WO2020132991A1 - Application pushing method, device, mobile terminal and storage medium - Google Patents

Abstract

The present application discloses an application pushing method, device, a mobile terminal and a storage medium, the application pushing method comprises: acquiring the historical operation data of a plurality of applications when unlocking the screen, the historical operation data comprises the number of startups of the application and the historical startup time of the application; according to the number of startups of the application, determining the application that meets the specified number of times; according to the historical startup time of the application, acquiring the application whose difference between the historical startup time and the current time meets the specified difference condition from the applications that meet the specified number of times, using the application that meets the specified difference condition as the target application to be pushed; after unlocking the screen successfully, pushing the target application. This method can push the application according to the user habit, which can save the time for searching the application.

Description

Application pushing method, device, mobile terminal and storage medium Technical field

The present application relates to the technical field of mobile terminals, and more specifically, to an application pushing method, device, mobile terminal, and storage medium.

Background technique

Mobile terminals, such as tablet computers and mobile phones, have become one of the most commonly used consumer electronic products in people's daily lives. With the development of science and technology, the performance of mobile terminals is getting better and better, and there are more and more applications that can be installed and run on mobile terminals. Users need to spend more time to find the applications for use. User inconvenience.

Summary of the invention

In view of the above problems, the present application proposes an application push method, device, mobile terminal, and storage medium to solve the above problems.

In a first aspect, an embodiment of the present application provides an application pushing method, which is applied to a mobile terminal, and the method includes: when unlocking a screen, acquiring historical operation data of a plurality of application programs, the historical operation data including the application program The number of startups and the historical startup time of the application; based on the number of startups of the application, determine the application that meets the specified number of conditions; based on the historical startup time of the application, obtain the history from the application that meets the specified number of conditions The application whose difference between the start time and the current time satisfies the specified difference condition is used as the target application to be pushed; after the screen is unlocked successfully, the target application is pushed.

In a second aspect, an embodiment of the present application provides an application pushing apparatus, which is applied to a mobile terminal, and the apparatus includes: a data acquisition module, a first application determination module, a second application determination module, and a push execution module, wherein, the The data acquisition module is used to acquire historical operation data of multiple application programs when the screen is unlocked, the historical operation data includes the number of startups of the application program and the historical startup time of the application program; the first application determination module is used to determine The number of start-up times of the application program to determine the application program that meets the specified number of times; the second application determination module is used to obtain the historical start time and the time from the application program that meets the specified number of times according to the historical start time of the application program The application whose current time difference meets the specified difference condition, uses the application meeting the specified difference condition as the target application to be pushed; the push execution module is used to push the target application after unlocking the screen successfully program.

In a third aspect, an embodiment of the present application provides an electronic device, including: one or more processors; a memory; one or more application programs, wherein the one or more application programs are stored in the memory and It is configured to be executed by the one or more processors, and the one or more programs are configured to execute the application pushing method provided in the first aspect above.

According to a fourth aspect, an embodiment of the present application provides a computer-readable storage medium, where the program code is stored in the computer-readable storage medium, and the program code can be called by a processor to execute the application provided in the first aspect Push method.

The solution provided by this application obtains the historical operation data of multiple applications when the screen is unlocked, where the historical operation data includes the number of startups of the application and the historical startup time of the application, and determines the satisfaction according to the number of startups of the application The application of the specified number of times, and then according to the historical start time of the application, from the applications that meet the specified number of times, obtain the difference between the historical start time and the current time of the application that meets the specified difference condition, and then meet the specified The application with the difference condition is regarded as the target application to be pushed, and after unlocking the screen, the target application is pushed. Therefore, after the screen is unlocked, an application that matches the user's habit of using the application can be pushed, saving the user's time to find the application.

BRIEF DESCRIPTION

In order to more clearly explain the technical solutions in the embodiments of the present application, the following will briefly introduce the drawings required in the description of the embodiments. Obviously, the drawings in the following description are only some embodiments of the present application. For those skilled in the art, without paying any creative work, other drawings can also be obtained based on these drawings.

FIG. 1 shows a flowchart of an application pushing method according to an embodiment of the present application.

FIG. 2 shows a schematic diagram of a display effect provided according to an embodiment of the present application.

FIG. 3 shows a flowchart of an application pushing method according to another embodiment of the present application.

FIG. 4 shows a flowchart of step S220 in the method for pushing an application according to an embodiment of the present application.

FIG. 5 shows another flowchart of step S220 in the method for pushing an application according to an embodiment of the present application.

6 shows a flowchart of an application pushing method according to yet another embodiment of the present application.

7 shows a block diagram of an application pushing apparatus according to an embodiment of the present application.

FIG. 8 shows a block diagram of a first application determination module in an application pushing apparatus according to an embodiment of the present application.

9 shows another block diagram of a first application determination module in an application pushing apparatus according to an embodiment of the present application.

FIG. 10 shows a block diagram of a push execution module in an application push device according to an embodiment of the present application.

11 is a block diagram of an electronic device for executing an application pushing method according to an embodiment of the present application.

FIG. 12 is a storage unit for storing or carrying program code for implementing an application pushing method according to an embodiment of the present application.

detailed description

In order to enable those skilled in the art to better understand the solution of the present application, the technical solutions in the embodiments of the present application will be described clearly and completely in conjunction with the drawings in the embodiments of the present application.

With the popularity of mobile terminals and the development of mobile terminal technology, more and more applications are installed on mobile terminals. The installed applications cover aspects of user life and work. For example, applications include: communication, shopping, entertainment, and financial management. And other applications. However, installing a large number of applications in the smart terminal brings convenience to people's lives, but also has certain problems. For example, when a user wants to use an application in the smart terminal, one needs to select one from a large number of applications Finding application icons is very inconvenient and wastes time.

To this end, in order to facilitate users to find applications, some technologies allow users to group applications that should be installed according to their preferences and habits by placing the icons of the applications in folders, and group different applications separately. Put it in a different folder. When the user needs to search for an application, search in the corresponding folder according to the group.

Of course, there are also some technologies for convenient use, which place the applications that users usually use on the first interface after the mobile terminal is unlocked, so that they can quickly find commonly used applications. However, due to the limited size of the interface of the mobile terminal, a large number of applications cannot be accommodated, and usually there are many applications installed on the mobile terminal, so that the first interface after the mobile terminal is unlocked cannot accommodate too many applications. Therefore, some technologies provide an application search function, so that users can search for an application through the application search function to find an application that needs to be used.

