CN102905233A - Method and device for recommending terminal function - Google Patents
Method and device for recommending terminal function Download PDFInfo
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- CN102905233A CN102905233A CN2012104134237A CN201210413423A CN102905233A CN 102905233 A CN102905233 A CN 102905233A CN 2012104134237 A CN2012104134237 A CN 2012104134237A CN 201210413423 A CN201210413423 A CN 201210413423A CN 102905233 A CN102905233 A CN 102905233A
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Abstract
The invention discloses a method and a device for recommending a terminal function, which are used for actively recommend terminal function to user which is suitable for the user. The method comprises the following steps of: acquiring the operation information of the use terminal of the user; analyzing the operation information, and determining function recommending information according to the analyzed result; and outputting the function recommending information to the user. The invention also discloses a device for realizing the method.
Description
Technical field
The present invention relates to the mobile communication technology field, relate in particular to method and device that a kind of termination function is recommended.
Background technology
Along with the development of mobile communication technology, the function of portable terminal is also more and more, progressively develops into to integrate from former single call function and converses and the intelligent machine of amusement.Take mobile phone as example, the mobile phone of the nineties only has and connects the function of making a phone call and receiving and dispatching note, now is along with 3G (The 3rd Generation, the 3G (Third Generation) Moblie technology) development of network, cell-phone function also becomes from strength to strength, mobile phone not only has the function of communication, and what make more that the consumer pays close attention to is the recreational and intelligent of mobile phone.Therefore the manufacturer of portable terminal greatly develops the expanding function of portable terminal under the prerequisite that guarantees communication function.
Increasing of mobile terminal function enriched user's experience on the one hand, increased user's enjoyment; Diversified cell-phone function has brought learning burden to the user on the other hand.At present the user learns that the approach of cell-phone function comprises: 1, the user's manual worn of reading terminal, come the learning terminal function to the introduction of termination function and be applied by user's manual.2, the introduction of this terminal correlation function of internet searching, the mode that exchanges by forum obtains relevant knowledge.Yet this dual mode has its limitation.User's manual is introduced termination function for most of users, and its introduction to function is comparatively shallow and assorted, and the user can't find own interested function introduction fast by handbook, and most of user does not like to read user's manual.Along with the continuous updating of termination function, user's manual can't be introduced the new function of releasing of terminal, has hysteresis quality.Obtain the time-consuming again effort of function introduction of terminal by the mode of internet hunt.
Summary of the invention
Method and device that the embodiment of the invention provides a kind of termination function to recommend are used for realizing initiatively recommending to the user suitable this user's terminal capabilities information.
The method that a kind of termination function is recommended may further comprise the steps:
Obtain the operation information that the user uses terminal;
Analyze described operation information, and determine the function recommendation information according to analysis result;
Export described function recommendation information to the user.
According to the user operation of terminal is recommended termination function or the software relevant with user's operation to the user, this recommendation function is pointed, and the information of propelling movement is more accurate, makes terminal more intelligent, improves the experience that the user uses terminal.
Preferably, described acquisition user uses the operation information of terminal to be:
Obtain the operation information that is recorded in the terminal; And/or
Operate the operation information that the acquisition user uses terminal by catching the user.
Preferably, operate and obtain also the operation information that obtains to be recorded as Operation Log after the user uses the operation information of terminal catching the user.
Record that then the user analyzes the operation in this section period to the operation of terminal in a period of time, can better obtain the information such as operating habit, hobby of user's operating terminal, so that the recommendation of termination function is more intelligent, hommization.
Preferably, analyze described operation information, and determine the function recommendation information according to analysis result, comprising:
Operation rules in the described operation information biconditional operation rule base is mated;
Obtain the corresponding function recommendation information of operation rules that the match is successful.
Preferably, described acquisition user uses the operation information of terminal to be:
The user that receiving terminal sends uses the operation information of terminal.
Preferably, analyze described operation information, and determine the function recommendation information according to analysis result, comprising:
Operation rules in the described operation information biconditional operation rule base is mated; Obtain the corresponding function of operation rules that the match is successful and recommend information; Perhaps,
Use the operation information of terminal to mate with other users that obtained described operation information; Obtain function recommendation information corresponding to other users that the match is successful.
