CN109587345A - Abnormal Application Hints method, mobile terminal and computer readable storage medium - Google Patents
Abnormal Application Hints method, mobile terminal and computer readable storage medium Download PDFInfo
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- CN109587345A CN109587345A CN201811628778.1A CN201811628778A CN109587345A CN 109587345 A CN109587345 A CN 109587345A CN 201811628778 A CN201811628778 A CN 201811628778A CN 109587345 A CN109587345 A CN 109587345A
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04M—TELEPHONIC COMMUNICATION
- H04M1/00—Substation equipment, e.g. for use by subscribers
- H04M1/72—Mobile telephones; Cordless telephones, i.e. devices for establishing wireless links to base stations without route selection
- H04M1/724—User interfaces specially adapted for cordless or mobile telephones
- H04M1/72403—User interfaces specially adapted for cordless or mobile telephones with means for local support of applications that increase the functionality
- H04M1/72406—User interfaces specially adapted for cordless or mobile telephones with means for local support of applications that increase the functionality by software upgrading or downloading
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04M—TELEPHONIC COMMUNICATION
- H04M1/00—Substation equipment, e.g. for use by subscribers
- H04M1/72—Mobile telephones; Cordless telephones, i.e. devices for establishing wireless links to base stations without route selection
- H04M1/724—User interfaces specially adapted for cordless or mobile telephones
- H04M1/72448—User interfaces specially adapted for cordless or mobile telephones with means for adapting the functionality of the device according to specific conditions
- H04M1/72454—User interfaces specially adapted for cordless or mobile telephones with means for adapting the functionality of the device according to specific conditions according to context-related or environment-related conditions
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- Human Computer Interaction (AREA)
- Computer Networks & Wireless Communication (AREA)
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Abstract
The invention discloses a kind of abnormal Application Hints methods, this method comprises: each in acquisition mobile terminal apply corresponding file increment and opening times；Timing calculates the file rate of rise and open frequency of each application；Judge whether the file rate of rise and open frequency exception occur；When judgement occurs abnormal, the application is applied labeled as exception and prompts user.The embodiment of the invention also discloses a kind of mobile terminal and computer readable storage mediums.Abnormal Application Hints method, mobile terminal and computer readable storage medium provided in an embodiment of the present invention can mark exception to apply and prompt user in time as a result, so that user further confirms that, ensure user's right, promote user experience.
Description
Technical field
The present invention relates to data analysis technique field more particularly to a kind of abnormal Application Hints methods, mobile terminal and meter
Calculation machine readable storage medium storing program for executing.
Background technique
Currently, the application program in mobile application market is many kinds of with the development of mobile terminal technology, user may be led
Move or passively install in the terminal various application programs.But after application program is installed to mobile terminal, operation
The many backstage behavior users generated in the process do not know that, if there is rogue program, user can not have found in time, it is likely that invade
User's right influences user experience.
Summary of the invention
It is a primary object of the present invention to propose a kind of abnormal Application Hints method, mobile terminal and computer-readable storage
Medium, it is intended to solve the problems, such as to find rogue program how in time and prompt user.
To achieve the above object, a kind of abnormal Application Hints method provided by the invention, the method comprising the steps of:
It is each in acquisition mobile terminal to apply corresponding file increment and opening times；
Timing calculates the file rate of rise and open frequency of each application；
Judge whether the file rate of rise and open frequency exception occur；And
When judgement occurs abnormal, the application is applied labeled as exception and prompts user.
Optionally, the method also includes steps:
Sensitive data in the mobile terminal is set；
Number of operations of each application of timing acquisition to the sensitive data；
Judge whether the corresponding number of operations of the application exception occurs according to the application type of each application；
When judgement occurs abnormal, the application is applied labeled as exception and prompts user.
Optionally, judge whether the file rate of rise and open frequency occur working as institute in abnormal step described
State using the corresponding file rate of rise be higher than first threshold, and the open frequency be lower than second threshold when, judge institute
It states abnormal using occurring.
Optionally, the first threshold and the second threshold are dynamic regulations, and the file of all applications is increased speed
Rate carries out descending sort, then takes the file rate of rise of third as the first threshold, by the unlatching frequency of all applications
Rate carries out ascending sort, then takes the open frequency of third as the second threshold.
Optionally, the sensitive data is users personal data, including phone directory, message registration, short message, multimedia message, position
Information, photo.
Optionally, the operation to the sensitive data includes reading, increasing, deletion, modifying, transmission.
