CN107844333A - One kind applies method for cleaning, mobile terminal and computer-readable recording medium - Google Patents
One kind applies method for cleaning, mobile terminal and computer-readable recording medium Download PDFInfo
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- CN107844333A CN107844333A CN201710797844.7A CN201710797844A CN107844333A CN 107844333 A CN107844333 A CN 107844333A CN 201710797844 A CN201710797844 A CN 201710797844A CN 107844333 A CN107844333 A CN 107844333A
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F9/00—Arrangements for program control, e.g. control units
- 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
- G06F9/44594—Unloading
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F9/00—Arrangements for program control, e.g. control units
- 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
- G06F9/46—Multiprogramming arrangements
- G06F9/48—Program initiating; Program switching, e.g. by interrupt
- G06F9/4806—Task transfer initiation or dispatching
- G06F9/4843—Task transfer initiation or dispatching by program, e.g. task dispatcher, supervisor, operating system
- G06F9/4881—Scheduling strategies for dispatcher, e.g. round robin, multi-level priority queues
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Abstract
The invention discloses one kind to apply method for cleaning,Mobile terminal and computer-readable recording medium,This method is by obtaining the user of each background user application in scheduled duration using data and analyzing,Obtain the use parameter of each background user application,It is then based on using parameter,The application priority of each background user application is set,What so each background user was applied all will be related to the use data that user applies to each user in preset duration using priority,So on this basis,The application priority applied according to each background user,When carrying out the application cleaning of each background user application,Can is realized and the demand of application is targetedly cleared up for user,So solves the problems, such as the defects of existing application method for cleaning causes user experience difference when carrying out indifference cleaning to background application,The invention also discloses a kind of mobile terminal and computer-readable recording medium,By implementing such scheme,Enhance the usage experience of user.
Description
Technical field
The present invention relates to application controls field, and method for cleaning, mobile terminal and calculating are applied more specifically to one kind
Machine readable storage medium storing program for executing.
Background technology
Develop with the technology of the mobile terminals such as smart mobile phone, terminal applies, as app is also more and more huger, user uses
During smart mobile phone, when free memory (RAM) is insufficient, terminal system can carried out using cleaning automatically from the background, be ensured surplus
Remaining RAM foreground application can be used enough, and here it is apply cleaning mechanism.But such cleaning often triggers a series of ask
Topic, user particularlys hope that the application for staying in backstage will be often cleaned out, such as sees the film of half from the background, such as backstage
The game having logged on, such Consumer's Experience are very bad.
By taking Android system as an example, Android system both defines an application priority (oom_ for each application
Adj value), and this value is dynamic change, such as this is applied at foreground, oom_adj value is 0, clicks on home keys
This application enters backstage, and oom_adj value is changed into 7；Android system defines simultaneously specifies one group in the user space
Internal memory critical value, when the oom_adj values during some value therein describes with application are in same scope, the application will be by Kill
Fall, such as now remaining memory ram is less than 23040 timeslices, then backstage is automatic clears up oom_adj answering more than or equal to 58
With.
The content of the invention
The technical problem to be solved in the present invention is that existing application method for cleaning is carrying out indifference cleaning to background application
When cause user experience poor, for the technical problem, there is provided one kind is using method for cleaning, mobile terminal and computer-readable
Storage medium.
In order to solve the above technical problems, the present invention, which provides one kind, applies method for cleaning, including：
The user for obtaining each background user application in scheduled duration uses data；
The user of each background user application is analyzed using data, obtains the use parameter of each background user application；
The use parameter applied according to each background user, the application priority of each background user application is set；
The application priority applied according to each background user, carry out the application cleaning of each background user application.
Optionally, obtaining the use data of each background user application includes：
Monitor whether to meet to obtain the acquisition condition using data；
When meeting, obtain in scheduled duration, the user of current each background user application uses data.
Optionally, monitor whether to meet to obtain to include using the acquisition condition of data：
Monitor whether to switch to the state change application of running background from front stage operation；
If existence change application, judge whether state change application is user's application；
Applied if state change is applied for user, meet acquisition condition.
Optionally, the use parameter applied according to each background user, the application priority bag of each background user application is set
Include：
Call the default mapping relations using parameter and application priority；
The use parameter applied according to mapping relations and each background user, set the application of each background user application preferential
Level.
Optionally, mapping relations are back mapping；The use parameter applied according to mapping relations and each background user, if
Putting the application priority of each background user application includes：
The use parameter applied according to each background user, to background user application in the way of being gradually reduced using parameter
It is ranked up, generates ranking results；
The sequencing applied according to each background user in ranking results, have successively it is small arrive big order, configure each backstage
Numerical value corresponding to the application priority of user's application.
Optionally, the application priority applied according to each background user, the application cleaning bag of each background user application is carried out
Include：
Judge whether internal memory use state meets to apply cleaning condition；
If so, then the maximum background user application of priority is applied in cleaning step by step.
Optionally, user is applied including each background user using data and is switched to foreground from running background in scheduled duration
The number of operation, each background user apply in scheduled duration from running background be switched to front stage operation after resident duration, with
And each background user apply in scheduled duration from running background be switched to front stage operation after flow use parameter at least
One.
Optionally, the user of each background user application is analyzed using data, obtains making for each background user application
Included with parameter：
Default use parameter calculative strategy is called, includes selection strategy and calculative strategy using parameter calculative strategy；
According to selection strategy, selection participates in using the type of data using the user of parameter；
According to calculative strategy, user is calculated using data, determines the use parameter of each background user application.
Further, present invention also offers a kind of mobile terminal, mobile terminal includes processor, memory, communication always
Line；
Communication bus is used to realize the connection communication between processor, memory；
Processor is used to perform one or more program stored in memory, to realize that application provided by the invention is clear
The step of reason method.
Further, present invention also offers a kind of computer-readable recording medium, computer-readable recording medium storage
There is one or more program, one or more program can be by one or more computing device, to realize that the present invention carries
The step of application method for cleaning of confession.