The user is compared with other users' operating habit, find termination function or the software of the user's use that has with it identical custom, termination function or software that other users use are recommended the user.So that function is recommended more hommization, the function that users can be liked is recommended this user, improves the practicality of recommending.
Preferably, the operation rules in user's the operation information biconditional operation rule base is mated, the step of obtaining the corresponding function recommendation information of operation rules that the match is successful comprises: determine to classify under the described operation information; The operation rules of corresponding classification in the described operation information biconditional operation rule base is mated; Obtain the corresponding function recommendation information of operation rules that the match is successful;
Described classification comprises rule of conduct class and data rule class;
Described rule of conduct class respective user is used the operation behavior of terminal;
Described data rule class respective user is used the operation content-data pointed of terminal.
Operation information is classified, carry out different analyses for different information types, make analysis more accurate.
Preferably, described user uses the operation behavior of terminal to comprise: the behavior of operation keyboard and gesture operation behavior;
Described operation content-data pointed comprises: the software identification of the software of operation, the telephone number of operation or the web page address of browsing.
The device that a kind of termination function is recommended comprises:
Acquisition module is used for obtaining the operation information that the user uses terminal;
Analysis module is used for analyzing described operation information, and determines the function recommendation information according to analysis result;
Recommending module is used for exporting described function recommendation information to the user.
Described acquisition module obtains the operation information that is recorded in the terminal; And/or, operate the operation information that the acquisition user uses terminal by catching the user.
Described device also comprises: logging modle is used for after described acquisition module capture operation acquisition user uses the operation information of terminal the operation information that obtains being recorded as Operation Log.
Described analysis module mates the operation rules in the described operation information biconditional operation rule base, obtains the corresponding function recommendation information of operation rules that the match is successful.
The user that described acquisition module receiving terminal sends uses the operation information of terminal.
Described analysis module mates the operation rules in the described operation information biconditional operation rule base, obtains the corresponding function recommendation information of operation rules that the match is successful; Perhaps, use the operation information of terminal to mate with other users that obtained described operation information, obtain function recommendation information corresponding to other users that the match is successful.
Described analysis module is determined classification under the described operation information, and the operation rules of corresponding classification in the described operation information biconditional operation rule base is mated, and obtains the corresponding function recommendation information of operation rules that the match is successful.
Described classification comprises rule of conduct class and data rule class.
Described rule of conduct class respective user is used the operation behavior of terminal;
Described data rule class respective user is used the operation content-data pointed of terminal.
Described user uses the operation behavior information of terminal to comprise: the behavior of operation keyboard and gesture operation behavior;
Described operation content-data pointed comprises: the software identification of the software of operation, the telephone number of operation or the web page address of browsing.
The further feature of the embodiment of the invention and advantage will be set forth in the following description, and, partly from specification, become apparent, perhaps understand by implementing the embodiment of the invention.The purpose of the embodiment of the invention and other advantages can realize and obtain by specifically noted structure in the specification of writing, claims and accompanying drawing.
Below by drawings and Examples, the technical scheme of the embodiment of the invention is described in further detail.
Description of drawings
Accompanying drawing is used to provide the further understanding to the embodiment of the invention, and consists of the part of specification, does not consist of the restriction to the embodiment of the invention.In the accompanying drawings:
Fig. 1 is the first method flow chart that termination function is recommended in the embodiment of the invention;
Fig. 2 is the second method flow chart that termination function is recommended in the embodiment of the invention;
Fig. 3 is the third method flow diagram that termination function is recommended in the embodiment of the invention;
Fig. 4 is the first structure drawing of device that termination function is recommended in the embodiment of the invention;
Fig. 5 is the second structure drawing of device that termination function is recommended in the embodiment of the invention.
Embodiment
Below in conjunction with accompanying drawing and preferred embodiment the embodiment of the invention is described, should be appreciated that preferred embodiment described herein only is used for the description and interpretation embodiment of the invention, is not intended to limit the present invention embodiment.
Referring to Fig. 1, the first method flow process that termination function is recommended in the embodiment of the invention is as follows:
Step 101: obtain the operation information that the user uses terminal.
When the user operated terminal, terminal caught user's operation, then can record user's operation information, and was stored in terminal with the form of Operation Log.
Further, the recording interval that recording user uses the operation information of terminal can be set, the only significant operation of recording user, and ignore user's useless operation, such as the phone of each software, the phone of dialing, the game of object for appreciation, the webpage of browsing or the refusal that uses of recording user only etc., can reduce redundant data like this.