The inventor has found through long-term research that although the above-mentioned method facilitates the user's search to a certain extent, it still requires the user to perform cumbersome operations, and the efficiency of searching applications is still low.

In response to the above problems, the inventor has made a long-term study and proposed the application pushing method, device, mobile terminal and storage medium provided by the embodiments of the present application. When the screen is unlocked, the number of startups of the application and the historical startup time of the application , Identify the application that matches the current time and the number of startups meets the conditions. Finally, when the screen is unlocked successfully, the determined application will be pushed to implement the application that meets the user's habits at the current time, which is convenient for users to use. Applications, saving users time to find applications.

The application pushing method of the embodiment of the present application will be described in detail below.

Referring to FIG. 1, an embodiment of the present application provides an application pushing method, which can be applied to a mobile terminal. The application pushing method may include:

Step S110: When unlocking the screen, obtain historical operation data of a plurality of application programs, where the historical operation data includes the number of startups of the application program and the historical startup time of the application program.

Generally, when a user needs to use an application program of a mobile terminal, after unlocking the mobile terminal, the user needs to find an application program to be used, and then start the application program to use the application program. After unlocking the screen of the mobile terminal, the user needs to spend more time to find the application to be used. Therefore, the application can be pushed to help the user quickly find the application to be used.

In the embodiment of the present application, the state of unlocking the screen may be detected, it is determined that when the screen is unlocked, the relevant application program is obtained, and after the unlocking is successful, the application program is pushed. As a way, the triggering operation for triggering the unlocking interface can be detected, for example, the sliding operation for triggering the unlocking interface can be detected after the screen of the mobile terminal is lit, and for example, the triggering for unlocking the interface can be detected by the mobile terminal Key operation of keys (for example, HOME key). When the above trigger operation for triggering the unlock interface is detected, it can be determined that the mobile terminal is currently in a state of unlocking the screen. As another way, it may be detected whether the interface displayed on the screen of the mobile terminal is an unlock interface to determine whether the mobile terminal is in a state of unlocking the screen. When it is detected that the interface displayed on the screen of the mobile terminal is the unlock interface, it can be determined that the mobile terminal is currently in the state of unlocking the screen. Of course, the specific way of detecting the state of unlocking the screen may not be limited in the embodiments of the present application.

Further, when it is detected that the mobile terminal is currently in the state of unlocking the screen, that is, when the screen is unlocked, historical operation data of multiple applications can be obtained. Among them, the multiple application programs include multiple application programs installed on the mobile terminal (such as social networking applications, wealth management applications, etc.), and multiple system built-in applications (such as calling applications, calendar applications, etc.). The historical operation data of multiple applications can be stored in the mobile terminal, that is, each time the application is operated, the mobile terminal can record the operation event of the application and the information related to the operation event, thereby forming an application The historical operation data of the program is stored in the mobile terminal. When it is detected that the mobile terminal is currently in the state of unlocking the screen, the historical operation data of the application program can be read, so as to subsequently determine an application program that meets user habits according to the historical operation data of the application program.

In the embodiment of the present application, the historical operation data of the application program may include at least the number of start-ups of the application program and the historical start-up time of the application program. Wherein, the number of start-ups of the application program is the total number of times the application program is opened or started during the running of the mobile terminal, and each time the application program is started, the number of start-up times of the application program is increased by 1. The historical startup time of the application program is the time in the system of the corresponding mobile terminal each time the application program is started. That is to say, when the application program is started, the mobile terminal can detect the startup event, and store the startup event and the time corresponding to the startup event, and also increase the number of startups of the application program. Of course, the specific historical operation data may not be limited in this embodiment of the present application, and the historical operation data may also include other data, such as the historical closing time of the application, and for example, the running time of the application.

Step S120: According to the number of start-up times of the application program, determine the application program that satisfies the specified number of times.

After obtaining the historical operation data of the multiple applications, the application can be determined according to the historical operation data of the multiple applications to match the user's usage habits of the application to push the application that meets the user's usage requirements program.

In the embodiment of the present application, when the application for pushing is determined according to the historical operation data of the application, the application that meets the condition of the specified number of times may be determined according to the number of starts of the application. Among them, the application program determined to meet the specified number of times may be an application program whose startup times are greater than a certain number of times according to the number of startups of each application program, that is, an application program that is used by a large number of users. To determine the application that meets the specified number of times, you can also sort multiple applications according to the number of startups of each application in the order from high to low, and then obtain the pre-set in the sorting result. A certain number of applications. Of course, the specific way of determining the application that meets the specified number of times and the specified number of times may not be a limitation. It suffices to obtain an application that has more usage times or higher usage rates.

Step S130: According to the historical start time of the application, from the applications that meet the specified number of times, obtain an application whose difference between the historical start time and the current time meets the specified difference condition, and then satisfy the specified difference condition As the target application to be pushed.

After acquiring an application that satisfies a specified number of times from the above-mentioned multiple applications, the application that meets the specified number of times and the startup time of the application in the historical operation data of the application can be obtained according to the above Get the target application to be pushed.

In the embodiment of the present application, the application whose difference between the historical start time and the current time satisfies the specified difference condition can be obtained from the above-mentioned application that meets the specified number of times according to the historical start time of the application. The target application for push. Among them, obtaining the application that the difference between the historical start time and the current time satisfies the specified difference condition from the above applications that meet the specified number of times may be the calculation of the history of each of the applications that meet the specified number of times The difference between the startup time and the current time, and then determine the application that meets the specified difference condition based on the calculated difference corresponding to each application.

Further, the application that determines that the difference meets the specified difference condition may be an application that determines that the historical start time is close to the current time. As a way, it may be an application program whose difference value is less than a certain value, for example, the difference between the historical start time of the application program and the current time is less than 5 minutes. Of course, the specific value is not limited in the embodiments of the present application. As another way, it may be that the above-mentioned applications that meet the specified difference condition are sorted according to the order of the calculated difference corresponding to the above-mentioned difference of the application, and then the first specified number of applications in the sorting result are obtained program. Of course, the specific way of obtaining the difference between the historical start time and the current time satisfies the specified difference condition and the specified difference condition may not be limited, and it suffices to obtain an application whose historical start time is close to the current time.

