1. A method for assessing false kill, the method comprising:

acquiring a use log of an application program in a preset time period;

acquiring the searching and killing time of each application program from the use log of the application program, and determining the background switching time and the foreground switching time of each application program according to the searching and killing time of each application program;

calculating the time interval corresponding to each application program according to the determined time for switching the background and the time for switching the foreground of each application program;

determining a number of applications running in a foreground within the time interval; and

and determining the evaluation result of each application program based on the time interval corresponding to each application program, the number of the application programs running in the foreground in the time interval and the base score of each application program.

2. The application false-kill assessment method of claim 1, wherein the determining the assessment result of each application program comprises:

a kill score is calculated for each application.

3. The application false-kill assessment method of claim 2, wherein the calculating the kill score of each application program comprises:

obtaining a first score of each application program based on the time interval corresponding to each application program;

obtaining a second score for each application based on a number of applications running in the foreground within the time interval; and

calculating a killing score of each application according to S-Y1-Y2-F, wherein S represents the killing score; y1 represents the first score; y2 represents the second score; f represents the base score.

4. The method of claim 3, wherein Y1 is a1+ b 1X + c 1X²+d1*X³(ii) a Wherein, a1 is 206.841793563214; b1 ═ -9.00021943093018; c1 ═ 0.134347573391717; d1 ═ 0.000689371112453592; x is equal to the time interval;

Y2＝a2+b2*X+c2*X²+d2*X³(ii) a Wherein, a2 is 245.460539460545; b2 ═ -47.6803759965558; c2 ═ 3.07527766351345; d2 ═ 0.0655251611134173; x is equal to the number of interval applications.

5. The application false-kill assessment method of any one of claims 2 to 4, wherein the method further comprises:

and sequencing the application programs according to the searching and killing scores of each application program.

6. The application false-kill assessment method of any one of claims 1 to 5, wherein the method further comprises:

and when the residual memory of the electronic equipment is smaller than a preset value, searching and killing the application programs according to the evaluation result of each application program.

7. The application false kill assessment method of claim 6, wherein the method further comprises:

setting a first threshold value; and

and if the residual memory of the electronic equipment is smaller than the preset value, preferentially searching and killing the application programs with the searching and killing values lower than the first threshold value.

8. The application false kill assessment method of claim 6, wherein the method further comprises:

setting a second threshold; and

optimizing the application of which the check score exceeds the second threshold.

9. The application false kill assessment method of claim 1, wherein the method further comprises:

and responding to the input of a user, and setting the preset time period.

10. The application false-kill assessment method of claim 1, wherein the usage log of the application program includes: the application program background keep-alive log and the application program searching and killing log;

wherein the application background keep-alive log comprises: the application name and the package name of each application program, the time for each application program to switch to the background and the time for each application program to switch to the foreground;

the application program searching and killing log comprises the following steps: the application name, package name, searching and killing time and searching and killing reason of each application program.

11. The application false-killing evaluation method according to any one of claims 1 to 10, wherein the time of switching to the background of the application determined according to the killing time of each application represents the time of switching to the background of the application last time before the killing time; and the time for switching the application program from the foreground to the background determined according to the searching and killing time of each application program represents the time for switching the application program from the foreground to the background last time after the searching and killing time.

12. An electronic device comprising a processor and a memory; the memory to store instructions; the processor is configured to call instructions in the memory, so that the electronic device executes the application false kill assessment method according to any one of claims 1 to 11.

13. A computer-readable storage medium storing at least one instruction which, when executed by a processor, implements an application false kill assessment method as claimed in any one of claims 1 to 11.

Background

The method is limited by using a virtual machine to control memory at the android bottom layer, and some important processes can be kept alive at the background of the electronic device in order to ensure the actual experience that a user uses an application program (simply referred to as "application") in the electronic device (e.g., a mobile phone). The current scheme is to set the number of applications that keep alive in the background and the accessible memory size of different applications for electronic devices of different grades and different memory sizes. For example, the target set for a high-end mobile phone is to keep 10 applications alive in the background on average, and the accessible memory size of 300M is set for a browser. Then, different business domains of the mobile phone manufacturer perform product planning and development according to the target.

However, the above setting is too rigid and rigid, the requirement on an architect in charge of product planning is extremely high, and it is necessary to ensure that the architect is familiar with both user experience and memory service domain before determining the memory baseline of the product. In addition, the original design scheme and the actual experience of the user are split, the product planning can be dynamically adjusted only by public opinion feedback after marketing, the new scheme can be repaired only on a mobile phone system pushed by the next version, hysteresis feedback exists on the actual experience of the user, and the actual experience of the product is influenced.

Disclosure of Invention

The embodiment of the application discloses an application false-killing evaluation method and related equipment, which can adjust the actual experience of a user using a mobile phone in time and make the mobile phone more aware of the user.

The application discloses in a first aspect an application false-killing evaluation method, comprising: acquiring a use log of an application program in a preset time period; acquiring the searching and killing time of each application program from the use log of the application program, and determining the background switching time and the foreground switching time of each application program according to the searching and killing time of each application program; calculating the time interval corresponding to each application program according to the determined time for switching the background and the time for switching the foreground of each application program; determining a number of applications running in a foreground within the time interval; and determining the evaluation result of each application program based on the time interval corresponding to each application program, the number of the application programs running in the foreground in the time interval and the base score of each application program.

By adopting the technical scheme, the basic score and the interval time of the application programs and the dotting information of three dimensions of the number of the application programs running in the foreground in the time interval are introduced, the mistaken killing condition of each application program is dynamically evaluated, the actual use habits of users are fitted, the keep-alive experience of the users to the application programs is improved, the mistaken killing of the application programs is reduced or avoided as much as possible, and the electronic equipment can be effectively ensured to have enough memory to maintain the stable running of the foreground application programs.

In some optional embodiments, the determining the evaluation result of each application program comprises: a kill score is calculated for each application.

By adopting the technical scheme, the condition that the application program is checked and killed is quantified, and the accuracy of checking and killing processing of the application program can be improved.

In some optional embodiments, the calculating the kill score for each application comprises: obtaining a first score of each application program based on the time interval corresponding to each application program; obtaining a second score for each application based on a number of applications running in the foreground within the time interval; calculating a killing score of each application according to S-Y1-Y2-F, wherein S represents the killing score; y1 represents the first score; y2 represents the second score; f represents the base score.

In some alternative embodiments, Y1 ═ a1+ b1 ═ X + c1 ═ X²+d1*X³(ii) a Wherein, a1 is 206.841793563214; b1 ═ -9.00021943093018; c1 ═ 0.134347573391717; d1 ═ 0.000689371112453592; x is equal to the time interval; y2 ═ a2+ b 2X + c 2X²+d2*X³(ii) a Wherein, a2 is 245.460539460545; b2 ═ -47.6803759965558; c2 ═ 3.07527766351345; d2 ═ 0.0655251611134173; x is equal to the number of interval applications.