Beneficial effect
The present invention provides one kind and applies method for cleaning, mobile terminal and computer-readable recording medium, for existing application
The defects of method for cleaning causes user experience difference when carrying out indifference cleaning to background application, by obtaining scheduled duration
The user of interior each background user application uses data, and the user of each background user application is analyzed using data, obtained each
The use parameter of background user application, the use parameter of each background user application is then based on, each background user application is set
Using priority, so each background user application using priority all by with preset duration user each user is applied
Using data, such as switching times on backstage to foreground, the uninterrupted correlation for being switched to the resident duration behind foreground, using,
I.e. each background user application embodies use demand of the user to application using priority, then on this basis, according to each
The application priority of background user application, when carrying out the application cleaning of each background user application, it is possible to which realization is directed to user couple
The demand of application is targetedly cleared up, such as only clears up the relatively low application of user's request, and it is clear so to solve existing application
The problem of the defects of reason method causes user experience difference when carrying out indifference cleaning to background application, enhance user's
Usage experience.
Brief description of the drawings
Below in conjunction with drawings and Examples, the invention will be further described, in accompanying drawing：
Fig. 1 is the hardware architecture diagram for realizing each optional mobile terminal of embodiment one of the present invention.
Fig. 2 is the wireless communication system schematic diagram of mobile terminal as shown in Figure 1；
Fig. 3 is first embodiment of the invention offer using method for cleaning basic flow sheet；
Fig. 4 is second embodiment of the invention offer using method for cleaning refined flow chart；
Fig. 5 is the flow chart using method for cleaning that third embodiment of the invention provides；
Fig. 6 is the flow chart using method for cleaning that fourth embodiment of the invention provides；
Fig. 7 is the structural representation for the mobile terminal that fifth embodiment of the invention provides；
Fig. 8 be the present embodiments relate to the configuration interface figure using parameter calculative strategy；
Fig. 9 be the present embodiments relate to scope value configuration interface figure；
Figure 10 be the present embodiments relate to weight system configuration interface figure.
Embodiment
In follow-up description, the suffix using such as " module ", " part " or " unit " for representing element is only
Be advantageous to the explanation of the present invention, itself there is no a specific meaning.Therefore, " module ", " part " or " unit " can mix
Ground uses.
Terminal can be implemented in a variety of manners.For example, the terminal described in the present invention can include such as mobile phone, flat board
Computer, notebook computer, palm PC, personal digital assistant (Personal Digital Assistant, PDA), portable
Media player (Portable Media Player, PMP), guider, wearable device, Intelligent bracelet, pedometer etc. move
Dynamic terminal, and the fixed terminal such as digital TV, desktop computer.
It will be illustrated in subsequent descriptions by taking mobile terminal as an example, it will be appreciated by those skilled in the art that except special
Outside element for moving purpose, construction according to the embodiment of the present invention can also apply to the terminal of fixed type.
Referring to Fig. 1, its hardware architecture diagram for a kind of mobile terminal of each embodiment of the realization present invention, the shifting
Dynamic terminal 100 can include：RF (Radio Frequency, radio frequency) unit 101, WiFi module 102, audio output unit
103rd, A/V (audio/video) input block 104, sensor 105, display unit 106, user input unit 107, interface unit
108th, the part such as memory 109, processor 110, power supply 111 and antenna 112.Wherein, in the mobile terminal 100 shown in Fig. 1
Including at least three groups of antennas 112, at least three groups of antennas 112 currently with the main transmitting-receiving communication of mobile terminal 100 based on
Antenna, currently connected with the auxiliary receiving path of mobile terminal 100 supplemented by antenna, remaining is spare antenna, and processor 110 can
With control each group of antenna respectively with it is main transmitting-receiving path and auxiliary receiving path break-make situation, when processor 110 controls a certain group
When antenna is with main transmitting-receiving communication, radio frequency unit 101 can be received or be sent signal by this group of antenna, it should be appreciated that
At least three groups of antennas 112 can be flexibly arranged on the optional position of mobile terminal 100, such as, include when on mobile terminal 100
During three groups of antennas 112, this three groups of antennas 112 can be separately positioned on the top, lower left and bottom right at the back side of mobile terminal 100
Side.Those skilled in the art are further appreciated that the mobile terminal structure shown in Fig. 1 does not form the restriction to mobile terminal,
Mobile terminal can be included than illustrating more or less parts, either combine some parts or different parts arrangement.
The all parts of mobile terminal are specifically introduced with reference to Fig. 1：
Radio frequency unit 101 can be used for receiving and sending messages or communication process in, the reception and transmission of signal, specifically, by base station
Downlink information receive after, handled to processor 110；In addition, up data are sent to base station.Generally, radio frequency unit 101
Including but not limited to antenna, at least one amplifier, transceiver, coupler, low-noise amplifier, duplexer etc..In addition, penetrate
Frequency unit 101 can also be communicated by radio communication with network and other equipment.Above-mentioned radio communication can use any communication
Standard or agreement, including but not limited to GSM (Global System of Mobile communication, global system for mobile telecommunications
System), GPRS (General Packet Radio Service, general packet radio service), CDMA2000 (Code
Division Multiple Access 2000, CDMA 2000), WCDMA (Wideband Code Division
Multiple Access, WCDMA), TD-SCDMA (Time Division-Synchronous Code
Division Multiple Access, TD SDMA), FDD-LTE (Frequency Division
Duplexing-Long Term Evolution, FDD Long Term Evolution) and TDD-LTE (Time Division
Duplexing-Long Term Evolution, time division duplex Long Term Evolution) etc..
WiFi belongs to short range wireless transmission technology, and mobile terminal can help user to receive and dispatch electricity by WiFi module 102
Sub- mail, browse webpage and access streaming video etc., it has provided the user wireless broadband internet and accessed.Although Fig. 1 shows
Go out WiFi module 102, but it is understood that, it is simultaneously not belonging to must be configured into for mobile terminal, completely can be according to need
To be omitted in the essential scope for do not change invention.
