CN106372110B - Recommendation method of application program and mobile terminal - Google Patents
Recommendation method of application program and mobile terminal Download PDFInfo
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- CN106372110B CN106372110B CN201610701350.XA CN201610701350A CN106372110B CN 106372110 B CN106372110 B CN 106372110B CN 201610701350 A CN201610701350 A CN 201610701350A CN 106372110 B CN106372110 B CN 106372110B
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/90—Details of database functions independent of the retrieved data types
- G06F16/901—Indexing; Data structures therefor; Storage structures
- G06F16/9017—Indexing; Data structures therefor; Storage structures using directory or table look-up
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/90—Details of database functions independent of the retrieved data types
- G06F16/903—Querying
- G06F16/9032—Query formulation
- G06F16/90324—Query formulation using system suggestions
Abstract
The invention discloses a recommendation method of an application program and a mobile terminal, wherein the method comprises the following steps: acquiring application attribute information of a downloaded application program; determining a candidate application cluster associated with the application attribute information according to the application attribute information; displaying the candidate application clusters through the preference directory according to a preset priority order; wherein the candidate application cluster comprises at least one to-be-downloaded installation application. According to the method and the device, the undelivered application which has high correlation with the application attribute information is determined to be the candidate application cluster according with the user preference according to the acquired application attribute information of the downloaded application, so that the user can quickly find the application program preferred by the user in the candidate application cluster, the problem that the application preferred by the user is difficult to find in numerous applications is solved, and the user experience is improved.
Description
Technical Field
The present invention relates to the field of communications technologies, and in particular, to a recommendation method for an application program and a mobile terminal.
Background
With the rapid development of the mobile internet, the mobile terminal is more and more popular, various applications are downloaded in the smart terminal (such as a mobile phone), various games are recommended to the user in the application store (such as a game center), and the game center is also classified according to the game types, for example: the game recommendation method comprises the steps that various types of games such as intelligence-developing games, sports games and chess and cards are generally downloaded by a user to play, however, the game recommendation in the current mobile phone is generally recommended to the user according to the downloading amount, the game recommendation is not necessarily recommended to the user when the game is ranked high, or the user clicks a desktop icon to enter a game center, the game displayed by the game center is recommended by a mobile phone manufacturer or a partner, the game is rarely recommended according to the user requirements, and the game cannot be recommended according to the personal preference of the user when the game is recommended, so that the user experience is influenced.
Disclosure of Invention
The embodiment of the invention provides an application program recommending method and a mobile terminal, and aims to solve the problems that an existing application program recommending mode is fixed and the personal game preference requirements of users are difficult to meet.
In a first aspect, an embodiment of the present invention provides an application program recommendation method applied to a mobile terminal, including:
acquiring application attribute information of a downloaded application program;
determining a candidate application cluster associated with the application attribute information according to the application attribute information;
displaying the candidate application clusters according to a preset priority sequence;
wherein the candidate application cluster comprises at least one to-be-downloaded installation application.
In a second aspect, an embodiment of the present invention further provides a mobile terminal, including:
the first acquisition module is used for acquiring application attribute information of the downloaded application program;
the processing module is used for determining a candidate application cluster associated with the application attribute information according to the application attribute information acquired by the first acquisition module; wherein the candidate application cluster comprises at least one installation application to be downloaded;
and the display module is used for displaying the candidate application clusters determined by the processing module according to the preset priority order.
In this way, in the embodiment of the invention, by acquiring the application attribute information of the downloaded application program and determining the un-downloaded application program with higher correlation with the application attribute information as the candidate application cluster according to the application attribute information, the user can quickly find the application program preferred by the user in the candidate application cluster, thereby avoiding the problem that the application preferred by the user is difficult to find in numerous applications and improving the user experience.
Drawings
In order to more clearly illustrate the technical solutions of the embodiments of the present invention, the drawings needed to be used in the description of the embodiments of the present invention will be briefly introduced below, and it is obvious that the drawings in the following description are only some embodiments of the present invention, and it is obvious for those skilled in the art that other drawings can be obtained according to these drawings without inventive labor.