Therefore, an application that has a high number of times of use or a high rate of use, and the historical start time, that is, the time when the application is used is close to the current time, that is, the user’s previous time point at the current time can be obtained The applications used predict the applications that the user may use at the current time. Therefore, the application whose difference value meets the specified difference condition can be used as the target application to be pushed for subsequent push.

Step S140: After successfully unlocking the screen, push the target application.

After obtaining the target application to be pushed, the target application can be pushed after the screen is unlocked successfully.

In the embodiment of the present application, to unlock the screen of the mobile terminal, the unlock operation may be performed by using a digital password method, a pattern method, and a biometrics method (such as fingerprint recognition, face recognition, iris recognition, etc.). Among them, it should be noted that the mobile terminal pre-stores encrypted information such as biometric information, image information, or digital digital information for matching when unlocking, so that the mobile terminal can input the acquired user input during the unlocking operation. The unlocking information is compared with the preset encrypted information to determine whether the unlocking information matches the encrypted information. When the unlocking information matches the above-mentioned encrypted information, it is determined that the screen unlocking of the mobile terminal is successful; when the unlocking information does not match the above-mentioned encrypted information, it is determined that the screen unlocking of the mobile terminal fails.

After it is determined that the screen of the mobile terminal is successfully unlocked, the target application to be pushed determined above may be pushed. The target application can be pushed in a pop-up window, for example, as shown in FIG. 2, the mobile terminal 100 pops up the icon of the application A on the interface 101 to achieve the purpose of pushing the target application . Of course, you can also display the icon of the target application in a floating window, side frame, and so on. Push the target application, or annotate the icon of the target application in the interface, for example, display an arrow pointing to the icon of the target application, or for example, enlarge the icon of the target application, and for example, change the target The color or brightness of the icon of the application, so that the icon of the target application is highlighted in the interface to achieve the purpose of pushing the target application. Of course, the specific manner of pushing the target application may not be limited in the embodiments of the present application.

The application pushing method provided by the embodiment of the present application obtains the historical operation data of the application when the screen is unlocked, the historical operation data includes the number of startups and the historical startup time, and then determines the use according to the number of startups and the historical startup time of the application Applications that have a higher number of times or a higher usage rate, and the historical startup time is when the application is used close to the current time, that is, the application that the user used to use frequently at the current time is predicted, and the determined The application is used as the target application to be pushed, and finally the determined target application is pushed. After unlocking the screen of the mobile terminal, the user can use the pushed target application, and the target application is a predicted application that satisfies the user's usage habits, thereby saving the user's time to find the application and improving the user experience.

Referring to FIG. 3, another embodiment of the present application provides an application pushing method, which can be applied to a mobile terminal. The application pushing method may include:

Step S210: When unlocking the screen, obtain historical operation data of a plurality of application programs, where the historical operation data includes the number of startups of the application program and the historical startup time of the application program.

In the embodiment of the present application, step S210 may refer to the content of the foregoing embodiment, and details are not described herein again.

Step S220: According to the number of start-up times of the application program, determine the application program that satisfies the specified number of times.

After acquiring the historical operation data of the multiple applications, the application that satisfies the specified number of times among the multiple applications can be determined according to the number of starts in the historical operation data.

As an implementation manner, referring to FIG. 4, determining the application that meets the specified number of times according to the number of times the application is started may include:

Step S221: Acquire an application whose startup times are greater than the set number of times according to the startup times of the application program.

In the embodiment of the present application, the number of startups of each application can be compared with the set number of times according to the number of startups of each of the multiple applications, and an application whose number of startups is greater than the set number of times can be obtained. The specific value of the set number of times may not be limited in the embodiments of the present application. For example, the set number of times may be set to 50 times, 100 times, or 200 times. An application whose number of starts is greater than the set number of times may indicate that the application is started and used more often.

Step S222: determine whether the number of application programs whose starting times are greater than the set number is multiple.

There may be a plurality of application programs that are obtained more than the set number of startups and may not be more than a set number. Therefore, it can be determined whether the number of application programs whose startup times are greater than the set number is multiple, and when the number is multiple, the application program can be further determined according to the startup time of the application program. When the number is not more than one, which means that the number of applications whose startup times are greater than the set number is single, no further determination may be made, and the application will be pushed as the target application to be pushed.

Step S223: If the number of application programs whose starting times are greater than the set number is multiple, use the application programs greater than the set number of times as the applications satisfying the specified number of times.

In the embodiment of the present application, when it is determined that the number of applications whose number of activations is greater than the set number is multiple, the application whose number of activations is greater than the set number may be used as the application that satisfies the specified number of times. It is used for further determination in the future.

In the embodiment of the present application, when it is determined that the number of applications whose start times are greater than the set number is not more than one, the applications whose start times are greater than the set number may be used as the target application to be pushed, and then Go to step S250.

As another implementation manner, referring to FIG. 5, determining the application that meets the specified number of times according to the number of startups of the application may include:

Step S224: Acquire the application corresponding to the maximum number of startups according to the number of startups of the application.

In the embodiment of the present application, the multiple application programs may be sorted according to the startup times of each of the multiple application programs according to the order of startup times from high to low. Then, according to the sorting result, the application corresponding to the maximum number of startups is obtained, that is, the first application in the sorting result. Of course, the specific way of obtaining the application corresponding to the maximum number of startups may not be limited.

Step S225: Determine whether the number of application programs corresponding to the maximum number of startups is multiple.

The number of applications corresponding to the obtained maximum number of startups may be multiple, or may not be multiple. Therefore, it can be determined whether the number of application programs corresponding to the maximum number of startups is multiple, and when the number is multiple, the application program can be further determined according to the startup time of the application program. When the number is not more than one, which means that the number of applications corresponding to the maximum number of startups is a single, no further determination can be made, and the application is pushed as the target application to be pushed.

Step S226: If the number of application programs corresponding to the maximum number of start-up times is multiple, then the application program corresponding to the maximum number of start-up times is regarded as the application program meeting the specified number of times.

