述第一用户的快捷键操作信息，所述第二指令用于指示所述智能终端获取并显示与第一用户的快捷键操作匹配的显示内容。
  8. 一种推荐方法，其特征在于，包括：
    接收遥控器发送的第一指令，所述第一指令中包括第一用户的标识信息；所述第一指令是所述遥控器在采集到用户的指纹信息后，识别出所述指纹信息与预先存储的第一用户的指纹信息匹配时发送的；
    根据第一用户的标识信息，获取所述第一用户在历史时间段内的使用记录；所述第一用户在历史时间段内的使用记录是在所述历史时间段内确定所述第一用户的标识信息之后，记录的所述第一用户的使用信息；
    根据所述第一用户在历史时间段内的使用记录生成并显示向所述第一用户推荐的显示内容。
  9. 根据权利要求8所述的方法，其特征在于，所述使用记录包括所述第一用户的历史操作习惯；
    根据所述第一用户在历史时间段内的使用记录，生成并显示向所述第一用户推荐的显示内容，包括：
    根据所述第一用户的历史操作习惯，确定出所述第一用户喜好的界面元素；
    根据所述第一用户喜好的界面元素，生成并显示向所述第一用户推荐的显示界面。
  10. 根据权利要求8所述的方法，其特征在于，所述使用记录包括所述第一用户的历史观看记录；
    根据所述第一用户在设定时间段内的使用记录，生成并显示向所述第一用户推荐的显示内容，包括：
    从所述第一用户的历史观看记录中统计出所述第一用户所观看的不同节目类型，以及每个节目类型的观看频率；
    根据所述每个节目类型的观看频率，确定各个节目类型的推荐优先级；
    确定推荐优先级满足设定阈值的候选节目类型，获取与所述候选节目类型相匹配的当前节目信息；
    根据获取的所述当前节目信息，生成所述节目列表。
  11. 根据权利要求9所述的方法，其特征在于，所述第一指令中还包括 第一用户的操作级别信息；在所述接收遥控器的第一指令之后，所述方法还包括：
    根据所述第一用户的标识信息和所述第一用户的操作级别信息，确定所述第一用户的操作级别低于设定值时，根据预先设置的对用户操作级别低于设定值的用户的使用限制条件，对所述节目列表中的部分节目添加限制条件。
  12. 根据权利要求8所述的方法，其特征在于，所述方法还包括：
    接收所述遥控器发送的第二指令，所述第二指令是根据所述第一用户的快捷键操作生成的；
    根据所述第二指令，获取并显示与所述第一用户的快捷键操作匹配的显示内容，其中，所述智能终端存储了所述第一用户预先设置的各个快捷键操作信息所对应的显示内容。
  13. 一种推荐方法，其特征在于，包括：
    遥控器采集并识别用户的指纹信息；
    所述遥控器在识别出所述指纹信息与预先存储的第一用户的指纹信息匹配时，向智能终端发送第一指令，所述第一指令中包括所述第一用户的标识信息；
    其中，所述第一指令用于指示所述智能终端根据第一用户的标识信息，获取所述第一用户在历史时间段内的使用记录；根据所述第一用户在历史时间段内的使用记录生成并显示向所述第一用户推荐的显示内容；其中，所述第一用户在历史时间段内的使用记录是在所述历史时间段内确定所述第一用户的标识信息之后，记录的所述第一用户的使用信息。
  14. 根据权利要求13所述的方法，其特征在于，第一指令中还可包括第一用户的操作级别信息；所述遥控器在向所述智能终端发送所述第一指令之前，所述方法还包括：
    所述遥控器根据第一用户的指纹信息，确定与第一用户的指纹信息对应的指纹类型；
    所述遥控器根据预先存储的指纹类型与用户操作级别的对应关系，确定 第一用户的操作级别。
  15. 根据权利要求13所述的方法，其特征在于，所述遥控器在向所述智能终端发送所述第一指令之后，所述方法还包括：
    所述遥控器向所述智能终端发送第二指令；所述第二指令是所述遥控器根据所述第一用户的快捷键操作生成的，所述第二指令用于指示所述智能终端根据第二指令，获取并显示与所述第一用户的快捷键操作匹配的显示内容。
  16. 一种智能终端，其特征在于，包括：
    收发模块，用于接收遥控器发送的第一指令，所述第一指令中包括所述遥控器采集到的指纹信息；
    指纹识别模块，用于对所述收发模块接收的所述指纹信息进行识别；
    处理模块，用于在所述指纹识别模块识别出所述指纹信息与预先存储的第一用户的指纹信息匹配时，根据所述第一用户在历史时间段内的使用记录，生成并显示向所述第一用户推荐的显示内容；其中，所述第一用户在历史时间段内的使用记录是在所述历史时间段内通过指纹信息识别出所述第一用户后记录的所述第一用户的使用信息。
  17. 一种遥控器，其特征在于，包括：
    指纹采集模块，用于采集用户的指纹信息；
    收发模块，用于向智能终端发送第一指令，第一指令中包括采集到的指纹信息。
  18. 一种推荐系统，其特征在于，包括：
    遥控器，用于采集用户的指纹信息，并向智能终端发送第一指令，所述第一指令中包括所述遥控器采集到的指纹信息；