Audio output unit 103 can be in call signal reception pattern, call mode, record mould in mobile terminal 100
When under the isotypes such as formula, speech recognition mode, broadcast reception mode, by radio frequency unit 101 or WiFi module 102 it is receiving or
It is sound that the voice data stored in memory 109, which is converted into audio signal and exported,.Moreover, audio output unit 103
The audio output related to the specific function that mobile terminal 100 performs can also be provided (for example, call signal receives sound, disappeared
Breath receives sound etc.).Audio output unit 103 can include loudspeaker, buzzer etc..
A/V input blocks 104 are used to receive audio or video signal.A/V input blocks 104 can include graphics processor
(Graphics Processing Unit, GPU) 1041 and microphone 1042, graphics processor 1041 is in video acquisition mode
Or the static images or the view data of video obtained in image capture mode by image capture apparatus (such as camera) are carried out
Reason.Picture frame after processing may be displayed on display unit 106.Picture frame after the processing of graphics processor 1041 can be deposited
Storage is transmitted in memory 109 (or other storage mediums) or via radio frequency unit 101 or WiFi module 102.Mike
Wind 1042 can connect in telephone calling model, logging mode, speech recognition mode etc. operational mode via microphone 1042
Quiet down sound (voice data), and can be voice data by such acoustic processing.Audio (voice) data after processing can
To be converted to the form output that mobile communication base station can be sent to via radio frequency unit 101 in the case of telephone calling model.
Microphone 1042 can implement various types of noises and eliminate (or suppression) algorithm to eliminate (or suppression) in reception and send sound
Caused noise or interference during frequency signal.
Mobile terminal 100 also includes at least one sensor 105, such as optical sensor, motion sensor and other biographies
Sensor.Specifically, optical sensor includes ambient light sensor and proximity transducer, wherein, ambient light sensor can be according to environment
The light and shade of light adjusts the brightness of display panel 1061, and proximity transducer can close when mobile terminal 100 is moved in one's ear
Display panel 1061 and/or backlight.As one kind of motion sensor, accelerometer sensor can detect in all directions (general
For three axles) size of acceleration, size and the direction of gravity are can detect that when static, the application available for identification mobile phone posture
(such as horizontal/vertical screen switching, dependent game, magnetometer pose calibrating), Vibration identification correlation function (such as pedometer, percussion) etc.；
The fingerprint sensor that can also configure as mobile phone, pressure sensor, iris sensor, molecule sensor, gyroscope, barometer,
The other sensors such as hygrometer, thermometer, infrared ray sensor, will not be repeated here.
Display unit 106 is used for the information for showing the information inputted by user or being supplied to user.Display unit 106 can wrap
Display panel 1061 is included, liquid crystal display (Liquid Crystal Display, LCD), Organic Light Emitting Diode can be used
Forms such as (Organic Light-Emitting Diode, OLED) configures display panel 1061.
User input unit 107 can be used for the numeral or character information for receiving input, and produce the use with mobile terminal
The key signals input that family is set and function control is relevant.Specifically, user input unit 107 may include contact panel 1071 with
And other input equipments 1072.Contact panel 1071, also referred to as touch-screen, collect touch operation of the user on or near it
(for example user uses any suitable objects or annex such as finger, stylus on contact panel 1071 or in contact panel 1071
Neighbouring operation), and corresponding attachment means are driven according to formula set in advance.Contact panel 1071 may include touch detection
Two parts of device and touch controller.Wherein, the touch orientation of touch detecting apparatus detection user, and detect touch operation band
The signal come, transmits a signal to touch controller；Touch controller receives touch information from touch detecting apparatus, and by it
Contact coordinate is converted into, then gives processor 110, and the order sent of reception processing device 110 and can be performed.In addition, can
To realize contact panel 1071 using polytypes such as resistance-type, condenser type, infrared ray and surface acoustic waves.Except contact panel
1071, user input unit 107 can also include other input equipments 1072.Specifically, other input equipments 1072 can wrap
Include but be not limited to physical keyboard, in function key (such as volume control button, switch key etc.), trace ball, mouse, action bars etc.
One or more, do not limit herein specifically.
Further, contact panel 1071 can cover display panel 1061, detect thereon when contact panel 1071 or
After neighbouring touch operation, processor 110 is sent to determine the type of touch event, is followed by subsequent processing device 110 according to touch thing
The type of part provides corresponding visual output on display panel 1061.Although in Fig. 1, contact panel 1071 and display panel
1061 be the part independent as two to realize the input of mobile terminal and output function, but in certain embodiments, can
Input and the output function of mobile terminal are realized so that contact panel 1071 and display panel 1061 is integrated, is not done herein specifically
Limit.
Interface unit 108 is connected the interface that can pass through as at least one external device (ED) with mobile terminal 100.For example,
External device (ED) can include wired or wireless head-band earphone port, external power source (or battery charger) port, wired or nothing
Line FPDP, memory card port, the port for connecting the device with identification module, audio input/output (I/O) end
Mouth, video i/o port, ear port etc..Interface unit 108 can be used for receiving the input from external device (ED) (for example, number
It is believed that breath, electric power etc.) and the input received is transferred to one or more elements in mobile terminal 100 or can be with
For transmitting data between mobile terminal 100 and external device (ED).
Memory 109 can be used for storage software program and various data.Memory 109 can mainly include storing program area
And storage data field, wherein, storing program area can storage program area, application program (such as the sound needed at least one function
Sound playing function, image player function etc.) etc.；Storage data field can store according to mobile phone use created data (such as
Voice data, phone directory etc.) etc..In addition, memory 109 can include high-speed random access memory, can also include non-easy
The property lost memory, a for example, at least disk memory, flush memory device or other volatile solid-state parts.