In the embodiment of the present application, when it is determined that the number of application programs corresponding to the maximum number of startups is multiple, the application program corresponding to the maximum number of startups may be used as an application that satisfies the specified number of times for subsequent use Further determination.

In the embodiment of the present application, when it is determined that the number of application programs corresponding to the maximum number of startups is not multiple, the application program corresponding to the maximum number of startups may be used as the target application to be pushed, and then step S250 is executed.

In the embodiment of the present application, in order to facilitate the subsequent determination of the application that matches the current time, when acquiring applications that have a startup count greater than the set number, the above-mentioned multiple applications can be filtered according to the time period in which the current time is located, so , According to the number of times the application is started, determining the application that meets the specified number of times can include:

Obtain the time period of the current time; according to the number of startups of the application, obtain the number of startups of the multiple applications in the time period; determine the applications that meet the specified number of times according to the number of startups in the time period program.

It can be understood that, according to the number of startups of the application, the number of applications determined to meet the specified number of startup times may be large. When the application that meets the specified difference condition is subsequently determined according to the startup time of the application, It may be computationally intensive. Therefore, the 24-hour time can be divided into multiple time periods, for example, each hour is used as a time period, that is, 0 o'clock to 1 o'clock as a time period, 1 o'clock to 2 o'clock as a time period, ..., 23 o'clock to 0 o'clock as a time period. Of course, the division of specific time periods may not be limited. According to the current time of the system of the mobile terminal, a time period corresponding to the current time is determined, and then an application program that satisfies the specified number of times is determined according to the number of times the application program is started in the time period. Therefore, it is possible to determine an application program with a larger number of startups within the time period of the current time, so as to reduce the amount of calculation when subsequently determining an application program corresponding to the current time according to the startup time of the application program. The above-mentioned determination of the application program satisfying the specified number of times can be performed according to the above two methods, and the specific way of determining the application program satisfying the specified number of times can be not limited.

In the embodiment of the present application, the application program obtained by the above-mentioned start-up times satisfying the specified number of times can be further filtered. The historical operation data of the application program may further include: the running time of the application program. The running duration of the application program may be the total duration of the application running in the historical running event, or the average duration of the application in each run. The average duration may be determined according to the ratio of the total duration to the number of starts. The application pushing method may further include:

According to the running time of the application program, from the application programs that satisfy the specified number of times, an application program whose running time is greater than a set time threshold is selected.

It is understandable that before obtaining the application whose difference between the historical start time and the current time satisfies the specified difference condition from the application meeting the specified number of times, the running time in the historical operation data of the application can also be used, From the above-mentioned applications that meet the specified number of times, the applications whose running time is longer than the set time threshold are selected. That is to say, the running duration of each application in the applications satisfying the specified number of times can be compared with the set duration threshold to obtain an application whose running duration is greater than the set duration threshold. The application whose running time is longer than the set time threshold is used to subsequently determine the application whose difference between the historical start time and the current time satisfies the difference condition according to the historical start time of the application.

The specific value of the setting duration threshold may not be limited. For example, when the above running duration is the total duration of the application program, the setting duration threshold may be 100 hours, 200 hours, 300 hours, and so on. For example, when the above running duration is the average duration of each application running, the set duration threshold may be 0.1 hours, 0.2 hours, 0.5 hours, etc.

Step S230: Calculate the difference between the historical start time and the current time of each application in the applications that satisfy the specified number of times based on the historical start time of the application.

In the embodiment of the present application, when acquiring an application whose difference between the historical start time and the current time meets the specified difference condition according to the historical start time of the application, each application in the application that meets the specified number of times can be calculated first The difference between the historical start time of the program and the current time. Since the above-obtained applications that satisfy the specified number of times are all started multiple times, the historical startup time includes the startup time for multiple startups of the application.

As a method, calculating the difference between the historical start time and the current time of each application in the applications that satisfy the specified number of times based on the historical start time of the application may include:

Calculate the average value of the multiple start times corresponding to each application based on the multiple start times of each application in the applications that satisfy the specified number of times; based on the average multiple start times corresponding to each application Calculate the first difference between the average value and the current time, and use the first difference as the difference between the historical startup time of each application and the current time.

It can be understood that, based on the historical startup time of the application, the average of the multiple startup times of each application in the application that satisfies the specified number of times can be calculated, That is, calculate the sum of multiple startup times, and then calculate the ratio of the sum to the number of startup times to obtain the average of multiple startup times for each application.

After obtaining the average value of the multiple startup times, the first difference between the average value and the current time can be calculated, and the first difference can be used as the difference between the historical startup time and the current time of each application.

As another way, the historical startup time includes the startup time for starting the application multiple times, and the history of each application in the applications that meet the specified number of times is calculated according to the historical startup time of the application The difference between the start time and the current time can include:

Calculate the second difference between each startup time corresponding to each application and the current time according to the multiple startup times of each application in applications that meet the specified number of times; calculate multiple The variance corresponding to the second difference, the variance is used as the difference between the historical start time of each application and the current time.

It can be understood that the second difference between each startup time of each application and the current time can be calculated, and then the variance of multiple second differences can be obtained, and the variance can be used as the historical startup time of each application. The difference of the current time. For example, multiple startup times corresponding to an application include: x1, x2, x3, x4, and the current time is x0, then calculate the array (x1-x0), (x2-x0), (x3-x0), (x4- x0) variance.

Of course, the manner of specifically calculating the difference between the historical start time and the current time of each application in the applications that satisfy the specified number of times may not be limited in the embodiments of the present application.

Step S240: Obtain the application whose difference value is less than the set difference threshold value from the application programs that satisfy the specified number of times, and use the application program whose difference value is less than the set difference threshold value as the target application program to be pushed.

After calculating the difference between the historical start time and the current time of each application in the applications that satisfy the specified number of times, the difference can be obtained from the applications that meet the specified number of times according to the above difference. Difference condition application.

In the embodiment of the present application, from the applications that satisfy the specified condition at this time, the application that obtains the difference satisfying the specified difference condition may be an application that obtains the difference less than the set difference threshold. Among them, the set difference threshold may be 3 minutes, 5 minutes, or 10 minutes, etc. The specific set difference threshold may not be limited, and only needs to indicate the historical start time and the acquired application The current time is close.