    所述智能终端，用于接收所述遥控器发送的所述第一指令；对所述指纹信息进行识别，在识别出所述指纹信息与预先存储的第一用户的指纹信息匹配时，根据所述第一用户在历史时间段内的使用记录，生成并显示向所述第一用户推荐的显示内容；其中，所述第一用户在历史时间段内的使用记录是在所述历史时间段内通过指纹信息识别出所述第一用户后记录的所述第一用 户的使用信息。
  19. 一种智能终端，其特征在于，包括：
    收发模块，用于接收遥控器发送的第一指令，所述第一指令中包括第一用户的标识信息；所述第一指令是所述遥控器在采集到用户的指纹信息后，识别出所述指纹信息与预先存储的第一用户的指纹信息匹配时发送的；
    获取模块，用于根据第一用户的标识信息，获取所述第一用户在历史时间段内的使用记录；所述第一用户在历史时间段内的使用记录是在所述历史时间段内确定所述第一用户的标识信息之后，记录的所述第一用户的使用信息；
    处理模块，用于根据所述第一用户在历史时间段内的使用记录生成并显示向所述第一用户推荐的显示内容。
  20. 一种遥控器，其特征在于，包括：
    指纹识别模块，用于采集并识别用户的指纹信息；
    处理模块，用于在所述指纹识别模块识别出所述指纹信息与预先存储的第一用户的指纹信息匹配时，指示收发模块向智能终端发送第一指令，所述第一指令中包括所述第一用户的标识信息；
    所述收发模块，用于向所述智能终端发送所述第一指令；其中，所述第一指令用于指示所述智能终端根据第一用户的标识信息，获取所述第一用户在历史时间段内的使用记录；根据所述第一用户在历史时间段内的使用记录生成并显示向所述第一用户推荐的显示内容；其中，所述第一用户在历史时间段内的使用记录是在所述历史时间段内确定所述第一用户的标识信息之后，记录的所述第一用户的使用信息。
  21. 一种推荐系统，其特征在于，包括：
    遥控器，用于采集并识别用户的指纹信息；在识别出所述指纹信息与预先存储的第一用户的指纹信息匹配时，向智能终端发送第一指令，所述第一指令中包括所述第一用户的标识信息；
    所述智能终端，用于接收所述遥控器发送的所述第一指令；根据所述 第一用户的标识信息，获取所述第一用户在历史时间段内的使用记录；根据所述第一用户在历史时间段内的使用记录生成并显示向所述第一用户推荐的显示内容；其中，所述第一用户在历史时间段内的使用记录是在所述历史时间段内确定所述第一用户的标识信息之后，记录的所述第一用户的使用信息。
  22. 一种智能终端，其特征在于，包括：
    收发器，用于接收遥控器发送的第一指令，所述第一指令中包括所述遥控器采集到的指纹信息；
    存储器，用于存储的用户指纹信息和指纹特征的对应关系；
    处理器，用于对所述收发器接收的所述指纹信息进行识别；并在识别出所述指纹信息与预先存储的第一用户的指纹信息匹配时，根据所述第一用户在历史时间段内的使用记录，生成并显示向所述第一用户推荐的显示内容；其中，所述第一用户在历史时间段内的使用记录是在所述历史时间段内通过指纹信息识别出所述第一用户后记录的所述第一用户的使用信息。
  23. 一种遥控器，其特征在于，包括：
    指纹采集器，用于采集用户的指纹信息；
    收发器，用于向智能终端发送第一指令，第一指令中包括采集到的指纹信息。
  24. 一种智能终端，其特征在于，包括：
    收发器，用于接收遥控器发送的第一指令，所述第一指令中包括第一用户的标识信息；所述第一指令是所述遥控器在采集到用户的指纹信息后，识别出所述指纹信息与预先存储的第一用户的指纹信息匹配时发送的；
    处理器，用于根据第一用户的标识信息，获取所述第一用户在历史时间段内的使用记录；所述第一用户在历史时间段内的使用记录是在所述历史时间段内确定所述第一用户的标识信息之后，
    存储器，用于记录所述第一用户的使用记录；
    所述处理器，还用于根据所述第一用户在历史时间段内的使用记录生成 并显示向所述第一用户推荐的显示内容。
  25. 一种遥控器，其特征在于，包括：
    指纹采集器，用于采集并识别用户的指纹信息；
    处理器，用于在所述指纹识别器识别出所述指纹信息与预先存储的第一用户的指纹信息匹配时，指示收发器向智能终端发送第一指令，所述第一指令中包括所述第一用户的标识信息；
    所述收发器，用于向所述智能终端发送所述第一指令；其中，所述第一指令用于指示所述智能终端根据第一用户的标识信息，获取所述第一用户在历史时间段内的使用记录；根据所述第一用户在历史时间段内的使用记录生成并显示向所述第一用户推荐的显示内容；其中，所述第一用户在历史时间段内的使用记录是在所述历史时间段内确定所述第一用户的标识信息之后，记录的所述第一用户的使用信息。
PCT/CN2016/099962 2016-04-28 2016-09-23 一种智能终端、遥控器、推荐方法及系统 Ceased WO2017185612A1 (zh)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
CN201610280342.2A CN105959749A (zh) 2016-04-28 2016-04-28 一种智能终端、遥控器、推荐方法及系统
CN201610280342.2 2016-04-28