Optionally, it is different to judge whether the corresponding number of operations of the application occurs for the application type according to each application
Normal step includes:
When number of operations of the application to the sensitive data is higher than third threshold value, according to the application class of the application
Type judges whether the number of operations is reasonable, if unreasonable, it is abnormal to judge that the application occurs.
Optionally, described different marking for the first time in the step of applying labeled as exception and prompt user the application
User is prompted according to predetermined manner when often application or label number reach preset value.
In addition, to achieve the above object, the present invention also proposes a kind of mobile terminal, the mobile terminal include: memory,
Processor, screen and the abnormal Application Hints program that is stored on the memory and can run on the processor, it is described
It realizes when abnormal Application Hints program is executed by the processor such as the step of above-mentioned abnormal Application Hints method.
Further, to achieve the above object, the present invention also provides a kind of computer readable storage medium, the computers
Abnormal Application Hints program is stored on readable storage medium storing program for executing, the exception Application Hints program is realized such as when being executed by processor
The step of above-mentioned abnormal Application Hints method.
Exception Application Hints method, mobile terminal and computer readable storage medium proposed by the present invention, can be according to every
The application type of the corresponding file rate of rise of a application and open frequency or each application and operation time to sensitive data
Number judges whether the application exception occurs, and is marked and prompts user after judging abnormal apply, so that user is timely
Exception application is further confirmed that, ensures user's right, promotes user experience.
Detailed description of the invention
The hardware structural diagram of Fig. 1 mobile terminal of each embodiment to realize the present invention；
Fig. 2 is the wireless communication system schematic diagram of mobile terminal as shown in Figure 1；
Fig. 3 is a kind of flow chart for abnormal Application Hints method that first embodiment of the invention proposes；
Fig. 4 is a kind of partial process view for abnormal Application Hints method that second embodiment of the invention proposes；
Fig. 5 is a kind of module diagram for mobile terminal that third embodiment of the invention proposes；
Fig. 6 is a kind of module diagram for abnormal Application Hints system that fourth embodiment of the invention proposes；
Fig. 7 is a kind of module diagram for abnormal Application Hints system that fifth embodiment of the invention proposes.
The embodiments will be further described with reference to the accompanying drawings for the realization, the function and the advantages of the object of the present invention.
Specific 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 subsequent description, it is only using the suffix for indicating such as " module ", " component " or " unit " of element
Be conducive to explanation of the invention, itself there is no a specific meaning.Therefore, " module ", " component " or " unit " can mix
Ground uses.
Terminal can be implemented in a variety of manners.For example, terminal described in the present invention may include such as mobile phone, plate
Computer, laptop, palm PC, personal digital assistant (Personal Digital Assistant, PDA), portable
Media player (Portable Media Player, PMP), navigation device, wearable device, Intelligent bracelet, pedometer etc. move
The fixed terminals such as dynamic terminal, and number TV, desktop computer.
It will be illustrated by taking mobile terminal as an example in subsequent descriptions, it will be appreciated by those skilled in the art that in addition to special
Except element for moving purpose, the construction of embodiment according to the present invention can also apply to the terminal of fixed type.
Referring to Fig. 1, a kind of hardware structural diagram of its mobile terminal of each embodiment to realize the present invention, the shifting
Dynamic terminal 100 may include: RF (Radio Frequency, radio frequency) unit 101, WiFi module 102, audio output unit
103, A/V (audio/video) input unit 104, sensor 105, display unit 106, user input unit 107, interface unit
108, the components 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 constitute the restriction to mobile terminal, and mobile terminal may include components more more or fewer than diagram,
Perhaps certain components or different component layouts are combined.
It is specifically introduced below with reference to all parts of the Fig. 1 to mobile terminal:
Radio frequency unit 101 can be used for receiving and sending messages or communication process in, signal sends and receivees, specifically, by base station
Downlink information receive after, to processor 110 handle；In addition, the data of uplink are sent to base station.In general, radio frequency unit 101
Including but not limited to antenna, at least one amplifier, transceiver, coupler, low-noise amplifier, duplexer etc..In addition, penetrating
Frequency unit 101 can also be communicated with network and other equipment by wireless communication.Any communication can be used in above-mentioned wireless 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, wideband code division multiple access), TD-SCDMA (Time Division-Synchronous Code
Division Multiple Access, TD SDMA), FDD-LTE (Frequency Division
Duplexing-Long Term Evolution, frequency division duplex 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, browsing webpage and access streaming video etc., it provides wireless broadband internet access for user.Although Fig. 1 shows
Go out WiFi module 102, but it is understood that, and it is not belonging to must be configured into for mobile terminal, it completely can be according to need
It to omit within the scope of not changing the essence of the 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 received or
The audio data stored in memory 109 is converted into audio signal and exports to be sound.Moreover, audio output unit 103
Audio output relevant to the specific function that mobile terminal 100 executes can also be provided (for example, call signal receives sound, disappears
Breath receives sound etc.).Audio output unit 103 may include loudspeaker, buzzer etc..
