CN107797871A - EMS memory occupation method for releasing resource, mobile terminal and computer-readable recording medium - Google Patents
EMS memory occupation method for releasing resource, mobile terminal and computer-readable recording medium Download PDFInfo
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- CN107797871A CN107797871A CN201711245138.8A CN201711245138A CN107797871A CN 107797871 A CN107797871 A CN 107797871A CN 201711245138 A CN201711245138 A CN 201711245138A CN 107797871 A CN107797871 A CN 107797871A
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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
- G06F9/50—Allocation of resources, e.g. of the central processing unit [CPU]
- G06F9/5005—Allocation of resources, e.g. of the central processing unit [CPU] to service a request
- G06F9/5011—Allocation of resources, e.g. of the central processing unit [CPU] to service a request the resources being hardware resources other than CPUs, Servers and Terminals
- G06F9/5016—Allocation of resources, e.g. of the central processing unit [CPU] to service a request the resources being hardware resources other than CPUs, Servers and Terminals the resource being the memory
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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
- G06F9/50—Allocation of resources, e.g. of the central processing unit [CPU]
- G06F9/5005—Allocation of resources, e.g. of the central processing unit [CPU] to service a request
- G06F9/5011—Allocation of resources, e.g. of the central processing unit [CPU] to service a request the resources being hardware resources other than CPUs, Servers and Terminals
- G06F9/5022—Mechanisms to release resources
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Abstract
The invention discloses a kind of EMS memory occupation method for releasing resource, mobile terminal and computer-readable recording medium, this method includes：When the mobile terminal is in user's use state, obtain installed in the mobile terminal application using data, and described will write user behavior data storehouse using data；In the user behavior data storehouse association table, frequency of use weight table, use time weight table and place to use weight table are established using data；When detecting that the internal memory based on preset trigger condition triggering clears up instruction, operation associated application is determined according to the application process information of the mobile terminal and the association table；Application for clearance is determined according to operation associated application, the frequency of use weight table, the use time weight table and the place to use weight table, and discharges the EMS memory occupation resource of the application for clearance.The present invention can realize the automatic cleaning of internal memory in the case where user is unaware of.
Description
Technical field
The present invention relates to technical field of mobile terminals, more particularly to a kind of EMS memory occupation method for releasing resource, mobile terminal
And computer-readable recording medium.
Background technology
With the development of mobile terminal technology, the hardware configuration of mobile terminal is also become better and better, the function that can be realized
It is more and more, and integrated APP (Application, application program) is also more and more.When running of mobile terminal user uses frequency
The higher APP of rate (the higher APP of user's frequency of use is generally Fat Client APP), the file data of generation is more, for example,
Wechat and QQ applications etc. are, it is necessary to take more disk space, when the application of running background is more, take more internal memory money
Source, however, the memory source of mobile terminal is limited, when memory source is smaller, easily occur system interim card and it is other should
With can not normal operation situation.
At present, the memory source of mobile terminal is cleared up, it is necessary to exit what is be currently running manually in user to realize
Using so as to discharge occupied memory source, capable cleaning can not be internally deposited into the case where user is unaware of.Therefore, such as
Where user be unaware of in the case of realize the automatic cleaning of internal memory, the response speed for improving application is urgently to be resolved hurrily at present asks
Topic.
The above is only used for auxiliary and understands technical scheme, does not represent and recognizes that the above is existing skill
Art.
The content of the invention
It is a primary object of the present invention to provide a kind of EMS memory occupation method for releasing resource, mobile terminal and computer-readable
Storage medium, it is intended to solve the automatic cleaning that internal memory how is realized in the case where user is unaware of, improve the response speed of application
The technical problem of degree.
To achieve the above object, the present invention provides a kind of EMS memory occupation method for releasing resource, and the EMS memory occupation resource is released
The method of putting comprises the following steps：
When the mobile terminal is in user's use state, obtains and the application of application has been installed in the mobile terminal made
With data, and described it will write user behavior data storehouse using data；
In the user behavior data storehouse using data establish association table, frequency of use weight table,
Use time weight table and place to use weight table；
When detecting that the internal memory based on preset trigger condition triggering clears up instruction, entered according to the application of the mobile terminal
Journey information and the association table determine operation associated application；
According to operation associated application, the frequency of use weight table, the use time weight table and the use
Place weight table determines application for clearance, and discharges the EMS memory occupation resource of the application for clearance.
