CN109101292A - A kind of terminal shortcut operation method and system - Google Patents
A kind of terminal shortcut operation method and system Download PDFInfo
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- CN109101292A CN109101292A CN201810859158.2A CN201810859158A CN109101292A CN 109101292 A CN109101292 A CN 109101292A CN 201810859158 A CN201810859158 A CN 201810859158A CN 109101292 A CN109101292 A CN 109101292A
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- G06F9/06—Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
- G06F9/44—Arrangements for executing specific programs
- G06F9/445—Program loading or initiating
- G06F9/44505—Configuring for program initiating, e.g. using registry, configuration files
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Abstract
The embodiment of the present application discloses a kind of terminal shortcut operation method and system, is related to intelligent terminal technical field.The described method includes: obtaining the courses of action and Trigger Function of terminal user；Vector is converted by the courses of action and Trigger Function and is corresponded；Generate neural network model；Obtain the real time operation of terminal user；According to the model, the objective function of terminal user is jumped.The terminal shortcut operation method and system of the application, by obtaining the courses of action and Trigger Function of terminal user, training neural network model improves user experience according to the real time operation jump target function of terminal user to realize terminal prompt operation.
Description
Technical field
This application involves intelligent terminal technical field more particularly to terminal shortcut operation method and systems.
Background technique
With the rapid development of the communication technology, people's lives, work etc. are ceased with intelligent terminal (for example, communication terminal etc.)
Manner of breathing closes.Currently, the function of intelligent terminal is gradually diversified, however, the function of intelligent terminal is promoted with hierarchical, terminal user
Corresponding objective function can just be found by generally requiring multi-pass operation, and operating process is very cumbersome, reduce user experience.In addition, needle
To a certain specific user demand, user generally requires repeatedly to search corresponding objective function repeatedly, causes user tired in repetition
The operating process of redundancy.
Accordingly, it is desired to provide a kind of terminal shortcut operation method and system, by obtain terminal user courses of action and
Trigger Function generates neural network model, according to the real time operation jump target function of terminal user, to realize that terminal is fast grasped
Make, improves user experience.
Summary of the invention
According to some embodiments of the present application in a first aspect, a kind of terminal shortcut operation method is provided, applied to eventually
It holds in (for example, electronic equipment etc.), the method may include: obtain the courses of action and Trigger Function of terminal user；By institute
It states courses of action and Trigger Function is converted into vector and corresponds；Generate neural network model；Obtain the instant of terminal user
Operation；According to the model, the objective function of terminal user is jumped.
In some embodiments, the method may further include: remove the courses of action redundant operation and/or
Invalid operation.
In some embodiments, it is described by the courses of action and Trigger Function be converted into vector and correspond include:
Using pairs of courses of action and Trigger Function as the input data of neural network and output data.
In some embodiments, the method may further include: according to the model, predict the target of terminal user
Function.
In some embodiments, the method may further include: analyze the frequency information of the Trigger Function；It generates
The shortcut icon of the Trigger Function；According to the shortcut icon, objective function is jumped to.
In some embodiments, the method may further include: update the statistics list of the Trigger Function.
In some embodiments, the neural network may include input layer, hidden layer and output layer.
In some embodiments, the Trigger Function may include terminal system function and terminal applies function.
In some embodiments, the method may further include: certification user information；If being jumped to by certification
Objective function；If unauthenticated, locking terminal.
According to the second aspect of some embodiments of the present application, a system is provided, comprising: a memory is matched
It is set to storing data and instruction；One is established the processor communicated with memory, wherein when executing the instruction in memory,
The processor is configured to: obtain the courses of action and Trigger Function of terminal user；By the courses of action and Trigger Function
It is converted into vector and corresponds；Generate neural network model；Obtain the real time operation of terminal user；According to the model, jump
Turn the objective function of terminal user.
Therefore, according to the terminal shortcut operation method and system of some embodiments of the present application, by obtaining terminal user
Courses of action and Trigger Function, training neural network model, according to the real time operation jump target function of terminal user, with reality
Existing terminal prompt operation, improves user experience.