By adopting the technical scheme, the searching and killing score of the application program can be accurately calculated, so that the accuracy of searching and killing processing of the application program can be improved.

In some optional embodiments, the method further comprises: and sequencing the application programs according to the searching and killing scores of each application program.

In some optional embodiments, the method further comprises: and searching and killing the application programs according to the evaluation result of each application program when the residual memory of the electronic equipment is smaller than the preset value.

By adopting the technical scheme, the application searching and killing strategy can be timely adjusted according to the evaluation result of the application program, the searching and killing priority of the application program can be ensured, and the electronic equipment can be further ensured to have enough memory to maintain the stable operation of the foreground application program.

In some optional embodiments, the method further comprises: setting a first threshold value; and if the residual memory of the electronic equipment is smaller than the preset value, preferentially searching and killing the application programs with the searching and killing values lower than the first threshold value.

By adopting the technical scheme, the keep-alive experience of the user on the application program can be improved.

In some optional embodiments, the method further comprises: setting a second threshold; and optimizing the application of which the check and kill score exceeds the second threshold value.

By adopting the technical scheme, the application program commonly used by the user can be prevented from being killed by mistake, and the keep-alive experience of the user on the application program is further improved.

In some optional embodiments, the method further comprises: and responding to the input of a user, and setting the preset time period. By adopting the technical scheme, the requirements of different users can be met to improve the keep-alive experience.

In some optional embodiments, the usage log of the application includes: the application program background keep-alive log and the application program searching and killing log; wherein the application background keep-alive log comprises: the application name and the package name of each application program, the time for each application program to switch to the background and the time for each application program to switch to the foreground; the application program searching and killing log comprises the following steps: the application name, package name, searching and killing time and searching and killing reason of each application program.

In some optional embodiments, the time when the application program switches to the background, which is determined according to the killing time of each application program, represents the time when the application program switches to the background last time before the killing time; and the time for switching the application program from the foreground to the background determined according to the searching and killing time of each application program represents the time for switching the application program from the foreground to the background last time after the searching and killing time. By adopting the technical scheme, the time interval can be calculated according to the latest background switching time before the application is checked and killed and the latest foreground switching time after the application is checked and killed, the latest use habit of a user is fitted, and the keep-alive experience of the user on the application program is improved.

A second aspect of the application discloses an electronic device comprising a processor and a memory; a memory to store instructions; and the processor is used for calling the instruction in the memory so as to enable the electronic equipment to execute the application false killing evaluation method.

A third aspect of the present application discloses a computer-readable storage medium storing at least one instruction, which when executed by a processor, implements the application false kill assessment method.

For technical effects brought by the second aspect to the third aspect, reference may be made to the description related to the methods in the above method section, and details are not described herein again.

Drawings

Fig. 1 is a schematic flow chart illustrating an application false-killing evaluation method according to an embodiment of the present disclosure.

Fig. 2 is a detailed flowchart of an application false-killing evaluation method according to an embodiment of the present disclosure.

Fig. 3 illustrates the determination of the background switching time and foreground switching time of an application according to the killing time of the application.

Fig. 4 illustrates the plotting and trend fitting in the XOY coordinate system by setting a plurality of time intervals respectively corresponding to different scores.

Fig. 5 illustrates a method of plotting points in the XOY coordinate system and performing trend fitting by setting a plurality of application numbers of intervals respectively corresponding to different scores.

Fig. 6 illustrates different application settings base scores.

FIG. 7 illustrates sorting applications according to kill scores.

Fig. 8 is a schematic structural diagram of an electronic device provided in an embodiment of the present application.

Fig. 9 is a block diagram of a software structure of an electronic device according to an embodiment of the present application.

Detailed Description

In the embodiments of the present application, "at least one" means one or more, "and" a plurality "means two or more. "and/or" describes an association relationship of associated objects, meaning that three relationships may exist, e.g., A and/or B may represent: a exists alone, A and B exist simultaneously, and B exists alone, wherein A and B can be singular or plural. The terms "first," "second," "third," "fourth," and the like in the description and in the claims and drawings of the present application, if any, are used for distinguishing between similar elements and not necessarily for describing a particular sequential or chronological order.

The searching and killing mechanism of Android (Android) application comprises the following steps: applications are first classified into forego (foreground application), visible (visible application), secondary (secondary service), hidden (background application), and the like. And performing searching and killing management and control on the application according to the importance of different levels. The Low Memory Kill program sets a corresponding value for each state level of the application. When the remaining Memory is insufficient, the Low Memory Kill program will Kill the application corresponding to the state level to release the Memory. If the residual memory is still insufficient after the application is killed, the application of the previous state level is continuously killed, and so on. Until the foreground application is killed, the running application or game is flashed off, and the user experience is seriously influenced.

Fig. 1 is a schematic flow chart of a method for evaluating application false kill (Wrong kill evaluation) according to an embodiment of the present disclosure. Referring to fig. 1, in the process of using a mobile phone by a user, various reasons of the searched and killed application are collected by the application false killing evaluation method provided by the embodiment of the application, the application false killing evaluation method is adopted to evaluate the false killing of the application program, and the searching and killing strategy is dynamically modified according to the evaluation result to improve the user keep-alive experience. For details, please refer to the description of fig. 2.

Fig. 2 is a detailed flowchart of an application false kill assessment (Wrong kill assessment) method provided in an embodiment of the present application. The application false-killing evaluation method provided by the embodiment of the application can be applied to electronic equipment. The electronic equipment can be terminal equipment such as a mobile phone and a tablet personal computer. By the application false killing evaluation method, the priority of daily application use of the user is improved, so that the application which the user focuses on cannot be killed, and the keep-alive experience of the user is improved.

Specifically, the application of the false kill assessment method comprises the following steps:

in step S11, a usage log of the application program within a preset time period is acquired.

In an embodiment of the present application, the preset time period may refer to a time period of different durations such as last 1 day or several days or a week or a month of the user. In one embodiment, the preset time period may be set in response to a user input.

In one embodiment of the application, the usage log of the application includes an application background keep-alive log and an application killing log.

The application background keep-alive log includes, but is not limited to, an application name, a package name (package _ name), a time each application switches to background (i.e., a time each application switches from foreground to background), and a time each application switches to foreground (i.e., a time each application starts). N is a positive integer greater than or equal to 1.

The application program searching and killing log comprises, but is not limited to, an application name, a package name, searching and killing time and searching and killing reason of each searched and killed application program.

And step S12, acquiring the killing time of each application program from the use log of the application program, and determining the background switching time and foreground switching time of each application program according to the killing time of each application program.