After the application whose difference value is less than the set difference threshold is obtained, the application whose difference value is less than the set difference threshold can be used as the target application to be pushed.

Step S250: After successfully unlocking the screen, push the target application.

After determining the target application to be pushed, the target application can be pushed after the screen is unlocked successfully. Among them, the number of the above target applications may be single or multiple. When the number of target applications is single, you can directly push the target application.

As an implementation manner, when the number of target applications is multiple, multiple target applications may be processed and then pushed. Therefore, step S250 may include:

When the number of the target applications is multiple, sort the multiple target applications according to a set rule; push the sorted multiple applications.

It is understandable that when the number of target applications is multiple, in order to facilitate the user to view the pushed applications, the multiple target applications can be sorted according to the set rules. Applications. Wherein, the setting rule may be to sort the multiple target application programs according to the order of application frequency of the application programs in a specific period from high to low. The setting rule may also be to sort the multiple target applications according to the order of the hotness values of the applications.

As an optional implementation manner, sorting the multiple target applications according to a set rule may include:

Obtaining the heat values of a plurality of the target applications; according to the heat values, sorting the plurality of target applications in the order of high to low heat values.

It can be understood that the heat value of each of the multiple target application programs may be obtained from the server. The heat value may include at least one of accessing the heat value, evaluating the heat value, and downloading the heat value. Among them, the access heat value may be a heat value generated based on the user's visits to the network platform, the evaluation heat value may be a heat value generated based on the user's comments on the network platform, and the download heat value may be based on the user's application on the network platform The heat value generated by the downloads of. After the heat value of each target application is obtained, multiple target applications can be sorted in the order of heat value from high to low.

As another implementation manner, step S250 may include:

When the number of the target applications is multiple, and the peripheral device connected to the mobile terminal includes an audio playback device, determine whether the multiple target applications include audio output type applications; if multiple targets The application program includes an audio output type application, and then the application of the audio output type is pushed.

In the embodiment of the present application, when the number of target application programs is multiple, one of the application programs may be selected for recommendation. Specifically, the number of target applications may be multiple, and the peripheral information of the peripheral connected to the mobile terminal may be acquired. When it is determined that the mobile terminal is connected to the audio playback device according to the peripheral information, it indicates that the current user may need to use an audio output type application, where the audio output type application is an application that can output audio data, for example, a music playback application, a broadcast Application etc. Therefore, it can be judged whether the application of the audio output type is included in the multiple target application programs, and when the application of the audio output type is included in the multiple target application programs, the application of the audio output type is pushed.

In the embodiment of the present application, when pushing the above target application, the icon of the target application may be displayed in the form of a floating frame or a sidebar. Wherein, the sidebar or the floating frame may be in a hidden state when the mobile terminal is not unlocked. Only after the mobile terminal is unlocked, the mobile terminal displays the icons of the target applications in the sidebar and the floating frame. Of course, the specific method for pushing the target application program may not be limited in the embodiments of the present application, for example, the target application program may also be pushed through a pop-up window or the like.

Step S260: Detect whether the target application is started.

In the embodiment of the present application, after the above target application is pushed, it can also be detected whether the target application is started. Among them, you can determine whether the target application is started by detecting whether the icon of the pushed target application is clicked, or whether the target application is running in the task management list, and specifically whether the pushed target application is started Not limited.

Step S270: If the target application is started, the event to start the target application and the time to start the target application are stored.

In the embodiment of the present application, when it is detected that the target application is started, the event of starting the target application and the time of starting the target application may be stored, that is, the historical operation data of the target application Update. Of course, you can also store other data about the target application started this time, for example, the running time of the target application run this time.

Step S280: If the target application is not started, the icons of the multiple applications are sorted and displayed according to the number of starts of the application.

In the embodiment of the present application, it is detected that the target application is not started, which may be that the target application is not detected within the set time after the target application is pushed, or when the user closes the pushed information, it may be Make sure that the above target application is not started. At this time, it means that the user does not need to use the pushed target application. Therefore, the icons of multiple applications in the unlocked interface can be sorted and displayed according to the number of application launches, so that the user can conveniently select the application. For example, the icons of multiple applications are sorted and displayed according to the order of startup times from high to low. The method of sorting and displaying the icons of multiple application programs according to the number of startups may not be limited.

The application pushing method provided by the embodiment of the present application obtains the historical operation data of the application when the screen is unlocked, the historical operation data includes the number of startups and the historical startup time, and then determines the use according to the number of startups and the historical startup time of the application Applications that have a higher number of times or a higher usage rate, and the historical startup time is when the application is used close to the current time, that is, the application that the user used to use frequently at the current time is predicted, and the determined The application is used as the target application to be pushed, and finally the determined target application is pushed. And when pushing the target application, when the number of the target application is multiple, the multiple target applications are processed and then pushed. In addition, after the target application is pushed, data update or icon layout is performed according to the startup situation of the target application. Therefore, after unlocking the screen of the mobile terminal, the user can use the pushed target application, and the target application is a predicted application that satisfies the user's usage habits, thereby saving the user's time to find the application and improving the user experience.

Referring to FIG. 6, yet another embodiment of the present application provides an application pushing method, which can be applied to a mobile terminal. The application pushing method may include:

Step S310: When unlocking the screen, obtain historical operation data of a plurality of application programs, where the historical operation data includes the number of startups of the application program and the historical startup time of the application program.

Step S320: According to the number of start-up times of the application program, determine the application program that meets the specified number of times.

Step S330: Calculate the difference between the historical start time and the current time of each application in the applications that satisfy the specified number of times according to the historical start time of the application.

In the embodiment of the present application, the steps S310 to S330 can refer to the content of the above-mentioned embodiments, which will not be repeated here.

Step S340: From the applications that meet the specified number of times, obtain the application whose difference between the historical start time and the current time is the smallest difference, and use the application whose difference is the smallest difference as the target application to be pushed .

After the difference between the historical start time and the current time of each application in the applications that meet the specified number of times is calculated according to the calculation, the difference can be obtained from the above applications that meet the specified number of times according to the above difference Specify the application for the difference condition.

In the embodiment of the present application, obtaining the application whose difference meets the specified difference condition from the application that meets the specified time condition may be the application that meets the specified number of times and obtains the historical start time and the current time. The application with the smallest difference.