Detailed description of the invention
To more fully understand and illustrating some embodiments of the present application, below with reference to the description of attached drawing reference implementation example,
In the drawings, same digital number indicates corresponding part in the accompanying drawings.
Fig. 1 is the illustrative diagram of the Environment System provided according to some embodiments of the present application.
Fig. 2 is the exemplary cell schematic diagram of the electronic functionalities configuration provided according to some embodiments of the present application.
Fig. 3 is the exemplary process diagram of the terminal shortcut operation method provided according to some embodiments of the present application.
Fig. 4 is the exemplary process diagram of another terminal shortcut operation method provided according to some embodiments of the present application.
Specific embodiment
Below with reference to being described as convenient for Integrated Understanding the application as defined in claim and its equivalent for attached drawing
Various embodiments.These embodiments include various specific details in order to understand, but these are considered only as illustratively.Cause
This, it will be appreciated by those skilled in the art that carrying out variations and modifications without departing from this to various embodiments described herein
The scope and spirit of application.In addition, briefly and to be explicitly described the application, the application will be omitted to known function and structure
Description.
The term used in following description and claims and phrase are not limited to literal meaning, and being merely can
Understand and consistently understands the application.Therefore, for those skilled in the art, it will be understood that provide to the various implementations of the application
The description of example is only the purpose to illustrate, rather than limits the application of appended claims and its Equivalent definitions.
Below in conjunction with the attached drawing in some embodiments of the application, technical solutions in the embodiments of the present application carries out clear
Chu is fully described by, it is clear that described embodiments are only a part of embodiments of the present application, instead of all the embodiments.
Based on the embodiment in the application, obtained by those of ordinary skill in the art without making creative efforts all
Other embodiments shall fall in the protection scope of this application.
It should be noted that the term used in the embodiment of the present application is only merely for the mesh of description specific embodiment
, it is not intended to be limiting the application." one " of the embodiment of the present application and singular used in the attached claims,
"one", "an", " described " and "the" be also intended to including most forms, unless the context clearly indicates other meaning.Also
It should be appreciated that term "and/or" used herein refers to and includes that any of project is listed in one or more mutually bindings
Or all possible combinations.Expression " first ", " second ", " first " and " second " be for modify respective element without
Consideration sequence or importance are used only for distinguishing a kind of element and another element, without limiting respective element.
Can be electronic equipment according to the terminal of some embodiments of the application, the electronic equipment may include smart phone,
PC (PC, such as tablet computer, desktop computer, notebook, net book, palm PC PDA), mobile phone, e-book
Reader, portable media player (PMP), audio/video player (MP3/MP4), video camera, virtual reality device
(VR) and the combination of one or more of wearable device etc..According to some embodiments of the present application, the wearable device
It may include type of attachment (such as wrist-watch, ring, bracelet, glasses or wear-type device (HMD)), integrated type (such as electronics
Clothes), decorated type (such as pad skin, tatoo or built in electronic device) etc. or several combinations.In some realities of the application
One of it applies in example, the electronic equipment can be flexibly, be not limited to above equipment, or can be above-mentioned various equipment
Or several combination.In this application, term " user " can be indicated using the people of electronic equipment or setting using electronic equipment
Standby (such as artificial intelligence electronic equipment).
The embodiment of the present application provides a kind of terminal shortcut operation method.The embodiment of the present application in order to facilitate understanding, below
The embodiment of the present application will be described in detail with reference to attached drawing.
Fig. 1 is the illustrative diagram of the Environment System 100 provided according to some embodiments of the present application.Such as Fig. 1
Shown, Environment System 100 may include electronic equipment 110, network 120 and server 130 etc..Electronic equipment 110 can be with
Including bus 111, processor 112, memory 113, input/output module 114, display 115, communication module 116 and physics
Key 117 etc..In some embodiments of the present application, electronic equipment 110 can be omitted one or more elements, or can be into one
Step includes one or more of the other element.
Bus 111 may include circuit.The circuit can be with one or more element (examples in interconnection electronics 110
Such as, bus 111, processor 112, memory 113, input/output module 114, display 115, communication module 116 and secondary or physical bond
117).The circuit can also be realized between one or more elements in electronic equipment 110 communication (for example, obtain and/or
Send information).