FIG. 1 is a flow chart of a first embodiment of a recommendation method of an application program of the present invention;
FIG. 2 is a flow chart of a second embodiment of the application recommendation method of the present invention;
FIG. 3 is a schematic view of the interface display of step 204 of FIG. 2;
FIG. 4 is a flow chart of a third embodiment of a recommendation method of an application program of the present invention;
FIG. 5 is a representation of one of the curved screen interface displays in a third embodiment of the present invention;
FIG. 6 is a second graphical illustration of a second example of a curved screen interface display according to the third embodiment of the present invention;
fig. 7 shows one of the configuration diagrams of a fourth embodiment of the mobile terminal of the present invention;
fig. 8 is a second schematic structural diagram of a mobile terminal according to a fourth embodiment of the present invention;
fig. 9 shows a block diagram of a fifth embodiment of the mobile terminal of the present invention;
fig. 10 shows a block diagram of a sixth embodiment of the mobile terminal of the present invention.
Detailed Description
Exemplary embodiments of the present invention will be described in more detail below with reference to the accompanying drawings. While exemplary embodiments of the invention are shown in the drawings, it should be understood that the invention can be embodied in various forms and should not be limited to the embodiments set forth herein. Rather, these embodiments are provided so that this disclosure will be thorough and complete, and will fully convey the scope of the invention to those skilled in the art.
First embodiment
As shown in fig. 1, an embodiment of the present invention provides a method for recommending an application program, which is applied to a mobile terminal, and the method specifically includes:
step 101: and acquiring the application attribute information of the downloaded application program.
The method includes acquiring application attribute information of a downloaded application program in a mobile terminal, where the application attribute information carries attribute information representing characteristics of a corresponding application program, for example: the application name, the application type, the application developer, the application download amount, the network environment required by the application and the like. The user downloads the application programs by saving the corresponding application attribute information in a local database.
Step 102: based on the application attribute information, a candidate application cluster associated with the application attribute information is determined.
The candidate application cluster comprises at least one application program to be downloaded and installed. Further, the user generally selects the application program with his preference to download among a plurality of applications according to his preference, so that the downloaded application program is closer to the user preference and interest. And screening the application programs related to the downloaded application programs from a plurality of un-downloaded application programs according to the application attribute information of the downloaded application programs, screening the application programs close to the user preference, and taking the application programs as candidate application clusters of the user preference.
Step 103: and displaying the candidate application clusters according to a preset priority order.
The preset priority refers to the priority related to a certain item of attribute information in the application attribute information, and generally, the priority with higher correlation is high, the priority with lower correlation is low, and the correlation is the same, and the priority is sorted according to the downloading amount or the correlation of another item of attribute information.
Therefore, the embodiment of the invention determines that the un-downloaded application program with higher correlation with the application attribute information is the candidate application cluster according with the user preference by acquiring the application attribute information of the downloaded application program and according to the application attribute information, so that the user can quickly find the application program preferred by the user in the candidate application cluster, the problem that the application preferred by the user is difficult to find in numerous applications is avoided, and the user experience is improved.
Second embodiment
The first embodiment briefly describes the recommendation method of the application program of the present invention, and the following embodiment will further describe the recommendation method with reference to the drawings and specific application scenarios.
As shown in fig. 2, the recommendation method of an application program of the present invention includes the following steps:
step 201: and acquiring application type information or application developer information of a first application program in the downloaded application programs.
The first application program is an application program accessed within a preset first time period, or the first application program is an application program accessed within a preset second time period for a number of times exceeding a preset threshold value. The first application program is an application program accessed within a preset first time period, and refers to an application program accessed recently in the mobile terminal. The first application program is the application program with the access frequency exceeding the preset threshold value in the preset second time period, and the application program with the access frequency exceeding the preset threshold value in the preset time period is the application program with the maximum access frequency in the preset time period.