Alternatively, the establishing association table using data, using in the user behavior data storehouse
The step of frequency weight table, use time weight table and place to use weight table, includes：
From in the user behavior data storehouse using obtained in data each using the association information of application,
User's click information, binder thread informations, use time information and place to use information；
The associated application and the association factor for determining each to apply according to the association information, and answered according to each
Associated application and the association factor establish association table；
Determine each to weigh using the frequency of use of application according to user's click information and the binder thread informations
Value, and establish frequency of use weight table using the application identities and the frequency of use weights of application according to each；
Determined each using the use time weights of application according to the use time information, and applied according to each use
Application identities and the use time weights establish use time weight table；
Determined each using the place to use weights of application according to the place to use information, and applied according to each use
Application identities and the place to use weights establish place to use weight table.
Alternatively, the application process information according to the mobile terminal determines that operation associates with the association table
Using the step of include：
When detecting that the internal memory based on preparatory condition triggering clears up instruction, being obtained from the internal memory of the mobile terminal should
Use progress information；
Application identities in the application process information obtain operation application, and are obtained from the association table
The association associated with the application identities uses application；
Used the operation application with described associate using as operation associated application.
Alternatively, it is described according to the operation associated application, the frequency of use weight table, the use time weight table
The step of determining application for clearance with the place to use weight table, and discharging the EMS memory occupation resource of the application for clearance is wrapped
Include：
According to determining the frequency of use weight table, the use time weight table and the place to use weight table
Run the internal memory cleaning weights of each operation associated application in associated application；
Internal memory cleaning weights are in the operation associated application of preset weights set as application for clearance, and discharged
The EMS memory occupation resource of the application for clearance.
Alternatively, the step of EMS memory occupation resource of the release application for clearance includes：
The size of the EMS memory occupation resource of each application for clearance is calculated, and according to the EMS memory occupation of each application for clearance
The size of resource determines the release order of the EMS memory occupation resource of each application for clearance；
The EMS memory occupation resource of each application for clearance is discharged according to release order.
Alternatively, the preset trigger condition of the internal memory cleaning instruction is in including the mobile terminal puts out the standby shape of screen
State, and the screen standby time that puts out for putting out screen holding state exceedes preset duration, and the internal memory of the mobile terminal can use money
Source is less than predetermined threshold value.
In addition, to achieve the above object, the present invention also provides a kind of mobile terminal, and the mobile terminal includes：Memory,
Processor and be stored in the EMS memory occupation resource release program that can be run on the memory and on the processor, it is described in
Deposit the step of realizing EMS memory occupation method for releasing resource as described above when taking resource release program by the computing device.
The present invention also provides a kind of computer-readable recording medium, and internal memory is stored with the computer-readable recording medium
Resource release program is taken, the EMS memory occupation resource release program realizes EMS memory occupation as described above when being executed by processor
The step of method for releasing resource.
The present invention provides a kind of EMS memory occupation method for releasing resource, mobile terminal and computer-readable recording medium, at this
When mobile terminal is in user's use state, obtains and being answered using data, and by this for application has been installed in the mobile terminal
With using data write-in user behavior data storehouse, then application is established using data in the user behavior data storehouse
Contingency table, frequency of use weight table, use time weight table and place to use weight table, preset trigger condition is based on when detecting
During the internal memory cleaning instruction of triggering, determine that operation associates with the association table according to the application process information of the mobile terminal and answer
With, finally according to the operation associated application, frequency of use weight table, use time weight table and place to use weight table determine treat
Cleaning application, and discharges the EMS memory occupation resource of application for clearance, and this programme is by collecting user using having pacified in mobile terminal
Dress application using data, and based on should using data establish association table, frequency of use weight table, use when
Section weight table and place to use weight table, record user using custom, then according in the user behavior data storehouse
Association table, frequency of use weight table, use time weight table and place to use weight table are established using data, and
When detecting that the internal memory based on preset trigger condition triggering clears up instruction, based on application process information and user using habit
The used internal memory to mobile terminal is cleared up, and so as to memory optimization, can be realized in the case where user is unaware of occupied
The automatic release of memory source, ensure that application with normal operation, can improve the response speed of application.
Brief description of the drawings
Fig. 1 is a kind of hardware architecture diagram for the mobile terminal for realizing each embodiment of the present invention；
Fig. 2 is the schematic flow sheet of EMS memory occupation method for releasing resource first embodiment of the present invention；
Fig. 3 is to determine operation according to the application process information of the mobile terminal and the association table described in Fig. 2
The refinement schematic flow sheet of associated application step；
Fig. 4 is to be weighed described in Fig. 2 according to the operation associated application, the frequency of use weight table, the use time
Value table and the place to use weight table determine application for clearance, and discharge the EMS memory occupation resources step of the application for clearance
Refinement schematic flow sheet；
Fig. 5 is the interior of the release application for clearance described in EMS memory occupation method for releasing resource second embodiment of the present invention
Deposit the refinement schematic flow sheet for taking resource.