Processor 112 may include one or more coprocessors (Co-processor), application processor (AP,
Application Processor) and communication processor (Communication Processor).As an example, processor
112 can execute with the control of one or more elements of electronic equipment 110 and/or data processing (for example, it is quick to execute terminal
Operation etc.).
Memory 113 can store data.The data may include other with one or more of electronic equipment 110
The relevant instruction of element or data.For example, the data may include the initial data before processor 112 is handled, intermediate data
And/or treated data.Memory 113 may include impermanent memory memory and/or permanent memory memory.Make
For example, memory 113 can store neural network model, storage courses of action and Trigger Function etc..
According to some embodiments of the present application, memory 113 can store software and/or program.Described program can wrap
It includes kernel, middleware, Application Programming Interface (API, Application Programming Interface) and/or applies journey
Sequence (or " application ").
At least part of the kernel, the middleware or the Application Programming Interface may include operating system (OS,
Operating System).As an example, the kernel be can control or be managed for executing other programs (for example, intermediate
Part, Application Programming Interface and application program) in realize operation or function system resource (for example, bus 111, processor
112, memory 113 etc.).In addition, the kernel can provide interface.The interface can by the middleware, described answer
With one or more elements of programming interface or application program access electronic equipment 110 to control or management system resource.
The middleware can be used as the middle layer of data transmission.Data transmission can permit Application Programming Interface or
Application program is with the kernel communication to exchange data.As an example, the middleware can handle from the application program
One or more task requests of acquisition.For example, the middleware can distribute electronic equipment to one or more application program
The priority of 110 system resource (for example, bus 111, processor 112, memory 113 etc.), and processing it is one or
Multiple tasks request.The Application Programming Interface can be the application program for control from the kernel or the middleware
The interface of function is provided.The Application Programming Interface also may include one or more interfaces or function (for example, instruction).It is described
Function can be used for starting control, data channel control, security control, communication control, document control, window control, text control
System, image procossing, information processing etc..
What input/output module 114 can be inputted to the transmission of the other elements of electronic equipment 110 from user or external equipment
Instruction or data.Input/output module 114 can also be defeated by the instruction or data that obtain from the other elements of electronic equipment 110
Out to user or external equipment.In some embodiments, input/output module 114 may include input unit, and user can lead to
Cross the input unit input information or instruction.
Display 115 can show content.The content can to user show various types (for example, text, image,
Video, icon and/or symbol etc. or several combinations).Display 115 may include liquid crystal display (LCD, Liquid
Crystal Display), light emitting diode (LED, Light-Emitting Diode) display, Organic Light Emitting Diode
(OLED, Organic Light Emitting Diode) display, Micro Electro Mechanical System (MEMS, Micro Electro
Mechanical Systems) display or electric paper display etc. or several combinations.Display 115 may include display
Screen, touch screen etc..The display screen can be with display operation path or objective function etc..In some embodiments, display 115 can
To show virtual key.The input of the available virtual key of touch screen.Display 115 can be obtained by the touch screen
Take input.The input may include touch input, gesture input, action input, close input, electronic pen or user's body portion
The input (for example, hovering input) divided.
Communication module 116 can configure the communication between equipment.In some embodiments, Environment System 100 can be with
It further comprise electronic equipment 140.As an example, the communication between the equipment may include electronic equipment 110 and other set
Communication between standby (for example, server 130 or electronic equipment 140).For example, communication module 116 can by wireless communication or
Wire communication is connected to network 120, communicates with other equipment (for example, server 130 or electronic equipment 140) realization.