Publications (1)

Publication Number Publication Date
WO2017185612A1 true WO2017185612A1 (zh) 2017-11-02

Family

ID=56916887

Family Applications (1)

Application Number Title Priority Date Filing Date
PCT/CN2016/099962 Ceased WO2017185612A1 (zh) 2016-04-28 2016-09-23 一种智能终端、遥控器、推荐方法及系统

Country Status (2)

Country Link
CN (1) CN105959749A (zh)
WO (1) WO2017185612A1 (zh)

Cited By (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN112712444A (zh) * 2019-10-25 2021-04-27 北京声智科技有限公司 一种基于物联网的酒店管理方法及相关设备
CN113158042A (zh) * 2021-04-19 2021-07-23 深圳市安全守护科技有限公司 应用推荐方法、装置、设备及计算机可读存储介质
CN113762080A (zh) * 2021-08-05 2021-12-07 当趣网络科技(杭州)有限公司 无指纹预录的大屏端控制方法、装置及可读存储介质
CN114222170A (zh) * 2021-12-06 2022-03-22 深圳Tcl新技术有限公司 电视节目推荐方法、装置、计算机设备及存储介质
CN114694188A (zh) * 2020-12-25 2022-07-01 深圳Tcl新技术有限公司 一种智能终端的遥控方法、装置、智能终端、存储介质
CN117118773A (zh) * 2023-08-28 2023-11-24 广东金朋科技有限公司 场景生成方法、系统及存储介质
CN118200672A (zh) * 2024-04-23 2024-06-14 河北祥辉电子科技有限公司 影视节目智能推荐方法、装置、设备及存储介质
EP3754358B1 (en) * 2019-06-18 2024-12-25 HERE Global B.V. Generating a radio map for indoor positioning
CN119806467A (zh) * 2025-01-03 2025-04-11 海信视像科技股份有限公司 一种显示设备及计划的制定方法