A/V input unit 104 is for receiving audio or video signal.A/V input unit 104 may include graphics processor
(Graphics Processing Unit, GPU) 1041 and microphone 1042, graphics processor 1041 is in video acquisition mode
Or the image data of the static images or video obtained in image capture mode by image capture apparatus (such as camera) carries out
Reason.Treated, and picture frame may be displayed on display unit 106.Through graphics processor 1041, treated that picture frame can be deposited
Storage is sent 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 (audio data), and can be audio data by such acoustic processing.Audio that treated (voice) data can
To be converted to the format output that can be sent to mobile communication base station via radio frequency unit 101 in the case where telephone calling model.
Microphone 1042 can be implemented various types of noises elimination (or inhibition) algorithms and send and receive sound to eliminate (or inhibition)
The noise generated during frequency signal or interference.
Mobile terminal 100 further 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 sensor, wherein ambient light sensor can be according to environment
The light and shade of light adjusts the brightness of display panel 1061, and proximity sensor can close when mobile terminal 100 is moved in one's ear
Display panel 1061 and/or backlight.As a kind of motion sensor, accelerometer sensor can detect in all directions (general
For three axis) size of acceleration, it can detect that size and the direction of gravity when static, can be used to identify the application of 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 sensor, details are not described herein.
Display unit 106 is for showing information input by user or being supplied to the information of 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) configure display panel 1061.
User input unit 107 can be used for receiving the number or character information of input, and generate the use with mobile terminal
Family setting and the related key signals input of function control.Specifically, user input unit 107 may include touch panel 1071 with
And other input equipments 1072.Touch panel 1071, also referred to as touch screen collect the touch operation of user on it or nearby
(for example user uses any suitable objects or attachment such as finger, stylus on touch panel 1071 or in touch panel 1071
Neighbouring operation), and corresponding attachment device is driven according to preset formula.Touch 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
It is converted into contact coordinate, then gives processor 110, and order that processor 110 is sent can be received and executed.In addition, can
To realize touch panel 1071 using multiple types such as resistance-type, condenser type, infrared ray and surface acoustic waves.In addition to touch panel
1071, user input unit 107 can also include other input equipments 1072.Specifically, other input equipments 1072 can wrap
It includes but is not limited in physical keyboard, function key (such as volume control button, switch key etc.), trace ball, mouse, operating stick etc.
It is one or more, specifically herein without limitation.
Further, touch panel 1071 can cover display panel 1061, when touch panel 1071 detect on it 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, touch panel 1071 and display panel
1061 be the function that outputs and inputs of realizing mobile terminal as two independent components, but in certain embodiments, it can
The function that outputs and inputs of mobile terminal is realized so that touch panel 1071 and display panel 1061 is integrated, is not done herein specifically
It limits.
Interface unit 108 be used as at least one external device (ED) connect with mobile terminal 100 can by interface.For example,
External device (ED) may include wired or wireless headphone port, external power supply (or battery charger) port, wired or nothing
Line data port, 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 storing software program and various data.Memory 109 can mainly include storing program area
The storage data area and, wherein storing program area can (such as the sound of application program needed for storage program area, at least one function
Sound playing function, image player function etc.) etc.；Storage data area can store according to mobile phone use created data (such as
Audio data, phone directory etc.) etc..In addition, memory 109 may include high-speed random access memory, it 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 entire mobile terminal of connection
A part by running or execute the software program and/or module that are stored in memory 109, and calls and is stored in storage
Data in device 109 execute the various functions and processing data of mobile terminal, to carry out integral monitoring to mobile terminal.Place
Managing device 110 may include one or more processing units；Preferably, processor 110 can integrate application processor and modulatedemodulate is mediated
Manage device, wherein the main processing operation system of application processor, user interface and application program etc., modem processor is main
Processing wireless 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) powered to all parts, it is preferred that power supply 111
Can be logically contiguous by power-supply management system and processor 110, to realize management charging by power-supply management system, put
The functions such as electricity and power managed.