The wireless communication may include microwave communication and/or satellite communication etc..The wireless communication may include honeycomb
Communication is (for example, global mobile communication (GSM, Global System for Mobile Communications), CDMA
(CDMA, Code Division MultipleAccess), 3G (Third Generation) Moblie (3G, The 3rd Generation
Telecommunication), forth generation mobile communication (4G), the 5th third-generation mobile communication (5G), Long Term Evolution (LTE,
Long Term Evolution), Long Term Evolution upgrade version (LTE-A, LTE-Advanced), wideband code division multiple access
(WCDMA, Wideband Code Division MultipleAccess), Universal Mobile Communication System (UMTS, Universal
Mobile Telecommunications System), WiMAX (WiBro, Wireless Broadband) etc. or several
Combination.According to some embodiments of the present application, the wireless communication may include WLAN (WiFi, Wireless
Fidelity), bluetooth, low-power consumption bluetooth (BLE, Bluetooth Low Energy), ZigBee protocol (ZigBee), near-field communication
(NFC, Near Field Communication), magnetic safe transmission, radio frequency and body area network (BAN, BodyAreaNetwork)
Deng or several combinations.According to some embodiments of the present application, the wire communication may include Global Navigation Satellite System
(Glonass/GNSS, Global Navigation Satellite System), global positioning system (GPS, Global
Position System), Beidou navigation satellite system or Galileo (European Global Satellite Navigation System) etc..The cable modem
Letter may include universal serial bus (USB, Universal Serial Bus), high-definition media interface (HDMI, High-
Definition Multimedia Interface), proposed standard 232 (RS-232, Recommend Standard 232),
And/or plain old telephone service (POTS, Plain Old Telephone Service) etc. or several combinations.
Secondary or physical bond 117 can be used for user's interaction.Secondary or physical bond 117 may include one or more entity keys.In some realities
It applies in example, user can be with the function of customized secondary or physical bond 117.As an example, secondary or physical bond 117 can send instruction.Described instruction
It may include executing terminal prompt operation etc..
In some embodiments, electronic equipment 110 may further include sensor.The sensor may include but not
It is limited to photosensitive sensor, acoustic sensor, gas sensor, chemical sensor, voltage sensitive sensor, temp-sensitive sensor, fluid to pass
Sensor, biosensor, laser sensor, Hall sensor, intelligence sensor etc. or several combinations.
In some embodiments, electronic equipment 110 may further include infrared equipment, image capture device etc..As
Example, the infrared equipment can identify by infrared ray mode of delivery, and blink, watch the technologies such as identification acquisition eyes attentively
Information.For example, the infrared equipment authenticates user information by acquiring the blink movement of user.As an example, described image
Acquiring equipment may include camera, iris device etc..The functions such as eyeball tracking may be implemented in the camera.The iris dress
It sets and can use iris recognition technology progress authentication (for example, certification user information).The iris device may include rainbow
Film camera, the available iris information of iris camera, the iris information can store in memory 113.
Network 120 may include communication network.The communication network may include computer network (for example, local area network
(LAN, Local Area Network) or wide area network (WAN, Wide Area Network)), internet and/or telephone network
Deng or several combinations.Network 120 can connect in Environment System 100 other equipment (for example, electronic equipment 110,
Server 130, electronic equipment 140 etc.) and realize that information is transmitted.
Server 130 can connect the other equipment in Environment System 100 (for example, electronic equipment by network 120
110, electronic equipment 140 etc.).In some embodiments, when electronic equipment 110 is lost, server 130 can pass through network
120 send positioning instruction to electronic equipment；Electronic equipment 110 can send location information to server 130 by network 120
Deng.In some embodiments, server 130 can send execution terminal prompt operation to electronic equipment 110 by network 120 and refer to
Enable etc..
