CN113015959A

CN113015959A - Application program management method and device, storage medium and electronic equipment

Info

Publication number: CN113015959A
Application number: CN201880099427.8A
Authority: CN
Inventors: 张寅祥; 帅朝春; 陆天洋; 吴建文; 戴堃
Original assignee: Guangdong Oppo Mobile Telecommunications Corp Ltd; Shenzhen Huantai Technology Co Ltd
Current assignee: Guangdong Oppo Mobile Telecommunications Corp Ltd; Shenzhen Huantai Technology Co Ltd
Priority date: 2018-12-29
Filing date: 2018-12-29
Publication date: 2021-06-22
Also published as: WO2020133455A1

Abstract

The embodiment of the application discloses a management method of an application program, which comprises the steps of obtaining current multi-dimensional scene characteristics; inputting the multi-dimensional scene characteristics into a scene prediction model with scene recognition capability to obtain a target scene mode; starting an electric quantity management framework; and determining a corresponding target application program and a target electric quantity limiting level according to the target scene mode, and setting the target application program in the target electric quantity limiting level. The management efficiency of the application program is improved.

Description

Application program management method and device, storage medium and electronic equipment

Technical Field

The present application relates to the field of electronic devices, and in particular, to a method and an apparatus for managing an application program, a storage medium, and an electronic device.

Background

With the continuous development of electronic technology, electronic devices such as mobile phones have increasingly powerful functions, and various applications can be installed in the mobile phones to meet the requirements of users and bring more convenience to the life and work of the users.

Many application programs can run in the background after being opened and switched by users, and for some application programs which are not frequently used by users, the application programs can consume the electric quantity and the memory resource of the mobile phone when running in the background, so that the use and the endurance of the mobile phone are influenced.

At present, in order to avoid the waste of the electric quantity and the memory resource of the mobile phone caused by the background running of the infrequently used application programs, a user can set the mobile phone to be in a power saving mode to limit the power consumption of the application programs, however, in the method, the power consumption of all the application programs is limited at the same time, the operation of the user is affected, and the management efficiency of the application programs is low.

Disclosure of Invention

The embodiment of the application provides a management method and device of an application program, a storage medium and an electronic device, and management efficiency of the application program can be improved.

In a first aspect, an embodiment of the present application provides a method for managing an application program, including:

acquiring current multi-dimensional scene characteristics;

inputting the multi-dimensional scene features into a scene prediction model with scene recognition capability to determine a current target scene mode;

starting a power management framework, wherein the power management framework comprises a plurality of levels of power limit levels;

and determining a corresponding target application program and a target electric quantity limiting level according to the target scene mode, and setting the target application program in the target electric quantity limiting level of the electric quantity management framework.

In a second aspect, an embodiment of the present application provides an application management apparatus, including:

the acquisition unit is used for acquiring the current multi-dimensional scene characteristics;

the input unit is used for inputting the multi-dimensional scene characteristics into a scene prediction model containing scene recognition capability so as to determine a current target scene mode;

a starting unit for starting a power management framework, wherein the power management framework comprises a plurality of levels of power limit levels;

and the setting unit is used for determining a corresponding target application program and a target electric quantity limiting level according to the target scene mode and setting the target application program in the target electric quantity limiting level of the electric quantity management framework.

In a third aspect, a storage medium is provided in this application, where a computer program is stored, and when the computer program runs on a computer, the computer is caused to execute the management method for an application program provided in any embodiment of this application.

In a fourth aspect, an electronic device provided in an embodiment of the present application includes a processor and a memory, where the memory has a computer program, and the processor, by calling the computer program, is configured to perform the steps of:

acquiring current multi-dimensional scene characteristics;

Drawings

The technical solution and other advantages of the present application will become apparent from the detailed description of the embodiments of the present application with reference to the accompanying drawings.

Fig. 1 is a system architecture diagram illustrating operation of an electronic device according to an embodiment of the present invention.

Fig. 2 is a flowchart illustrating a management method for an application according to an embodiment of the present application.

Fig. 3 is another schematic flowchart of a management method of an application according to an embodiment of the present application.

Fig. 4 is a scene schematic diagram of a management method of an application program according to an embodiment of the present application.

Fig. 5 is a schematic block diagram of an application management apparatus according to an embodiment of the present application.

Fig. 6 is another block diagram of an application management apparatus according to an embodiment of the present disclosure.

Fig. 7 is a schematic structural diagram of an electronic device according to an embodiment of the present application.

Fig. 8 is another schematic structural diagram of an electronic device according to an embodiment of the present application.

Detailed Description

Referring to the drawings, wherein like reference numbers refer to like elements, the principles of the present application are illustrated as being implemented in a suitable computing environment. The following description is based on illustrated embodiments of the application and should not be taken as limiting the application with respect to other embodiments that are not detailed herein.

The term "module" as used herein may be considered a software object executing on the computing system. The various components, modules, engines, and services described herein may be viewed as objects implemented on the computing system. The apparatus and method described herein are preferably implemented in software, but may also be implemented in hardware, and are within the scope of the present application.

Referring to fig. 1, fig. 1 is a System architecture diagram of an electronic device according to an embodiment of the present invention, where the System architecture is an Android System architecture, and in an embodiment, the System architecture may also be an apple (IOS) System framework. The android system architecture is an architecture of an android system, the android system architecture is the same as an operating system of the android system, a layered architecture is adopted, the layered architecture is divided into four layers, and an android Application layer (Application), an android Application Framework layer (Application Framework), an android system running layer and a Linux kernel layer are respectively arranged from high to low.

An application layer: the application is a program written in java language and running on the virtual machine, such as a desktop negative one-screen application, a camera application, an Email client, an SMS short message program, a calendar and the like.