Although Fig. 1 is not shown, mobile terminal 100 can also be including bluetooth module etc., and details are not described herein.
Embodiment to facilitate the understanding of the present invention, the communications network system that mobile terminal of the invention is based below into
Row description.
Referring to Fig. 2, Fig. 2 is a kind of communications network system architecture diagram provided in an embodiment of the present invention, the communication network system
System is the LTE system of universal mobile communications technology, which includes UE (User Equipment, the use of successively communication connection
Family equipment) (the land Evolved UMTS Terrestrial Radio Access Network, evolved UMTS 201, E-UTRAN
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 terminal 100, and details are not described herein again.
E-UTRAN202 includes eNodeB2021 and other eNodeB2022 etc..Wherein, eNodeB2021 can be by returning
Journey (backhaul) (such as X2 interface) is connect with other eNodeB2022, and eNodeB2021 is connected to EPC203,
ENodeB2021 can provide the access of UE201 to EPC203.
EPC203 may 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, provides carrying and connection management between EPC203.HSS2032 is all to manage for providing some registers
Such as the function of home location register (not shown) etc, and preserves some related service features, data rates etc. and use
The dedicated information in family.All customer data can be sent by SGW2034, and PGW2035 can provide the IP of UE 201
Address distribution and other functions, PCRF2036 are strategy and the charging control strategic decision-making of business data flow and IP bearing resource
Point, it selects and provides available strategy and charging control decision with charge execution function unit (not shown) for strategy.
IP operation 204 may include internet, Intranet, IMS (IP Multimedia Subsystem, IP multimedia
System) or other IP operations etc..
Although above-mentioned be described by taking LTE system as an example, those skilled in the art should know the present invention is not only
Suitable for LTE system, be readily applicable to other wireless communication systems, such as GSM, CDMA2000, WCDMA, TD-SCDMA with
And the following new network system etc., herein without limitation.
Based on above-mentioned mobile terminal hardware configuration and communications network system, each embodiment of the method for the present invention is proposed.
Embodiment one
As shown in figure 3, first embodiment of the invention proposes a kind of abnormal Application Hints method, this method includes following step
It is rapid:
S300 obtains the corresponding file increment of each application and opening times in mobile terminal.
Specifically, each application can generate corresponding file under/sdcard catalogue, for saving application generation
Local data, press from both sides the file size that the available application generates from this document, apply to obtain this in some period
Interior file increment.And after each application is opened by user, corresponding activity (activity) will be placed in systems
Stack top in memory, therefore can detecte to obtain the number that each application is turned on.
S302 periodically calculates the file rate of rise and open frequency of each application.
Specifically, since the single file of some applications (such as multimedia class application) generation is just very big, so being not suitable for
Increase size with file to judge using behavior, therefore judges to apply as index using file rate of rise in the present embodiment
Whether exception, file rate of rise=file increment/time are occurred.While calculation document rate of rise, it is also necessary to count
This is calculated using corresponding open frequency, exception whether occurs for the auxiliary judgment application, open frequency=opening times/when
Between.
In the present embodiment, the file rate of rise and open frequency of primary each application can be calculated every 6 hours, one
It calculates four times within it 24 hours, then takes the average value of four calculating as last calculated result.It can also be directly in terms of once
The file rate of rise and open frequency of calculating are as last calculated result.Furthermore it is also possible to receive user customized
It, can file rate of rise described in oneself setup algorithm every duration, such as when user feels the inaccuracy of abnormal Application Hints
With the interval duration of open frequency.
S304, judges whether the file rate of rise and open frequency exception occur.
Specifically, if some was applied within certain time, file rate of rise is very high, but open frequency is very low,
Illustrate that this is applied much to operate in progress from the background silently, it should belong to abnormal application (may be rogue program).In this implementation
In example, when the file rate of rise of some application is higher than (being greater than or equal to) first threshold, and open frequency is lower than (being less than or wait
In) second threshold when, it is abnormal to judge that the application occurs.The first threshold of the file rate of rise and the second threshold of open frequency
Value is dynamic regulation, for example, the file rate of rise of all applications can be carried out descending sort, then takes the text of third
Part rate of rise carries out ascending sort as the first threshold, by the open frequency of all applications, then takes opening for third
Frequency is opened as the second threshold.
The application is applied labeled as exception when judgement occurs abnormal and prompts user by S306.