Described useless operation, what refer to the user scarifying screen and the operation that do not produce any result, although perhaps the user scarifies the screen operation and produced correlated results, the operation that the result that the user will occur again at once closes.
The all operations of user's operating terminal all can certainly be carried out record.
This step can be finished by terminal, and terminal is directly obtained the operation information that the user who has recorded uses terminal, and the concrete user that can obtain record in the setting-up time section uses the operation information of terminal.
This step also can be finished by server, after allowing through the user, the user that terminal will record uses the operation information of terminal to send to server, make server obtain the operation information that the user uses terminal, the concrete user that can obtain record in the setting-up time section uses the operation information of terminal.
As a kind of interchangeable execution mode, also can after capturing user operation, namely be finished the operation of this step by terminal or server, this moment is follow-up will carry out real-time analysis, rather than analyze for the operation information that has recorded in the setting-up time section.
Step 102: analyze described operation information, and determine the function recommendation information according to analysis result.
This step can be finished by terminal.Terminal analysis user uses the operation information of terminal, specifically the operation information of acquisition and the rule in self rule base are mated, if the operation information that obtains meets certain rule in the rule base, then will be to exporting to the user by regular function recommendation information.The rule base of above-mentioned terminal self can be surfed the Net and be upgraded, also can server automatically retrieval or obtain new rule according to predetermined way after, then the new regulation that reception server sends is updated to self rule base.
This step also can be finished by server.Server can have multiple analysis mode this moment: the first, the user that the server analysis is obtained uses the operation information of terminal, the operation information that obtains and the rule in the rule server storehouse are mated, if the operation information that obtains meets certain rule in the rule base, then extract the corresponding function recommendation information of this rule; The second, because server has been collected operation information and the preservation of transmitting on a large number of users, so server can be searched for the function recommendation information relevant with this same operation custom of other users' uses with same operation custom.Server can automatically be retrieved or obtain new rule according to predetermined way, then is updated in the rule server storehouse.
Above-mentioned by in terminal or the mode by the server realization, when the operation rules in the operation information biconditional operation rule base that will obtain mates, classification under the operation information that can also determine first to obtain, the operation rules of corresponding classification in the operation information biconditional operation rule base that obtains is mated, obtain the corresponding function recommendation information of operation rules in the rule base that the match is successful; Wherein, described classification comprises rule of conduct class and data rule class, hereinafter will the classification here be described in detail.
Step 103: export described function recommendation information to the user.
Behind definite function recommendation information, export this function recommendation information to the user, namely recommend corresponding termination function to the user.
Further, can also be when showing recommendation information to the user, the shortcut of opening the corresponding terminal function and the chained address of related software are provided.
Referring to Fig. 2, the second method that termination function is recommended in the embodiment of the invention is recommended by the terminal practical function.
Set up in advance the rule base of operation rules.
Concrete, difference according to operation can be classified the operation rules in the rule base, as the operation rules in the rule base is divided into: use the relevant data rule class of the operation behavior purpose of terminal with the user to the relevant rule of conduct class of the operation behavior of terminal itself with the user; All comprise a plurality of rules in every rule-like, and have corresponding termination function or software corresponding with operation rules.
Described rule of conduct rule-like refers to that the user uses terminal operation behavior rule itself.Comprise: the behavior of operation keyboard and gesture operation behavior.For example, the rule of the input operation during input characters (using Pinyin Input, stroke input etc. when handwriting input or key-press input, key-press input), search the operation rules (input surname phonetic searches or sliding slider is searched) of contact person in the telephone directory etc.
Described data rule rule-like refers to operate content-data rule pointed.Comprise the telephone number of the game identifier of the game of the software identification of the each software that uses of user, the telephone number of dialing, object for appreciation, the web page address (can be specially the URL of webpage) of browsing or refusal etc.
Concrete, the rule in the rule base can be divided into the N class, each rule-like all comprises n rule, the function recommendation informations such as the corresponding corresponding termination function of each rule or software.
Rule base such as table 1: wherein, any two function recommendation informations can be identical.
Table 1
For example the category-A rule is the rule of conduct class, A
1Use handwriting input, T during for user's input characters
1For the software identification of handwriting input or be set to give tacit consent to the function recommendation information of input mode for handwriting input.