In the following description, a game application is taken as an example, and when the downloaded application program is a game application, the application attribute information includes game category information and game developer information. When a user downloads a plurality of game applications, the type of game played recently is used as a first application program, for example, when the user downloads a leisure game and a sports game, and when the user plays the leisure game for a recent period of time, the leisure game application is used as the first application program. Alternatively, the user downloads both the game of company a and the game of company B, and if the user recently played the game of company a but did not play the game of company B, the game application of company a is used as the first application program.
Alternatively, when the user downloads a plurality of game applications, a game played a lot (may be played a lot or played for a long time) in one cycle is used as the first application program, and for example, when the user plays a leisure game 10 times and a sports game 5 times in one week, the leisure game application is used as the first application program. Alternatively, the user downloads both the game of company a and the game of company B, and plays the game of company a 10 times and the game of company B5 times in one period, and then uses the game application of company a as the first application program.
Step 202: determining a candidate application cluster associated with the first application according to the application type information or the application developer information of the first application.
When the downloaded application program is a game application and the application attribute information includes game category information and game developer information, the step of determining the candidate application cluster associated with the application attribute information according to the application attribute information specifically includes: searching a first application cluster which is the same as the game category information of the game application in a preset network application program database; searching a second application cluster which has the same information with the game developer of the game application in a preset network application program database; the first application cluster and the second application cluster are determined as candidate application clusters associated with the game application.
Specifically, taking a game application as an example, a first game application is determined as a first application program. Searching a first application cluster which is the same as the game category information of the first game application in a preset network application program database; searching a second application cluster which has the same game developer information as the first game application in a preset network application program database; the first application cluster and the second application cluster are determined as candidate application clusters associated with the first game application. The preset network application program is specifically presented as an application library in an application store, and a first application cluster which is the same as the game category information of the first game application is searched in the application library; searching a second application cluster which has the same information with the game developer of the first game application in the application library; the first application cluster and the second application cluster are determined to be candidate application clusters associated with the first game application. For example: the user downloads the leisure game of the company A, the mobile terminal controls the game center to search the leisure game in the network server as a first application cluster, the game developed by the company A is searched as a second application cluster, and the first application cluster and the second application cluster are combined to serve as candidate application clusters of the user.
Step 203: and sequencing the application programs to be downloaded and installed in the candidate application cluster according to the priority order of the application types or the information correlation of the application developers.
The priority of the application program with the same application type as the first application program is higher than that of the application program with different application types, the priority of the application program with the same application developer information as the first application program is higher than that of the application program with different application developer information, and the priority of the application program with the same application type as the first application program and the same developer information as the first application program is the highest. It is worth noting that applications in the same priority are ordered according to the amount of application download or the amount of application focus.
Step 204: and displaying the candidate application clusters according to a preset priority order.
When the mobile terminal comprises a curved screen, namely the display interface of the mobile terminal comprises a main interface formed into a plane and a touch interface which is arranged at the side edge of the main interface and forms a curved surface; when a user wants to view a candidate application cluster recommended by the system, a preference display instruction can be triggered by operating a preset touch action on a touch interface. And displaying the candidate application clusters through the preference directory according to the preference display instruction and the preset priority order. As shown in fig. 3, the interface displayed in the application store or game includes, in addition to the categories, ranks, and the like, a favorite category as a preference category of the user, and the user touches the virtual key of the category, so that the candidate application clusters ranked in the preset priority order can be displayed in the preference category.
Therefore, the embodiment of the invention determines the un-downloaded application program with higher correlation with the application attribute information as the candidate application cluster according to the application attribute information by acquiring the application attribute information of the first application program which is accessed recently in the downloaded application programs, so that the user can quickly find the application program with self preference in the candidate application cluster, the problem that the application with self preference is difficult to find in numerous applications is avoided, and the user experience is improved.
Third embodiment
While the above first embodiment and the second embodiment briefly describe some application scenarios of the recommendation method of the application program of the present invention, the present embodiment will further describe other application scenarios with reference to the accompanying drawings.
As shown in fig. 4, the recommendation method of an application program of the present invention includes the following steps:
step 401: and acquiring the application attribute information of the downloaded application program.