The realization, functional characteristics and advantage of the object of the invention will be described further referring to the drawings in conjunction with the embodiments.
Embodiment
It should be appreciated that the specific embodiments described herein are merely illustrative of the present invention, it is not intended to limit the present invention.
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 and power supply 111.It will be understood by those skilled in the art that shown in Fig. 1
Mobile terminal structure does not form the restriction to mobile terminal, and 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..
Based on above-mentioned mobile terminal hardware configuration, each embodiment of mobile terminal of the present invention is proposed.
Fig. 1 is refer to, in the first embodiment of mobile terminal of the present invention, the mobile terminal includes：Memory, processor
And the EMS memory occupation resource release program that can be run on the memory and on the processor is stored in, the internal memory accounts for
Following steps are realized during with resource release program by the computing device：
When the mobile terminal is in user's use state, obtains and the application of application has been installed in the mobile terminal made
With data, and described it will write user behavior data storehouse using data；
In the user behavior data storehouse using data establish association table, frequency of use weight table,
Use time weight table and place to use weight table；
When detecting that the internal memory based on preset trigger condition triggering clears up instruction, entered according to the application of the mobile terminal
Journey information and the association table determine operation associated application；
According to operation associated application, the frequency of use weight table, the use time weight table and the use
Place weight table determines application for clearance, and discharges the EMS memory occupation resource of the application for clearance.
Further, the EMS memory occupation resource release program by the computing device when realize following steps：
From in the user behavior data storehouse using obtained in data each using the association information of application,
User's click information, binder thread informations, use time information and place to use information；
The associated application and the association factor for determining each to apply according to the association information, and answered according to each
Associated application and the association factor establish association table；
Determine each to weigh using the frequency of use of application according to user's click information and the binder thread informations
Value, and establish frequency of use weight table using the application identities and the frequency of use weights of application according to each；
Determined each using the use time weights of application according to the use time information, and applied according to each use
Application identities and the use time weights establish use time weight table；
Determined each using the place to use weights of application according to the place to use information, and applied according to each use
Application identities and the place to use weights establish place to use weight table.
Further, the EMS memory occupation resource release program by the computing device when realize following steps：
When detecting that the internal memory based on preparatory condition triggering clears up instruction, being obtained from the internal memory of the mobile terminal should
Use progress information；
Application identities in the application process information obtain operation application, and are obtained from the association table
The association associated with the application identities uses application；
Used the operation application with described associate using as operation associated application.
Further, the EMS memory occupation resource release program by the computing device when realize following steps：
According to determining the frequency of use weight table, the use time weight table and the place to use weight table
Run the internal memory cleaning weights of each operation associated application in associated application；
Internal memory cleaning weights are in the operation associated application of preset weights set as application for clearance, and discharged
The EMS memory occupation resource of the application for clearance.
Further, the EMS memory occupation resource release program by the computing device when realize following steps：
The size of the EMS memory occupation resource of each application for clearance is calculated, and according to the EMS memory occupation of each application for clearance
The size of resource determines the release order of the EMS memory occupation resource of each application for clearance；
The EMS memory occupation resource of each application for clearance is discharged according to release order.
Further, the preset trigger condition of the internal memory cleaning instruction is in including the mobile terminal puts out the standby shape of screen
State, and the screen standby time that puts out for putting out screen holding state exceedes preset duration, and the internal memory of the mobile terminal can use money
Source is less than predetermined threshold value.
Each specific embodiment base of the specific embodiment of mobile terminal of the present invention and following EMS memory occupation method for releasing resource
This is identical, and therefore not to repeat here.
Further, the present invention also provides a kind of EMS memory occupation resource release side of the mobile terminal applied to shown in Fig. 1
Method, reference picture 2, Fig. 2 are the schematic flow sheet of EMS memory occupation method for releasing resource first embodiment of the present invention.
In the present embodiment, the EMS memory occupation method for releasing resource includes：
Step S101, when the mobile terminal is in user's use state, obtains to have installed in the mobile terminal and answer
Using data, and described it will write user behavior data storehouse using data；
The EMS memory occupation method for releasing resource is applied to the mobile terminal shown in Fig. 1, and the mobile terminal includes smart mobile phone
With tablet personal computer etc..Mobile terminal is in user's use state, i.e., when mobile terminal is in unblock bright screen state, obtains mobile whole
Each using application using data in end, and user behavior data storehouse should be write using data, specifically, when
When detecting the application icon for having installed application in mobile terminal by touch-control, having been installed corresponding to control mobile terminal entrance should
With, at the same obtain current operation application using data, should include using data application name, using the period,
Using place, association information, association in time information and place related information etc..