Concrete, also the rule of rule base can be divided into the N class, each rule-like also is divided into the little rule of M class, and the little rule of each M class can also comprise the rule that the P class is less, by that analogy.
Flow process shown in Figure 2 comprises the steps:
Step 201: the user who obtains record uses the operation information of terminal.
Concrete, the user uses the operation information of terminal to comprise operation behavior information and operation content-data information pointed.
Concrete, operation behavior information refers to that the user uses the information of terminal operation behavior itself.Comprise: the behavior of operation keyboard and gesture operation behavior.For example, the input operation during input characters (using Pinyin Input, stroke input etc. when handwriting input or key-press input, key-press input), search the operation (input surname phonetic searches or sliding slider is searched) of contact person in the telephone directory etc.
Operate the target data that content-data information pointed refers to user's operating terminal.Comprise: the software identification of the software of operation, the telephone number of operation or the web page address of browsing.
Step 202: the user is used the operation rules in the operation information biconditional operation rule base of terminal mate, obtain the corresponding function recommendation information of operation rules in the rule base that the match is successful.
Concrete, according to user's operation, the operation information that finds user's operating terminal belongs to certain rule-like in the rule base, then finds concrete certain rule that belongs in this rule-like, obtains the function recommendation information corresponding with this rule.
For example, through searching contrast, the operation that finds the user belongs to the category-A rule, concrete belongs to regular A
1, then obtain and A
1Corresponding function recommendation information T
1
Step 203: to user's output function recommendation information.
Referring to Fig. 3, in the third method that termination function is recommended in the embodiment of the invention, send to server by the user being used the operation information of terminal, obtain the associated terminal function by server, recommend the user.
Flow process shown in Figure 3 comprises the steps:
Step 301: use the operation information of terminal to send to server the user.
In this step, in the situation that the user allows, use the operation information of terminal to upload to server in the network user.Terminal can inquire regularly whether the user sends to server to obtain more recommendation information with operation information.
Step 302: from server obtain after the server analysis, obtain use the relevant function recommendation information of the operation information of terminal with the user.
Server can be analyzed in several ways.
The first, server uses the operation information of terminal and the rule in the rule server storehouse to mate the user, if the user uses certain rule in the operation information matching rule base of terminal, then extracts the corresponding function recommendation information of this rule.For example, the server analysis learns that this user watches Internet video through the terminal of being everlasting, then server extracts corresponding with it function recommendation information for this operation information, and the function of recommending can be that the client of logging in network video is added to desktop or recommended up-to-date network video player.
The second, because server has been collected the operation information that transmits on a large number of users and has been preserved, therefore terminal is uploaded after the operation information that the user uses terminal, and server can be searched for this user has the function relevant with this same operation custom that other users of same operation custom use.For example, the server analysis is found just to hang up before the user that is everlasting answers when the corresponding calling terminal of certain telephone number is made a phone call to the user, and this number plays same harassing call also often for other users, and some user shields this number as blacklist, then server mates the blacklist function, recommend the user to utilize mobile phone blacklist function, this number is joined in the blacklist.
Step 303: the relevant function recommendation information of operation information that uses terminal to user output and user.
Concrete, if during the function that function corresponding to function recommendation information is terminal itself has by oneself, then provide simultaneously the shortcut of opening this function; If the function that recommendation information is corresponding is new software or need to downloads the program that obtains from the Internet, then can provide corresponding network linking address.
Referring to Fig. 4, the device that the first termination function in the embodiment of the invention is recommended, this device comprises: acquisition module 401, analysis module 402 and recommending module 403.
Concrete, described acquisition module 401 obtains the user and uses the operation information of terminal to comprise: the operation behavior information of user's operating terminal and the operation of user's operating terminal content-data information pointed.Described operation behavior information comprises: the behavior of operation keyboard and gesture operation behavior; Operating content-data information pointed comprises: the software identification of the software of operation, the telephone number of operation or the web page address of browsing.
When described device was positioned at terminal one side, acquisition module 401 obtained the operation information that is recorded in the terminal; And/or, operate the operation information that the acquisition user uses terminal by catching the user.
When described device was positioned at server one side, the user that acquisition module 401 receiving terminals send used the operation information of terminal.