In one embodiment, the time that the application program switches back to the background, as determined from the kill time of each application program, represents the time that the application program last switched back to the background prior to the kill time. In one embodiment, the time of application foreground cut determined from the time of kill of each application represents the time of the most recent application foreground cut after the time of kill.

In one embodiment, the killing time of each application program can be obtained from the application program killing log, and then the background switching time and foreground switching time of each application program can be determined from the application program background keep-alive log according to the killing time.

For example, referring to fig. 3, assuming that the killing time obtained from the application killing log to the application a is T2, the last time the application a was switched to the background before the killing time T2 may be determined from the application background keep-alive log according to the killing time T2 to be T1, and the last time the application a was switched to the foreground after the killing time T2 is T3.

Step S13, calculating the corresponding time interval T of each application program according to the determined time for switching the background and the time for switching the foreground of each application program; and determining the interval application number D corresponding to each application program in the time interval T.

In this embodiment, the time interval T corresponding to each application program is equal to the difference between the determined foreground switching time and the determined background switching time of each application program.

In one embodiment, the interval application number D corresponding to each application program in the time interval T represents the number of application programs that are switched to the foreground in the time interval T (i.e., the number of application programs started by the electronic device in the time interval T). In one embodiment, the interval application number D corresponding to each application program can be obtained from the application program background keep-alive log according to the time interval T.

For example, still referring to fig. 3, assume that the time interval T corresponding to the application a is calculated as T3-T1; in the time interval T3-T1, two applications, i.e., the B application and the C application, are respectively switched to the foreground, and thus the number D of interval applications corresponding to the a application is equal to 2.

Step S14, determining the evaluation result of each application program based on the time interval T corresponding to each application program, the interval application number D, and the base score F of each application program.

In this embodiment, the determining the evaluation result of each application includes: a kill score S is calculated for each application.

In this embodiment, the calculating the killing score S of each application includes: obtaining a first score Y1 of each application program based on the corresponding time interval T of each application program; obtaining a second score Y2 of each application program based on the interval application number D corresponding to each application program; and calculating the killing score S of each application program according to the formula S-Y1-Y2-F.

In one embodiment, Y1 ═ a1+ b1 ═ X + c1 ═ X²+d1*X³(ii) a Wherein X ═ T; a1 ═ 206.841793563214; b1 ═ -9.00021943093018; c1 ═ 0.134347573391717; d1 is-0.000689371112453592.

In one embodiment, Y2 ═ a2+ b2 ═ X + c2 ═ X²+d2*X³(ii) a Wherein X ═ D; a2 ═ 245.460539460545; b2 ═ -47.6803759965558; c2 ═ 3.07527766351345; d2 is-0.0655251611134173.

In one embodiment, the curve function Y1 may be obtained by setting a plurality of time intervals T corresponding to different scores, respectively, plotting points of the plurality of time intervals T as abscissa in the XOY coordinate system, and connecting the points to form a curve for trend fitting.

In this embodiment, when the score corresponding to the time interval T is set, the reference value of the time interval T may be set in advance, and the score corresponding to the reference value may be set to 100, so that the user's perceptibility is enhanced when the score is smaller than the reference value, the user's perceptibility is increased when the score is larger than the reference value, and the user's perceptibility is reduced when the score is larger than the reference value. In addition, a boundary value of the time interval T may be set, and when the value of the time interval T is greater than the set boundary value, the user does not feel bad, and the corresponding score is set to 0 when the time interval T is greater than the set boundary value. In one embodiment, the reference value for the time interval T is set to 15 minutes and the boundary value for the time interval T is set to 60 minutes.

For example, referring to fig. 4, the reference value of the time interval T is set to 15 minutes, the corresponding score is 100 minutes, and the boundary value of the time interval T is set to 60 minutes; setting a time interval of 5 minutes corresponding to the score 160; setting time intervals of 10 minutes corresponding to the scores 130, and the like, plotting a plurality of set time intervals T and the corresponding scores as coordinate points in an XOY coordinate system, and connecting all the plotted points into a curve to perform trend fitting to obtain a curve function Y1.

In the present embodiment, the obtained curve function Y1 ═ a1+ b1 ═ X + c1 ×, X²+d1*X³Degree of fit R between curves obtained from actual tracing points²0.999111278966183 can be reached.

Similarly, the curve function Y2 may be obtained by setting a plurality of interval application numbers D corresponding to different scores, respectively, plotting points with the interval application numbers D as abscissa in the XOY coordinate system and the scores corresponding to the interval application numbers D, respectively, as ordinate in the XOY coordinate system, and connecting the points into a curve for trend fitting.

In this embodiment, when the score corresponding to the interval application number D is set, a reference value of the interval application number D may be set in advance, and the score corresponding to the reference value may be set to 100, so that the user's perceptibility is increased when the score is smaller than the reference value, and the user's perceptibility is decreased when the score is larger than the reference value, and the score is decreased. In addition, a boundary value of the interval application number D may be set, and when the interval application number D is greater than the set boundary value, the user does not feel bad, and the score corresponding to the interval application number D greater than the set boundary value is set to 0. In one embodiment, the reference value of the interval application number D is 4, while the boundary value of the interval application number D is set to 13.

For example, referring to fig. 5, the reference value of the interval application number D is set to 4, the corresponding score is 100, and the boundary value of the interval application number D is set to 13; setting the interval application number D as 2, and corresponding to the score 160; when the interval application number D is set to be 3, the scores 130 and the like are corresponded, the plurality of interval application numbers D and the scores corresponded respectively are used as coordinate points to draw points in the XOY coordinate system, and all the drawn points are connected into a curve to perform trend fitting to obtain a curve function Y2.

In the present embodiment, the obtained curve function Y2 ═ a2+ b2 ═ X + c2 ×, X²+d2*X³Degree of fit R between curves obtained from actual tracing points²0.999165439224973 can be reached.

In the present embodiment, the base score F of each application program may be set in advance. In one embodiment, the base score F for each application may be scored according to the user's usage habits.

In one embodiment, a table may be created with which the base score, F, for each application is recorded. For example, referring to FIG. 6, the table includes a plurality of fields including, but not limited to, an application name for each application, a base score F, a category (i.e., classification) for each application, a package name, and the like.

For example, referring to fig. 6, the basic score F of the "royal glory" application is set to 100 according to the user's usage habit; the base score F for the "QQ" application was set to 80.

In one embodiment, the applications may also be sorted according to the kill score of each application.

In one embodiment, a ranking table may be created to record the scoring ranking each time an application is killed.