Electronic equipment 140 can be identical or different with electronic equipment 110 type.According to some embodiments of the present application,
Some or all of execution operation can be in another equipment or multiple equipment (for example, electronic equipment 140 in electronic equipment 110
And/or server 130) in execute.In some embodiments, when electronic equipment 110 be automatically or in response to request execute it is a kind of or
When multiple functions and/or service, electronic equipment 110 can request other equipment (for example, electronic equipment 140 and/or server
130) substitution executes function and/or service.In some embodiments, electronic equipment 110 is in addition to executing function or service, further
Execute relative one or more functions.In some embodiments, other equipment are (for example, electronic equipment 140 and/or clothes
Business device 130) requested function or other relevant one or more functions can be executed, implementing result can be sent to electricity
Sub- equipment 110.Electronic equipment 110 can repeat result or be further processed implementing result, to provide requested function
Or service.As an example, cloud computing, distributed computing technology and/or client-server end, which can be used, in electronic equipment 110 calculates meter
Calculation etc. or several combinations.In some embodiments, according to the difference of cloud computing service property, the cloud computing may include
Public cloud, private clound and mixed cloud etc..In some embodiments, when electronic equipment 110 is lost, electronic equipment 140 can be to
Electronic equipment 110 sends positioning instruction, according to the location information that electronic equipment 110 is fed back, is tracked.In some embodiments
In, electronic equipment 110 can send the neural network model etc. of terminal prompt operation to electronic equipment 140.
It should be noted that the description for Environment System 100 above only for convenience of description can not be this Shen
It please be limited within the scope of illustrated embodiment.It is appreciated that the principle based on this system can for those skilled in the art
Any combination can be carried out to each element, or constitute subsystem and connect with other elements under the premise of without departing substantially from the principle,
Various modifications and variations in form and details are carried out to the implementation above method and systematic difference field.For example, network environment
System 100 may further include database etc..In another example electronic equipment 110 can not include secondary or physical bond 117 etc..It is all such
The deformation of class, within the scope of protection of this application.
Fig. 2 is the exemplary cell block diagram of the electronic functionalities configuration provided according to some embodiments of the present application.Such as
Shown in Fig. 2, processor 112 may include processing module 200, and the processing module 200 may include acquiring unit 210, processing
Unit 220, generation unit 230, control unit 240, determination unit 250.
According to some embodiments of the present application, the available information of acquiring unit 210.In some embodiments, the letter
Breath can include but is not limited to text, picture, audio, video, movement, gesture, sound, eyes (for example, iris information etc.), gas
Breath, light etc. or several combinations.In some embodiments, the information can include but is not limited to input information, system information
And/or communication information etc..As an example, acquiring unit 210 can pass through the touch of input/output module 114, display 115
Screen, secondary or physical bond 117 and/or sensor obtain the input information of electronic equipment 110.The input information may include other equipment
The input of (for example, electronic equipment 140) and/or user, for example, the input of key-press input, touch-control, gesture input, action input, remote
Journey input, transmission input, eyes input, voice input, breath input, light input etc. or several combinations.The input information
Obtaining widget can include but is not limited to infrared equipment, image capture device, sensor etc. or several combinations.As showing
Example, acquiring unit 210 can obtain courses of action and/or the Trigger Function etc. of terminal user by input/output module 114.
In some embodiments, acquiring unit 210 can obtain the communication information by network 120.The communication information can
To include application software information, communication signal (for example, voice signal, vision signal etc.), short message etc..In some embodiments
In, acquiring unit 210 can obtain system information by network 120, memory 113 and/or sensor.The system information can
To include but is not limited to the information that stores of the system mode of electronic equipment 110, presupposed information, memory 113 (for example, iris is recognized
Demonstrate,prove information etc.) etc. or several combinations.
In some embodiments, the information may include instruction.Described instruction includes user instruction and/or system command
Deng or several combinations.Described instruction may include triggering command, certification instruction, fill in instruction etc. or several combinations.Institute
Stating certification instruction may include certification user information, execution terminal prompt operation instruction etc..As an example, when user presses physics
When key (for example, shortcut key etc.), electronic equipment 110 can execute terminal prompt operation etc..
According to some embodiments of the present application, processing unit 220 can handle data.In some embodiments, processing is single
Member 220 can handle the input data of nerve network system.As an example, processing unit 220 can be by courses of action and triggering
Function is converted into vector, and courses of action and Trigger Function are corresponded.In some embodiments, processing unit 220 can be with
Update the statistics list etc. of Trigger Function.
According to some embodiments of the present application, data are can be generated in generation unit 230.In some embodiments, it generates single
Member 230 can be generated can extensive model.As an example, generation unit 230 can pass through pairs of courses of action and Trigger Function
As the input data and output data of neural network, training generates neural network model.It is described can extensive model can be logical
The model that neural metwork training data set obtains is crossed, the model can be adapted for the data other than the data set.Some
In embodiment, the shortcut icon of Trigger Function is can be generated in generation unit 230.