An application framework layer: this layer is an Application Programming Interface (API) framework used when writing core applications published by Google (Google), and developers can also use these frameworks to develop their own applications, so as to simplify the structural design of program development, but must comply with the development principles of their frameworks, such as a power management framework, which is a newly added Application standby grouping function, so that a system can restrict applications from calling device resources such as a Central Processing Unit (CPU) or a network according to the use of users, the Application standby grouping can prioritize their resource requests according to the use frequency or the last use time of the Application, the Application standby grouping can be multiple groups, such as four groups, and the system can divide each Application into one of four priority groupings according to the use of the Application, each packet has different restrictions on the scheduling of the device resource, and packets with higher priorities schedule the device resource more highly, and packets with lower priorities schedule the device resource less highly.

A system runtime (C/C + + library and android runtime) layer: when the android application framework is used, the android system can support various components used by us through some C/C + + libraries, so that the android system can better serve us, such as SQLite (relational database) and Webkit (Web browser engine) in the android application framework.

A Linux kernel layer: the android core system service is given to a linux2.6 kernel, and for example, security, memory management, Process management, a network protocol stack, a drive model and the like all depend on the kernel, such as Binder IPC (Internet Process Connection inter-Process communication) drive, and a special driver of the android has an independent device node and provides a function of inter-Process communication.

An execution main body of the application management method may be a management device of the application provided in the embodiment of the present application, or an electronic device integrated with the management device of the application, where the management device of the application may be implemented in a hardware or software manner. The electronic device may be a smart phone, a tablet computer, a Personal Digital Assistant (PDA), or the like.

The following is a detailed description of the analysis.

The embodiment of the invention provides a management method of an application program, which comprises the following steps:

acquiring current multi-dimensional scene characteristics;

In an embodiment, the step of determining a corresponding target application and a target power limit level according to the target scene mode, and setting the target application in the target power limit level of the power management framework may include: determining a first target application program and a first target electric quantity limiting level which are associated with the target scene mode according to the target scene mode; determining a second target application program and a second target electric quantity limiting level which are not associated with the target scene mode according to the target scene mode, wherein the priority of the first target electric quantity limiting level is higher than that of the second target electric quantity limiting level; a first target application is set in the first target power limit level of the power management framework and a second target application is set in the second target power limit level of the power management framework.

In one embodiment, the step of determining a first target application and a first target power limit level associated with the target scene mode according to the target scene mode may include: determining a first application program associated with the target scene mode according to the target scene mode; determining a first application program with the relevance degree with the target scene mode being larger than a first preset threshold value as a first target application program and a first target electric quantity limiting level; and determining the first application program with the relevance degree of the target scene mode not more than a first preset threshold value as a third target application program and a third target electric quantity limiting level, wherein the priority of the first target electric quantity limiting level is higher than that of the third target electric quantity limiting level, and the priority of the third target electric quantity limiting level is higher than that of the second target electric quantity limiting level.

In one embodiment, the step of determining, according to the target scene mode, a second target application and a second target power limit level that are not associated with the target scene mode may include: determining a second application program which is not associated with the target scene mode according to the target scene mode; determining a second application program with the relevance degree with the target scene mode being larger than a second preset threshold value as a second target application program and a second target electric quantity limiting level; and determining a second application program with the relevance degree of the target scene mode not larger than a second preset threshold value as a fourth target application program and a fourth target electric quantity limiting level, wherein the priority of the second target electric quantity limiting level is higher than that of the fourth target electric quantity limiting level.

In one embodiment, the step of setting a first target application in the first target power limit level of the power management framework and a second target application in the second target power limit level of the power management framework may include: setting a first target application in the first target power limit level of the power management framework, and setting a second target application in the second target power limit level of the power management framework; setting a third target application in the third target power limit level of the power management framework and a fourth target application in the fourth target power limit level of the power management framework.

In an embodiment, before the step of determining the corresponding target application and the target power limitation level according to the target scene mode, the method may further include: acquiring attribute information of each application program; and determining a corresponding scene mode and the association degree according to the attribute information, and associating the attribute information with the scene mode.

In one embodiment, the step of obtaining the current multi-dimensional scene feature may further include: continuously acquiring multi-dimensional scene features as samples, and constructing a corresponding scene sample set; and training and learning the scene sample set to generate a scene prediction model with scene recognition capability.

An embodiment of the present application provides a management method for an application, as shown in fig. 2, fig. 2 is a schematic flowchart of the management method for an application provided in the embodiment of the present application, and the management method for an application may include the following steps:

in step S101, a current multi-dimensional scene feature is acquired.

It should be noted that although various applications, such as game applications, office applications, audio applications, and the like, are installed on the electronic device, in the process of normal use by a user, the time for starting each application is different, some applications are often started in some scenes, and some applications may not be started for a long time, and for applications that may not be used in a specific scene, the applications run in the background may consume the power and memory resources of the mobile phone, which affects the use and duration of the mobile phone, so the user often wants to allocate less device resources.

The current multi-dimensional scene features may be collected, and the multi-dimensional scene features may be current time information and current positioning information, so that the later-stage electronic device may determine a current scene according to the current time information and the current positioning information, the current time information may also be time period information, and the current positioning information may also be positioning information in a certain range, such as time period information from 8 o 'clock to 18 o' clock, and positioning information in a certain building range.

In step S102, the multi-dimensional scene features are input into a scene prediction model with scene recognition capability to determine a current target scene mode.

The prediction model may continuously acquire, in advance, multi-dimensional scene features as samples for the electronic device to form a scene sample set including a preset number of samples, where the multi-dimensional scene features may also be current time information and current positioning information, and may also be time period information and positioning information in a certain range. Clustering processing can be carried out on the time period information and the positioning information in a certain range through a clustering algorithm, and a prediction model which can identify a corresponding scene mode according to the time information and the positioning information is generated, wherein the scene mode can comprise a working mode, an entertainment mode and the like.