For example, referring to fig. 8, the ranking table includes a plurality of fields, such as Serial Number (SN) of the electronic device, package name of the application, background-cut time of the application, foreground-cut time, reason why the application is killed, time when the application is killed, time interval T (minutes), number of applications interval D (number), application name, base score F, application classification, and killing score (scoring data). According to FIG. 8, the letter^TMThe "application" at time point "2021-04-2420: 40: 38" is cut into the background, and is killed at time point "2021-04-2420: 40: 38", and then is cut into the foreground at time point "2021-04-2420: 40: 42", for example, if "WeChat" is slightly applied^TM"application at time Point" 2021The application number of intervals from-04-2420: 40:38 to 2021-04-2420: 40:42 is 0, and then the 'WeChat' can be calculated according to the calculation method of the killing score S provided by the scheme^TM"applied kill score is 506.16.

And step S15, when the residual memory of the electronic equipment is smaller than a preset value, searching and killing the application programs according to the evaluation result of each application program so as to improve the keep-alive experience of the user to the application.

In one embodiment, when the application program is killed according to the evaluation result of each application program, the killing may be prioritized for the application program with the lower killing score. I.e., the higher the kill score, the higher the likelihood of a false kill.

In an embodiment, a first threshold (for example, 30 points) may also be set, and if the remaining memory of the electronic device is smaller than the preset value, the application program with the killing score value lower than the first threshold is preferentially killed.

In this embodiment, the searching and killing reasons of the applications searched and killed by the electronic device within the preset time period can be dynamically scheduled and analyzed in the background. Specifically, a second threshold value, for example, 80 points, may be set, the cause of the application to be killed that has the killing score exceeding the second threshold value is concerned (for example, the application to be killed that has the killing score exceeding the second threshold value may be optimized, etc.), and a set of expert systems is executed in the background to limit the way of killing the application exceeding the second threshold value, so as to further improve the actual experience of the user. By the application false killing evaluation method provided by the embodiment of the application, the application can be prevented from being mistakenly checked and killed, the application checking and killing accuracy is improved, and sufficient memory is ensured to ensure the stable operation of an operating system or foreground application.

Fig. 8 is a schematic structural diagram of an electronic device 100 according to an embodiment of the present application. The electronic device 100 may include a processor 110, an external memory interface 120, an internal memory 121, a Universal Serial Bus (USB) interface 130, a charging management module 140, a power management module 141, a battery 142, an antenna 1, an antenna 2, a mobile communication module 150, a wireless communication module 160, an audio module 170, a speaker 170A, a receiver 170B, a microphone 170C, an earphone interface 170D, a sensor module 180, a key 190, a motor 191, an indicator 192, a camera 193, a display screen 194, a Subscriber Identification Module (SIM) card interface 195, and the like. The sensor module 180 may include a pressure sensor 180A, a gyroscope sensor 180B, an air pressure sensor 180C, a magnetic sensor 180D, an acceleration sensor 180E, a distance sensor 180F, a proximity light sensor 180G, a fingerprint sensor 180H, a temperature sensor 180J, a touch sensor 180K, an ambient light sensor 180L, a bone conduction sensor 180M, and the like.

It is to be understood that the illustrated structure of the embodiment of the present application does not specifically limit the electronic device 100. In other embodiments of the present application, electronic device 100 may include more or fewer components than shown, or some components may be combined, some components may be split, or a different arrangement of components. The illustrated components may be implemented in hardware, software, or a combination of software and hardware.

Processor 110 may include one or more processing units, such as: the processor 110 may include an Application Processor (AP), a modem processor, a Graphics Processing Unit (GPU), an Image Signal Processor (ISP), a controller, a memory, a video codec, a Digital Signal Processor (DSP), a baseband processor, and/or a neural-Network Processing Unit (NPU), etc. The different processing units may be separate devices or may be integrated into one or more processors.

The controller may be, among other things, a neural center and a command center of the electronic device 100. The controller can generate an operation control signal according to the instruction operation code and the timing signal to complete the control of instruction fetching and instruction execution.

A memory may also be provided in processor 110 for storing instructions and data. In some embodiments, the memory in the processor 110 is a cache memory. The memory may hold instructions or data that have just been used or recycled by the processor 110. If the processor 110 needs to reuse the instructions or data, it can be called directly from the memory. Avoiding repeated accesses reduces the latency of the processor 110, thereby increasing the efficiency of the system.

In some embodiments, processor 110 may include one or more interfaces. The interface may include an integrated circuit (I2C) interface, an integrated circuit built-in audio (I2S) interface, a Pulse Code Modulation (PCM) interface, a universal asynchronous receiver/transmitter (UART) interface, a Mobile Industry Processor Interface (MIPI), a general-purpose input/output (GPIO) interface, a Subscriber Identity Module (SIM) interface, and/or a Universal Serial Bus (USB) interface, etc.

The I2C interface is a bi-directional synchronous serial bus that includes a serial data line (SDA) and a Serial Clock Line (SCL). In some embodiments, processor 110 may include multiple sets of I2C buses. The processor 110 may be coupled to the touch sensor 180K, the charger, the flash, the camera 193, etc. through different I2C bus interfaces, respectively. For example: the processor 110 may be coupled to the touch sensor 180K via an I2C interface, such that the processor 110 and the touch sensor 180K communicate via an I2C bus interface to implement the touch functionality of the electronic device 100.

The I2S interface may be used for audio communication. In some embodiments, processor 110 may include multiple sets of I2S buses. The processor 110 may be coupled to the audio module 170 via an I2S bus to enable communication between the processor 110 and the audio module 170. In some embodiments, the audio module 170 may communicate audio signals to the wireless communication module 160 via the I2S interface, enabling answering of calls via a bluetooth headset.

The PCM interface may also be used for audio communication, sampling, quantizing and encoding analog signals. In some embodiments, the audio module 170 and the wireless communication module 160 may be coupled by a PCM bus interface. In some embodiments, the audio module 170 may also transmit audio signals to the wireless communication module 160 through the PCM interface, so as to implement a function of answering a call through a bluetooth headset. Both the I2S interface and the PCM interface may be used for audio communication.

The UART interface is a universal serial data bus used for asynchronous communications. The bus may be a bidirectional communication bus. It converts the data to be transmitted between serial communication and parallel communication. In some embodiments, a UART interface is generally used to connect the processor 110 with the wireless communication module 160. For example: the processor 110 communicates with a bluetooth module in the wireless communication module 160 through a UART interface to implement a bluetooth function. In some embodiments, the audio module 170 may transmit the audio signal to the wireless communication module 160 through a UART interface, so as to realize the function of playing music through a bluetooth headset.

MIPI interfaces may be used to connect processor 110 with peripheral devices such as display screen 194, camera 193, and the like. The MIPI interface includes a Camera Serial Interface (CSI), a Display Serial Interface (DSI), and the like. In some embodiments, processor 110 and camera 193 communicate through a CSI interface to implement the capture functionality of electronic device 100. The processor 110 and the display screen 194 communicate through the DSI interface to implement the display function of the electronic device 100.