Processor 110 is the control centre of mobile terminal, utilizes each of various interfaces and the whole mobile terminal of connection
Individual part, by running or performing the software program and/or module that are stored in memory 109, and call and be stored in storage
Data in device 109, the various functions and processing data of mobile terminal are performed, so as to carry out integral monitoring to mobile terminal.Place
Reason device 110 may include one or more processing units；Preferably, processor 110 can integrate application processor and modulatedemodulate is mediated
Device is managed, wherein, application processor mainly handles operating system, user interface and application program etc., and modem processor is main
Handle radio communication.It is understood that above-mentioned modem processor can not also be integrated into processor 110.
Mobile terminal 100 can also include the power supply 111 (such as battery) to all parts power supply, it is preferred that power supply 111
Can be logically contiguous by power-supply management system and processor 110, so as to realize management charging by power-supply management system, put
The function such as electricity and power managed.
Although Fig. 1 is not shown, mobile terminal 100 can also will not be repeated here including bluetooth module etc..
For the ease of understanding the embodiment of the present invention, the wireless communication system involved by the mobile terminal of the present invention is entered below
Row description.
Referring to Fig. 2, Fig. 2 is a kind of communications network system Organization Chart provided in an embodiment of the present invention, the communication network system
Unite as the LTE system of universal mobile communications technology, the UE that the LTE system includes communicating connection successively (User Equipment, is used
Family equipment) 201, E-UTRAN (Evolved UMTS Terrestrial Radio Access Network, evolved UMTS lands
Ground wireless access network) 202, EPC (Evolved Packet Core, evolved packet-based core networks) 203 and operator IP operation
204。
Specifically, UE201 can be above-mentioned user terminal 100, and here is omitted, including the first user below related to
The second user terminal UE 2012 that the first user terminal UE2011 and second user used is used.
E-UTRAN202 includes eNodeB2021 and other eNodeB2022 etc..Wherein, eNodeB2021 can be by returning
Journey (backhaul) (such as X2 interface) is connected with other eNodeB2022, and eNodeB2021 is connected to EPC203,
ENodeB2021 can provide UE201 to EPC203 access.
EPC203 can include MME (Mobility Management Entity, mobility management entity) 2031, HSS
(Home Subscriber Server, home subscriber server) 2032, other MME2033, SGW (Serving Gate Way,
Gateway) 2034, PGW (PDN Gate Way, grouped data network gateway) 2035 and PCRF (Policy and
Charging Rules Function, policy and rate functional entity) 2036 etc..Wherein, MME2031 be processing UE201 and
The control node of signaling between EPC203, there is provided carrying and connection management.HSS2032 is all to manage for providing some registers
Such as the function of attaching position register (not shown) etc, and preserve some and used about service features, data rate etc.
The special information in family.All customer data can be transmitted by SGW2034, and PGW2035 can provide UE 201 IP
Address is distributed and other functions, and PCRF2036 is strategy and the charging control strategic decision-making of business data flow and IP bearing resources
Point, it selects and provided available strategy and charging control decision-making with charge execution function unit (not shown) for strategy.
IP operation 204 can include internet, Intranet, IMS (IP Multimedia Subsystem, IP multimedia
System) or other IP operations etc., in the present invention, IP operation 204 can be system update service, then corresponding, system clothes
Business device will also be realized by the entity device or virtual unit of realizing IP operation 204.
Although above-mentioned be described by taking LTE system as an example, those skilled in the art it is to be understood that the present invention not only
Suitable for LTE system, be readily applicable to other wireless communication systems, such as GSM, CDMA2000, WCDMA, TD-SCDMA with
And following new network system etc., do not limit herein.
Based on above-mentioned mobile subscriber terminal hardware configuration and communications network system, each implementation of the inventive method is proposed
Example.
First embodiment
Fig. 3 applies method for cleaning basic flow sheet for what the present embodiment provided, and this includes using method for cleaning：
The user of each background user application uses data in S301, acquisition scheduled duration.
In embodiments of the present invention, user includes operation data and the use that user is operated to application using data
Using use the data for performing specific function, such as user's control is applied to be switched to from the background, from being switched to foreground from the background from foreground
Switching times etc., and apply shared flow, in the resident duration on foreground etc. parameter.For the ease of being described below, its
Each background user can be included to apply in scheduled duration from running background is switched to the number of front stage operation, each background user is answered
In scheduled duration from running background be switched to front stage operation after resident duration and each background user apply in pre- timing
In long from running background be switched to front stage operation after flow use it is at least one in parameter.
In embodiments of the present invention, background user application refers to operate in user's application on backstage, itself and system application phase
Corresponding, system application refers to the application that system worked well must be run, and user's application is then that user can select to open
Application, including the application that user voluntarily downloads, such as QQ, wechat, Alipay etc., and the application issued with system, such as GPS
Positioning, map, compass, alarm clock etc..
In embodiments of the present invention, this step can be realized by following steps：
Monitor whether to meet to obtain the acquisition condition using data；
When meeting, obtain in scheduled duration, the user of current each background user application uses data.
In certain embodiments, monitor whether to meet to obtain to include using the acquisition condition of data：
Monitor whether to switch to the state change application of running background from front stage operation；
If existence change application, judge whether state change application is user's application；
Applied if state change is applied for user, meet acquisition condition.
S302, the user to the application of each background user are analyzed using data, obtain the use of each background user application
Parameter.
In embodiments of the present invention, the use of parameter is the parameter that the present invention newly defines, for characterizing user to a certain application
Demand degree, its can be percentage form or absolute reference form, numerical value as described below etc..
In embodiments of the present invention, this step can be implemented by the following steps：
Default use parameter calculative strategy is called, includes selection strategy and calculative strategy using parameter calculative strategy；
According to selection strategy, selection participates in using the type of data using the user of parameter；
According to calculative strategy, user is calculated using data, determines the use parameter of each background user application.
