WO2017185612A1

WO2017185612A1 - A smart terminal, remote control and recommendation method and system

Info

Publication number: WO2017185612A1
Application number: PCT/CN2016/099962
Authority: WO
Inventors: 王智; 李江通
Original assignee: 乐视控股（北京）有限公司; 乐视致新电子科技（天津）有限公司
Priority date: 2016-04-28
Filing date: 2016-09-23
Publication date: 2017-11-02
Also published as: CN105959749A

Abstract

The present invention relates to the technical field of videos. A smart terminal, remote control and recommendation method and system, wherein said recommendation method comprises: receiving a first instruction sent by the remote control, the first instruction containing fingerprint information captured by the remote control; identifying the fingerprint information; when the fingerprint information is identified to match pre-stored fingerprint information of a first user, generating and displaying display content recommended for the first user according to a usage record of the first user within a historical period; the usage record of the first user within the historical period is usage information of the first user which is recorded following the first user being identified by the fingerprint information thereof during the historical period. User fingerprint information is captured by a remote control, and identification of fingerprint information is carried out by a smart terminal, as such a specific user who matches with the fingerprint information may be determined, and programs may be recommended to the specific user on the basis of his or her historical usage records. The present invention allows for different users to be identified, and for personalized program recommendations to be made to said users, thus improving the accuracy of the recommendations made by smart terminals.

Description

Intelligent terminal, remote controller, recommendation method and system

This application claims the priority of the Chinese patent application filed on April 28, 2016, submitted to the Intellectual Property Office of the People's Republic of China, application number 201610280342.2, and the invention name is “an intelligent terminal, remote control, recommended method and system”. The content is incorporated herein by reference.

Technical field

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.

Background technique

In recent years, due to the multi-information of radio and television, the number of TV programs is increasing. With the diversification of TV programs, people's demands for TV viewing are also increasing. The emergence of smart TVs has brought the information industry into the era of intelligence. .

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. Referring to the introduction information of the program, the user can make a differential selection of the recommended program according to different types of television programs. However, this traditional recommendation method is very passive. When 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.

With the rapid development of TV program recommendation technology, intelligent recommendation of TV programs based on big data or user personal habits has become very common. However, in the process of implementing the present application, the inventor has found that at least the following problems exist in the prior art: in a recommended scene of a television program, for a scene in which one family shares a television, the intelligent recommendation of the television program often cannot be accurately matched to the current Use a single user of the TV. Therefore, the current smart TV program recommendation has a problem that the accuracy is not high enough.

Summary of the invention

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:

Receiving a first instruction sent by the remote controller, where the first instruction includes fingerprint information collected by the remote controller;

Identifying the fingerprint information;

When the fingerprint information is matched with the fingerprint information of the first user stored in advance, 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.

In the embodiment of the present invention, 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.

Collecting fingerprint information of the user;

Sending a first instruction to the smart terminal, where the first instruction includes fingerprint information collected by the remote controller.

In the embodiment of the present invention, 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:

Receiving a first instruction of the remote controller, where 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;

Obtaining a usage record of the first user in a historical time period according to the identifier information of the first user; 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.

In the embodiment of the present invention, 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. 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.

Collect and identify the fingerprint information of the user;

When the fingerprint information is matched with the fingerprint information of the first user stored in advance, 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.

In the embodiment of the present invention, 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. An instruction including the identification information of the specific user, instructing the smart TV to recommend, according to the usage record of the specific user in the historical time period, a television program matching the user for the specific user, such as a desktop matching the operation habit of the user, or A television program that matches the viewing habits 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.

For the first recommendation method provided by the embodiment of the present invention, 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.

For the first recommendation method provided by the embodiment of the present invention, an embodiment of the present invention provides an intelligent terminal, including: a transceiver, at least one processor;

a memory communicatively coupled to the at least one processor; wherein

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:

Identifying the fingerprint information received by the transceiver; and when identifying that the fingerprint information matches the fingerprint information of the first user stored in advance, according to the usage record of the first user in a 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 recorded after the first user is identified by the fingerprint information in the historical time period The usage information of the first user;

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.

Further, 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.

Further, 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.

Further, 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 .

Further, 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.