The period residing when representing use current application using the period, it should be represented using place using currently
Using when mobile terminal residing for geographic location, the association of the association information including currently used application is using applying and make
Service condition with association in the preset time after current application using application, the association in time information, which represents to use, currently should
Service condition with association in the residing period using application, the place related information are represented using the place residing for current application
Upper association uses the service condition applied.Should using the period include five value, respectively morning, noon, afternoon, evening and
It is undefined, and the corresponding period is respectively 6:30 to 8:30、11:30 to 13:30、17:30 to 19:30、20:30 to 22:30
With remaining period in one day.It should be noted that it should can be based on actual conditions by those skilled in the art using the period
It is configured, the present embodiment is not especially limited to this.
Step S102, association table is established, using frequency using data in the user behavior data storehouse
Rate weight table, use time weight table and place to use weight table；
After the mobile terminal will write user behavior data storehouse using data, based in the user behavior data storehouse
Establish association table, frequency of use weight table, use time weight table and place to use weight table using data, should
Association table includes application identities, associated application mark and the association factor, and the frequency of use weight table includes application and marked
Know and frequency of use weights, the use time weight table include application identities, use time and use time weights, this uses ground
Point weight table includes application identities, place to use and place to use weights.
Alternatively, in the present embodiment, step S102 includes：
From in the user behavior data storehouse using obtained in data each using the association information of application,
User's click information, binder thread informations, use time information and place to use information；
The associated application and the association factor for determining each to apply according to the association information, and answered according to each
Associated application and the association factor establish association table；
Determine each to weigh using the frequency of use of application according to user's click information and the binder thread informations
Value, and establish frequency of use weight table using the application identities and the frequency of use weights of application according to each；
Determined each using the use time weights of application according to the use time information, and applied according to each use
Application identities and the use time weights establish use time weight table；
Determined each using the place to use weights of application according to the place to use information, and applied according to each use
Application identities and the place to use weights establish place to use weight table.
After the mobile terminal will write user behavior data storehouse using data, from the user behavior data storehouse
The association information applied, user's click information, binder thread informations, use are each used using being obtained in data
Period information and place to use information, the association for then being determined each to apply according to the association information use application and application
Association factor, and association table is established using application and the association factor according to the association of each application, subsequently root
Determine each using the frequency of use weights of application according to user's click information and the binder thread informations, and made according to each
Frequency of use weight table is established with the application identities and the frequency of use weights of application, it is subsequently true according to the use time information
Fixed each use time weights using application, and established according to each application identities using application and the use time weights
Use time weight table, finally determined according to the place to use information each using the place to use weights of application, and according to every
It is individual to establish place to use weight table using the application identities and the place to use weights of application.
The association factor is established rules really, is when user starts application every time, if association use is applied current
It is most likely initiated by a user in preset time after being started using application, then corresponds to association and add 1 using the association factor of application, if
Association is not most likely initiated by a user using application in preset time, then corresponds to association and subtract 1 using the association factor of application.
The frequency of use weights are established rules then as point of application of the acquisition in preset time from user's click information really
Number is hit, frequency of use weights are determined based on section where the application number of clicks in preset time, if preset time is 120
Second, then when the application number of clicks in 120 seconds is 0 time, frequency of use weights are 0, at the application number of clicks in 120 seconds
When 1-2 times, frequency of use weights are 01, and when the application number of clicks in 120 seconds is in 3-5 times, frequency of use weights are
02, when the application number of clicks in 120 seconds is in 6-8 times, frequency of use weights are 03, and the application in 120 seconds is clicked on secondary
When number is in 9-11 times, frequency of use weights are 04, when the application number of clicks in 120 seconds is in 12-14 times, frequency of use
Weights are 05, and when the application number of clicks in 120 seconds is in 15-17 times, frequency of use weights are 06, answering in 120 seconds
When being in 18-20 times with number of clicks, frequency of use weights are 07, and the application number of clicks in 120 seconds is in 21-23 times
When, frequency of use weights are 08, and when the application number of clicks in 120 seconds is in 22-24 times, frequency of use weights are 09,
When application number of clicks in 120 seconds is more than 25 times, frequency of use weights are 10.