The GPIO interface may be configured by software. The GPIO interface may be configured as a control signal and may also be configured as a data signal. In some embodiments, a GPIO interface may be used to connect the processor 110 with the camera 193, the display 194, the wireless communication module 160, the audio module 170, the sensor module 180, and the like. The GPIO interface may also be configured as an I2C interface, an I2S interface, a UART interface, a MIPI interface, and the like.

The USB interface 130 is an interface conforming to the USB standard specification, and may specifically be a Mini USB interface, a Micro USB interface, a USB Type C interface, or the like. The USB interface 130 may be used to connect a charger to charge the electronic device 100, and may also be used to transmit data between the electronic device 100 and a peripheral device. And the earphone can also be used for connecting an earphone and playing audio through the earphone. The interface may also be used to connect other electronic devices, such as AR devices and the like.

It should be understood that the interface connection relationship between the modules illustrated in the embodiments of the present application is only an illustration, and does not limit the structure of the electronic device 100. In other embodiments of the present application, the electronic device 100 may also adopt different interface connection manners or a combination of multiple interface connection manners in the above embodiments.

The charging management module 140 is configured to receive charging input from a charger. The charger may be a wireless charger or a wired charger. In some wired charging embodiments, the charging management module 140 may receive charging input from a wired charger via the USB interface 130. In some wireless charging embodiments, the charging management module 140 may receive a wireless charging input through a wireless charging coil of the electronic device 100. The charging management module 140 may also supply power to the electronic device through the power management module 141 while charging the battery 142.

The power management module 141 is used to connect the battery 142, the charging management module 140 and the processor 110. The power management module 141 receives input from the battery 142 and/or the charge management module 140 and provides power to the processor 110, the internal memory 121, the external memory, the display 194, the camera 193, the wireless communication module 160, and the like. The power management module 141 may also be used to monitor parameters such as battery capacity, battery cycle count, battery state of health (leakage, impedance), etc. In some other embodiments, the power management module 141 may also be disposed in the processor 110. In other embodiments, the power management module 141 and the charging management module 140 may be disposed in the same device.

The wireless communication function of the electronic device 100 may be implemented by the antenna 1, the antenna 2, the mobile communication module 150, the wireless communication module 160, a modem processor, a baseband processor, and the like.

The antennas 1 and 2 are used for transmitting and receiving electromagnetic wave signals. Each antenna in the electronic device 100 may be used to cover a single or multiple communication bands. Different antennas can also be multiplexed to improve the utilization of the antennas. For example: the antenna 1 may be multiplexed as a diversity antenna of a wireless local area network. In other embodiments, the antenna may be used in conjunction with a tuning switch.

The mobile communication module 150 may provide a solution including 2G/3G/4G/5G wireless communication applied to the electronic device 100. The mobile communication module 150 may include at least one filter, a switch, a power amplifier, a Low Noise Amplifier (LNA), and the like. The mobile communication module 150 may receive the electromagnetic wave from the antenna 1, filter, amplify, etc. the received electromagnetic wave, and transmit the electromagnetic wave to the modem processor for demodulation. The mobile communication module 150 may also amplify the signal modulated by the modem processor, and convert the signal into electromagnetic wave through the antenna 1 to radiate the electromagnetic wave. In some embodiments, at least some of the functional modules of the mobile communication module 150 may be disposed in the processor 110. In some embodiments, at least some of the functional modules of the mobile communication module 150 may be disposed in the same device as at least some of the modules of the processor 110.

The modem processor may include a modulator and a demodulator. The modulator is used for modulating a low-frequency baseband signal to be transmitted into a medium-high frequency signal. The demodulator is used for demodulating the received electromagnetic wave signal into a low-frequency baseband signal. The demodulator then passes the demodulated low frequency baseband signal to a baseband processor for processing. The low frequency baseband signal is processed by the baseband processor and then transferred to the application processor. The application processor outputs a sound signal through an audio device (not limited to the speaker 170A, the receiver 170B, etc.) or displays an image or video through the display screen 194. In some embodiments, the modem processor may be a stand-alone device. In other embodiments, the modem processor may be provided in the same device as the mobile communication module 150 or other functional modules, independent of the processor 110.

The wireless communication module 160 may provide a solution for wireless communication applied to the electronic device 100, including Wireless Local Area Networks (WLANs) (e.g., wireless fidelity (Wi-Fi) networks), bluetooth (bluetooth, BT), Global Navigation Satellite System (GNSS), Frequency Modulation (FM), Near Field Communication (NFC), Infrared (IR), and the like. The wireless communication module 160 may be one or more devices integrating at least one communication processing module. The wireless communication module 160 receives electromagnetic waves via the antenna 2, performs frequency modulation and filtering processing on electromagnetic wave signals, and transmits the processed signals to the processor 110. The wireless communication module 160 may also receive a signal to be transmitted from the processor 110, perform frequency modulation and amplification on the signal, and convert the signal into electromagnetic waves through the antenna 2 to radiate the electromagnetic waves.

In some embodiments, antenna 1 of electronic device 100 is coupled to mobile communication module 150 and antenna 2 is coupled to wireless communication module 160 so that electronic device 100 can communicate with networks and other devices through wireless communication techniques. The wireless communication technology may include global system for mobile communications (GSM), General Packet Radio Service (GPRS), code division multiple access (code division multiple access, CDMA), Wideband Code Division Multiple Access (WCDMA), time-division code division multiple access (time-division code division multiple access, TD-SCDMA), Long Term Evolution (LTE), fifth Generation wireless communication systems (5G, the 5th Generation of wireless communication systems), BT, GNSS, WLAN, NFC, FM, and/or IR technology, etc. The GNSS may include a Global Positioning System (GPS), a global navigation satellite system (GLONASS), a beidou navigation satellite system (BDS), a quasi-zenith satellite system (QZSS), and/or a Satellite Based Augmentation System (SBAS).

The electronic device 100 implements display functions via the GPU, the display screen 194, and the application processor. The GPU is a microprocessor for image processing, and is connected to the display screen 194 and an application processor. The GPU is used to perform mathematical and geometric calculations for graphics rendering. The processor 110 may include one or more GPUs that execute program instructions to generate or alter display information.

The display screen 194 is used to display images, video, and the like. The display screen 194 includes a display panel. The display panel may adopt a Liquid Crystal Display (LCD), an organic light-emitting diode (OLED), an active-matrix organic light-emitting diode (active-matrix organic light-emitting diode, AMOLED), a flexible light-emitting diode (FLED), a miniature, a Micro-oeld, a quantum dot light-emitting diode (QLED), and the like. In some embodiments, the electronic device 100 may include 1 or N display screens 194, with N being a positive integer greater than 1.