Further, the acquired current time information and the current positioning information are input into a scene prediction model with scene recognition capability, for example, 14 points on thursday and 13 points on Xbuilding at the current time are input into the scene prediction model, and the current target scene mode is determined to be the working mode.

In step S103, the power management framework is started.

The power management framework includes multiple levels of power limitation levels, such as 4 levels, and each level performs corresponding resource allocation on an application, where a higher level has a higher priority and more device resources are allocated, and a lower level has a lower priority and less device resources are allocated, where the device resources include CPU resources invoked by the application or a network.

Furthermore, after the current target scene mode is determined, the electric quantity management framework can be started correspondingly, and the later-stage hierarchical management of the application program is realized.

In step S104, a corresponding target application and a target power limit level are determined according to the target scene mode, and the target application is set in the target power limit level of the power management framework.

The association degree between each scene mode and each application program can be determined according to the name information of the application program and the use information of the application program, so as to determine and associate the corresponding scene mode.

Furthermore, the associated target application program can be determined according to the determined target scene mode, the target electric quantity limiting level is determined according to the corresponding association degree, when the association degree is higher, the priority of the target electric quantity limiting level is higher, and when the association degree is lower, the priority of the target electric quantity limiting level is lower. And sets the target application in a target power limit level of the power management framework.

In some embodiments, the step of determining a corresponding target application and a target power limit level according to the target scene mode, and setting the target application in the target power limit level of the power management framework may include:

(1) determining a first target application program and a first target electric quantity limiting level which are associated with the target scene mode according to the target scene mode;

(2) determining a second target application program and a second target electric quantity limiting level which are not associated with the target scene mode according to the target scene mode;

(3) a first target application is set in the first target power limit level of the power management framework and a second target application is set in the second target power limit level of the power management framework.

The electronic device determines a first target application program and a first target electric quantity limiting level associated with the target scene mode according to the target scene mode, and if the target scene mode is the working mode, the electronic device determines the first application program associated with the working mode and determines the first target application program as the first target electric quantity limiting level. Similarly, the electronic device determines a second target application program and a second target electric quantity limit level associated with the target scene mode according to the target scene mode, if the target scene mode is the working mode, the electronic device determines the second target application program of the game class irrelevant to the working mode, and determines the second target application program as the second target electric quantity limit level, where the first target limit level is higher than the second target electric quantity limit level.

That is, after the first target application is set in the first target power limit level of the power management framework and the second target application is set in the second target power limit level of the power management framework, the power management framework will automatically perform device resource limitation on the application not associated with the target scene mode, that is, the application not conforming to the current scene performs device resource limitation, while the application associated with the target scene mode may not be limited or limited by a lower resource device due to a higher priority.

As can be seen from the above, in the management method for an application program provided in this embodiment, the current multi-dimensional scene characteristics are obtained; inputting the multi-dimensional scene characteristics into a scene prediction model with scene recognition capability to determine a current target scene mode; starting a power management framework, wherein the power management framework comprises a plurality of levels of power limit levels; and determining a corresponding target application program and a target electric quantity limiting level according to the target scene mode, and setting the target application program in the target electric quantity limiting level of the electric quantity management framework. Therefore, the current multi-dimensional scene characteristics are collected, the corresponding target scene mode is determined through the scene prediction model, the device resource limitation of the application program which is not in line with the scene is automatically realized according to the target scene mode, the automation of application program management is realized, and the management efficiency of the application program is improved.

The method described in the above embodiments is further illustrated in detail by way of example.

Referring to fig. 3, fig. 3 is another flow chart illustrating a management method of an application according to an embodiment of the present application.

Specifically, the method comprises the following steps:

in step S201, multi-dimensional scene features are continuously collected as samples, and a corresponding scene sample set is constructed.

It should be noted that, for better explaining the present application, the electronic device is exemplified by a mobile phone, various applications are installed in the mobile phone, but in a process of being used by a user usually, the time for starting each application is different, some applications are frequently started in a specific scene, some applications may not be started for a long time, and for applications that may not be used in the specific scene, the power and memory resources of the mobile phone are excessively consumed when the electronic device is normally operated in the background, which affects the use and duration of the mobile phone, so the user often wants to allocate less device resources to such applications.

In the application, scene learning is firstly carried out, and in the life process of people, various scenes such as a working scene mode, an entertainment scene mode and the like often exist, so that multi-dimensional scene features of the mobile phone can be continuously collected according to a preset frequency, the multi-dimensional scene features can be a time feature and a positioning feature, samples within one month are continuously collected, and a scene sample set capable of reflecting the scene modes through time information and place information is formed.

In step S202, a scene sample set is trained and learned to generate a scene prediction model including a scene recognition capability.

The mobile phone trains and learns the scene sample set, and can perform clustering processing on samples containing time information and positioning information in the sample set, for example, in a working day, a user is generally in an office of a building a during 9 to 17, and the rule can be obtained through clustering processing, that is, a specific time period in the working day is in the range of the building a and is determined as a working mode, and the like, so as to generate a prediction model containing scene recognition capability.

In step S203, the current multi-dimensional scene features are acquired.

The mobile phone obtains current time information, such as the day of week 15 at 41 points, and obtains current Positioning information a in the building range through a Global Positioning System (GPS).

In step S204, the multi-dimensional scene features are input into a scene prediction model with scene recognition capability to determine the current target scene mode.

The mobile phone inputs the acquired time of the day of week 15, the 41 th point and the positioning information A building range into a scene prediction model with scene recognition capability, so that the current target scene mode can be determined to be the working mode.

As shown in fig. 4, the mobile phone 100 inputs the multi-dimensional scene features into a scene prediction model with scene recognition capability to determine that the current target scene mode is a working scene, the mobile phone generates a prompt message accordingly, the user can make a determination or a denial, the determination has a time of 10 seconds, when the user does not select the determination within 10 seconds, the determination is automatically made, and when the user selects no, the user can select a suitable scene mode.

In step S205, the power management framework is started.