In the embodiment of the present invention, 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.

For the first recommendation method provided by the embodiment of the present invention, 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 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.

For the first recommendation method provided by the embodiment of the present invention, 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.

In the embodiment of the present invention, 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.

For the second recommendation method provided by the embodiment of the present invention, 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;

And 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

a memory communicatively coupled to the at least one processor; wherein

Obtaining a usage record of the first user in a historical time period according to the identifier information of the first user; 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.

Further, 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.

Further, 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:

Determining, according to the identifier information of the first user and the operation level information of the first user, that the operation level of the first user is lower than a set value, according to a preset setting, the user operation level is lower than a set value. The user's usage restrictions add restrictions to some of the programs in the program list.

Further, the transceiver is further configured to:

Receiving 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 information.

In the embodiment of the present invention, 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. 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.

For a second recommendation method provided by the embodiment of the present invention, 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.

Further, 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;

a memory communicatively coupled to the at least one processor; wherein

When the fingerprint identifier recognizes that the fingerprint information matches the fingerprint information of the first user stored in advance, 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.

Further, 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.

Further, 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.

Based on the same inventive concept, 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.

Based on the same inventive concept, 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 When the computer executable instructions are executed by a computer, the computer is caused to execute an interface display method of any one of the above smart terminals.

In the embodiment of the present invention, 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. 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.

For the second recommendation method provided by the embodiment of the present invention, 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.

DRAWINGS

In order to more clearly illustrate the embodiments of the present invention or the technical solutions in the prior art, a brief description of the drawings used in the embodiments or the prior art description will be briefly described below. Obviously, the drawings in the following description It is a certain embodiment of the present invention, and other drawings can be obtained from those skilled in the art without any creative work.

1 is a schematic diagram of a flow of a first recommendation method according to an embodiment of the present invention;

2 is a schematic diagram of a second recommendation method according to an embodiment of the present invention;

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.

detailed description

The technical solutions in the embodiments of the present invention will be clearly and completely described in conjunction with the drawings in the embodiments of the present invention. It is a partial embodiment of the invention, and not all of the embodiments. All other embodiments obtained by those skilled in the art based on the embodiments of the present invention without creative efforts are within the scope of the present invention.

In order 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 invention provides an intelligent terminal, a remote controller, a recommendation method and a system, to improve the program recommendation accuracy of the smart TV.

Specifically, in the embodiment of the present invention, the present invention provides a recommendation method for two different application scenarios:

In the first application scenario, 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.

In the second application scenario, 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. 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.

Example 1

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.

For the above method flow, the intelligent terminal involved may be a smart TV or other display device capable of acquiring fingerprint information through a remote controller.

For the remote controller of the above method flow, the following description is made:

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.

In an implementation manner, 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.

In an implementation manner, after receiving the fingerprint identification instruction sent by the smart terminal, the remote controller sets the fingerprint identification area to a power-on state, and starts collecting fingerprint information. In a scenario where fingerprint collection is not required, 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.

Before the above method flow, the smart terminal records the fingerprint information of each user. When the user uses the smart terminal for the first time, 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. For example, 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. For another example, 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. After the fingerprint information is successfully entered for the first time, 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. When the user uses the smart terminal again, 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.

In step 101, 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. After the remote controller collects the fingerprint information, the fingerprint information may also be encrypted and then sent to the smart terminal.

In step 102, 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.

In 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.

In step 103, 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. According to the above method, when the father inputs the fingerprint through the remote controller, 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. When 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.

In step 103, 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 following describes the recommendation process of the smart TV to display the first user: when the usage record of the first user in the historical time period (such as within one month) includes the historical operation habit of the first user, the smart TV is based on the first user. 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.

Of course, the method for performing program recommendation in the embodiment of the present invention is not limited to the above example. For example, after the smart TV counts different program types viewed by the first user from the historical viewing record of the first user, each program type needs to be counted. The viewing time ratio of each program in the middle, the viewing time ratio 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%. Although 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.

Wherein, if the recommendation priority is set to five levels, 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.

It is worth noting that 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. Compared with the existing method of recommending programs according to customized programs, the above recommendation method is more flexible and can dynamically adapt to changes in user preferences.