It is also then the thread of the acquisition binder threads from the binder thread informations that the frequency of use weights are established rules really
State value, frequency of use weights are determined based on section where the duration that the thread state value is default thread state value, should
Default thread state value is Activity, represents that binder threads are in active state, is then in the thread state value
When Activity duration is in the 0-3 seconds, frequency of use weights are 0, are continuing for Activity in the thread state value
When duration is in the 3-10 seconds, frequency of use weights are 1, and 11-15 is in the duration that the thread state value is Activity
During the second, frequency of use weights are 2, when the duration that the thread state value is Activity is in the 16-20 seconds, frequency of use
Weights are 3, and when the duration that the thread state value is Activity is in the 21-25 seconds, frequency of use weights are 4, at this
When thread state value is that Activity duration is in the 26-30 seconds, frequency of use weights are 5, are in the thread state value
When Activity duration is in the 31-35 seconds, frequency of use weights are 6, are holding for Activity in the thread state value
When continuous duration is in the 36-40 seconds, frequency of use weights are 7, and 41- is in the duration that the thread state value is Activity
At 45 seconds, frequency of use weights are 8, when the duration that the thread state value is Activity is in the 46-50 seconds, use frequency
Rate weights are 9, and when the thread state value is Activity duration 50 seconds, frequency of use weights are 10.
The use time weights are established rules really, are to obtain each use from use time information to apply in each use
Determined each using the use time applied in each use time using section where duration using the lasting of application in period
Weights, specially when lasting use duration is in the 0-5 seconds, use time weights are 0, and the 5-30 seconds are in using duration lasting
When, use time weights are 1, and when lasting use duration is in the 31-50 seconds, use time weights are 2, and duration is used lasting
During in the 51-70 seconds, use time weights are 3, and when lasting use duration is in the 71-90 seconds, use time weights are 4,
When being persistently in the 101-120 seconds using duration, use time weights are 5, when lasting use duration is in the 121-160 seconds, are made
It is 6 with period weights, when lasting use duration is in the 161-200 seconds, use time weights are 7, the strong point in lasting use
When the 201-250 seconds, use time weights are 8, and when lasting use duration is in the 251-300 seconds, use time weights are 9,
When lasting use duration is more than 00 second, use time weights are 10.It is then from using ground that the place to use weights are established rules really
Obtain each to use to apply in point information and determined often using section where duration using the lasting of application in each place to use
It is individual to use the place to use weights applied in each use time, establish rules with use time weights then similar, do not make herein really
Repeat.
Step S103, when detecting that the internal memory based on preset trigger condition triggering clears up instruction, according to described mobile whole
The application process information at end and the association table determine operation associated application；
The mobile terminal is when detecting that the internal memory based on preset trigger condition triggering clears up instruction, according to the mobile terminal
Application process information and the association table determine operation associated application.The preset trigger condition is in including mobile terminal to be put out
Shield holding state, and the screen standby time that puts out for putting out screen holding state exceedes preset duration, and the internal memory of the mobile terminal can
It is less than predetermined threshold value with resource.It should be noted that the preset duration and the predetermined threshold value can be based on by those skilled in the art
Actual conditions are configured, and the present invention is not especially limited to this.
Specifically, reference picture 3, Fig. 3 are the refinement schematic flow sheet of step S103 described in Fig. 2, and step S103 includes：
Step S1031, when detecting that the internal memory based on preparatory condition triggering clears up instruction, out of described mobile terminal
Deposit middle acquisition application process information；
Screen holding state is put out detecting that mobile terminal is in, and the screen standby time that puts out for putting out screen holding state exceedes in advance
If during duration, or when the internal memory available resources of mobile terminal are less than predetermined threshold value, triggering internal memory cleaning instruction, and from the movement
Application process information is obtained in the internal memory of terminal, the application process information is the letter of the application in running status in the internal memory
Breath, including the application identities of operation application and run time etc..
Step S1032, the application identities in the application process information obtain operation application, and are closed from the application
The association associated with the application identities is obtained in connection table and uses application；
Step S1033, used the operation application with described associate using as operation associated application.
The mobile terminal obtains application identities, and root when getting application process information from the application process information
Operation application is obtained according to the application identities, then obtains from the association table and is associated with the application identities, and association
The factor is more than the association of default association factor using application, and the operation is applied to use with the association and associated using as operation
Using.
Step S104, according to it is described operation associated application, the frequency of use weight table, the use time weight table and
The place to use weight table determines application for clearance, and discharges the EMS memory occupation resource of the application for clearance.
The mobile terminal according to the operation associated application, frequency of use weight table, makes it is determined that after operation associated application
Application for clearance is determined with period weight table and place to use weight table, and discharges the EMS memory occupation resource of application for clearance.