It can be configured by interface as shown in Figure 8 using parameter calculative strategy, in fig. 8, calculated using parameter
Strategy includes two sports such as selection strategy and calculative strategy.
Selection strategy, which is exactly simple user, uses the selection of the type of data, such as each background user application of simultaneous selection
The number switch_times of front stage operation is switched to from running background, each background user is applied in pre- timing in scheduled duration
In long from running background be switched to front stage operation after resident duration stay_time and each background user apply in pre- timing
In long from running background be switched to front stage operation after flow use this three classes data of parameter data.
And calculative strategy includes the mode such as scope value summing mode and the summation of weight value.
Specifically, scope value summing mode can be realized in the following way：As shown in figure 9, for example for switch_
Times, set section that switching times are correspondingly gone out to switch_times score value, such as in T time, a background application is cut
It is that 0,1~3 score value is 5 to change to the score value of foreground 0 time, and above score value is 10 three times；For stay_time, section is set to draw
It is switched to the score value of residence time behind foreground, such as resident more than 10 minutes was 10 points, less than 10 minutes, score value was equal to the time,
Such as stop 6 minutes, score value 6；For data, section is set to show that data score value, such as a backstage perform handover to
The flow used behind foreground is then 10 points, 5M~30M is then 5 points, and below 5M is 1 point more than 30M；Then should according to each user
Score value summation calculates the total score of an application, i.e. Total=switch_times+stay_ corresponding to three data
Time+data, then Total score range is 2~28.Fraction is higher, illustrates that user more payes attention to this application, because user will
Its frequent switching is to foreground, and residence time is grown, more using data.
Specifically, the summation of weight value can be achieved in that：As shown in Figure 10, the weight for setting switch_times is
0.5th, stay_time weight be 0.4, data weight be 0.1；Then the absolute value for three data each user applied point
Corresponding weight is not multiplied by, and is summed and calculated the total score of an application, i.e. Total=0.5*switch_times+0.4*
Stay_time+0.1*data, then Total score range is 2~28.Fraction is higher, illustrates that user more payes attention to this application,
Because user is by its frequent switching to foreground, and residence time is grown, more using data.
S303, the use parameter applied according to each background user, the application priority of each background user application is set.
In embodiments of the present invention, what background user was applied represents using the grade being cleaned using priority, such as
The application priority of background user application is bigger, and the probability that it is cleaned is also bigger.
Specifically, in embodiments of the present invention, this step comprises the following steps：
Call the default mapping relations using parameter and application priority；
The use parameter applied according to mapping relations and each background user, set the application of each background user application preferential
Level.
In certain embodiments, the definition of mapping relations is different, and it is divided into Direct mapping and back mapping on the whole.It is positive
Mapping refers to that the numerical value using parameter is bigger, and bigger using the numerical value of priority, this is typically employed in some systems, at this
It is bigger using the numerical value of priority when carrying out internal memory cleaning in a little systems, it is less susceptible to be cleaned；Back mapping is to instigate
Bigger with the numerical value of parameter, using the numerical value of priority with regard to smaller, this is typically employed in some systems, such as Android system,
It is smaller using the numerical value of priority when carrying out internal memory cleaning in these systems, it is less susceptible to be cleaned.
So that mapping relations are back mapping as an example；Now, the use applied according to mapping relations and each background user is joined
Number, setting the application priority of each background user application includes：
The use parameter applied according to each background user, to background user application in the way of being gradually reduced using parameter
It is ranked up, generates ranking results；
The sequencing applied according to each background user in ranking results, have successively it is small arrive big order, configure each backstage
Numerical value corresponding to the application priority of user's application.
S304, the application priority applied according to each background user, carry out the application cleaning of each background user application.
In embodiments of the present invention, this step is achieved in that：
Judge whether internal memory use state meets to apply cleaning condition；
If so, then the maximum background user application of priority is applied in cleaning step by step.
When ram space is remaining insufficient, Android system begins a clean up background process, then and it is corresponding, judge that internal memory makes
Whether meet that using cleaning condition can judge whether remaining memory ram is less than 23040 timeslices with state, if so, then
Satisfaction applies cleaning condition, and cleaning is using the maximum background user application of priority successively.
The present embodiment causes user to use for existing application method for cleaning when carrying out indifference cleaning to background application
The defects of poor is experienced, data are used by obtaining the user that each background user is applied in scheduled duration, to each background user application
User analyzed using data, obtain use the parameter of each background user application, be then based on what each background user was applied
Using parameter, the application priority of each background user application is set, the application priority that so each background user is applied all will be with
The use data that user applies to each user in preset duration, as backstage to foreground switching times, be switched to foreground after
The correlations such as resident duration, the uninterrupted used, i.e., each background user application embody user to application using priority
Use demand, then on this basis, the application priority applied according to each background user, carry out answering for each background user application
With cleaning when, it is possible to realization the demand of application is targetedly cleared up for user, such as only cleaning user's request compared with
Low application, so solve existing application method for cleaning causes user to use body when carrying out indifference cleaning to background application
The problem of the defects of testing difference, enhance the usage experience of user.
Second embodiment
Fig. 4 applies method for cleaning refined flow chart for what second embodiment of the invention provided, and this includes using method for cleaning：
S401, monitor whether to meet to obtain the acquisition condition using data.
In certain embodiments, this step can be realized by following steps：Monitor whether to switch to from front stage operation
The state change application of running background；If existence change application, judge whether state change application is user's application；If
State change is applied to be applied for user, then meets acquisition condition.
Such as at the t0 moment, running background is switched to from front stage operation using a, then, it is state change application using a,
Now, judge whether using a be user's application, if, then it is assumed that meet acquisition condition, perform step S402, otherwise return and hold
Row S401.
In other embodiment, this step can also perform when needing and carrying out using cleaning, then, now, this
Step can be realized by following steps：Whether monitoring free memory is less than preset value；If so, then need to carry out internal memory cleaning,
Think to meet acquisition condition.