Concrete, analysis module 402 determines that the user uses the affiliated classification of operation information of terminal, the user is used the operation rules of corresponding classification in the operation information biconditional operation rule base of terminal mate, obtain the corresponding function recommendation information of operation rules in the rule base that the match is successful.Wherein, described classification comprises rule of conduct class and data rule class.
Concrete, when analysis module 402 is present in server one side, analysis module 402 can also with on the user transmitted use the operation information of terminal and other users that preserved to use the operation information of terminal to mate; Obtain consistent function recommendation information corresponding to other users of coupling.
Concrete, the rule in the rule base of terminal one side and server one side can be upgraded.
Recommending module 403 is used for exporting described function recommendation information to the user.
Concrete, after analysis module 402 obtained the function recommendation information, recommending module 403 showed the function recommendation information that obtains in terminal.In user's display function recommendation information, can also provide open the corresponding terminal function shortcut and the chained address of related software.
Referring to Fig. 5, the structural representation of the device that the second termination function is recommended in the embodiment of the invention, on the basis of structure shown in Figure 4, this device also comprises logging modle 501.
Concrete, acquisition module 401 captures after the operation that the user uses terminal, is recorded user's operation by logging modle 501.The recording interval that logging modle 501 recording users use the operation information of terminal can be set, only record and obtain the relevant user of termination function operation, such as the phone of being arranged to each software, the phone of dialing, the game of object for appreciation, the webpage of browsing or the refusal that uses of recording user etc.The all operations of user's operating terminal all can certainly be carried out record.
Those skilled in the art should understand, the embodiment of the invention can be provided as method, system or computer program.Therefore, the embodiment of the invention can adopt complete hardware implementation example, complete implement software example or in conjunction with the form of the embodiment of software and hardware aspect.And the embodiment of the invention can adopt the form of the computer program of implementing in one or more computer-usable storage medium (including but not limited to magnetic disc store and optical memory etc.) that wherein include computer usable program code.
The embodiment of the invention is that flow chart and/or the block diagram of reference method, equipment (system) and computer program described.Should understand can be by the flow process in each flow process in computer program instructions realization flow figure and/or the block diagram and/or square frame and flow chart and/or the block diagram and/or the combination of square frame.Can provide these computer program instructions to the processor of all-purpose computer, special-purpose computer, Embedded Processor or other programmable data processing device producing a machine, so that the instruction of carrying out by the processor of computer or other programmable data processing device produces the device that is used for realizing in the function of flow process of flow chart or a plurality of flow process and/or square frame of block diagram or a plurality of square frame appointments.
These computer program instructions also can be stored in energy vectoring computer or the computer-readable memory of other programmable data processing device with ad hoc fashion work, so that the instruction that is stored in this computer-readable memory produces the manufacture that comprises command device, this command device is realized the function of appointment in flow process of flow chart or a plurality of flow process and/or square frame of block diagram or a plurality of square frame.
These computer program instructions also can be loaded on computer or other programmable data processing device, so that carry out the sequence of operations step producing computer implemented processing at computer or other programmable devices, thereby be provided for realizing the step of the function of appointment in flow process of flow chart or a plurality of flow process and/or square frame of block diagram or a plurality of square frame in the instruction that computer or other programmable devices are carried out.
Obviously, those skilled in the art can carry out various changes and modification to the embodiment of the invention and not break away from its spirit and scope.Like this, if these of the embodiment of the invention are revised and modification belongs within the scope of claim and equivalent technologies thereof, then the embodiment of the invention also is intended to comprise these changes and modification interior.
Claims (18)
1. the method that termination function is recommended is characterized in that, may further comprise the steps:
Obtain the operation information that the user uses terminal;
Analyze described operation information, and determine the function recommendation information according to analysis result;
Export described function recommendation information to the user.
2. the method for claim 1 is characterized in that, described acquisition user uses the operation information of terminal to be:
Obtain the operation information that is recorded in the terminal; And/or
Operate the operation information that the acquisition user uses terminal by catching the user.
3. method as claimed in claim 2 is characterized in that, described seizure user operates the acquisition user and uses after the operation information of terminal, and the method also comprises: the operation information that obtains is recorded as Operation Log.