The electronic device 100 may implement a shooting function through the ISP, the camera 193, the video codec, the GPU, the display 194, the application processor, and the like.

The ISP is used to process the data fed back by the camera 193. For example, when a photo is taken, the shutter is opened, light is transmitted to the camera photosensitive element through the lens, the optical signal is converted into an electrical signal, and the camera photosensitive element transmits the electrical signal to the ISP for processing and converting into an image visible to naked eyes. The ISP can also carry out algorithm optimization on the noise, brightness and skin color of the image. The ISP can also optimize parameters such as exposure, color temperature and the like of a shooting scene. In some embodiments, the ISP may be provided in camera 193.

The camera 193 is used to capture still images or video. The object generates an optical image through the lens and projects the optical image to the photosensitive element. The photosensitive element may be a Charge Coupled Device (CCD) or a complementary metal-oxide-semiconductor (CMOS) phototransistor. The light sensing element converts the optical signal into an electrical signal, which is then passed to the ISP where it is converted into a digital image signal. And the ISP outputs the digital image signal to the DSP for processing. The DSP converts the digital image signal into image signal in standard RGB, YUV and other formats. In some embodiments, the electronic device 100 may include 1 or N cameras 193, N being a positive integer greater than 1.

The digital signal processor is used for processing digital signals, and can process digital image signals and other digital signals. For example, when the electronic device 100 selects a frequency bin, the digital signal processor is used to perform fourier transform or the like on the frequency bin energy.

Video codecs are used to compress or decompress digital video. The electronic device 100 may support one or more video codecs. In this way, the electronic device 100 may play or record video in a variety of encoding formats, such as: moving Picture Experts Group (MPEG) 1, MPEG2, MPEG3, MPEG4, and the like.

The NPU is a neural-network (NN) computing processor that processes input information quickly by using a biological neural network structure, for example, by using a transfer mode between neurons of a human brain, and can also learn by itself continuously. Applications such as intelligent recognition of the electronic device 100 can be realized through the NPU, for example: image recognition, face recognition, speech recognition, text understanding, and the like.

The external memory interface 120 may be used to connect an external memory card, such as a Micro SD card, to extend the memory capability of the electronic device 100. The external memory card communicates with the processor 110 through the external memory interface 120 to implement a data storage function. For example, files such as music, video, etc. are saved in an external memory card.

The internal memory 121 may be used to store computer-executable program code, which includes instructions. The processor 110 executes various functional applications of the electronic device 100 and data processing by executing instructions stored in the internal memory 121. The internal memory 121 may include a program storage area and a data storage area. The storage program area may store an operating system, an application program (such as a sound playing function, an image playing function, etc.) required by at least one function, and the like. The storage data area may store data (such as audio data, phone book, etc.) created during use of the electronic device 100, and the like. In addition, the internal memory 121 may include a high-speed random access memory, and may further include a nonvolatile memory, such as at least one magnetic disk storage device, a flash memory device, a universal flash memory (UFS), and the like.

The electronic device 100 may implement audio functions via the audio module 170, the speaker 170A, the receiver 170B, the microphone 170C, the headphone interface 170D, and the application processor. Such as music playing, recording, etc.

The audio module 170 is used to convert digital audio information into an analog audio signal output and also to convert an analog audio input into a digital audio signal. The audio module 170 may also be used to encode and decode audio signals. In some embodiments, the audio module 170 may be disposed in the processor 110, or some functional modules of the audio module 170 may be disposed in the processor 110.

The speaker 170A, also called a "horn", is used to convert the audio electrical signal into an acoustic signal. The electronic apparatus 100 can listen to music through the speaker 170A or listen to a handsfree call.

The receiver 170B, also called "earpiece", is used to convert the electrical audio signal into an acoustic signal. When the electronic apparatus 100 receives a call or voice information, it can receive voice by placing the receiver 170B close to the ear of the person.

The microphone 170C, also referred to as a "microphone," is used to convert sound signals into electrical signals. When making a call or transmitting voice information, the user can input a voice signal to the microphone 170C by speaking the user's mouth near the microphone 170C. The electronic device 100 may be provided with at least one microphone 170C. In other embodiments, the electronic device 100 may be provided with two microphones 170C to achieve a noise reduction function in addition to collecting sound signals. In other embodiments, the electronic device 100 may further include three, four or more microphones 170C to collect sound signals, reduce noise, identify sound sources, perform directional recording, and so on.

The headphone interface 170D is used to connect a wired headphone. The headset interface 170D may be the USB interface 130, or may be a 3.5mm open mobile electronic device platform (OMTP) standard interface, a cellular telecommunications industry association (cellular telecommunications industry association of the USA, CTIA) standard interface.

The pressure sensor 180A is used for sensing a pressure signal, and converting the pressure signal into an electrical signal. In some embodiments, the pressure sensor 180A may be disposed on the display screen 194. The pressure sensor 180A can be of a wide variety, such as a resistive pressure sensor, an inductive pressure sensor, a capacitive pressure sensor, and the like. The capacitive pressure sensor may be a sensor comprising at least two parallel plates having an electrically conductive material. When a force acts on the pressure sensor 180A, the capacitance between the electrodes changes. The electronic device 100 determines the strength of the pressure from the change in capacitance. When a touch operation is applied to the display screen 194, the electronic apparatus 100 detects the intensity of the touch operation according to the pressure sensor 180A. The electronic apparatus 100 may also calculate the touched position from the detection signal of the pressure sensor 180A. In some embodiments, the touch operations that are applied to the same touch position but different touch operation intensities may correspond to different operation instructions. For example: and when the touch operation with the touch operation intensity smaller than the first pressure threshold value acts on the short message application icon, executing an instruction for viewing the short message. And when the touch operation with the touch operation intensity larger than or equal to the first pressure threshold value acts on the short message application icon, executing an instruction of newly building the short message.

The gyro sensor 180B may be used to determine the motion attitude of the electronic device 100. In some embodiments, the angular velocity of electronic device 100 about three axes (i.e., the x, y, and z axes) may be determined by gyroscope sensor 180B. The gyro sensor 180B may be used for photographing anti-shake. For example, when the shutter is pressed, the gyro sensor 180B detects a shake angle of the electronic device 100, calculates a distance to be compensated for by the lens module according to the shake angle, and allows the lens to counteract the shake of the electronic device 100 through a reverse movement, thereby achieving anti-shake. The gyroscope sensor 180B may also be used for navigation, somatosensory gaming scenes.

The air pressure sensor 180C is used to measure air pressure. In some embodiments, electronic device 100 calculates altitude, aiding in positioning and navigation, from barometric pressure values measured by barometric pressure sensor 180C.

