WO2020132991A1 - Procédé de poussée d'application, dispositif, terminal mobile et support d'enregistrement - Google Patents

Procédé de poussée d'application, dispositif, terminal mobile et support d'enregistrement Download PDF

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Publication number
WO2020132991A1
WO2020132991A1 PCT/CN2018/124052 CN2018124052W WO2020132991A1 WO 2020132991 A1 WO2020132991 A1 WO 2020132991A1 CN 2018124052 W CN2018124052 W CN 2018124052W WO 2020132991 A1 WO2020132991 A1 WO 2020132991A1
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Prior art keywords
application
historical
time
difference
applications
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PCT/CN2018/124052
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English (en)
Chinese (zh)
Inventor
李文峰
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深圳市欢太科技有限公司
Oppo广东移动通信有限公司
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Application filed by 深圳市欢太科技有限公司, Oppo广东移动通信有限公司 filed Critical 深圳市欢太科技有限公司
Priority to CN201880098944.3A priority Critical patent/CN112912832A/zh
Priority to PCT/CN2018/124052 priority patent/WO2020132991A1/fr
Publication of WO2020132991A1 publication Critical patent/WO2020132991A1/fr

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    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F3/00—Input arrangements for transferring data to be processed into a form capable of being handled by the computer; Output arrangements for transferring data from processing unit to output unit, e.g. interface arrangements
    • G06F3/01—Input arrangements or combined input and output arrangements for interaction between user and computer
    • G06F3/048—Interaction techniques based on graphical user interfaces [GUI]

Definitions

  • 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.
  • Mobile terminals such as tablet computers and mobile phones
  • 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.
  • the present application proposes an application push method, device, mobile terminal, and storage medium to solve the above problems.
  • 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.
  • 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.
  • 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
  • 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.
  • 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 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.
  • 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.
  • FIG. 6 shows a flowchart of an application pushing method according to yet another embodiment of the present application.
  • FIG. 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.
  • FIG. 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.
  • FIG. 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.
  • 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.
  • search in the corresponding folder according to the group.
  • 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.
  • 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.
  • 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.
  • 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.
  • 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.
  • 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.
  • 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).
  • 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.
  • 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.
  • the unlock interface it can be determined that the mobile terminal is currently in the state of unlocking the screen.
  • the specific way of detecting the state of unlocking the screen may not be limited in the embodiments of the present application.
  • 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.
  • 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.
  • 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.
  • 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.
  • 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.
  • the application 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.
  • the application that meets the condition of the specified number of times may be determined according to the number of starts of the application.
  • 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.
  • a certain number of applications may 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.
  • 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.
  • 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 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.
  • 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.
  • 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.
  • the specific value is not limited in the embodiments of the present application.
  • 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.
  • 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.
  • 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.
  • the target application After obtaining the target application to be pushed, the target application can be pushed after the screen is unlocked successfully.
  • 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.).
  • 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.
  • 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 .
  • 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.
  • the specific manner of pushing the target application may not be limited in the embodiments of the present application.
  • the application pushing method obtained 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.
  • 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.
  • 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.
  • 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.
  • 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.
  • 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.
  • 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.
  • 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.
  • 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.
  • 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.
  • 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.
  • 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.
  • 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.
  • 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.
  • 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.
  • step S250 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.
  • determining the application that meets the specified number of times can include:
  • 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.
  • the division of specific time periods may not be limited.
  • 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.
  • 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:
  • an application program whose running time is greater than a set time threshold is selected.
  • the running time in the historical operation data of the application can also be used. That is to say, 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.
  • the setting duration threshold 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.
  • the set duration threshold 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.
  • 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.
  • 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:
  • 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.
  • 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.
  • 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:
  • 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.
  • 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.
  • the difference 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.
  • 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.
  • 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.
  • the application whose difference value is less than the set difference threshold 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.
  • the target application After determining the target application to be pushed, the target application can be pushed after the screen is unlocked successfully.
  • 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.
  • step S250 may include:
  • the multiple target applications can be sorted according to the set rules.
  • 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.
  • sorting the multiple target applications according to a set rule may include:
  • 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.
  • 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
  • the download heat value may be based on the user's application on the network platform The heat value generated by the downloads of.
  • multiple target applications can be sorted in the order of heat value from high to low.
  • step S250 may include:
  • the peripheral device connected to the mobile terminal includes an audio playback device
  • the application program includes an audio output type application, and then the application of the audio output type is pushed.
  • the number of target application programs 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.
  • 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.
  • the icon of the target application when pushing the above target application, may be displayed in the form of a floating frame or a sidebar.
  • 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.
  • 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.
  • the target 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.
  • 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.
  • 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.
  • the target 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 obtained 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.
  • 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.
  • 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.
  • 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 .
  • 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.
  • 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.
  • 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.
  • 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.
  • steps S350 to S380 can refer to the content of the foregoing embodiment, and will not be repeated here.
  • the application pushing method obtained 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.
  • 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.
  • FIG. 7 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.
  • 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.
  • 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.
  • 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.
  • 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.
  • 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.
  • 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.
  • 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.
  • 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 .
  • 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.
  • the push execution module 440 may include: an application sorting unit 441 and a push unit 442.
  • 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.
  • 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.
  • 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.
  • 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.
  • 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.
  • 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.
  • the coupling between the modules may be electrical, mechanical, or other forms of coupling.
  • 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.
  • 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.
  • 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.
  • 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.
  • CPU Central Processing Unit
  • GPU Graphics Processing Unit
  • modem modem
  • 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.
  • FIG. 12 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.
  • 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.

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  • Engineering & Computer Science (AREA)
  • General Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Human Computer Interaction (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Stored Programmes (AREA)
  • Telephone Function (AREA)

Abstract

La présente invention concerne un procédé de poussée d'application, un dispositif, un terminal mobile et un support d'enregistrement, le procédé de poussée d'application consistant à : acquérir les données d'opérations historiques d'une pluralité d'applications lors du déverrouillage de l'écran, les données d'opérations historiques comprenant le nombre de démarrages de l'application et le temps de démarrages historiques de l'application ; déterminer, en fonction du nombre de démarrages de l'application, l'application qui satisfait au nombre spécifié de fois ; acquérir, en fonction du temps de démarrages historiques de l'application, l'application dont la différence entre le temps de démarrages historiques et le temps actuel satisfait à la condition de différence spécifiée parmi les applications qui satisfont au nombre spécifié de fois, à l'aide de l'application qui satisfait à la condition de différence spécifiée utilisée comme application cible à pousser ; après le déverrouillage de l'écran avec succès, pousser l'application cible. Ce procédé peut pousser l'application en fonction des habitudes de l'utilisateur, ce qui peut économiser le temps de recherche de l'application.
PCT/CN2018/124052 2018-12-26 2018-12-26 Procédé de poussée d'application, dispositif, terminal mobile et support d'enregistrement WO2020132991A1 (fr)

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CN201880098944.3A CN112912832A (zh) 2018-12-26 2018-12-26 应用推送方法、装置、移动终端及存储介质
PCT/CN2018/124052 WO2020132991A1 (fr) 2018-12-26 2018-12-26 Procédé de poussée d'application, dispositif, terminal mobile et support d'enregistrement

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CN116049478B (zh) * 2022-08-26 2023-09-19 荣耀终端有限公司 一种应用程序推荐方法、装置及用户设备

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