Specifically, when judging that some application occurs abnormal, the application is answered labeled as abnormal according to predetermined manner
With.For example, can be in the prime marks red exclamation of application icon.Furthermore it is also possible to using other modes by abnormal application
It is prompted to user, user is allowed to confirm whether the application needs to unload.For example, notifying prompt user by system in notification bar.Sentence
Disconnected abnormal application out can prompt user after being marked for the first time immediately, if prompt is ignored in user's selection, mention for the second time
Show that user can be after exception application is 3 times labeled, if user continues selection and ignores prompt, third time prompts user
It can be after exception application is 6 times labeled, and so on.
The abnormal Application Hints method that the present embodiment proposes according to the corresponding file rate of rise of each application and can be opened
It opens frequency and judges whether the application exception occurs, and be marked and prompt user after judging abnormal apply, so as to user
Exception application is further confirmed that in time, ensures user's right, promotes user experience.
Embodiment two
As shown in figure 4, second embodiment of the invention proposes a kind of abnormal Application Hints method.In a second embodiment, institute
Abnormal Application Hints method is stated on the basis of the first embodiment, further comprising the steps of:
The sensitive data in the mobile terminal is arranged in S400.
Specifically, for mobile terminal user, personal data are very sensitive, such as phone directory, message registration, short
Letter, multimedia message, location information, photo etc., if some applies frequent operation sensitive data, the possible application occurs abnormal.It is described
Which data mobile terminal can belong to sensitive data with self-setting, or receive the sensitive data range of user's self-setting.
S402, number of operations of each application of timing acquisition to the sensitive data.
Specifically, the operation is primarily referred to as the behaviour such as the reading to the sensitive data, increase, deletion, modification, transmission
Make.The reading of personal data has corresponding API (Application Programming Interface, application in systems
Program Interfaces) it can use, it is only necessary to it is carrying out burying a little below corresponding API, can be detected each apply pre-
If to the number of operations of personal data in the period.The preset time period can be arranged by the mobile terminal self, can also
To receive the customized setting of user.
S404 judges whether this exception occurs using corresponding number of operations according to the application type of each application.
Specifically, when number of operations of some application to the sensitive data is higher than (being greater than or equal to) third threshold value,
Judge whether the number of operations is reasonable according to the application type of the application, if unreasonable, it is abnormal to judge that the application occurs.Example
As flashlight application frequently to the sensitive data carry out operation certainly it is unreasonable, can be identified after being compared by application type
There is the application of abnormal behaviour.The third threshold value of the number of operations is dynamic regulation, for example, can be corresponding by all applications
The number of operations carries out descending sort, then takes the number of operations of third as the third threshold value.
Furthermore it is also possible to white list is added in some common applications for needing often to operate the sensitive data, such as micro-
Letter, Alipay etc..These applications can not have to detection to the number of operations of the sensitive data.
The application is applied labeled as exception when judgement occurs abnormal and prompts user by S406.
Specifically, when judging that some application occurs abnormal, the application is answered labeled as abnormal according to predetermined manner
With.For example, can be in the prime marks red exclamation of application icon.Furthermore it is also possible to using other modes by abnormal application
It is prompted to user, user is allowed to confirm whether the application needs to unload.For example, notifying prompt user by system in notification bar.Sentence
Disconnected abnormal application out can prompt user after being marked for the first time immediately, if prompt is ignored in user's selection, mention for the second time
Show that user can be after exception application is 3 times labeled, if user continues selection and ignores prompt, third time prompts user
It can be after exception application is 6 times labeled, and so on.
It is worth noting that, two kinds of judgment modes pair in the first embodiment and the second embodiment can be integrated
Application in the mobile terminal carries out abnormal judgement, when there is any one unusual condition, by the application labeled as abnormal
Using, and marking for the first time or number is marked to prompt user when reaching preset value.
The abnormal Application Hints method that the present embodiment proposes, can be according to the application type of each application and to sensitive data
Number of operations judge whether the application exception occurs, and be marked and prompt user after judging abnormal apply, so as to
User in time further confirms that exception application, ensures user's right, promotes user experience.
Embodiment three
As shown in figure 5, fourth embodiment of the invention proposes a kind of mobile terminal 2.The mobile terminal 2 includes memory
20, processor 22, screen 26 and abnormal Application Hints system 28.