Families Citing this family (24)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN105959749A (zh) * 2016-04-28 2016-09-21 乐视控股（北京）有限公司 一种智能终端、遥控器、推荐方法及系统
CN106383898B (zh) * 2016-09-28 2019-12-24 北京金山安全软件有限公司 聊天内容推荐方法、装置及电子设备
CN108271076B (zh) * 2017-01-03 2021-03-12 武汉斗鱼网络科技有限公司 一种推荐直播间的方法及装置
CN106911970A (zh) * 2017-02-15 2017-06-30 深圳创维数字技术有限公司 一种通过指纹识别控制成人级别节目观看的方法及系统
WO2018201324A1 (zh) * 2017-05-03 2018-11-08 深圳市智晟达科技有限公司 一种按照用户显示频道的方法和数字电视
WO2019024029A1 (zh) * 2017-08-02 2019-02-07 深圳市智晟达科技有限公司 方便实用的数字电视系统
CN111295633B (zh) 2017-08-29 2024-02-20 新加坡商欧之遥控有限公司 精细的用户识别
CN108012175A (zh) * 2017-12-18 2018-05-08 信利光电股份有限公司 一种智能电视机
CN107948699A (zh) * 2017-12-25 2018-04-20 广东长虹电子有限公司 一种基于指纹识别的电视内容分级推送方法
CN108491464A (zh) * 2018-03-05 2018-09-04 广东小天才科技有限公司 一种基于掌纹识别的内容推送方法及系统
CN110309358A (zh) * 2018-03-27 2019-10-08 京东方科技集团股份有限公司 一种资源推荐方法及系统
CN108762512A (zh) * 2018-08-17 2018-11-06 浙江核聚智能技术有限公司 人机交互装置、方法及系统
KR20200023594A (ko) 2018-08-24 2020-03-05 삼성디스플레이 주식회사 제어장치
CN109195014A (zh) * 2018-09-27 2019-01-11 江苏银河数字技术有限公司 具有用户识别和节目推送功能的机顶盒系统及其应用方法
CN109348294A (zh) * 2018-10-31 2019-02-15 四川长虹电器股份有限公司 定制用户界面的电视运营系统及方法
CN109547822A (zh) * 2018-12-29 2019-03-29 江苏爱仕达电子有限公司 一种指纹识别用户信息的智能遥控器的控制方法
CN110298245B (zh) * 2019-05-22 2023-10-13 平安科技（深圳）有限公司 兴趣收集方法、装置、计算机设备及存储介质
WO2020258100A1 (zh) * 2019-06-26 2020-12-30 深圳市欢太科技有限公司 内容推送方法、装置、服务端及存储介质
CN110545455A (zh) * 2019-07-16 2019-12-06 仲恺农业工程学院 一种基于指纹识别的智能电视推荐方法
CN111182341A (zh) * 2019-12-31 2020-05-19 Tcl海外电子（惠州）有限公司 显示终端控制方法、设备及存储介质
CN110795199A (zh) * 2020-01-06 2020-02-14 南京创维信息技术研究院有限公司 一种基于用户行为数据的智能主页布局方法及系统
CN111368278A (zh) * 2020-02-21 2020-07-03 海信（山东）空调有限公司 一种空调系统及控制方法
CN112822531A (zh) * 2021-01-11 2021-05-18 Oppo广东移动通信有限公司 内容显示方法、装置、智能电视及存储介质
CN114554264A (zh) * 2022-02-18 2022-05-27 深圳Tcl新技术有限公司 一种智能电视的控制方法、装置、智能电视及存储介质

Citations (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN103607599A (zh) * 2013-11-08 2014-02-26 四川长虹电器股份有限公司 基于指纹识别的电视用户登录系统及方法
CN103618917A (zh) * 2013-11-15 2014-03-05 四川长虹电器股份有限公司 基于指纹识别的智能电视内容推荐系统
CN103686279A (zh) * 2013-12-09 2014-03-26 京东方科技集团股份有限公司 一种智能遥控器及其实现方法
US20150074695A1 (en) * 2013-09-12 2015-03-12 Top Victory Investments Limited Method for channel selection, channel selecting device, and television system including the channel selecting device and a television device
CN104935968A (zh) * 2015-06-25 2015-09-23 广州视源电子科技股份有限公司 网络电视推荐节目的方法与系统
CN105516742A (zh) * 2015-12-31 2016-04-20 深圳创维数字技术有限公司 一种机顶盒用户界面推荐方法及相关设备
CN105959749A (zh) * 2016-04-28 2016-09-21 乐视控股（北京）有限公司 一种智能终端、遥控器、推荐方法及系统