The mobile phone power management framework may include four levels of power limit levels, which may be Active (first power limit level) respectively, indicating that an application is being used, and that the application program at that level is free from any system restrictions on the resource calls for tasks, standard alarms, and FCM information. Work set (second power limitation level) indicates that the application is used very frequently, and the application program at this level is partially system-limited in terms of task execution and alarm triggering. Common (frequency) (third power limit level) indicates that applications are used often, but not daily, applications at this level will be affected in tasks, the ability to trigger alarms, and the high priority FCM messages accepted will have an upper number limit. Rarely (Rare) (fourth power limit level), applications are used occasionally, each power limit level contains corresponding restrictions, applications under that level are severely restricted in resource invocation for tasks, alarms and high priority FCM messages, and network access capabilities are affected, i.e. the device resources that can be invoked are lower and lower from the first power limit level to the fourth power limit level.

Further, the mobile phone calls a system framework layer to start the electric quantity management framework.

In step S206, the attribute information of each application program is obtained, and the corresponding scene mode and the association degree are determined according to the attribute information, so as to associate the attribute information with the scene mode.

The mobile phone obtains attribute information of each application program, such as the name of the application program and the application program, for example, the name of a certain application program is X office, the application program is office use, the associated scene mode is determined to be a working mode according to the attribute information, the association degree is 0.9, or the name of a certain application program is X glory, the application program is game, the associated scene mode is determined to be a game mode according to the attribute information, the association degree is 0.9, the association degree with the working mode is 0.1, and the like, and each application program is processed by analogy.

In step S207, a first application associated with the target scene mode is determined according to the target scene mode.

The mobile phone determines a plurality of first application programs associated with the working mode according to the determined working mode, such as X office and Y drawing editing, and it is assumed that the association degree of the X office and the working mode is 0.9 and the association degree of the Y drawing editing and the working mode is 0.7.

In step S208, the first application program having the association degree with the target scene mode greater than the first preset threshold is determined as the first target application program and the first target power limit level.

The first preset threshold is a defined value, such as 0.8, that defines whether the first application program is strongly correlated with the target scene mode, and when the degree of correlation between the first application program and the target scene mode is greater than 0.8, such as the degree of correlation between the X office and the X office is greater than 0.8, it indicates that the X office is strongly correlated with the working mode, and the usage probability is very high, and the X office is determined as the first target application program and the first target power limitation level.

In step S209, the first application program having the degree of association with the target scene mode not greater than the first preset threshold is determined as the third target application program and the third target power limiting level.

When the association degree of the first application program and the target scene mode is not more than 0.8, if the association degree of the Y drawing edition is not more than 0.8, the Y drawing edition is not strongly associated with the working mode, the use probability is lower than the strong association probability, the Y drawing edition is determined to be a third target application program and a third target electric quantity limiting level, and the priority of the first target electric quantity limiting level is higher than the third target electric quantity limiting level.

In step S210, a second application program not associated with the target scene mode is determined according to the target scene mode.

The mobile phone determines a plurality of second application programs which are not associated with the working mode according to the determined working mode, such as X glory and Y absolute, and the association degree of the X glory and the working mode is assumed to be 0.1, and the association degree of the Y absolute and the working mode is assumed to be 0.4.

In step S211, a second application having a degree of association with the target scene mode greater than a second preset threshold is determined as a second target application and a second target power limiting level.

The second preset threshold is a defining value, such as 0.3, defining whether the second application is strongly unrelated to the target scene mode, and when the degree of association between the second application and the target scene mode is greater than 0.3, such as the degree of association of Y absolutely greater than 0.4 is greater than 0.3, which indicates that Y is not strongly unrelated to the working mode, it may be used, and Y is determined to be a second target application and a second target power limit level absolutely, and the priority of the third target power limit level is higher than that of the second target power limit level.

In step S212, a second application program having a degree of association with the target scene mode not greater than a second preset threshold is determined as a fourth target application program and a fourth target power limiting level.

When the degree of association between the second application program and the target scene mode is not greater than 0.3, if the degree of association between X glory is not greater than 0.3, it indicates that X glory is strongly unrelated to the working mode, the probability of use is extremely low, and X glory is determined as a fourth target application program and a fourth target electric quantity limiting level, where the second target electric quantity limiting level has a higher priority than the fourth target electric quantity limiting level.

In step S213, a first target application is set in a first target power limit level of the power management framework and a second target application is set in a second target power limit level of the power management framework.

In step S214, a third target application is set in a third target power limit level of the power management framework and a fourth target application is set in a fourth target power limit level of the power management framework.

The mobile phone sets a first target application program in a first target electric quantity limiting level of an electric quantity management frame, sets a second target application program in a second target electric quantity limiting level of the electric quantity management frame, sets a third target application program in a third target electric quantity limiting level of the electric quantity management frame, and sets a fourth target application program in a fourth target electric quantity limiting level of the electric quantity management frame, wherein the first application program with the highest use probability can not be limited by device resources because the priority of the first target electric quantity limiting level is the highest, the priority of the third target electric quantity limiting level is lower than the first target electric quantity limiting level, the third application program with the lower use probability is lower than the first application program, the priority of the second target electric quantity limiting level is lower than the third target electric quantity limiting level, then the second application, which has a lower probability of use than the third application, is restricted by more device resources, and the fourth target power limit level has a lower priority than the second target power limit level, then the fourth application, which has a lower probability of use than the second application, is restricted by strict device resources. Therefore, the application programs with the use probabilities from high to low are subjected to automatic hierarchical management and control after the scene mode is analyzed, and the electric quantity value of the mobile phone is better saved.