4. method as claimed in claim 2 is characterized in that, analyzes described operation information, and determines the function recommendation information according to analysis result, comprising:
Operation rules in the described operation information biconditional operation rule base is mated;
Obtain the corresponding function recommendation information of operation rules that the match is successful.
5. the method for claim 1 is characterized in that, described acquisition user uses the operation information of terminal to be:
The user that receiving terminal sends uses the operation information of terminal.
6. method as claimed in claim 5 is characterized in that, analyzes described operation information, and determines the function recommendation information according to analysis result, comprising:
Operation rules in the described operation information biconditional operation rule base is mated; Obtain the corresponding function recommendation information of operation rules that the match is successful; Perhaps,
Use the operation information of terminal to mate with other users that obtained described operation information; Obtain function recommendation information corresponding to other users that the match is successful.
7. such as claim 4 or 6 described methods, it is characterized in that, the operation rules in the described operation information biconditional operation rule base mated, obtain the corresponding function recommendation information of operation rules that the match is successful, comprising:
Determine to classify under the described operation information;
The operation rules of corresponding classification in the described operation information biconditional operation rule base is mated;
Obtain the corresponding function recommendation information of operation rules that the match is successful.
8. method as claimed in claim 7 is characterized in that, described classification comprises: rule of conduct class and data rule class;
Described rule of conduct class respective user is used the operation behavior of terminal;
Described data rule class respective user is used the operation content-data pointed of terminal.
9. method as claimed in claim 8 is characterized in that, described user uses the operation behavior of terminal to comprise: the behavior of operation keyboard and gesture operation behavior;
Described operation content-data pointed comprises: the software identification of the software of operation, the telephone number of operation or the web page address of browsing.
10. the device that termination function is recommended is characterized in that, comprising:
Acquisition module is used for obtaining the operation information that the user uses terminal;
Analysis module is used for analyzing described operation information, and determines the function recommendation information according to analysis result;
Recommending module is used for exporting described function recommendation information to the user.
11. device as claimed in claim 10 is characterized in that, described acquisition module obtains the operation information that is recorded in the terminal; And/or, operate the operation information that the acquisition user uses terminal by catching the user.
12. device as claimed in claim 11 is characterized in that, this device also comprises logging modle, is used for catching the user at described acquisition module and operates and obtain the operation information that obtains to be recorded as Operation Log after the user uses the operation information of terminal.
13. device as claimed in claim 11 is characterized in that, described analysis module mates the operation rules in the described operation information biconditional operation rule base, obtains the corresponding function recommendation information of operation rules that the match is successful.
14. device as claimed in claim 10 is characterized in that, the user that described acquisition module receiving terminal sends uses the operation information of terminal.
15. device as claimed in claim 14 is characterized in that, described analysis module mates the operation rules in the described operation information biconditional operation rule base, obtains the corresponding function recommendation information of operation rules that the match is successful; Perhaps, use the operation information of terminal to mate with other users that obtained described operation information, obtain function recommendation information corresponding to other users that the match is successful.
16. such as claim 13 or 15 described devices, it is characterized in that, described analysis module is determined classification under the described operation information, and the operation rules of corresponding classification in the described operation information biconditional operation rule base is mated, and obtains the corresponding function recommendation information of operation rules that the match is successful.
17. device as claimed in claim 16 is characterized in that, described classification comprises: rule of conduct class and data rule class;
Described rule of conduct class respective user is used the operation behavior of terminal;
Described data rule class respective user is used the operation content-data pointed of terminal.
18. device as claimed in claim 17 is characterized in that, described user uses the operation behavior of terminal to comprise: the behavior of operation keyboard and gesture operation behavior;
Described operation content-data pointed comprises: the software identification of the software of operation, the telephone number of operation or the web page address of browsing.
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| CN110515791A (en) * | 2018-05-21 | 2019-11-29 | 珠海格力电器股份有限公司 | A kind of data interactive method, equipment and computer can storage mediums |
| CN111782061A (en) * | 2020-06-30 | 2020-10-16 | 北京百度网讯科技有限公司 | Method and device for recommending input mode of smart watch |
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| CN104636164A (en) * | 2015-01-29 | 2015-05-20 | 小米科技有限责任公司 | Generating method and device for starting page |
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| CN111782061A (en) * | 2020-06-30 | 2020-10-16 | 北京百度网讯科技有限公司 | Method and device for recommending input mode of smart watch |
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