Such as at the t1 moment, judge whether remaining memory ram is less than 23040 timeslices, if, then it is assumed that meet to obtain
Condition, step S402 is performed, otherwise return and perform S401.
S402, obtain in scheduled duration, the user of current each background user application uses data.
Configuration result as shown in Figure 8, this step needs obtain each background user simultaneously and applied in scheduled duration from rear
Platform operation is switched to the number switch_times of front stage operation, each background user is applied and cut in scheduled duration from running background
The resident duration stay_time and each background user changed to after front stage operation is applied and cut in scheduled duration from running background
The flow changed to after front stage operation uses this three classes data of parameter data.
S403, calling are default to use parameter calculative strategy.
Configuration result as shown in Figure 8, use the selection strategy simultaneous selection number switch_ in parameter calculative strategy
Times, resident duration stay_time and flow use parameter data.
Calculative strategy can be scope value summing mode, and specific as shown in figure 9, being directed to switch_times, backstage should
It is that 0,1~3 score value is 5 with the score value of foreground 0 time is switched to, above score value is 10 three times；It is resident to exceed for stay_time
10 minutes are 10 points, and less than 10 minutes, score value was equal to the time, such as stops 6 minutes, score value 6；For data, the stream used
Amount is then 10 points, 5M~30M is then 5 points, and below 5M is 1 point more than 30M.
Calculative strategy can be weight value summing mode, specific as shown in Figure 10, set switch_times weight
Weight for 0.5, stay_time is 0.4, data weight is 0.1.
S404, according to calculative strategy, user is calculated using data, determines the use ginseng of each background user application
Number.
S405, call the default mapping relations using parameter and application priority.
S406, the use parameter applied according to mapping relations and each background user, the application of each background user application is set
Priority.
S407, the application priority applied according to each background user, carry out the application cleaning of each background user application.
Above-mentioned steps S404 to step S407 has been carried out describing above, repeats no more.
The present embodiment causes user to use for existing application method for cleaning when carrying out indifference cleaning to background application
The defects of poor is experienced, when meeting acquisition condition, data are used by obtaining the user that each background user is applied in scheduled duration,
The user of each background user application is analyzed using data, the use parameter of each background user application is obtained, is then based on
The use parameter of each background user application, the application priority of each background user application is set, so each background user application
All will be secondary with the use data that user applies to each user in preset duration, such as switching on backstage to foreground using priority
Number, it is switched to the correlations such as the resident duration behind foreground, the uninterrupted used, i.e., the application priority body of each background user application
Use demand of the user to application is showed, then on this basis, the application priority applied according to each background user, carry out each
During the application cleaning of background user application, it is possible to realization is targetedly cleared up the demand of application for user, such as
The relatively low application of user's request is only cleared up, existing application method for cleaning is so solved and indifference cleaning is being carried out to background application
When the defects of causing user experience difference the problem of, enhance the usage experience of user.
3rd embodiment
Fig. 5 is the flow chart using method for cleaning that third embodiment of the invention provides, and this includes using method for cleaning：
S501, judge whether state change application is user's application.
In certain embodiments, this step includes：Monitor whether to switch to the state of running background to become from front stage operation
Change application；If existence change application, judge whether state change application is user's application；If state change is applied to use
Family is applied, then meets acquisition condition.
Such as at the t0 moment, running background is switched to from front stage operation using a, then, it is state change application using a,
Now, judge whether using a be user's application, if, then it is assumed that meet acquisition condition, perform step S502, otherwise return and hold
Row S501.
S502, obtain in 120 minutes, the user of current each background user application uses data.
It is assumed that scheduled duration is 120 minutes, current each background user, which is applied, to be included using 1, using 2 and using 3, in t0
Carve, at the same obtain using 1, using number switch_times in 120 minutes of 2 and application 3, resident duration stay_time,
And flow uses parameter data.
S503, calling are default to use parameter calculative strategy.
Configuration result as shown in Figure 8, use the selection strategy simultaneous selection number switch_ in parameter calculative strategy
Times, resident duration stay_time and flow use parameter data.
Calculative strategy can be scope value summing mode, and specific as shown in figure 9, being directed to switch_times, backstage should
It is that 0,1~3 score value is 5 with the score value of foreground 0 time is switched to, above score value is 10 three times；It is resident to exceed for stay_time
10 minutes are 10 points, and less than 10 minutes, score value was equal to the time, such as stops 6 minutes, score value 6；For data, the stream used
Amount is then 10 points, 5M~30M is then 5 points, and below 5M is 1 point more than 30M.
S504, according to calculative strategy, user is calculated using data, determines the use ginseng of each background user application
Number.
It is assumed that be 5 times using the 1 number switch_times in 120 minutes, total resident duration stay_time be 10
Minute and total flow the use of parameter data is 10M；It it is 3 times using the 2 number switch_times in 120 minutes, total
Resident duration stay_time be 6 minutes and total flow using parameter data is 50M；Using 3 times in 120 minutes
Number switch_times is 1 time, total resident duration stay_time is 15 minutes and total flow is using parameter data
5M。
According to Fig. 9 configuration, it is using 1 use parameter：10+10+5=25；It is using 2 use parameter：5+6+10
=21；It is using 3 use parameter：5+10+1=16.
S505, call the default mapping relations using parameter and application priority.
In the present embodiment, mapping relations are back mapping, i.e. the use parameter of background user application is bigger, corresponding to answer
It is smaller with priority.
S506, the use parameter applied according to mapping relations and each background user, the application of each background user application is set
Priority.
It is maximum using 1 use parameter according to step S504 result of calculation, take second place using 2 use parameter, using 3
Use parameter it is minimum, it is now, therefore, minimum using 1 application priority because mapping relations be back mapping, for 1, answer
Taken second place with 2 application priority, be 2, it is maximum using 3 application priority, it is 3.
S507, the application priority applied according to each background user, carry out the application cleaning of each background user application.