According to some embodiments of the present application, control unit 240 can control electronic equipment.In some embodiments, it controls
Unit 240 processed can jump to the mesh of terminal user according to the neural network model of generation, the real time operation based on terminal user
Mark function etc..In some embodiments, control unit 240 can jump to objective function etc. according to shortcut icon.
According to some embodiments of the present application, determination unit 250 can determine information.In some embodiments, it determines single
Member 250 can analyze the frequency information of Trigger Function.As an example, determination unit 250 can determine triggering according to frequency information
The statistics list of function.
It should be noted that the unit in processing module 200 is described above, it only for convenience of description, can not be this
Application is limited within the scope of illustrated embodiment.It is appreciated that for those skilled in the art, the principle based on this system,
Any combination may be carried out to each unit, or constitute submodule and other units company under the premise of without departing substantially from the principle
It connects, various modifications and variations in form and details is carried out to the function of implementing above-mentioned module and unit.For example, processing module
200 can not include determination unit 250 and/or generation unit 230, can realize phase by analytical unit and/or other units
The function of answering.In another example processing module 200 may further include storage unit, the storage unit can store nerve net
Network model etc..Suchlike deformation, within the scope of protection of this application.
Fig. 3 is the exemplary process diagram of the terminal shortcut operation method provided according to some embodiments of the present application.Such as Fig. 3
Shown, process 300 can be realized by processing module 200.In some embodiments, the terminal shortcut operation method can lead to
Cross instruction starting.Described instruction may include user instruction, system command, action command etc. or several combinations.As showing
Example, the information that the system command can be obtained by sensor generate.The user instruction may include voice, gesture, move
Work, secondary or physical bond 117 and/or virtual key etc. or several combinations.
301, the courses of action and Trigger Function of terminal user are obtained.Operation 301 can obtaining by processing module 200
Unit 210 is taken to realize.In some embodiments, acquiring unit 210 can obtain terminal user by input/output module 114
Courses of action and Trigger Function.As an example, courses of action and touching in the available end application of acquiring unit 210
Send out function etc..For example, the courses of action of the available terminal user of acquiring unit 210 be " setting-is wireless and network-selection more
More-selection network share and portable hot spot-unlatching ", wherein Trigger Function is " opening hot spot ".
302, vector is converted by the courses of action and Trigger Function and is corresponded.Operation 302 can pass through place
The processing unit 220 for managing module 200 is realized.In some embodiments, processing unit 220 can be by the courses of action and triggering
Function is converted into vector, and the courses of action and the Trigger Function are corresponded.The courses of action and the triggering
Function one-to-one correspondence may include using pairs of courses of action and Trigger Function as the input data of neural network and output number
According to.
303, neural network model is generated.Operation 303 can be realized by the generation unit 230 of processing module 200.?
In some embodiments, generation unit 230 can input number by pairs of courses of action and Trigger Function as neural network
According to and output data, training generate neural network model.The neural network of the neural network model includes input layer, hidden layer
And output layer.As an example, the neural network may include one layer of input layer, two layers of hidden layer and one layer of output layer.
304, the real time operation of terminal user is obtained.Operation 304 can pass through the acquiring unit 210 of processing module 200
It realizes.In some embodiments, acquiring unit 210 can obtain the real time operation of terminal user with input/output module 114.Make
For example, the real time operation etc. of the available terminal user of acquiring unit 210 in the application.
305, according to the model, the objective function of terminal user is jumped.Operation 305 can pass through processing module 200
Control unit 240 realize.In some embodiments, control unit 240 can be based on the instant behaviour according to the model
Make, jumps the objective function of terminal user.In some embodiments, determination unit 250 can be according to the model, based on described
Real time operation predicts the objective function of terminal user；Control unit 240 can control the terminal and jump to the target function
Energy.