Patent Citations (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20150074695A1 (en) * 2013-09-12 2015-03-12 Top Victory Investments Limited Method for channel selection, channel selecting device, and television system including the channel selecting device and a television device
CN103607599A (zh) * 2013-11-08 2014-02-26 四川长虹电器股份有限公司 基于指纹识别的电视用户登录系统及方法
CN103618917A (zh) * 2013-11-15 2014-03-05 四川长虹电器股份有限公司 基于指纹识别的智能电视内容推荐系统
CN103686279A (zh) * 2013-12-09 2014-03-26 京东方科技集团股份有限公司 一种智能遥控器及其实现方法
CN104935968A (zh) * 2015-06-25 2015-09-23 广州视源电子科技股份有限公司 网络电视推荐节目的方法与系统
CN105516742A (zh) * 2015-12-31 2016-04-20 深圳创维数字技术有限公司 一种机顶盒用户界面推荐方法及相关设备
CN105959749A (zh) * 2016-04-28 2016-09-21 乐视控股（北京）有限公司 一种智能终端、遥控器、推荐方法及系统

Cited By (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP3754358B1 (en) * 2019-06-18 2024-12-25 HERE Global B.V. Generating a radio map for indoor positioning
CN112712444A (zh) * 2019-10-25 2021-04-27 北京声智科技有限公司 一种基于物联网的酒店管理方法及相关设备
CN114694188A (zh) * 2020-12-25 2022-07-01 深圳Tcl新技术有限公司 一种智能终端的遥控方法、装置、智能终端、存储介质
CN113158042A (zh) * 2021-04-19 2021-07-23 深圳市安全守护科技有限公司 应用推荐方法、装置、设备及计算机可读存储介质
CN113762080A (zh) * 2021-08-05 2021-12-07 当趣网络科技(杭州)有限公司 无指纹预录的大屏端控制方法、装置及可读存储介质
CN114222170A (zh) * 2021-12-06 2022-03-22 深圳Tcl新技术有限公司 电视节目推荐方法、装置、计算机设备及存储介质
CN117118773A (zh) * 2023-08-28 2023-11-24 广东金朋科技有限公司 场景生成方法、系统及存储介质
CN117118773B (zh) * 2023-08-28 2024-05-24 广东金朋科技有限公司 场景生成方法、系统及存储介质
CN118200672A (zh) * 2024-04-23 2024-06-14 河北祥辉电子科技有限公司 影视节目智能推荐方法、装置、设备及存储介质
CN119806467A (zh) * 2025-01-03 2025-04-11 海信视像科技股份有限公司 一种显示设备及计划的制定方法

Also Published As

Publication number Publication date
CN105959749A (zh) 2016-09-21

Similar Documents

Publication Publication Date Title
WO2017185612A1 (zh) 一种智能终端、遥控器、推荐方法及系统
US8745024B2 (en) Techniques for enhancing content
US20230244732A1 (en) Method and Apparatus that Collect and Uploads Implicit Analytic Data
CN107820138B (zh) 视频播放方法、装置、终端及存储介质
US11409817B2 (en) Display apparatus and method of controlling the same
US9432734B2 (en) Multi-person and multi-device content personalization
CN104954820A (zh) 节目的推荐方法及装置
CN107766561A (zh) 音乐推荐的方法、装置、存储介质及终端设备
CN106941624A (zh) 网络视频试看的处理方法和装置
WO2017185611A1 (zh) 一种智能终端的界面显示方法及设备
US9852192B2 (en) Methods, systems, and media for recommending media content
US20180075141A1 (en) Content item usage based song recommendation
CN104090921B (zh) 多媒体文件播放方法、装置、终端及服务器
CN106210899A (zh) 内容推荐方法和装置、电子设备
US20140208219A1 (en) Display apparatus and method for providing customer-built information using the same
US20150128071A1 (en) System and method for providing social network service
CN107301585A (zh) 一种基于实时动态交互式场景应用的推荐方法、系统及设备
US20250024538A1 (en) Proximity Based Personalization Of A Computing Device
CN109040451A (zh) 一种控制设备使用的方法、装置、终端设备及存储介质
WO2017185604A1 (zh) 一种智能终端的界面显示方法及设备
US10503776B2 (en) Image display apparatus and information providing method thereof
US20150135218A1 (en) Display apparatus and method of controlling the same
CN107563851A (zh) 应用推荐方法、装置、终端及存储介质
US20220335101A1 (en) Device for generating user profile and system comprising the device
US9693112B2 (en) Remote control system for a smart television

Legal Events

Date Code Title Description
NENP Non-entry into the national phase

Ref country code: DE

121 Ep: the epo has been informed by wipo that ep was designated in this application

Ref document number: 16900121

Country of ref document: EP

Kind code of ref document: A1

122 Ep: pct application non-entry in european phase

Ref document number: 16900121

Country of ref document: EP

Kind code of ref document: A1