Specifically, reference picture 4, Fig. 4 are the refined flow chart of step S104 described in Fig. 2, and step S104 includes：
Step S1041, according to the frequency of use weight table, the use time weight table and the place to use weights
Table determines the internal memory cleaning weights of each operation associated application in the operation associated application；
The mobile terminal is after it is determined that run associated application, according to the frequency of use weight table, the use time weights
Table and the place to use weight table determine the internal memory cleaning weights of each operation associated application in the operation associated application, i.e., from this
Frequency of use weight table, the use time weight table and the place to use weight table obtain each in the operation associated application respectively
Run associated application frequency of use weights, use time weights and place to use weights, according to frequency of use weights, use when
Frequency of use weights, use time weights and place to use weighed combination are internal memory by the order of section weights and place to use weights
Clear up weights, for example, frequency of use weights, use time weights and the place to use weights of operation associated application be respectively 08,
07 and 07, then according to the sequential combination of frequency of use weights, use time weights and place to use weights after, the operation association
The internal memory cleaning weights of application are 080707, for another example running the frequency of use weights of associated application, use time weights and making
It is respectively 06,08 and 08 with place weights, then according to the order of frequency of use weights, use time weights and place to use weights
After combination, the internal memory cleaning weights of the operation associated application are 060808.
Step S1042, internal memory cleaning weights are in the operation associated application of preset weights set as clearance
Using, and discharge the EMS memory occupation resource of the application for clearance.
It is after the mobile terminal determines the internal memory cleaning weights of each operation associated application in operation associated application, this is interior
Deposit cleaning weights and be in the operation associated application of preset weights set as application for clearance, and discharge the interior of the application for clearance
Occupancy resource is deposited, i.e., the EMS memory occupation resource in internal memory is scanned, to obtain the EMS memory occupation resource of the application for clearance,
Scanning Detction one by one specially is carried out to the EMS memory occupation resource of preset kind, then provided the EMS memory occupation of the application for clearance
Source is marked, and upon completion of the assays, release has markd EMS memory occupation resource.The preset weights set can be by this area
Technical staff is configured based on actual conditions, and the present embodiment is not specifically limited to this.
The EMS memory occupation resource of the preset kind includes system class EMS memory occupation resource, right using class EMS memory occupation resource
As class EMS memory occupation resource, class database EMS memory occupation resource and assets class EMS memory occupation resource, system class EMS memory occupation money
Source include Native Heap, Dalvik Heap, Dalvik Other, Stack, Ashmem, Other dev .so mmap,
Apk mmap .ttf mmap .dex mmap, oat mmap .art mmap, Other mmap, GL mtrack and Unknown
Etc. resource, this using class EMS memory occupation resource include Java Heap storehouses, Native Heap storehouses, Code pointers, Stack,
The resources such as Graphics, Private Other and System, the object class EMS memory occupation resource include Views,
The resource such as AppContexts, Assets, Local Binders, Parcel memory, Death Recipients, the data
The storehouse class EMS memory occupation resource resource such as including memory_used, pagecache_overflow, the assets class EMS memory occupation resource
The resource such as including .ttf.
In the present embodiment, the present invention by collect user using installed in mobile terminal application using number
According to, and establish association table, frequency of use weight table, use time weight table and place to use using data based on being somebody's turn to do
Weight table, record user using custom, then being established using data in the user behavior data storehouse should
With contingency table, frequency of use weight table, use time weight table and place to use weight table, and detecting based on default triggering
During the internal memory cleaning instruction of condition triggering, the internal memory using custom to mobile terminal based on application process information and user
Cleared up, so as to memory optimization, the automatic release of occupied memory source can be realized in the case where user is unaware of,
Ensure that application with normal operation, can improve the response speed of application.
Further, reference picture 5, based on above-mentioned first embodiment, it is proposed that EMS memory occupation method for releasing resource of the present invention
Second embodiment, the difference with previous embodiment is, the internal memory of the release application for clearance in step S104 accounts for
Also included with resource：
Step S1043, the size of the EMS memory occupation resource of each application for clearance is calculated, and according to each application for clearance
EMS memory occupation resource size determine each application for clearance EMS memory occupation resource release order；
Step S1044, the EMS memory occupation resource of each application for clearance is discharged according to release order.
It should be noted that the present invention proposes a kind of specific internal memory manner of cleaning up based on previous embodiment, below only
It is explained, it is other to can refer to previous embodiment.
The mobile terminal is based on operation associated application, frequency of use weight table, use time weight table and place to use power
After value table determines application for clearance, the size of the EMS memory occupation resource of each application for clearance is calculated, and treat clearly according to each
Ought to EMS memory occupation resource size determine each application for clearance EMS memory occupation resource release order, then basis
Release order discharges to the EMS memory occupation resource of each application for clearance.
In the present embodiment, the size of the EMS memory occupation resource of the invention based on each application for clearance determines each treat clearly
Ought to EMS memory occupation resource cleaning order so that mobile terminal based on the cleaning order in each application for clearance
Deposit occupancy resource to be cleared up, effectively raise memory source rate of release.