Wherein, the memory 20 includes at least a type of readable storage medium storing program for executing, is installed on the shifting for storing
The operating system and types of applications software of dynamic terminal 2, such as the program code etc. of abnormal Application Hints system 28.In addition, described
Memory 20 can be also used for temporarily storing the Various types of data that has exported or will export.
The processor 22 can be in some embodiments central processing unit (Central Processing Unit,
CPU), controller, microcontroller, microprocessor or other data processing chips.The processor 22 is commonly used in the control shifting
The overall operation of dynamic terminal 2.In the present embodiment, the processor 22 is for running the program code stored in the memory 20
Or processing data, such as run the abnormal Application Hints system 28 etc..
The screen 26 is used to carry out display application program and receive the touch operation of user.
Example IV
As shown in fig. 6, fourth embodiment of the invention proposes a kind of abnormal Application Hints system 28.In the present embodiment, institute
Stating abnormal Application Hints system 28 includes:
Module 800 is obtained, for obtaining the corresponding file increment of each application and opening times in mobile terminal 2.
Specifically, each application can generate corresponding file under/sdcard catalogue, for saving application generation
Local data, press from both sides the file size that the available application generates from this document, apply to obtain this in some period
Interior file increment.And after each application is opened by user, corresponding activity (activity) will be placed in systems
Stack top in memory, therefore can detecte to obtain the number that each application is turned on.
Computing module 802, for periodically calculating the file rate of rise and open frequency of each application.
Specifically, since the single file of some applications (such as multimedia class application) generation is just very big, so being not suitable for
Increase size with file to judge using behavior, therefore judges to apply as index using file rate of rise in the present embodiment
Whether exception, file rate of rise=file increment/time are occurred.While calculation document rate of rise, it is also necessary to count
This is calculated using corresponding open frequency, exception whether occurs for the auxiliary judgment application, open frequency=opening times/when
Between.
In the present embodiment, the file rate of rise and open frequency of primary each application can be calculated every 6 hours, one
It calculates four times within it 24 hours, then takes the average value of four calculating as last calculated result.It can also be directly in terms of once
The file rate of rise and open frequency of calculating are as last calculated result.Furthermore it is also possible to receive user customized
It, can file rate of rise described in oneself setup algorithm every duration, such as when user feels the inaccuracy of abnormal Application Hints
With the interval duration of open frequency.
Judgment module 804, for judging whether the file rate of rise and open frequency exception occur.
Specifically, if some was applied within certain time, file rate of rise is very high, but open frequency is very low,
Illustrate that this is applied much to operate in progress from the background silently, it should belong to abnormal application (may be rogue program).In this implementation
In example, when the file rate of rise of some application is higher than (being greater than or equal to) first threshold, and open frequency is lower than (being less than or wait
In) second threshold when, it is abnormal to judge that the application occurs.The first threshold of the file rate of rise and the second threshold of open frequency
Value is dynamic regulation, for example, the file rate of rise of all applications can be carried out descending sort, then takes the text of third
Part rate of rise carries out ascending sort as the first threshold, by the open frequency of all applications, then takes opening for third
Frequency is opened as the second threshold.
Mark module 806 is used to apply the application labeled as exception when judgement occurs abnormal and prompt user.
Specifically, when judging that some application occurs abnormal, the application is answered labeled as abnormal according to predetermined manner
With.For example, can be in the prime marks red exclamation of application icon.Furthermore it is also possible to using other modes by abnormal application
It is prompted to user, user is allowed to confirm whether the application needs to unload.For example, notifying prompt user by system in notification bar.Sentence
Disconnected abnormal application out can prompt user after being marked for the first time immediately, if prompt is ignored in user's selection, mention for the second time
Show that user can be after exception application is 3 times labeled, if user continues selection and ignores prompt, third time prompts user
It can be after exception application is 6 times labeled, and so on.
Embodiment five
As shown in fig. 7, fifth embodiment of the invention proposes a kind of abnormal Application Hints system 28.In the present embodiment, institute
State abnormal Application Hints system 28 in addition to include fourth embodiment in the acquisition module 800, computing module 802, judge mould
It further include setup module 808 except block 804, mark module 806.
The setup module 808, the sensitive data for being arranged in the mobile terminal 2.
Specifically, for the user of mobile terminal 2, personal data are very sensitive, for example, phone directory, message registration,
Short message, multimedia message, location information, photo etc., if some applies frequent operation sensitive data, the possible application occurs abnormal.Institute
Which data states setup module 808 can belong to sensitive data with self-setting, or receive the sensitive data of user's self-setting
Range.