Based on step S506, when needing to carry out internal memory cleaning, cleaning at first applies 3.
The present embodiment causes user to use for existing application method for cleaning when carrying out indifference cleaning to background application
The defects of poor is experienced, when meeting acquisition condition, data are used by obtaining the user that each background user is applied in scheduled duration,
The user of each background user application is analyzed using data, the use parameter of each background user application is obtained, is then based on
The use parameter of each background user application, the application priority of each background user application is set, so each background user application
All will be secondary with the use data that user applies to each user in preset duration, such as switching on backstage to foreground using priority
Number, it is switched to the correlations such as the resident duration behind foreground, the uninterrupted used, i.e., the application priority body of each background user application
Use demand of the user to application is showed, then on this basis, the application priority applied according to each background user, carry out each
During the application cleaning of background user application, it is possible to realization is targetedly cleared up the demand of application for user, such as
The relatively low application of user's request is only cleared up, existing application method for cleaning is so solved and indifference cleaning is being carried out to background application
When the defects of causing user experience difference the problem of, enhance the usage experience of user.
Fourth embodiment
Fig. 6 is the flow chart using method for cleaning that fourth embodiment of the invention provides, and this includes using method for cleaning：
Whether S601, monitoring free memory are less than preset value.
In certain embodiments, this step can perform when needing and carrying out using cleaning, then, now, this step bag
Include：Whether monitoring free memory is less than preset value；If so, then need to carry out internal memory cleaning, it is believed that meet acquisition condition.
Such as at the t1 moment, judge whether remaining memory ram is less than 23040 timeslices, if, then it is assumed that meet to obtain
Condition, step S602 is performed, otherwise return and perform S601.
S602, obtain in 120 minutes, the user of current each background user application uses data.
It is assumed that scheduled duration is 120 minutes, current each background user, which is applied, to be included using 1, using 2 and using 3, in t0
Carve, at the same obtain using 1, using number switch_times in 120 minutes of 2 and application 3, resident duration stay_time,
And flow uses parameter data.
S603, calling are default to use parameter calculative strategy.
Configuration result as shown in Figure 8, use the selection strategy simultaneous selection number switch_ in parameter calculative strategy
Times, resident duration stay_time and flow use parameter data.
Calculative strategy can be weight value summing mode, specific as shown in Figure 10, set switch_times weight
Weight for 0.5, stay_time is 0.4, data weight is 0.1.
S604, according to calculative strategy, user is calculated using data, determines the use ginseng of each background user application
Number.
It is assumed that be 5 times using the 1 number switch_times in 120 minutes, total resident duration stay_time be 10
Minute and total flow the use of parameter data is 10M；It it is 3 times using the 2 number switch_times in 120 minutes, total
Resident duration stay_time be 6 minutes and total flow using parameter data is 50M；Using 3 times in 120 minutes
Number switch_times is 1 time, total resident duration stay_time is 15 minutes and total flow is using parameter data
5M。
According to Figure 10 configuration, it is using 1 use parameter：0.5*5+0.4*10+0.1*10=7.5；Using 2 use
Parameter is：0.5*3+0.4*6+0.1*50=8.9；It is using 3 use parameter：0.5*1+0.4*15+0.1*5=7.
S605, call the default mapping relations using parameter and application priority.
In the present embodiment, mapping relations are back mapping, i.e. the use parameter of background user application is bigger, corresponding to answer
It is smaller with priority.
S606, the use parameter applied according to mapping relations and each background user, the application of each background user application is set
Priority.
It is maximum using 2 use parameter according to step S604 result of calculation, take second place using 1 use parameter, using 3
Use parameter it is minimum, it is now, therefore, minimum using 2 application priority because mapping relations be back mapping, for 1, answer
Taken second place with 1 application priority, be 2, it is maximum using 3 application priority, it is 3.
S607, the application priority applied according to each background user, carry out the application cleaning of each background user application.
Based on step S606, now need to carry out internal memory cleaning, cleaning at first applies 3.
From the step S606 result of calculations different from step S506, different strategies is used, it will occur different
Result of calculation.
The present embodiment causes user to use for existing application method for cleaning when carrying out indifference cleaning to background application
The defects of poor is experienced, when meeting acquisition condition, data are used by obtaining the user that each background user is applied in scheduled duration,
The user of each background user application is analyzed using data, the use parameter of each background user application is obtained, is then based on
The use parameter of each background user application, the application priority of each background user application is set, so each background user application
All will be secondary with the use data that user applies to each user in preset duration, such as switching on backstage to foreground using priority
Number, it is switched to the correlations such as the resident duration behind foreground, the uninterrupted used, i.e., the application priority body of each background user application
Use demand of the user to application is showed, then on this basis, the application priority applied according to each background user, carry out each
During the application cleaning of background user application, it is possible to realization is targetedly cleared up the demand of application for user, such as
The relatively low application of user's request is only cleared up, existing application method for cleaning is so solved and indifference cleaning is being carried out to background application
When the defects of causing user experience difference the problem of, enhance the usage experience of user.
5th embodiment
A kind of mobile terminal is present embodiments provided, it is shown in Figure 7, including processor 701, memory 702, communication are always
Line 703, communication unit 704 and antenna 705；
Communication bus 703 is used to realize the connection communication between processor 701, memory 702 and communication unit 704；
Communication unit 704 can be radio frequency communications unit (radio circuit) or other kinds of communication unit, its
Including main transmitting-receiving path, auxiliary receiving path (not shown in path figure), antenna 705 comprises at least three groups, this at least three groups of antenna
In currently with it is above-mentioned it is main transmitting-receiving communication be primary antenna, currently connect with above-mentioned auxiliary receiving path supplemented by antenna, residue
For spare antenna.
Memory 702 is used to perform one or more programs, processor 701 be used to performing stored in memory one or
The multiple programs of person, the step of to realize as above application method for cleaning exemplified by each embodiment.