Further, in the above step 103, after the smart terminal recognizes that the received fingerprint information matches the fingerprint information of the first user stored in advance, 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.

It is worth noting that, in an achievable manner, 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. In an achievable manner, 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. In an achievable manner, 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.

Further, after the foregoing step 103, 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.

For example, after the first user enters the fingerprint information, 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.

In the above method flow, 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:

First, 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.

Second, because 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.

Third, after the smart terminal performs the storage of the user's fingerprint information and the identification of the user's fingerprint information, after determining the specific user using the smart terminal, 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.

In the embodiment of the present invention, 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.

Example 2

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.

In this embodiment, 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.

In the foregoing step 201, 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.

In this application scenario, 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.

The process of the recommendation of the smart TV to the display interface of the first user and the recommendation of the smart TV to the television program of the first user are described in the above embodiments, and are not described here.

It is worth noting that in this application scenario, 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.

It should be noted that 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.

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.

When the first user uses the smart terminal, 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. When the first user uses the smart terminal again, 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.

Further, in the foregoing method, 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.

In a specific implementation, in an achievable manner, 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. In an achievable manner, 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. In an achievable manner, 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.

Further, 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.

Example 3

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 FIG. 3, the recommended method flow on the remote controller side specifically includes:

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.

In this embodiment, the identification information of the first user may be a unique identification number generated by the remote controller for the first user.

In this application scenario, 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.

For the remote control, the following instructions are made:

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.

In practical applications, 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. A fingerprint feature code for collecting and identifying a fingerprint entered by a user.

The fingerprint information of each user is pre-recorded in the remote controller. 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.

When the first user re-enters the fingerprint using the smart terminal, 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. When the first user uses the smart terminal again, 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.

Further, 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.

In an achievable manner, 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. In an achievable manner, 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.

Further, based on the fingerprint category distinguished by the remote controller, the first instruction sent by the remote controller to the smart terminal may further include operation level information of the first user.

Further, 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 following description is made for the above intelligent terminal:

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 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 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.

For the foregoing method, 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.

As shown in FIG. 4, 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 processing module 403 is configured to:

Determining, according to the historical operation habit of the first user, an interface element that is preferred by the first user;

And displaying, according to the interface element of the first user preference, a display interface recommended to the first user.

The processing module 403 is configured to:

Counting different program types viewed by the first user from the historical viewing record of the first user, and a viewing frequency of each program type;

Determining a recommendation priority of each program type according to the viewing frequency of each program type;

Determining a candidate program type whose recommendation priority satisfies a set threshold, and acquiring current program information that matches the candidate program type;

And generating the program list according to the obtained current program information.

Further, the processing module 403 is specifically configured to:

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;

Determining 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 the set value, 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.

Further, 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.

For the specific implementation manner of the foregoing smart terminal, refer to Embodiment 1. In the embodiment of the present invention, a related function module can be implemented by a hardware processor.

Based on the same inventive concept, as shown in FIG. 5, 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.

Further, 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.

Further, 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. For the specific implementation of the above remote controller, refer to Embodiment 1.

Based on the same inventive concept, as shown in FIG. 6, 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.

For the specific implementation manner of the smart terminal and the remote controller in the embodiment of the present invention, refer to Embodiment 1. In the embodiment of the present invention, 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 processing module 703 is specifically configured to:

Further, 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.

Further, 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.

For the specific implementation manner of the intelligent terminal in the embodiment of the present invention, refer to Embodiment 2. In the embodiment of the present invention, a related function module can be implemented by a hardware processor.

Based on the same inventive concept, 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.

Further, 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.

Further, 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.

For the specific implementation manner of the remote controller, refer to Embodiment 3 in the embodiment of the present invention. In the embodiment of the present invention, a related function module can be implemented by a hardware processor.

Based on the same inventive concept, as shown in FIG. 9, 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.

For the specific implementation manners of the smart terminal and the remote controller in the embodiment of the present invention, refer to Embodiment 2 and Embodiment 3.

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.

Based on the same inventive concept, 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.

In FIG. 10, 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:

(1) 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.

(2) 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.

(3) 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.

(4) Server: A device that provides computing services. 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.