As can be seen from the above, in the management method for an application provided in this embodiment, a prediction model with scene recognition capability is generated by continuously collecting multi-dimensional scene features to construct a sample set for learning, a current multi-dimensional scene feature is obtained, the multi-dimensional scene feature is input into the scene prediction model with scene recognition capability to determine a current target scene mode, an electric quantity management framework is started, determining a corresponding first target application program, a second target application program, a third target application program and a fourth target application program according to the relevance degree with the target scene mode, and placing the first target application program into a first target electric quantity limit level, placing the second target application program into a second target electric quantity limit level, placing the third target application program into a third target electric quantity limit level, and placing the fourth target application program into a fourth target electric quantity limit level. Therefore, the current multi-dimensional scene characteristics are collected, the corresponding target scene mode is determined through the scene prediction model, the step-by-step equipment resource limitation on the application program which does not conform to the scene is automatically realized according to the target scene mode, the automation of application program management is realized, and the management efficiency of the application program is improved.

In order to better implement the management method of the application program provided in the embodiments of the present application, the embodiments of the present application further provide an apparatus based on the management method of the application program. The terms are the same as those in the above-described application management method, and details of implementation may refer to the description in the method embodiment.

An embodiment of the present invention provides a management apparatus for an application, including:

a starting unit for starting a power management framework, the power management framework comprising a plurality of levels of power limit levels;

and the setting unit is used for determining a corresponding target application program and a target electric quantity limiting level according to the target scene mode, and setting the target application program in the target electric quantity limiting level of the electric quantity management framework.

In one embodiment, the setting unit includes: the first determining subunit is used for determining a first target application program and a first target electric quantity limiting level which are associated with the target scene mode according to the target scene mode; a second determining subunit, configured to determine, according to the target scene mode, a second target application and a second target electric-quantity restriction level that are not associated with the target scene mode, where a priority of the first target electric-quantity restriction level is higher than the second target electric-quantity restriction level; and the setting subunit is used for setting a first target application program in the first target electric quantity limiting level of the electric quantity management framework and setting a second target application program in the second target electric quantity limiting level of the electric quantity management framework.

In an embodiment, the first determining subunit is specifically configured to: determining a first application program associated with the target scene mode according to the target scene mode; determining a first application program with the relevance degree with the target scene mode being larger than a first preset threshold value as a first target application program and a first target electric quantity limiting level; and determining the first application program with the relevance degree of the target scene mode not more than a first preset threshold value as a third target application program and a third target electric quantity limiting level, wherein the priority of the first target electric quantity limiting level is higher than that of the third target electric quantity limiting level, and the priority of the third target electric quantity limiting level is higher than that of the second target electric quantity limiting level.

In an embodiment, the second determining subunit is specifically configured to: determining a second application program which is not associated with the target scene mode according to the target scene mode; determining a second application program with the relevance degree with the target scene mode being larger than a second preset threshold value as a second target application program and a second target electric quantity limiting level; and determining a second application program with the relevance degree of the target scene mode not larger than a second preset threshold value as a fourth target application program and a fourth target electric quantity limiting level, wherein the priority of the second target electric quantity limiting level is higher than that of the fourth target electric quantity limiting level.

In one embodiment, the setting subunit is specifically configured to: setting a first target application in the first target power limit level of the power management framework, and setting a second target application in the second target power limit level of the power management framework; setting a third target application in the third target power limit level of the power management framework and a fourth target application in the fourth target power limit level of the power management framework.

Referring to fig. 5, fig. 5 is a block diagram of a management device of an application according to an embodiment of the present disclosure. Specifically, the application management device 300 includes: an acquisition unit 31, an input unit 32, a start unit 33, and a setting unit 34.

An obtaining unit 31, configured to obtain a current multi-dimensional scene feature.

The obtaining unit 31 may collect current multidimensional scene features, where the multidimensional scene features may be current time information and current positioning information, so that the later-stage electronic device may determine a current scene according to the current time information and the current positioning information, the current time information may also be time period information, and the current positioning information may also be positioning information in a certain range, such as time period information from 8 points to 18 points, and positioning information in a certain building range.

An input unit 32, configured to input the multi-dimensional scene features into a scene prediction model including a scene recognition capability to determine a current target scene mode.

Further, the input unit 32 inputs the acquired current time information and the current positioning information into a scene prediction model with scene recognition capability, for example, inputs the current time of thursday 14, 13 minutes and building X into the scene prediction model, and determines that the current target scene mode is the working mode.

An initiating unit 33 for initiating a power management framework comprising a plurality of levels of power limiting levels.

Further, after the current target scene mode is determined, the starting unit 33 may correspondingly start the power management framework, so as to implement the hierarchical management of the application program in the later period.

A setting unit 34, configured to determine a corresponding target application and a target power limitation level according to the target scene mode, and set the target application in the target power limitation level of the power management framework.

Further, the setting unit 34 may determine the associated target application according to the determined target scene mode, determine the target electric quantity limiting level according to the corresponding association degree, where the higher the association degree is, the higher the priority of the target electric quantity limiting level is, and the lower the association degree is, the lower the priority of the target electric quantity limiting level is. And sets the target application in a target power limit level of the power management framework.

Referring to fig. 6 together, fig. 6 is another schematic block diagram of an application management apparatus according to an embodiment of the present disclosure, where the application management apparatus 300 may further include:

the setting unit 34 may include a first determining subunit 341, a second determining subunit 342, and a setting subunit 343.

Further, the first determining subunit 341 is configured to determine, according to the target scene mode, a first target application and a first target power limitation level associated with the target scene mode. The second determining subunit 342 is configured to determine, according to the target scene mode, a second target application and a second target power limitation level that are not associated with the target scene mode, where the first target power limitation level has a higher priority than the second target power limitation level. The setting subunit 343 is configured to set a first target application in the first target power limitation level of the power management framework, and set a second target application in the second target power limitation level of the power management framework.