Present invention also offers a kind of computer-readable recording medium, computer-readable recording medium storage have one or
Multiple programs, one or more program can be by one or more computing devices, to realize exemplified by as above each embodiment
Application method for cleaning the step of.
The present invention provides one kind and applies method for cleaning, mobile terminal and computer-readable recording medium, for existing application
The defects of method for cleaning causes user experience difference when carrying out indifference cleaning to background application, by obtaining scheduled duration
The user of interior each background user application uses data, and the user of each background user application is analyzed using data, obtained each
The use parameter of background user application, the use parameter of each background user application is then based on, each background user application is set
Using priority, so each background user application using priority all by with preset duration user each user is applied
Using data, such as switching times on backstage to foreground, the uninterrupted correlation for being switched to the resident duration behind foreground, using,
I.e. each background user application embodies use demand of the user to application using priority, then on this basis, according to each
The application priority of background user application, when carrying out the application cleaning of each background user application, it is possible to which realization is directed to user couple
The demand of application is targetedly cleared up, such as only clears up the relatively low application of user's request, and it is clear so to solve existing application
The problem of the defects of reason method causes user experience difference when carrying out indifference cleaning to background application, enhance user's
Usage experience.
It should be noted that herein, term " comprising ", "comprising" or its any other variant are intended to non-row
His property includes, so that process, method, article or device including a series of elements not only include those key elements, and
And also include the other element being not expressly set out, or also include for this process, method, article or device institute inherently
Key element.In the absence of more restrictions, the key element limited by sentence "including a ...", it is not excluded that including this
Other identical element also be present in the process of key element, method, article or device.
The embodiments of the present invention are for illustration only, do not represent the quality of embodiment.
Through the above description of the embodiments, those skilled in the art can be understood that above-described embodiment side
Method can add the mode of required general hardware platform to realize by software, naturally it is also possible to by hardware, but in many cases
The former is more preferably embodiment.Based on such understanding, technical scheme is substantially done to prior art in other words
Going out the part of contribution can be embodied in the form of software product, and the computer software product is stored in a storage medium
In (such as ROM/RAM, magnetic disc, CD), including some instructions to cause a station terminal (can be mobile phone, computer, service
Device, air conditioner, or network equipment etc.) perform method described in each embodiment of the present invention.
Embodiments of the invention are described above in conjunction with accompanying drawing, but the invention is not limited in above-mentioned specific
Embodiment, above-mentioned embodiment is only schematical, rather than restricted, one of ordinary skill in the art
Under the enlightenment of the present invention, in the case of present inventive concept and scope of the claimed protection is not departed from, it can also make a lot
Form, these are belonged within the protection of the present invention.
Claims (10)
1. one kind applies method for cleaning, it is characterised in that including：
The user for obtaining each background user application in scheduled duration uses data；
The user of each background user application is analyzed using data, obtains the use ginseng of each background user application
Number；
The use parameter applied according to each background user, the application priority of each background user application is set；
The application priority applied according to each background user, carry out the application cleaning of each background user application.
2. apply method for cleaning as claimed in claim 1, it is characterised in that the use number for obtaining each background user application
According to including：
Monitor whether to meet to obtain the acquisition condition using data；
When meeting, obtain in scheduled duration, the user of current each background user application uses data.
3. apply method for cleaning as claimed in claim 2, it is characterised in that described to monitor whether to meet to obtain using data
Acquisition condition includes：
Monitor whether to switch to the state change application of running background from front stage operation；
If the state change application be present, judge whether the state change application is user's application；
Applied if the state change is applied for user, meet the acquisition condition.
4. apply method for cleaning as claimed in claim 1, it is characterised in that described to make according to what each background user was applied
With parameter, setting the application priority of each background user application includes：
Call the default mapping relations using parameter and application priority；
The use parameter applied according to the mapping relations and each background user, each background user application is set
Using priority.
5. apply method for cleaning as claimed in claim 4, it is characterised in that the mapping relations are back mapping；Described
According to the mapping relations and the use parameter of each background user application, set the application of each background user application excellent
First level includes：
The use parameter applied according to each background user, background user application is carried out in the way of being gradually reduced using parameter
Sequence, generate ranking results；
According to the sequencing that each background user is applied in the ranking results, ascending order, configures each backstage successively
Numerical value corresponding to the application priority of user's application.
6. apply method for cleaning as claimed in claim 1, it is characterised in that described to be answered according to what each background user was applied
With priority, including using cleaning for each background user application is carried out：
Judge whether internal memory use state meets to apply cleaning condition；
If so, then the maximum background user application of priority is applied in cleaning step by step.
7. apply method for cleaning as described in any one of claim 1 to 6, it is characterised in that the user is included using data
Each background user is applied and is switched to the number of front stage operation from running background in scheduled duration, each background user is applied predetermined
In duration from running background be switched to front stage operation after resident duration and each background user apply in scheduled duration from rear
Platform operation be switched to the flow after front stage operation use it is at least one in parameter.
8. apply method for cleaning as claimed in claim 7, it is characterised in that the user to each background user application
Analyzed using data, obtaining the use parameter of each background user application includes：
Default use parameter calculative strategy is called, includes selection strategy and calculative strategy using parameter calculative strategy；
According to the selection strategy, selection participates in using the type of data using the user of parameter；
According to the calculative strategy, user is calculated using data, determines the use parameter of each background user application.
9. a kind of mobile terminal, it is characterised in that the mobile terminal includes processor, memory, communication bus；
The communication bus is used to realize the connection communication between processor, memory；
The processor is used to perform one or more program stored in memory, to realize as appointed in claim 1 to 8
Described in one application method for cleaning the step of.
A kind of 10. computer-readable recording medium, it is characterised in that the computer-readable recording medium storage have one or
Multiple programs, one or more of programs can be by one or more computing devices, to realize such as claim 1 to 8
Any one of application method for cleaning the step of.
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Application publication date: 20180327 |