The acquisition module 800 is also used to each application of timing acquisition to the number of operations of the sensitive data.
Specifically, the operation is primarily referred to as the behaviour such as the reading to the sensitive data, increase, deletion, modification, transmission
Make.The reading of personal data has corresponding API can use in systems, it is only necessary to be buried below corresponding API
Point can be detected each application within a preset period of time to the number of operations of personal data.The preset time period can be by
800 self-setting of acquisition module, also can receive the customized setting of user.
The judgment module 804 is also used to be judged according to the application type of each application this using corresponding number of operations
Whether exception is occurred.
Specifically, when number of operations of some application to the sensitive data is higher than (being greater than or equal to) third threshold value,
Judge whether the number of operations is reasonable according to the application type of the application, if unreasonable, it is abnormal to judge that the application occurs.Example
As flashlight application frequently to the sensitive data carry out operation certainly it is unreasonable, can be identified after being compared by application type
There is the application of abnormal behaviour.The third threshold value of the number of operations is dynamic regulation, for example, can be corresponding by all applications
The number of operations carries out descending sort, then takes the number of operations of third as the third threshold value.
Furthermore it is also possible to white list is added in some common applications for needing often to operate the sensitive data, such as micro-
Letter, Alipay etc..These applications can not have to detection to the number of operations of the sensitive data.
The mark module 806, is also used to when judgement occurs abnormal, and the application is applied and prompted labeled as exception
User.
Specifically, the label and the mode of prompt are similar with the fourth embodiment, and details are not described herein.
It is worth noting that, the judgment module 804 and mark module 806 can integrate the fourth embodiment and described
Two kinds of judgment modes in 5th embodiment carry out abnormal judgement and label to the application in the mobile terminal 2, when incumbent out
Anticipate a kind of unusual condition when, by the application labeled as abnormal application, and when marking for the first time or number being marked to reach preset value
Prompt user.
Embodiment six
The present invention also provides another embodiments, that is, provide a kind of computer readable storage medium, the computer
Readable storage medium storing program for executing is stored with abnormal Application Hints program, and the exception Application Hints program can be held by least one processor
Row, so that at least one described processor is executed such as the step of above-mentioned abnormal Application Hints method.
It should be noted that, in this document, the terms "include", "comprise" or its any other variant are intended to non-row
His property includes, so that the process, method, article or the device that include a series of elements not only include those elements, and
And further include other elements that are not explicitly listed, or further include for this process, method, article or device institute it is intrinsic
Element.In the absence of more restrictions, the element limited by sentence "including a ...", it is not excluded that including being somebody's turn to do
There is also other identical elements in the process, method of element, article or device.
The serial number of the above embodiments of the invention is only for description, does not represent the advantages or disadvantages of the embodiments.
Through the above description of the embodiments, those skilled in the art can be understood that above-described embodiment side
Method can be realized by means of software and necessary general hardware platform, naturally it is also possible to by hardware, but in many cases
The former is more preferably embodiment.Based on this understanding, technical solution of the present invention substantially in other words does the prior art
The part contributed out can be embodied in the form of software products, which is stored in a storage medium
In (such as ROM/RAM, magnetic disk, CD), including some instructions are used so that a terminal (can be mobile phone, computer, service
Device, air conditioner or network equipment etc.) execute method described in each embodiment of the present invention.
The embodiment of the present invention is described with above attached drawing, but the invention is not limited to above-mentioned specific
Embodiment, the above mentioned embodiment is only schematical, rather than restrictive, those skilled in the art
Under the inspiration of the present invention, without breaking away from the scope protected by the purposes and claims of the present invention, it can also make very much
Form, all of these belong to the protection of the present invention.
Claims (10)
1. a kind of exception Application Hints method, which is characterized in that the method includes the steps:
It is each in acquisition mobile terminal to apply corresponding file increment and opening times；
Timing calculates the file rate of rise and open frequency of each application；
Judge whether the file rate of rise and open frequency exception occur；And
When judgement occurs abnormal, the application is applied labeled as exception and prompts user.
2. exception Application Hints method according to claim 1, which is characterized in that the method also includes steps:
Sensitive data in the mobile terminal is set；
Number of operations of each application of timing acquisition to the sensitive data；
Judge whether the corresponding number of operations of the application exception occurs according to the application type of each application；
When judgement occurs abnormal, the application is applied labeled as exception and prompts user.