The first determining subunit 341 is specifically configured to: determining a first application program associated with the target scene mode according to the target scene mode; determining a first application program with the relevance degree with the target scene mode being larger than a first preset threshold value as a first target application program and a first target electric quantity limiting level; and determining the first application program with the relevance degree of the target scene mode not more than a first preset threshold value as a third target application program and a third target electric quantity limiting level, wherein the priority of the first target electric quantity limiting level is higher than that of the third target electric quantity limiting level, and the priority of the third target electric quantity limiting level is higher than that of the second target electric quantity limiting level.

The second determining subunit 342 is specifically configured to: determining a second application program which is not associated with the target scene mode according to the target scene mode; determining a second application program with the relevance degree with the target scene mode being larger than a second preset threshold value as a second target application program and a second target electric quantity limiting level; and determining a second application program with the relevance degree of the target scene mode not larger than a second preset threshold value as a fourth target application program and a fourth target electric quantity limiting level, wherein the priority of the second target electric quantity limiting level is higher than that of the fourth target electric quantity limiting level.

The setting subunit 343 is specifically configured to: setting a first target application in the first target power limit level of the power management framework, and setting a second target application in the second target power limit level of the power management framework; setting a third target application in the third target power limit level of the power management framework and a fourth target application in the fourth target power limit level of the power management framework.

The embodiment of the application also provides the electronic equipment. Referring to fig. 7, an electronic device 500 includes a processor 501 and a memory 502. The processor 501 is electrically connected to the memory 502.

The processor 500 is a control center of the electronic device 500, connects various parts of the whole electronic device using various interfaces and lines, performs various functions of the electronic device 500 by running or loading a computer program stored in the memory 502, and calls data stored in the memory 502, and processes the data, thereby performing overall monitoring of the electronic device 500.

The memory 502 may be used to store software programs and modules, and the processor 501 executes various functional applications and data processing by running the computer programs and modules stored in the memory 502. The memory 502 may mainly include a program storage area and a data storage area, wherein the program storage area may store an operating system, a computer program required by at least one function (such as a sound playing function, an image playing function, etc.), and the like; the storage data area may store data created according to use of the electronic device, and the like. Further, the memory 502 may include high speed random access memory, and may also include non-volatile memory, such as at least one magnetic disk storage device, flash memory device, or other volatile solid state storage device. Accordingly, the memory 502 may also include a memory controller to provide the processor 501 with access to the memory 502.

In this embodiment, the processor 501 in the electronic device 500 loads instructions corresponding to one or more processes of the computer program into the memory 502, and the processor 501 runs the computer program stored in the memory 502, so as to implement various functions as follows:

acquiring current multi-dimensional scene characteristics;

In some embodiments, when determining a corresponding target application and a target power limit level according to the target scene mode, and setting the target application in the target power limit level of the power management framework, the processor 501 may specifically perform the following steps:

determining a first target application program and a first target electric quantity limiting level which are associated with the target scene mode according to the target scene mode;

determining a second target application program and a second target electric quantity limiting level which are not associated with the target scene mode according to the target scene mode, wherein the priority of the first target electric quantity limiting level is higher than that of the second target electric quantity limiting level;

a first target application is set in the first target power limit level of the power management framework and a second target application is set in the second target power limit level of the power management framework.

In some embodiments, when determining the first target application and the first target power limitation level associated with the target scene mode according to the target scene mode, the processor 501 may specifically perform the following steps:

determining a first application program associated with the target scene mode according to the target scene mode;

determining a first application program with the relevance degree with the target scene mode being larger than a first preset threshold value as a first target application program and a first target electric quantity limiting level;

and determining the first application program with the relevance degree of the target scene mode not more than a first preset threshold value as a third target application program and a third target electric quantity limiting level, wherein the priority of the first target electric quantity limiting level is higher than that of the third target electric quantity limiting level, and the priority of the third target electric quantity limiting level is higher than that of the second target electric quantity limiting level.

In some embodiments, when determining, according to the target scene mode, a second target application and a second target power limitation level that are not associated with the target scene mode, the processor 501 may specifically perform the following steps:

determining a second application program which is not associated with the target scene mode according to the target scene mode;

determining a second application program with the relevance degree with the target scene mode being larger than a second preset threshold value as a second target application program and a second target electric quantity limiting level;

and determining a second application program with the relevance degree of the target scene mode not larger than a second preset threshold value as a fourth target application program and a fourth target electric quantity limiting level, wherein the priority of the second target electric quantity limiting level is higher than that of the fourth target electric quantity limiting level.

In some embodiments, when a first target application is set in the first target power limit level of the power management framework and a second target application is set in the second target power limit level of the power management framework, the processor 501 may specifically perform the following steps:

setting a first target application in the first target power limit level of the power management framework, and setting a second target application in the second target power limit level of the power management framework;

setting a third target application in the third target power limit level of the power management framework and a fourth target application in the fourth target power limit level of the power management framework.

In some embodiments, before determining the corresponding target application and target power limit level according to the target scene mode, the processor 501 may specifically perform the following steps:

acquiring attribute information of each application program;

and determining a corresponding scene mode and the association degree according to the attribute information, and associating the attribute information with the scene mode.

In some embodiments, before acquiring the current multi-dimensional scene feature, the processor 501 may further specifically perform the following steps:

continuously acquiring multi-dimensional scene features as samples, and constructing a corresponding scene sample set;

and training and learning the scene sample set to generate a scene prediction model with scene recognition capability.

Referring to fig. 8, in some embodiments, the electronic device 500 may further include: a display 503, radio frequency circuitry 504, audio circuitry 505, and a power supply 506. The display 503, the rf circuit 504, the audio circuit 505, and the power source 506 are electrically connected to the processor 501.

The display 503 may be used to display information entered by or provided to the user as well as various graphical user interfaces, which may be made up of graphics, text, icons, video, and any combination thereof. The Display 503 may include a Display panel, and in some embodiments, the Display panel may be configured in the form of a Liquid Crystal Display (LCD), an Organic Light-Emitting Diode (OLED), or the like.