In addition, the embodiment of the present invention also proposes a kind of computer-readable recording medium, the computer-readable recording medium
On be stored with EMS memory occupation resource release program, the EMS memory occupation resource release program realized during the computing device with
Lower step：
When the mobile terminal is in user's use state, obtains and the application of application has been installed in the mobile terminal made
With data, and described it will write user behavior data storehouse using data；
In the user behavior data storehouse using data establish association table, frequency of use weight table,
Use time weight table and place to use weight table；
When detecting that the internal memory based on preset trigger condition triggering clears up instruction, entered according to the application of the mobile terminal
Journey information and the association table determine operation associated application；
According to operation associated application, the frequency of use weight table, the use time weight table and the use
Place weight table determines application for clearance, and discharges the EMS memory occupation resource of the application for clearance.
Further, the EMS memory occupation resource release program by the computing device when realize following steps：
From in the user behavior data storehouse using obtained in data each using the association information of application,
User's click information, binder thread informations, use time information and place to use information；
The associated application and the association factor for determining each to apply according to the association information, and answered according to each
Associated application and the association factor establish association table；
Determine each to weigh using the frequency of use of application according to user's click information and the binder thread informations
Value, and establish frequency of use weight table using the application identities and the frequency of use weights of application according to each；
Determined each using the use time weights of application according to the use time information, and applied according to each use
Application identities and the use time weights establish use time weight table；
Determined each using the place to use weights of application according to the place to use information, and applied according to each use
Application identities and the place to use weights establish place to use weight table.
Further, the EMS memory occupation resource release program by the computing device when realize following steps：
When detecting that the internal memory based on preparatory condition triggering clears up instruction, being obtained from the internal memory of the mobile terminal should
Use progress information；
Application identities in the application process information obtain operation application, and are obtained from the association table
The association associated with the application identities uses application；
Used the operation application with described associate using as operation associated application.
Further, the EMS memory occupation resource release program by the computing device when realize following steps：
According to determining the frequency of use weight table, the use time weight table and the place to use weight table
Run the internal memory cleaning weights of each operation associated application in associated application；
Internal memory cleaning weights are in the operation associated application of preset weights set as application for clearance, and discharged
The EMS memory occupation resource of the application for clearance.
Further, the EMS memory occupation resource release program by the computing device when realize following steps：
The size of the EMS memory occupation resource of each application for clearance is calculated, and according to the EMS memory occupation of each application for clearance
The size of resource determines the release order of the EMS memory occupation resource of each application for clearance；
The EMS memory occupation resource of each application for clearance is discharged according to release order.
Further, the preset trigger condition of the internal memory cleaning instruction is in including the mobile terminal puts out the standby shape of screen
State, and the screen standby time that puts out for putting out screen holding state exceedes preset duration, and the internal memory of the mobile terminal can use money
Source is less than predetermined threshold value.
Each tool of the specific embodiment of computer-readable recording medium of the present invention and above-mentioned EMS memory occupation method for releasing resource
Body embodiment is essentially identical, and therefore not to repeat here.
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 system 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 system 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 system.
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 one as described above
In storage medium (such as ROM/RAM, magnetic disc, CD), including some instructions to cause a station terminal equipment (can be mobile phone,
Computer, server, air conditioner, or network equipment etc.) perform method described in each embodiment of the present invention.
The preferred embodiments of the present invention are these are only, are not intended to limit the scope of the invention, it is every to utilize this hair
The equivalent structure or equivalent flow conversion that bright specification and accompanying drawing content are made, or directly or indirectly it is used in other related skills
Art field, is included within the scope of the present invention.
Claims (10)
1. a kind of EMS memory occupation method for releasing resource, it is characterised in that the EMS memory occupation method for releasing resource is applied to movement
Terminal, the EMS memory occupation method for releasing resource comprise the following steps：
When the mobile terminal is in user's use state, obtain installed in the mobile terminal application using number
According to, and described will write user behavior data storehouse using data；
Establishing association table, frequency of use weight table using data, using in the user behavior data storehouse
Period weight table and place to use weight table；
When detecting that the internal memory based on preset trigger condition triggering clears up instruction, believed according to the application process of the mobile terminal
Breath and the association table determine operation associated application；
According to operation associated application, the frequency of use weight table, the use time weight table and the place to use
Weight table determines application for clearance, and discharges the EMS memory occupation resource of the application for clearance.