Among them, to obtain the application whose difference between the historical start time and the current time is the smallest difference, according to the order of the difference value corresponding to each application obtained from the above calculation from high to low, the application that meets the specified number of times Sorting, the first application in the sorting result is used as the application that meets the specified difference condition.

After obtaining the application with the minimum difference between the historical start time and the current time, the application with the minimum difference may be used as the target application to be pushed.

Step S350: After successfully unlocking the screen, push the target application.

Step S360: Detect whether to start the target application.

Step S370: If the target application is started, the event to start the target application and the time to start the target application are stored.

Step S380: If the target application is not started, the icons of the multiple applications are sorted and displayed according to the number of starts of the application.

In the embodiment of the present application, steps S350 to S380 can refer to the content of the foregoing embodiment, and will not be repeated here.

The application pushing method provided by the embodiment of the present application obtains the historical operation data of the application when the screen is unlocked, the historical operation data includes the number of startups and the historical startup time, and then determines the use according to the number of startups and the historical startup time of the application Applications with a higher number of times or a higher usage rate, and obtaining the difference between the historical start time and the current time as the smallest difference, that is, the application that predicts the user's previous frequent use at the current time and will determine the The application is used as the target application to be pushed, and finally the determined target application is pushed. And when pushing the target application, when the number of the target application is multiple, the multiple target applications are processed and then pushed. In addition, after the target application is pushed, data update or icon layout is performed according to the startup situation of the target application. Therefore, after unlocking the screen of the mobile terminal, the user can use the pushed target application, and the target application is a predicted application that satisfies the user's usage habits, thereby saving the user's time to find the application and improving the user experience.

Please refer to FIG. 7, which shows a block diagram of an application pushing apparatus 400 provided by an embodiment of the present application. The application pushing device 400 is applied to the above mobile terminal. The following will describe the device shown in FIG. 7. The application pushing device 400 includes: a data acquisition module 410, a first application determination module 420, a second application determination module 430, and Push the execution module 440. Wherein, the data acquisition module 410 is used to acquire historical operation data of multiple application programs when the screen is unlocked, the historical operation data includes the number of start-ups of the application and the historical start-up time of the application; the first application determines The module 420 is used to determine an application that meets the specified number of times according to the number of times the application is started; the second application determination module 430 is used to select an application that meets the specified number of times according to the historical startup time of the application In the program, obtain an application whose difference between the historical start time and the current time meets the specified difference condition, and use the application that meets the specified difference condition as the target application to be pushed; the push execution module 440 is used to unlock the screen After success, push the target application.

As an implementation manner, the second application determination module 430 may be specifically configured to calculate the difference between the historical start time and the current time of each application in the application programs satisfying the specified number of times according to the historical start time of the application program ; From the applications that meet the specified number of times, obtain the application whose difference is less than the set difference threshold.

As another implementation manner, the second application determination module 430 may be specifically configured to calculate the difference between the historical start time and the current time of each application in the application programs that satisfy the specified number of times according to the historical start time of the application program Value; from the applications that meet the specified number of times, obtain the application with the smallest difference between the historical start time and the current time.

Further, the historical start time includes the start time for starting the application multiple times. The second application determining 430 module calculates the difference between the historical start time and the current time of each application in applications that meet the specified number of times according to the historical start time of the application, which may include: according to the application that meets the specified number of times Multiple start times of each application in the program, calculate the average of multiple start times corresponding to each application; according to the average of multiple start times corresponding to each application, calculate the average and For the first difference of the current time, use the first difference as the difference between the historical start time of each application and the current time.

The second application determining module 430 calculates the difference between the historical start time and the current time of each application in the applications that satisfy the specified number of times according to the historical start time of the application, and may also include: Multiple start times of each application in the application, calculating a second difference between each start time corresponding to each application and the current time; calculating a variance corresponding to multiple second differences of each application , Using the variance as the difference between the historical start time of each application and the current time.

As an implementation manner, referring to FIG. 8, the first application determination module 420 may include: a first application acquisition unit 421, a first quantity determination unit 422, and a first determination unit 423. Wherein, the first application obtaining unit 421 is used to obtain the application programs whose start times are greater than the set number of times according to the start times of the application program; the first number judging unit 422 is used to judge the application programs whose start times are greater than the set number of times Whether the number is more than one; the first determining unit 423 is configured to, if the number of applications whose startup count is greater than the set number is multiple, consider the application greater than the set number of times as the application that satisfies the specified number of times . The second application determining module 430 may be further configured to, if the number of application programs whose start-up times is greater than the set number of times is not multiple, use the application programs whose start-up times is greater than the set number of times as the target application programs to be pushed.

As another implementation manner, referring to FIG. 9, the first application determination module 420 may include: a second application acquisition unit 424, a second quantity determination unit 425, and a second determination unit 426. The second application obtaining unit 424 is used to obtain the application corresponding to the maximum number of startups according to the number of startups of the application; the second number judgment unit 425 is used to judge whether the number of application corresponding to the maximum number of startups is Multiple; the second determining unit 426 is configured to, if the number of application programs corresponding to the maximum number of startups is multiple, use the application program corresponding to the maximum number of startups as the application that satisfies the specified number of times. The second application determining module 430 may be further configured to, if the number of application programs corresponding to the maximum number of startups is not multiple, use the application program corresponding to the maximum number of startups as the target application to be pushed.

In the embodiment of the present application, the application pushing device 400 may further include: an application screening module. The application screening module is used to obtain, from the applications that meet the specified number of times according to the historical startup time of the application, the application whose difference between the historical startup time and the current time meets the specified difference condition, and Before the application that meets the specified difference condition is used as the target application to be pushed, the application that meets the specified number of times is filtered out of the applications that meet the specified number of times based on the running time of the application .

In the embodiment of the present application, the first application determining module 400 may be specifically used to: obtain the time period of the current time; according to the number of starts of the application, obtain the number of starts of the multiple applications in the time period ; According to the number of starts in the time period, determine the application that meets the specified number of times.

In the embodiment of the present application, referring to FIG. 10, the push execution module 440 may include: an application sorting unit 441 and a push unit 442. Wherein, the application sorting unit 441 is used to sort the plurality of target applications according to a set rule when the number of the target applications is multiple; the pushing unit 442 is used to sort the multiple ranked applications Push the application mentioned above.