The magnetic sensor 180D includes a hall sensor. The electronic device 100 may detect the opening and closing of the flip holster using the magnetic sensor 180D. In some embodiments, when the electronic device 100 is a flip phone, the electronic device 100 may detect the opening and closing of the flip according to the magnetic sensor 180D. And then according to the opening and closing state of the leather sheath or the opening and closing state of the flip cover, the automatic unlocking of the flip cover is set.

The acceleration sensor 180E may detect the magnitude of acceleration of the electronic device 100 in various directions (typically three axes). The magnitude and direction of gravity can be detected when the electronic device 100 is stationary. The method can also be used for recognizing the posture of the electronic equipment, and is applied to horizontal and vertical screen switching, pedometers and other applications.

A distance sensor 180F for measuring a distance. The electronic device 100 may measure the distance by infrared or laser. In some embodiments, taking a picture of a scene, electronic device 100 may utilize range sensor 180F to range for fast focus.

The proximity light sensor 180G may include, for example, a Light Emitting Diode (LED) and a light detector, such as a photodiode. The light emitting diode may be an infrared light emitting diode. The electronic device 100 emits infrared light to the outside through the light emitting diode. The electronic device 100 detects infrared reflected light from nearby objects using a photodiode. When sufficient reflected light is detected, it can be determined that there is an object near the electronic device 100. When insufficient reflected light is detected, the electronic device 100 may determine that there are no objects near the electronic device 100. The electronic device 100 can utilize the proximity light sensor 180G to detect that the user holds the electronic device 100 close to the ear for talking, so as to automatically turn off the screen to achieve the purpose of saving power. The proximity light sensor 180G may also be used in a holster mode, a pocket mode automatically unlocks and locks the screen.

The ambient light sensor 180L is used to sense the ambient light level. Electronic device 100 may adaptively adjust the brightness of display screen 194 based on the perceived ambient light level. The ambient light sensor 180L may also be used to automatically adjust the white balance when taking a picture. The ambient light sensor 180L may also cooperate with the proximity light sensor 180G to detect whether the electronic device 100 is in a pocket to prevent accidental touches.

The fingerprint sensor 180H is used to collect a fingerprint. The electronic device 100 can utilize the collected fingerprint characteristics to unlock the fingerprint, access the application lock, photograph the fingerprint, answer an incoming call with the fingerprint, and so on.

The temperature sensor 180J is used to detect temperature. In some embodiments, electronic device 100 implements a temperature processing strategy using the temperature detected by temperature sensor 180J. For example, when the temperature reported by the temperature sensor 180J exceeds a threshold, the electronic device 100 performs a reduction in performance of a processor located near the temperature sensor 180J, so as to reduce power consumption and implement thermal protection. In other embodiments, the electronic device 100 heats the battery 142 when the temperature is below another threshold to avoid the low temperature causing the electronic device 100 to shut down abnormally. In other embodiments, when the temperature is lower than a further threshold, the electronic device 100 performs boosting on the output voltage of the battery 142 to avoid abnormal shutdown due to low temperature.

The touch sensor 180K is also referred to as a "touch panel". The touch sensor 180K may be disposed on the display screen 194, and the touch sensor 180K and the display screen 194 form a touch screen, which is also called a "touch screen". The touch sensor 180K is used to detect a touch operation applied thereto or nearby. The touch sensor can communicate the detected touch operation to the application processor to determine the touch event type. Visual output associated with the touch operation may be provided through the display screen 194. In other embodiments, the touch sensor 180K may be disposed on a surface of the electronic device 100, different from the position of the display screen 194.

The bone conduction sensor 180M may acquire a vibration signal. In some embodiments, the bone conduction sensor 180M may acquire a vibration signal of the human vocal part vibrating the bone mass. The bone conduction sensor 180M may also contact the human pulse to receive the blood pressure pulsation signal. In some embodiments, the bone conduction sensor 180M may also be disposed in a headset, integrated into a bone conduction headset. The audio module 170 may analyze a voice signal based on the vibration signal of the bone mass vibrated by the sound part acquired by the bone conduction sensor 180M, so as to implement a voice function. The application processor can analyze heart rate information based on the blood pressure beating signal acquired by the bone conduction sensor 180M, so as to realize the heart rate detection function.

The keys 190 include a power-on key, a volume key, and the like. The keys 190 may be mechanical keys. Or may be touch keys. The electronic apparatus 100 may receive a key input, and generate a key signal input related to user setting and function control of the electronic apparatus 100.

The motor 191 may generate a vibration cue. The motor 191 may be used for incoming call vibration cues, as well as for touch vibration feedback. For example, touch operations applied to different applications (e.g., photographing, audio playing, etc.) may correspond to different vibration feedback effects. The motor 191 may also respond to different vibration feedback effects for touch operations applied to different areas of the display screen 194. Different application scenes (such as time reminding, receiving information, alarm clock, game and the like) can also correspond to different vibration feedback effects. The touch vibration feedback effect may also support customization.

Indicator 192 may be an indicator light that may be used to indicate a state of charge, a change in charge, or a message, missed call, notification, etc.

The SIM card interface 195 is used to connect a SIM card. The SIM card can be brought into and out of contact with the electronic apparatus 100 by being inserted into the SIM card interface 195 or being pulled out of the SIM card interface 195. The electronic device 100 may support 1 or N SIM card interfaces, N being a positive integer greater than 1. The SIM card interface 195 may support a Nano SIM card, a Micro SIM card, a SIM card, etc. The same SIM card interface 195 can be inserted with multiple cards at the same time. The types of the plurality of cards may be the same or different. The SIM card interface 195 may also be compatible with different types of SIM cards. The SIM card interface 195 may also be compatible with external memory cards. The electronic device 100 interacts with the network through the SIM card to implement functions such as communication and data communication. In some embodiments, the electronic device 100 employs esims, namely: an embedded SIM card. The eSIM card can be embedded in the electronic device 100 and cannot be separated from the electronic device 100.

The software system of the electronic device 100 may employ a layered architecture, an event-driven architecture, a micro-core architecture, a micro-service architecture, or a cloud architecture. The embodiment of the present application takes an Android system with a layered architecture as an example, and exemplarily illustrates a software structure of the electronic device 100.

Fig. 9 is a block diagram of a software structure of the electronic device 100 according to an embodiment of the present application. The layered architecture divides the software into several layers, each layer having a clear role and division of labor. The layers communicate with each other through a software interface. In some embodiments, the Android system is divided into four layers, an application layer, an application framework layer, an Android runtime (Android runtime) and system library, and a kernel layer from top to bottom. The application layer may include a series of application packages.

As shown in fig. 9, the application package may include applications such as camera, gallery, calendar, phone call, map, navigation, WLAN, bluetooth, music, video, short message, etc.