The rf circuit 504 may be used for transceiving rf signals to establish wireless communication with a network device or other electronic devices via wireless communication, and for transceiving signals with the network device or other electronic devices.

The audio circuit 505 may be used to provide an audio interface between a user and an electronic device through a speaker, microphone.

The power source 506 may be used to power various components of the electronic device 500. In some embodiments, power supply 506 may be logically coupled to processor 501 through a power management system, such that functions of managing charging, discharging, and power consumption are performed through the power management system.

Although not shown in fig. 8, the electronic device 500 may further include a camera, a bluetooth module, and the like, which are not described in detail herein.

An embodiment of the present application further provides a storage medium, where the storage medium stores a computer program, and when the computer program runs on a computer, the computer is caused to execute a management method of an application program in any one of the above embodiments, such as: acquiring current multi-dimensional scene characteristics; inputting the multi-dimensional scene features into a scene prediction model with scene recognition capability to determine a current target scene mode; initiating a power management framework comprising a plurality of levels of power limit levels; and determining a corresponding target application program and a target electric quantity limiting level according to the target scene mode, and setting the target application program in the target electric quantity limiting level of the electric quantity management framework.

In the embodiment of the present application, the storage medium may be a magnetic disk, an optical disk, a Read Only Memory (ROM), a Random Access Memory (RAM), or the like.

In the foregoing embodiments, the descriptions of the respective embodiments have respective emphasis, and for parts that are not described in detail in a certain embodiment, reference may be made to related descriptions of other embodiments.

It should be noted that, for the management method of the application program in the embodiment of the present application, it can be understood by a person skilled in the art that all or part of the process of implementing the management method of the application program in the embodiment of the present application can be completed by controlling the relevant hardware through a computer program, where the computer program can be stored in a computer readable storage medium, such as a memory of an electronic device, and executed by at least one processor in the electronic device, and the process of the embodiment of the management method of the application program can be included in the execution process. The storage medium may be a magnetic disk, an optical disk, a read-only memory, a random access memory, etc.

In the management apparatus for an application program according to the embodiment of the present application, each functional module may be integrated into one processing chip, or each module may exist alone physically, or two or more modules may be integrated into one module. The integrated module can be realized in a hardware mode, and can also be realized in a software functional module mode. The integrated module, if implemented as a software functional module and sold or used as a stand-alone product, may also be stored in a computer readable storage medium such as a read-only memory, a magnetic or optical disk, or the like.

The foregoing detailed description is directed to a method, an apparatus, a storage medium, and an electronic device for managing an application program provided in an embodiment of the present application, and a specific example is applied in the detailed description to explain the principles and implementations of the present application, and the description of the foregoing embodiment is only used to help understand the method and the core idea of the present application; meanwhile, for those skilled in the art, according to the idea of the present application, there may be variations in the specific embodiments and the application scope, and in summary, the content of the present specification should not be construed as a limitation to the present application.

Claims

A management method of an application program comprises the following steps:

acquiring current multi-dimensional scene characteristics;

inputting the multi-dimensional scene features into a scene prediction model with scene recognition capability to determine a current target scene mode;

starting a power management framework, wherein the power management framework comprises a plurality of levels of power limit levels;

and determining a corresponding target application program and a target electric quantity limiting level according to the target scene mode, and setting the target application program in the target electric quantity limiting level of the electric quantity management framework.
The application management method according to claim 1, wherein the step of determining a corresponding target application and a target power limit level according to the target scene mode, and setting the target application in the target power limit level of the power management framework comprises:

determining a first target application program and a first target electric quantity limiting level associated with the target scene mode according to the target scene mode;

determining a second target application program and a second target electric quantity limiting level which are not associated with the target scene mode according to the target scene mode, wherein the priority of the first target electric quantity limiting level is higher than that of the second target electric quantity limiting level;

setting a first target application in the first target power limit level of the power management framework and a second target application in the second target power limit level of the power management framework.
The application management method according to claim 2, wherein the step of determining, according to the target scene mode, a first target application and a first target power limit level associated with the target scene mode comprises:

determining a first application program associated with the target scene mode according to the target scene mode;

determining a first application program with the relevance degree with the target scene mode being larger than a first preset threshold value as a first target application program and a first target electric quantity limiting level;

and determining the first application program with the relevance degree of the target scene mode not greater than a first preset threshold value as a third target application program and a third target electric quantity limiting level, wherein the priority of the first target electric quantity limiting level is higher than that of the third target electric quantity limiting level, and the priority of the third target electric quantity limiting level is higher than that of the second target electric quantity limiting level.
The application management method according to claim 3, wherein the step of determining, according to the target scene mode, a second target application and a second target power limit level that are not associated with the target scene mode comprises:

determining a second application program which is not associated with the target scene mode according to the target scene mode;

determining a second application program with the relevance degree with the target scene mode larger than a second preset threshold value as a second target application program and a second target electric quantity limiting level;

and determining a second application program with the relevance degree of the target scene mode not larger than a second preset threshold value as a fourth target application program and a fourth target electric quantity limiting level, wherein the priority of the second target electric quantity limiting level is higher than that of the fourth target electric quantity limiting level.
The application management method of claim 4, wherein the step of setting a first target application in the first target power limit level of the power management framework and a second target application in the second target power limit level of the power management framework comprises:

setting a first target application in the first target power limit level of the power management framework, and setting a second target application in the second target power limit level of the power management framework;

setting a third target application in the third target power limit level of the power management framework and a fourth target application in the fourth target power limit level of the power management framework.
The application management method according to claim 1, wherein before the step of determining the corresponding target application and target power limitation level according to the target scene mode, the method further comprises:

acquiring attribute information of each application program;

and determining a corresponding scene mode and a correlation degree according to the attribute information, and correlating the attribute information with the scene mode.
The method for managing an application program according to claim 1, wherein said step of obtaining a current multi-dimensional scene feature is preceded by the steps of:

continuously acquiring multi-dimensional scene features as samples, and constructing a corresponding scene sample set;

and training and learning the scene sample set to generate a scene prediction model with scene recognition capability.
An apparatus for managing an application, comprising:

the acquisition unit is used for acquiring the current multi-dimensional scene characteristics;

the input unit is used for inputting the multi-dimensional scene characteristics into a scene prediction model containing scene recognition capability so as to determine a current target scene mode;

a starting unit for starting a power management framework, wherein the power management framework comprises a plurality of levels of power limit levels;

and the setting unit is used for determining a corresponding target application program and a target electric quantity limiting level according to the target scene mode and setting the target application program in the target electric quantity limiting level of the electric quantity management framework.
The management apparatus of an application program according to claim 8, wherein said setting unit comprises:

the first determining subunit is used for determining a first target application program and a first target electric quantity limiting level which are associated with the target scene mode according to the target scene mode;

a second determining subunit, configured to determine, according to the target scene mode, a second target application and a second target electric quantity restriction level that are not associated with the target scene mode, where a priority of the first target electric quantity restriction level is higher than the second target electric quantity restriction level;

a setting subunit, configured to set a first target application in the first target power limitation level of the power management framework, and set a second target application in the second target power limitation level of the power management framework.
The application management apparatus according to claim 9, wherein the first determining subunit is specifically configured to:

determining a first application program associated with the target scene mode according to the target scene mode;

determining a first application program with the relevance degree with the target scene mode being larger than a first preset threshold value as a first target application program and a first target electric quantity limiting level;

and determining the first application program with the relevance degree of the target scene mode not greater than a first preset threshold value as a third target application program and a third target electric quantity limiting level, wherein the priority of the first target electric quantity limiting level is higher than that of the third target electric quantity limiting level, and the priority of the third target electric quantity limiting level is higher than that of the second target electric quantity limiting level.
The application management apparatus according to claim 10, wherein the second determining subunit is specifically configured to:

determining a second application program which is not associated with the target scene mode according to the target scene mode;

determining a second application program with the relevance degree with the target scene mode larger than a second preset threshold value as a second target application program and a second target electric quantity limiting level;

and determining a second application program with the relevance degree of the target scene mode not larger than a second preset threshold value as a fourth target application program and a fourth target electric quantity limiting level, wherein the priority of the second target electric quantity limiting level is higher than that of the fourth target electric quantity limiting level.
The application management apparatus according to claim 11, wherein the setting subunit is specifically configured to:

setting a first target application in the first target power limit level of the power management framework, and setting a second target application in the second target power limit level of the power management framework;

setting a third target application in the third target power limit level of the power management framework and a fourth target application in the fourth target power limit level of the power management framework.
A storage medium having stored thereon a computer program, wherein the computer program, when run on a computer, causes the computer to execute a method of managing an application program according to claim 1.
An electronic device comprising a processor and a memory, said memory having a computer program, wherein said processor is adapted to perform the steps of, by invoking said computer program:

acquiring current multi-dimensional scene characteristics;

inputting the multi-dimensional scene features into a scene prediction model with scene recognition capability to determine a current target scene mode;

starting a power management framework, wherein the power management framework comprises a plurality of levels of power limit levels;

and determining a corresponding target application program and a target electric quantity limiting level according to the target scene mode, and setting the target application program in the target electric quantity limiting level of the electric quantity management framework.
The electronic device of claim 14, wherein the processor, by invoking the computer program, is configured to perform the steps of:

determining a first target application program and a first target electric quantity limiting level associated with the target scene mode according to the target scene mode;

determining a second target application program and a second target electric quantity limiting level which are not associated with the target scene mode according to the target scene mode, wherein the priority of the first target electric quantity limiting level is higher than that of the second target electric quantity limiting level;

setting a first target application in the first target power limit level of the power management framework and a second target application in the second target power limit level of the power management framework.
The electronic device of claim 15, wherein the processor, by invoking the computer program, is configured to perform the steps of:

determining a first application program associated with the target scene mode according to the target scene mode;

determining a first application program with the relevance degree with the target scene mode being larger than a first preset threshold value as a first target application program and a first target electric quantity limiting level;

and determining the first application program with the relevance degree of the target scene mode not greater than a first preset threshold value as a third target application program and a third target electric quantity limiting level, wherein the priority of the first target electric quantity limiting level is higher than that of the third target electric quantity limiting level, and the priority of the third target electric quantity limiting level is higher than that of the second target electric quantity limiting level.
The electronic device of claim 16, wherein the processor, by invoking the computer program, is configured to perform the steps of:

determining a second application program which is not associated with the target scene mode according to the target scene mode;

determining a second application program with the relevance degree with the target scene mode larger than a second preset threshold value as a second target application program and a second target electric quantity limiting level;

and determining a second application program with the relevance degree of the target scene mode not larger than a second preset threshold value as a fourth target application program and a fourth target electric quantity limiting level, wherein the priority of the second target electric quantity limiting level is higher than that of the fourth target electric quantity limiting level.
The electronic device of claim 17, wherein the processor, by invoking the computer program, is configured to perform the steps of:

setting a first target application in the first target power limit level of the power management framework, and setting a second target application in the second target power limit level of the power management framework;

setting a third target application in the third target power limit level of the power management framework and a fourth target application in the fourth target power limit level of the power management framework.
The electronic device of claim 14, wherein the processor, by invoking the computer program, is further configured to perform the step of:

acquiring attribute information of each application program;

and determining a corresponding scene mode and a corresponding association degree according to the attribute information, and associating the attribute information with the scene mode.
The electronic device of claim 14, wherein the processor, by invoking the computer program, is further configured to perform the step of:

continuously acquiring multi-dimensional scene features as samples, and constructing a corresponding scene sample set;

and training and learning the scene sample set to generate a scene prediction model with scene recognition capability.