According to some embodiments of the present application, process 300 may further include the redundancy behaviour for removing the courses of action
Work and/or invalid operation.The redundant operation and/or invalid operation of the removal courses of action can pass through processing module
200 processing unit 220 is realized.The redundant operation may include extra operation, for example, terminal user enters a page
Face, accidentally accidentally " return " is hit in contact, then click " entrance " etc..The invalid operation may include the behaviour unrelated with final goal
Make, for example, terminal receives information, user's return information etc. in operating process.
It should be noted that the description for process 300 above can not only for convenience of description be limited in the application
Within the scope of illustrated embodiment.It is appreciated that the principle based on this system may not carry on the back for those skilled in the art
Under the premise of from the principle, any combination is carried out to each operation, or constitute sub-process and other operative combinations, in implementation
The function of stating process and operation carries out various modifications and variations in form and details.For example, process 300 may further include
Remove redundant operation and/or the invalid operation etc. of the courses of action.Suchlike deformation, in the protection scope of the application
Within.
Fig. 4 is the exemplary process diagram of another terminal shortcut operation method provided according to some embodiments of the present application.
As shown in figure 4, process 400 can be realized by processing module 200.
401, the courses of action and Trigger Function of terminal user are obtained.Operation 401 can obtaining by processing module 200
Unit 210 is taken to realize.In some embodiments, acquiring unit 210 can obtain terminal user by input/output module 114
Courses of action and Trigger Function.The Trigger Function may include terminal system function and terminal applies function etc..As showing
, courses of action and Trigger Function in the available terminal system of acquiring unit 210 etc..
402, the frequency information of the Trigger Function is analyzed.Operation 402 can pass through the determination unit of processing module 200
250 realize.In some embodiments, determination unit 250 can analyze and determine the frequency information of the Trigger Function.As showing
Example, determination unit 250 can determine the number of starts of the Trigger Function in predetermined period, the frequency as the Trigger Function
Secondary information.In some embodiments, determination unit 250 can determine the triggering according to the frequency information of the Trigger Function
The statistics list of function, the statistics list can be according to the descending sequences of frequency information.In some embodiments, really
Order member 250 can analyze frequency information in different time periods, and generate the statistics column of the Trigger Function in different time periods
Table.The period may include dining period, working hour, night-time hours etc..
403, the statistics list of the Trigger Function is updated.Operation 403 can pass through the processing unit of processing module 200
220 realize.In some embodiments, processing unit 220 can update the statistics list of the Trigger Function.According to the application's
Some embodiments, process 400 can not execute operation 403.In some embodiments, processing unit 220 can be according to default week
Phase updates the statistics list of the Trigger Function.The predetermined period may include half a day to one month section, for example, 12 is small
When, 24 hours, 72 hours, 120 hours, 168 hours etc..
404, the shortcut icon of the Trigger Function is generated.Operation 404 can pass through the generation unit of processing module 200
230 realize.In some embodiments, the shortcut icon of the Trigger Function can be generated in generation unit 230.As an example, raw
The quick figure of the corresponding Trigger Function of TOP1-TOP10 can be generated according to the statistics list of the Trigger Function at unit 230
Mark etc..In some embodiments, generation unit 230 can the different time sections according to belonging to terminal current time, generate correspond to
Shortcut icon；Display 115 can show corresponding shortcut icon according to different time sections.
405, according to the shortcut icon, objective function is jumped to.Operation 405 can pass through the control of processing module 200
Unit 240 processed is realized.In some embodiments, control unit 240 can jump to mesh according to the shortcut icon, controlling terminal
Mark function.
According to some embodiments of the present application, process 400 may further include certification user information.The certification user
Information can be realized by the processing unit 220 of processing module 200.In some embodiments, determination unit 250 can authenticate use
Family information；If by certification, control unit 240 can control terminal and jump to objective function；If unauthenticated, control unit
240 can be with locking terminal.
It should be noted that the description for process 400 above can not only for convenience of description be limited in the application
Within the scope of illustrated embodiment.It is appreciated that the principle based on this system may not carry on the back for those skilled in the art
Under the premise of from the principle, any combination is carried out to each operation, or constitute sub-process and other operative combinations, in implementation
The function of stating process and operation carries out various modifications and variations in form and details.For example, process 400 can not execute operation
403, etc.；In another example process 400 may further include the operations such as certification user information.Suchlike deformation, in this Shen
Within protection scope please.