(5) Other electronic devices with data interaction functions.

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.

It may also include a transceiver 1101, an input device 1105, and an output device 1106.

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. For example, 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.

Based on the same inventive concept, 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.

Based on the same inventive concept, 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;

a memory 1103 communicably coupled to the at least one processor; wherein

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 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. Obtaining a usage record of the first user in a historical time period; generating and displaying a display content recommended to the first user according to the usage record of the first user in a historical time period; wherein the first user The usage record during the historical time period is within the historical time period After determining the identification information of the first user, the usage information of the first user is recorded.

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. For technical details that are not described in detail in this embodiment, reference may be made to the method provided by the embodiments of the present application. Based on the same inventive concept, 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.

Based on the same inventive concept, 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 When the computer executable instructions are executed by a computer, the computer is caused to perform any of the above recommended methods.

Through the description of the above embodiments, those skilled in the art can clearly understand that the various embodiments can be implemented by means of software plus a necessary general hardware platform, and of course, by hardware. Based on such understanding, the above-described technical solutions may be embodied in the form of software products in essence or in the form of software products, which may be stored in a computer readable storage medium such as ROM/RAM, magnetic Discs, optical discs, etc., include instructions for causing a computer device (which may be a personal computer, server, or network device, etc.) to perform the methods described in various embodiments or portions of the embodiments.

It should be noted that the above embodiments are only used to illustrate the technical solutions of the present invention, and are not limited thereto; although the present invention has been described in detail with reference to the foregoing embodiments, those skilled in the art should understand that The technical solutions described in the foregoing embodiments are modified, or the equivalents of the technical features are replaced. The modifications and substitutions do not depart from the spirit and scope of the technical solutions of the embodiments of the present invention.

Claims

A recommended method, comprising:

Receiving a first instruction sent by the remote controller, where the first instruction includes fingerprint information collected by the remote controller;

Identifying the fingerprint information;

When the fingerprint information is matched with the fingerprint information of the first user stored in advance, 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 method of claim 1 wherein said usage record comprises historical operating habits of said 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, including:

Determining, according to the historical operation habit of the first user, an interface element that is preferred by the first user;

And displaying, according to the interface element of the first user preference, a display interface recommended to the first user.
The method of claim 1 wherein said usage record comprises a historical viewing record of said first user;

And generating, according to the usage record of the first user in the set time period, the display content recommended to the first user, including:

Counting different program types viewed by the first user from the historical viewing record of the first user, and a viewing frequency of each program type;

Determining a recommendation priority of each program type according to the viewing frequency of each program type;

Determining a candidate program type whose recommendation priority satisfies a set threshold, and acquiring the candidate program class Type matching current program information;

And generating the program list according to the obtained current program information.
The method according to claim 3, wherein after the fingerprint information is matched with the fingerprint information of the first user stored in advance, the method further includes:

Determining a fingerprint type corresponding to the fingerprint information of the first user;

Determining 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 method according to claim 1, wherein after the displaying the display content recommended to the first user, the method further comprises:

Receiving a second instruction sent by the remote controller, where the second instruction is generated according to a shortcut key operation of the first user;

And acquiring, according to the second instruction, display content that matches the shortcut key operation of the first user, where the smart terminal stores display content corresponding to each shortcut key operation preset by the first user .
A recommended method, comprising:

Collecting fingerprint information of the user;

Sending a first instruction to the smart terminal, where the first instruction includes fingerprint information collected by the remote controller.
The method according to claim 6, wherein after the sending the first instruction to the smart terminal, the method further comprises:

Sending, by the shortcut operation of the first user, the second instruction to the smart terminal, where the second instruction includes the shortcut key operation information of the first user, and 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.
A recommended method, comprising:

Receiving 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 fingerprint information and the advance after collecting the fingerprint information of the user Sent when the stored fingerprint information of the first user matches;

Obtaining a usage record of the first user in a historical time period according to the identifier information of the first user; 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 method of claim 8 wherein said usage record comprises historical operating habits of said 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, including:

Determining, according to the historical operation habit of the first user, an interface element that is preferred by the first user;

And displaying, according to the interface element of the first user preference, a display interface recommended to the first user.
The method of claim 8 wherein said usage record comprises a historical viewing record of said first user;