Further, the pushing unit 441 may be specifically configured to: obtain the heat values of the plurality of target applications; and sort the plurality of target applications according to the order of heat value from high to low according to the heat values.

In the embodiment of the present application, the push execution module 440 may be specifically configured to: when the number of the target application programs is multiple and the peripheral device connected to the mobile terminal includes an audio playback device, determine the multiple targets Whether the application program includes an audio output type application; if a plurality of the target application programs include an audio output type application, the audio output type application is pushed.

In the embodiment of the present application, the application pushing device 400 may further include: a startup detection module and an event storage module. The startup detection module is used to detect whether to start the target application; the event storage module is used to store the event to start the target application and the time to start the target application if the target application is started.

Further, the application pushing device 400 may further include: an icon sorting module. The icon sorting module is used for sorting and displaying the icons of the plurality of application programs according to the number of startups of the application program if the target application program is not started.

In the embodiment of the present application, the push execution module 440 may be specifically used to display the icon of the target application in the form of a floating frame or a sidebar.

Those skilled in the art can clearly understand that, for the convenience and conciseness of description, the specific working process of the above description device and module can refer to the corresponding process in the foregoing method embodiments, which will not be repeated here.

In the several embodiments provided in this application, the coupling between the modules may be electrical, mechanical, or other forms of coupling.

In addition, each functional module in each embodiment of the present application may be integrated into one processing module, or each module may exist alone physically, or two or more modules may be integrated into one module. The above integrated modules can be implemented in the form of hardware or software function modules.

In summary, the solution provided by this application obtains the historical operation data of multiple applications by unlocking the screen, where the historical operation data includes the number of times the application is started and the historical start time of the application. Start times, determine the application that meets the specified number of times, and then according to the historical start time of the application, from the applications that meet the specified number of times, obtain the application that the difference between the historical start time and the current time meets the specified difference condition. The application that meets the specified difference condition is used as the target application to be pushed, and after unlocking the screen, the target application is pushed. Therefore, after the screen is unlocked, an application that matches the user's habit of using the application can be pushed, saving the user's time to find the application.

Please refer to FIG. 11, which shows a structural block diagram of an electronic device provided by an embodiment of the present application. The electronic device 100 may be an electronic device capable of running application programs, such as a smart phone, a tablet computer, and an e-book. The electronic device 100 in this application may include one or more of the following components: a processor 110, a memory 120, a Bluetooth module 130, and one or more application programs, where one or more application programs may be stored in the memory 120 and be It is configured to be executed by one or more processors 110, and one or more programs are configured to perform the method as described in the foregoing method embodiments.

The processor 110 may include one or more processing cores. The processor 110 connects various parts of the entire electronic device 100 using various interfaces and lines, executes or executes instructions, programs, code sets or instruction sets stored in the memory 120, and calls data stored in the memory 120 to execute Various functions and processing data of the electronic device 100. Optionally, the processor 110 may adopt at least one of digital signal processing (Digital Signal Processing, DSP), field programmable gate array (Field-Programmable Gate Array, FPGA), programmable logic array (Programmable Logic Array, PLA) Various hardware forms. The processor 110 may integrate one or a combination of one of a central processing unit (Central Processing Unit, CPU), an image processing unit (Graphics Processing Unit, GPU), and a modem. Among them, the CPU mainly handles the operating system, user interface and application programs, etc.; the GPU is used for rendering and rendering of the displayed content; and the modem is used for processing wireless communication. It can be understood that the above-mentioned modem may not be integrated into the processor 110, and may be implemented by a communication chip alone.

The memory 120 may include a random access memory (Random Access Memory, RAM) or a read-only memory (Read-Only Memory). The memory 120 may be used to store instructions, programs, codes, code sets, or instruction sets. The memory 120 may include a storage program area and a storage data area, where the storage program area may store instructions for implementing an operating system and instructions for implementing at least one function (such as a touch function, a sound playback function, an image playback function, etc.) , Instructions for implementing the following method embodiments. The storage data area may also store data (such as phonebook, audio and video data, chat history data) created by the terminal 100 during use, and the like.

The screen 130 is used to display information input by the user, information provided to the user, and various graphical user interfaces of the electronic device. These graphical user interfaces may be composed of graphics, text, icons, numbers, video, and any combination thereof. In an example, the touch screen may be disposed on the display panel so as to form a whole with the display panel.

Please refer to FIG. 12, which shows a structural block diagram of a computer-readable storage medium provided by an embodiment of the present application. The computer readable medium 800 stores program codes, and the program codes can be called by a processor to execute the method described in the above method embodiments.

The computer-readable storage medium 800 may be an electronic memory such as flash memory, EEPROM (Electrically Erasable Programmable Read Only Memory), EPROM, hard disk, or ROM. Optionally, the computer-readable storage medium 800 includes a non-transitory computer-readable storage medium. The computer-readable storage medium 800 has a storage space for the program code 810 that performs any of the method steps described above. These program codes can be read from or written into one or more computer program products. The program code 810 may be compressed in an appropriate form, for example.

Finally, it should be noted that the above embodiments are only used to illustrate the technical solutions of the present application, but not to limit them; although the present application has been described in detail with reference to the foregoing embodiments, those of ordinary skill in the art should understand that they can still Modifications to the technical solutions described in the foregoing embodiments, or equivalent replacements to some of the technical features; and these modifications or replacements do not drive the essence of the corresponding technical solutions to deviate from the spirit and scope of the technical solutions of the embodiments of the present application.