In conclusion according to the terminal shortcut operation method and system of the embodiment of the present application, by obtaining terminal user's
Courses of action and Trigger Function, training neural network model, according to the real time operation jump target function of terminal user, to realize
Terminal prompt operation improves user experience.
It should be noted that the above embodiments are intended merely as example, the application is not limited to such example, but can
To carry out various change.
It should be noted that in the present specification, the terms "include", "comprise" or its any other variant are intended to
Non-exclusive inclusion, so that the process, method, article or equipment including a series of elements is not only wanted including those
Element, but also including other elements that are not explicitly listed, or further include for this process, method, article or equipment
Intrinsic element.In the absence of more restrictions, the element limited by sentence "including a ...", it is not excluded that
There is also other identical elements in process, method, article or equipment including the element.
Finally, it is to be noted that, it is above-mentioned it is a series of processing not only include with sequence described here in temporal sequence
The processing of execution, and the processing including executing parallel or respectively rather than in chronological order.
Those of ordinary skill in the art will appreciate that realizing all or part of the process in above-described embodiment method, being can be with
It is completed by the relevant hardware of computer program instructions, the program can be stored in a computer readable storage medium,
The program is when being executed, it may include such as the process of the embodiment of above-mentioned each method.Wherein, the storage medium can for magnetic disk,
CD, read-only memory (Read-Only Memory, ROM) or random access memory (RandomAccess Memory, RAM) etc..
Above disclosed is only some preferred embodiments of the application, and the right model of the application cannot be limited with this
It encloses, those skilled in the art can understand all or part of the processes for realizing the above embodiment, and wants according to the application right
Made equivalent variations is sought, is still belonged to the scope covered by the invention.
Claims (10)
1. a kind of terminal shortcut operation method characterized by comprising
Obtain the courses of action and Trigger Function of terminal user；
Vector is converted by the courses of action and Trigger Function and is corresponded；
Generate neural network model；
Obtain the real time operation of terminal user；
According to the model, the objective function of terminal user is jumped.
2. terminal shortcut operation method according to claim 1, which is characterized in that further comprise:
Remove the redundant operation and/or invalid operation of the courses of action.
3. terminal shortcut operation method according to claim 1, which is characterized in that described by the courses of action and triggering
Function is converted into vector and corresponds
Using pairs of courses of action and Trigger Function as the input data of neural network and output data.
4. terminal shortcut operation method according to claim 3, which is characterized in that further comprise:
According to the model, the objective function of terminal user is predicted.
5. terminal shortcut operation method according to claim 1, which is characterized in that further comprise:
Analyze the frequency information of the Trigger Function；
Generate the shortcut icon of the Trigger Function；
According to the shortcut icon, objective function is jumped to.
6. terminal shortcut operation method according to claim 5, which is characterized in that further comprise:
Update the statistics list of the Trigger Function.
7. terminal shortcut operation method according to claim 1, which is characterized in that the neural network include input layer,
Hidden layer and output layer.
8. terminal shortcut operation method according to claim 1, which is characterized in that the Trigger Function includes terminal system
Function and terminal applies function.
9. terminal shortcut operation method according to claim 1, which is characterized in that further comprise:
Authenticate user information；
If jumping to objective function by certification；
If unauthenticated, locking terminal.
10. a system characterized by comprising
One memory, is configured as storing data and instruction；
One is established the processor communicated with memory, wherein when executing the instruction in memory, the processor is configured
Are as follows:
Obtain the courses of action and Trigger Function of terminal user；
Vector is converted by the courses of action and Trigger Function and is corresponded；
Generate neural network model；
Obtain the real time operation of terminal user；
According to the model, the objective function of terminal user is jumped.
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| CN201810859158.2A CN109101292A (en) | 2018-07-31 | 2018-07-31 | A kind of terminal shortcut operation method and system |
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Application publication date: 20181228 |