The application framework layer provides an Application Programming Interface (API) and a programming framework for the application program of the application layer. The application framework layer includes a number of predefined functions.

As shown in FIG. 9, the application framework layers may include a window manager, content provider, view system, phone manager, resource manager, notification manager, and the like.

The window manager is used for managing window programs. The window manager can obtain the size of the display screen, judge whether a status bar exists, lock the screen, intercept the screen and the like.

The content provider is used to store and retrieve data and make it accessible to applications. The data may include video, images, audio, calls made and received, browsing history and bookmarks, phone books, etc.

The view system includes visual controls such as controls to display text, controls to display pictures, and the like. The view system may be used to build applications. The display interface may be composed of one or more views. For example, the display interface including the short message notification icon may include a view for displaying text and a view for displaying pictures.

The phone manager is used to provide communication functions of the electronic device 100. Such as management of call status (including on, off, etc.).

The resource manager provides various resources for the application, such as localized strings, icons, pictures, layout files, video files, and the like.

The notification manager enables the application to display notification information in the status bar, can be used to convey notification-type messages, can disappear automatically after a short dwell, and does not require user interaction. Such as a notification manager used to inform download completion, message alerts, etc. The notification manager may also be a notification that appears in the form of a chart or scroll bar text at the top status bar of the system, such as a notification of a background running application, or a notification that appears on the screen in the form of a dialog window. For example, prompting text information in the status bar, sounding a prompt tone, vibrating the electronic device, flashing an indicator light, etc.

The Android Runtime comprises a core library and a virtual machine. The Android runtime is responsible for scheduling and managing an Android system.

The core library comprises two parts: one part is a function which needs to be called by java language, and the other part is a core library of android.

The application layer and the application framework layer run in a virtual machine. And executing java files of the application program layer and the application program framework layer into a binary file by the virtual machine. The virtual machine is used for performing the functions of object life cycle management, stack management, thread management, safety and exception management, garbage collection and the like.

The system library may include a plurality of functional modules. For example: surface managers (surface managers), Media Libraries (Media Libraries), three-dimensional graphics processing Libraries (e.g., OpenGL ES), 2D graphics engines (e.g., SGL), Wrong Kill, and the like.

The surface manager is used to manage the display subsystem and provide fusion of 2D and 3D layers for multiple applications.

The media library supports a variety of commonly used audio, video format playback and recording, and still image files, among others. The media library may support a variety of audio-video encoding formats, such as: MPEG4, H.264, MP3, AAC, AMR, JPG, PNG, etc.

The three-dimensional graphic processing library is used for realizing three-dimensional graphic drawing, image rendering, synthesis, layer processing and the like.

The 2D graphics engine is a drawing engine for 2D drawing.

The kernel layer is a layer between hardware and software. The inner core layer at least comprises a display driver, a camera driver, an audio driver and a sensor driver.

The modules integrated by the electronic device 100 may be stored in a computer-readable storage medium if they are implemented in the form of software functional modules and sold or used as separate products. Based on such understanding, all or part of the flow in the method of the embodiments described above can be realized by the present application, and can also be realized by hardware related to computer readable instructions, which can be stored in a computer readable storage medium, and when the computer readable instructions are executed by a processor, the steps of the above described method embodiments can be realized. Wherein the computer readable instructions comprise computer readable instruction code which may be in source code form, object code form, an executable file or some intermediate form, and the like. The computer-readable medium may include: any entity or device capable of carrying the computer readable instruction code, recording medium, U disk, removable hard disk, magnetic disk, optical disk, computer memory, Read Only Memory (ROM), Random Access Memory (RAM), etc.

The present embodiment further provides a computer storage medium, where computer instructions are stored in the computer storage medium, and when the computer instructions are run on an electronic device, the electronic device is caused to execute the above related method steps to implement the application false kill assessment method in the above embodiments.

The embodiment also provides a computer program product, and when the computer program product runs on an electronic device, the electronic device executes the related steps to implement the application false-killing evaluation method in the embodiment.

In addition, embodiments of the present application also provide an apparatus, which may be specifically a chip, a component or a module, and the apparatus may include a processor and a memory connected to each other; when the device runs, the processor can execute the computer execution instructions stored in the memory, so that the chip can execute the application false kill evaluation method in the above method embodiments.

The electronic device, the computer storage medium, the computer program product, or the chip provided in this embodiment are all configured to execute the corresponding method provided above, so that the beneficial effects achieved by the electronic device, the computer storage medium, the computer program product, or the chip may refer to the beneficial effects in the corresponding method provided above, and are not described herein again.

Through the above description of the embodiments, it is clear to those skilled in the art that, for convenience and simplicity of description, the foregoing division of the functional modules is merely used as an example, and in practical applications, the above function distribution may be completed by different functional modules according to needs, that is, the internal structure of the device may be divided into different functional modules to complete all or part of the above described functions.

In the several embodiments provided in the present application, it should be understood that the disclosed apparatus and method may be implemented in other ways. For example, the above-described device embodiments are merely illustrative, and for example, the division of the modules or units is only one logical functional division, and there may be other divisions when actually implemented, for example, a plurality of units or components may be combined or may be integrated into another device, or some features may be omitted, or not executed. In addition, the shown or discussed mutual coupling or direct coupling or communication connection may be an indirect coupling or communication connection through some interfaces, devices or units, and may be in an electrical, mechanical or other form.

The units described as separate parts may or may not be physically separate, and parts displayed as units may be one physical unit or a plurality of physical units, that is, may be located in one place, or may be distributed in a plurality of different places. Some or all of the units can be selected according to actual needs to achieve the purpose of the solution of the embodiment.

In addition, functional units in the embodiments of the present application may be integrated into one processing unit, or each unit may exist alone physically, or two or more units are integrated into one unit. The integrated unit can be realized in a form of hardware, and can also be realized in a form of a software functional unit.

The integrated unit, if implemented in the form of a software functional unit and sold or used as a stand-alone product, may be stored in a readable storage medium. Based on such understanding, the technical solutions of the embodiments of the present application may be essentially or partially contributed to by the prior art, or all or part of the technical solutions may be embodied in the form of a software product, where the software product is stored in a storage medium and includes several instructions to enable a device (which may be a single chip, a chip, or the like) or a processor (processor) to execute all or part of the steps of the method described in the embodiments of the present application. And the aforementioned storage medium includes: various media capable of storing program codes, such as a usb disk, a removable hard disk, a Read-Only Memory (ROM), a Random Access Memory (RAM), a magnetic disk, or an optical disk.

The above description is only an embodiment of the present application, but the scope of the present application is not limited thereto, and any changes or substitutions within the technical scope of the present disclosure should be covered by the scope of the present application. Therefore, the protection scope of the present application shall be subject to the protection scope of the claims.