3. exception Application Hints method according to claim 1, which is characterized in that increase speed in the judgement file
Whether rate and open frequency occur in abnormal step, when the corresponding file rate of rise of the application is higher than the first threshold
Value, and when the open frequency is lower than second threshold, it is abnormal to judge that the application occurs.
4. exception Application Hints method according to claim 1, which is characterized in that the first threshold and second threshold
Value is dynamic regulation, and the file rate of rise of all applications is carried out descending sort, and the file of third is then taken to increase speed
Rate carries out ascending sort as the first threshold, by the open frequency of all applications, and the open frequency of third is then taken to make
For the second threshold.
5. exception Application Hints method according to claim 2, which is characterized in that the sensitive data is individual subscriber number
According to, including phone directory, message registration, short message, multimedia message, location information, photo.
6. exception Application Hints method according to claim 2, which is characterized in that the operation to the sensitive data
Including reading, increase, deletion, modification, transmission.
7. exception Application Hints method according to claim 2, which is characterized in that the application class according to each application
Type judges described whether occur abnormal step using corresponding number of operations and include:
When number of operations of the application to the sensitive data is higher than third threshold value, sentenced according to the application type of the application
Whether the number of operations that breaks is reasonable, if unreasonable, it is abnormal to judge that the application occurs.
8. exception Application Hints method according to claim 1 or 2, which is characterized in that by the application labeled as different
In the step of often applying and prompt user, when marking the abnormal application or label number to reach preset value for the first time according to pre-
If mode prompts user.
9. a kind of mobile terminal, which is characterized in that the mobile terminal includes: memory, processor, screen and is stored in described
On memory and the abnormal Application Hints program that can run on the processor, the exception Application Hints program is by the place
It manages and is realized when device executes such as the step of abnormal Application Hints method described in any item of the claim 1 to 8.
10. a kind of computer readable storage medium, which is characterized in that be stored with abnormal answer on the computer readable storage medium
With attention program, the exception Application Hints program is realized when being executed by processor as described in any item of the claim 1 to 8
The step of abnormal Application Hints method.
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Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN110175052A (en) * | 2019-04-16 | 2019-08-27 | 努比亚技术有限公司 | A kind of method, apparatus and computer readable storage medium of file opening |
Citations (6)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN104866296A (en) * | 2014-02-25 | 2015-08-26 | 腾讯科技（北京）有限公司 | Data processing method and device |
| CN105025170A (en) * | 2015-08-05 | 2015-11-04 | 张京源 | Detection and alarm method of mobile phone in non-normal use |
| WO2016000543A1 (en) * | 2014-06-30 | 2016-01-07 | 北京金山安全软件有限公司 | Method, device and mobile terminal for detecting abnormal cpu occupancy rate of app |
| CN105959462A (en) * | 2016-04-20 | 2016-09-21 | 深圳市万普拉斯科技有限公司 | Abnormal startup control method and system |
| CN107729167A (en) * | 2016-08-10 | 2018-02-23 | 腾讯科技（深圳）有限公司 | Using abnormality eliminating method and device |
| CN108089935A (en) * | 2017-11-29 | 2018-05-29 | 维沃移动通信有限公司 | The management method and mobile terminal of a kind of application program |
-
2018
- 2018-12-28 CN CN201811628778.1A patent/CN109587345B/en active Active
Patent Citations (6)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN104866296A (en) * | 2014-02-25 | 2015-08-26 | 腾讯科技（北京）有限公司 | Data processing method and device |
| WO2016000543A1 (en) * | 2014-06-30 | 2016-01-07 | 北京金山安全软件有限公司 | Method, device and mobile terminal for detecting abnormal cpu occupancy rate of app |
| CN105025170A (en) * | 2015-08-05 | 2015-11-04 | 张京源 | Detection and alarm method of mobile phone in non-normal use |
| CN105959462A (en) * | 2016-04-20 | 2016-09-21 | 深圳市万普拉斯科技有限公司 | Abnormal startup control method and system |
| CN107729167A (en) * | 2016-08-10 | 2018-02-23 | 腾讯科技（深圳）有限公司 | Using abnormality eliminating method and device |
| CN108089935A (en) * | 2017-11-29 | 2018-05-29 | 维沃移动通信有限公司 | The management method and mobile terminal of a kind of application program |
Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN110175052A (en) * | 2019-04-16 | 2019-08-27 | 努比亚技术有限公司 | A kind of method, apparatus and computer readable storage medium of file opening |
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|---|---|
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