2. EMS memory occupation method for releasing resource as claimed in claim 1, it is characterised in that described according to the user behavior number
Weighed according to association table, frequency of use weight table, use time weight table and place to use is established using data in storehouse
The step of value table, includes：
From the association information, the user that each use application using being obtained in data in the user behavior data storehouse
Click information, binder thread informations, use time information and place to use information；
The associated application and the association factor for determining each to apply according to the association information, and according to each application
Associated application and the association factor establish association table；
Determined according to user's click information and the binder thread informations each using the frequency of use weights of application, and
According to each frequency of use weight table is established using the application identities and the frequency of use weights of application；
Each use time weights using application are determined according to the use time information, and according to each answering using application
Use time weight table is established with mark and the use time weights；
Each place to use weights using application are determined according to the place to use information, and according to each answering using application
Place to use weight table is established with mark and the place to use weights.
3. EMS memory occupation method for releasing resource as claimed in claim 1, it is characterised in that described according to the mobile terminal
Application process information and the association table determine that the step of operation associated application includes：
When detect based on preparatory condition triggering internal memory clear up instruction when, from the internal memory of the mobile terminal obtain application enter
Journey information；
Application identities in the application process information obtain operation application, and acquisition and institute from the association table
The association for stating application identities association uses application；
Used the operation application with described associate using as operation associated application.
4. EMS memory occupation method for releasing resource as claimed in claim 1, it is characterised in that described to be answered according to the operation association
With, the frequency of use weight table, the use time weight table and the place to use weight table determine application for clearance, and
The step of EMS memory occupation resource for discharging the application for clearance, includes：
The operation is determined according to the frequency of use weight table, the use time weight table and the place to use weight table
Each the internal memory of operation associated application clears up weights in associated application；
Internal memory cleaning weights be in the operation associated application of preset weights set as application for clearance, and described in release
The EMS memory occupation resource of application for clearance.
5. EMS memory occupation method for releasing resource as claimed in claim 1, it is characterised in that the release application for clearance
EMS memory occupation resource the step of include：
The size of the EMS memory occupation resource of each application for clearance is calculated, and according to the EMS memory occupation resource of each application for clearance
Size determine each application for clearance EMS memory occupation resource release order；
The EMS memory occupation resource of each application for clearance is discharged according to release order.
6. the EMS memory occupation method for releasing resource as any one of claim 1-5, it is characterised in that the internal memory cleaning
The preset trigger condition of instruction is in including the mobile terminal puts out screen holding state, and the screen that puts out for putting out screen holding state is treated
Machine duration exceedes preset duration, and the internal memory available resources of the mobile terminal are less than predetermined threshold value.
7. a kind of mobile terminal, it is characterised in that the mobile terminal includes：Memory, processor and it is stored in the storage
On device and the EMS memory occupation resource release program that can run on the processor, the EMS memory occupation resource release program is by institute
Following steps are realized when stating computing device：
When the mobile terminal is in user's use state, obtain installed in the mobile terminal application using number
According to, and described will write user behavior data storehouse using data；
Establishing association table, frequency of use weight table using data, using in the user behavior data storehouse
Period weight table and place to use weight table；
When detecting that the internal memory based on preset trigger condition triggering clears up instruction, believed according to the application process of the mobile terminal
Breath and the association table determine operation associated application；
According to operation associated application, the frequency of use weight table, the use time weight table and the place to use
Weight table determines application for clearance, and discharges the EMS memory occupation resource of the application for clearance.
8. mobile terminal as claimed in claim 7, it is characterised in that the EMS memory occupation resource release program is by the processing
Device also realizes following steps when performing：
From the association information, the user that each use application using being obtained in data in the user behavior data storehouse
Click information, binder thread informations, use time information and place to use information；
The associated application and the association factor for determining each to apply according to the association information, and according to each application
Associated application and the association factor establish association table；
Determined according to user's click information and the binder thread informations each using the frequency of use weights of application, and
According to each frequency of use weight table is established using the application identities and the frequency of use weights of application；
Each use time weights using application are determined according to the use time information, and according to each answering using application
Use time weight table is established with mark and the use time weights；
Each place to use weights using application are determined according to the place to use information, and according to each answering using application
Place to use weight table is established with mark and the place to use weights.
9. mobile terminal as claimed in claim 7, it is characterised in that the EMS memory occupation resource release program is by the processing
The step of device also realizes the EMS memory occupation method for releasing resource as any one of claim 3 to 6 when performing.
10. a kind of computer-readable recording medium, it is characterised in that be stored with internal memory on the computer-readable recording medium and account for
With resource release program, realized when the EMS memory occupation resource release program is executed by processor as any in claim 1 to 6
Described in EMS memory occupation method for releasing resource the step of.
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Application publication date: 20180313 |