And generating, according to the usage record of the first user in the set time period, the display content recommended to the first user, including:

Counting different program types viewed by the first user from the historical viewing record of the first user, and a viewing frequency of each program type;

Determining a recommendation priority of each program type according to the viewing frequency of each program type;

Determining a candidate program type whose recommendation priority satisfies a set threshold, and acquiring current program information that matches the candidate program type;

And generating the program list according to the obtained current program information.
The method of claim 9 wherein said first instruction further comprises The operation level information of the first user; after the receiving the first instruction of the remote controller, the method further includes:

Determining, according to the identifier information of the first user and the operation level information of the first user, that the operation level of the first user is lower than a set value, according to a preset setting, the user operation level is lower than a set value. The user's usage restrictions add restrictions to some of the programs in the program list.
The method of claim 8 further comprising:

Receiving a second instruction sent by the remote controller, where the second instruction is generated according to a shortcut key operation of the first user;

And acquiring, according to the second instruction, display content that matches the shortcut key operation of the first user, where the smart terminal stores a display corresponding to each shortcut key operation information preset by the first user content.
A recommended method, comprising:

The remote controller collects and recognizes the fingerprint information of the user;

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 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 method according to claim 13, wherein the first instruction further includes operation level information of the first user; and the remote controller sends the first instruction to the smart terminal before the method further include:

The remote controller determines a fingerprint type corresponding to the fingerprint information of the first user according to the fingerprint information of the first user;

The remote controller determines according to a correspondence between a pre-stored fingerprint type and a user operation level. The level of operation of the first user.
The method according to claim 13, wherein after the remote controller sends the first instruction to the smart terminal, the method further includes:

The remote controller sends 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 to instruct the smart terminal to And a second instruction of acquiring and displaying the display content that matches the shortcut operation of the first user.
An intelligent terminal, comprising:

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.
A remote controller, comprising:

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.
A recommendation system, comprising:

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 Identifying the first use recorded by the first user by using fingerprint information User's usage information.
An intelligent terminal, comprising:

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;

And 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.
A remote controller, comprising:

a fingerprint identification module, configured to collect and identify fingerprint information of the user;

a processing module, configured to: when the fingerprint identification module identifies that the fingerprint information matches the fingerprint information of the first user stored in advance, instructing the transceiver module to send a first instruction to the smart terminal, where the first instruction includes the Identification information of the first user;

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.
A recommendation system, comprising:

a remote controller, configured to collect and identify fingerprint information of the user; and when the fingerprint information is matched with the fingerprint information of the first user stored in advance, send a first instruction to the smart terminal, where the first instruction includes the Identification information of the first user;

The smart terminal is configured to receive the first instruction sent by the remote controller; The first user's identification information is used to obtain the usage record of the first user in the historical time period; and 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 the usage information of the first user recorded after determining the identification information of the first user in the historical time period.
An intelligent terminal, comprising:

a transceiver, configured to receive a first instruction sent by a remote controller, where the first instruction includes fingerprint information collected by the remote controller;

a memory for storing a correspondence between user fingerprint information and fingerprint features;

a processor, configured to identify the fingerprint information received by the transceiver; and when identifying that the fingerprint information matches a fingerprint information of a first user stored in advance, according to the first user in a historical time period a usage 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 that the first information is identified by the fingerprint information in the historical time period The usage information of the first user recorded after a user.
A remote controller, comprising:

a fingerprint collector for collecting fingerprint information of a user;

The transceiver is configured to send a first instruction to the smart terminal, where the first instruction includes the collected fingerprint information.
An intelligent terminal, comprising:

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;

a processor, 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,

a memory, configured to record a usage record of the first user;

The processor is further configured to generate, according to the usage record of the first user in a historical time period And displaying the display content recommended to the first user.
A remote controller, comprising:

a fingerprint collector for collecting and identifying fingerprint information of a user;

a processor, configured to: when the fingerprint identifier recognizes that the fingerprint information matches the fingerprint information of the first user stored in advance, instructing the transceiver to send a first instruction to the smart terminal, where the first instruction includes the Identification information of the first user;

The transceiver 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.