Claims (20)

1. An application push method, characterized in that it is applied to a mobile terminal, the method includes:

   When unlocking the screen, obtain historical operation data of a plurality of application programs, where the historical operation data includes the number of startups of the application and the historical startup time of the application;

   Determine the application that meets the specified number of times according to the number of times the application is started;

   According to the historical start time of the application, from the applications that meet the specified number of times, obtain an application whose difference between the historical start time and the current time meets the specified difference condition, and transfer the application that meets the specified difference condition As the target application to be pushed;

   After unlocking the screen successfully, push the target application.
2. The method according to claim 1, wherein the acquisition of the difference between the historical start time and the current time from the application that satisfies the specified number of times meets the specified difference condition according to the historical start time of the application Applications, including:

   Calculate the difference between the historical start time of each application in the application that meets the specified number of times and the current time according to the historical start time of the application;

   From the applications that satisfy the specified number of times, obtain the application whose difference is less than the set difference threshold.
3. The method according to claim 1, wherein the acquisition of the difference between the historical start time and the current time from the application that satisfies the specified number of times meets the specified difference condition according to the historical start time of the application Applications, including:

   Calculate the difference between the historical start time of each application in the application that meets the specified number of times and the current time according to the historical start time of the application;

   From the applications that satisfy the specified number of times, obtain the application whose difference between the historical start time and the current time is the smallest difference.
4. The method according to claim 2 or 3, wherein the historical start time includes a start time for starting the application multiple times, and the calculation of a condition that meets a specified number of times according to the historical start time of the application The difference between the historical start time and the current time of each application in the application, including:

   Calculate the average value of the multiple start times corresponding to each application based on the multiple start times of each application in applications that meet the specified number of times;

   Calculate the first difference between the average value and the current time according to the average value of the multiple startup times corresponding to each application, and use the first difference as the historical startup time of each application The difference of the current time.
5. The method according to claim 2 or 3, wherein the historical start time includes a start time for starting the application multiple times, and the calculation of a condition that meets a specified number of times according to the historical start time of the application The difference between the historical start time and the current time of each application in the application, including:

   Calculate the second difference between each startup time corresponding to each application and the current time according to the multiple startup times of each application in applications that meet the specified number of times;

   Calculate the variance corresponding to the plurality of second differences of each application, and use the variance as the difference between the historical start time of each application and the current time.
6. The method according to any one of claims 1-5, wherein the determining an application program satisfying a specified number of times according to the number of times the application program is started includes:

   According to the number of start-up times of the application program, obtain an application program whose start-up times are greater than the set number of times;

   Judging whether the number of application programs whose starting times are greater than the set number is multiple;

   If the number of application programs whose start-up times is greater than the set number is multiple, the application programs greater than the set number of times are regarded as the applications satisfying the specified number of times.
7. The method according to claim 6, characterized in that, after the judging whether the application whose number of starts is greater than the set number includes multiple applications, the method further comprises:

   If the number of application programs whose start-up times are greater than the set number is not multiple, then the application programs whose start-up times are greater than the set number are regarded as the target application to be pushed.
8. The method according to any one of claims 1-5, wherein the determining an application program satisfying a specified number of times according to the number of times the application program is started includes:

   Obtain the application corresponding to the maximum number of startups according to the number of startups of the application;

   Determine whether the number of application programs corresponding to the maximum number of startups is multiple;

   If the number of application programs corresponding to the maximum number of startups is multiple, the application program corresponding to the maximum number of startups is used as the application that satisfies the specified number of times.
9. The method according to claim 8, wherein after the determining whether the application corresponding to the maximum number of starts includes multiple applications, the method further comprises:

   If the number of application programs corresponding to the maximum number of startups is not multiple, the application program corresponding to the maximum number of startups is used as the target application to be pushed.
10. The method according to any one of claims 1-6 or 8, wherein the historical operation data further includes a running duration of an application program, and the specified starting time is based on the historical startup time of the application program. Before the application of the number of times condition obtains the application whose difference between the historical start time and the current time satisfies the specified difference condition and uses the application meeting the specified difference condition as the target application to be pushed, the method further include:

    According to the running time of the application program, from the application programs that satisfy the specified number of times, an application program whose running time is greater than a set time threshold is selected.
11. The method according to any one of claims 1 to 10, wherein the determining an application that meets a specified number of times according to the number of times the application is started includes:

    Get the current time period;

    Acquiring the number of start-up times of the plurality of application programs in the time period according to the number of start-up times of the application programs;

    Based on the number of starts in the time period, an application that meets the specified number of times is determined.
12. The method according to any one of claims 1-11, wherein the pushing the target application includes:

    When the number of the target application programs is multiple, sort the multiple target application programs according to a set rule;

    Push the sorted multiple applications.
13. The method according to claim 12, wherein the ordering the plurality of the target applications according to a set rule includes:

    Acquiring the heat value of multiple target applications;

    According to the heat value, the plurality of the target applications are sorted in order of the heat value from high to low.
14. The method according to any one of claims 1-11, wherein the pushing the target application includes:

    When the number of the target application programs is multiple, and the peripheral device connected to the mobile terminal includes an audio playback device, determine whether the multiple target application programs include audio output type applications;

    If a plurality of the target application programs include audio output type applications, the audio output type applications are pushed.
15. The method according to claims 1-14, wherein after the unlocking of the screen is successful, after pushing the target application, the method further comprises:

    Detect whether the target application is started;

    If the target application is started, the event to start the target application and the time to start the target application are stored.
16. The method according to claim 15, wherein after the detecting whether to start the target application, the method further comprises:

    If the target application is not started, the icons of the multiple applications are sorted and displayed according to the number of starts of the application.
17. The method according to any one of claims 1-16, wherein the pushing the target application includes:

    The icon of the target application is displayed in the form of a floating frame or a sidebar.
18. An application pushing device, characterized in that it is applied to a mobile terminal, the device includes: a data acquisition module, a first application determination module, a second application determination module, and a push execution module, wherein,

    The data acquisition module is used to acquire historical operation data of multiple application programs when the screen is unlocked, where the historical operation data includes the number of start-ups of the application program and the historical start-up time of the application program;

    The first application determining module is used to determine an application that meets a specified number of times according to the number of times the application is started;

    The second application determination module is configured to obtain, from applications that satisfy a specified number of times based on the historical startup time of the application, an application whose difference between the historical startup time and the current time satisfies the specified difference condition, and Describe the application that meets the specified difference condition as the target application to be pushed;

    The push execution module is used to push the target application after successfully unlocking the screen.
19. A mobile terminal is characterized by comprising:

    One or more processors;

    Memory

    One or more application programs, wherein the one or more application programs are stored in the memory and are configured to be executed by the one or more processors, the one or more programs are configured to execute as The method of any one of claims 1-17.
20. A computer-readable storage medium, characterized in that the computer-readable storage medium stores program code, and the program code can be called by a processor to execute the method according to any one of claims 1-17 .

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