The method includes acquiring application attribute information of a downloaded application program in a mobile terminal, where the application attribute information carries attribute information representing characteristics of a corresponding application program, for example: the application name, the application type, the application developer, the application download amount, the network environment required by the application and the like. The user downloads the application programs by saving the corresponding application attribute information in a local database.
Step 402: based on the application attribute information, a candidate application cluster associated with the application attribute information is determined.
The candidate application cluster comprises at least one application program to be downloaded and installed. Further, the user generally selects the application program with his preference to download among a plurality of applications according to his preference, so that the downloaded application program is closer to the user preference and interest.
Step 403: and acquiring the actual network transmission rate of the network where the mobile terminal is located.
And acquiring the actual network transmission rate of the current network of the mobile terminal, namely monitoring the current network environment.
Step 404: and for each application program to be downloaded and installed in the candidate application cluster, calculating the difference value between the network transmission rate required by the application program to be downloaded and installed and the actual network transmission rate to obtain the network transmission rate difference value.
Step 405: and sequencing the application programs to be downloaded and installed in the candidate application cluster according to the network transmission rate difference.
The priority of the application program to be downloaded and installed with small network transmission rate difference is higher than that of the application program to be downloaded and installed with large network transmission rate difference. The application program recommendation can also be based on the network condition of the mobile terminal, for example, when the user does not have wifi or the network is not good, because some applications need a better network environment to smoothly run, at this time, applications only suitable for the network is bad or some single-machine applications which do not need network access can be recommended.
Step 406: and displaying the candidate application clusters according to a preset priority order.
Therefore, by acquiring the application attribute information of the downloaded application program, determining that the un-downloaded application program which has higher correlation with the application attribute information is a candidate application cluster according with the preference of the user according to the application attribute information, and sequencing the application programs in the candidate application cluster according to the current network environment, the user can quickly find the application program which is preferred by the user in the candidate application cluster and can run in a normal flow, the problem that the application which is preferred by the user is difficult to find in a plurality of applications is avoided, and the user experience is improved.
In addition, it should be noted that the downloaded application may prompt updating at irregular time, and the ranking method of the application programs in the prompt message may also be the ranking method in the above recommendation method. The following description will be given by taking a game application as an example: when the mobile terminal comprises a curved screen, the step of displaying the candidate application clusters according to the preset priority order comprises the following steps: and if the update information of the at least two application programs is detected, displaying the update information of the at least two application programs in a side screen area of the curved screen according to the preset update information. That is, as shown in fig. 5 and 6, the game center may always have game prompts updated, and when the game preferred by the user is updated, the detailed information of the updatable application version may be displayed by popping up a status bar for notification, and an application icon of the updatable application may be displayed in the side screen area, and when the user presses or stresses the application icon for a long time, the detailed information of the corresponding application version may be displayed. Further, if there are more game updates preferred by the user, the notification order of the status bar may be a ranking prompt according to the ranking method described above, or a ranking list in the game center, and the specific setting is determined by the user. In addition, if the network environment of the user is not good, only the update notice which does not need a higher network requirement game can be popped up. When the display screen is the hyperbolic screen, when games which a user may like are updated, prompt updating can be displayed on the side screen of the hyperbolic screen according to a certain sequence, for example, when the two games are updated, more leisure games are played by the user in a week, and the prompt for updating the leisure games can be preferentially displayed on the side screen of the hyperbolic screen.
In addition, the user may further set a sliding operation on a side screen of the hyperbolic screen to change an arrangement order of the recommended games, for example, when the mobile terminal includes the hyperbolic screen, the step of displaying the candidate application clusters according to a preset priority order further includes: acquiring touch operation occurring in a side screen area of a curved screen; determining a display sequence of the to-be-downloaded installation application programs in the candidate application cluster to be switched according to the touch operation; and adjusting the display sequence of the candidate application clusters according to the display sequence of the application programs to be downloaded and installed. That is, the recommendations of the game center are displayed in a ranking list, and when the user slides the side screen, the user may be triggered to change the ranking to the ranking according to the user's preference. It should be noted that when the display screen is a flat screen, the recommended display sequence may also be changed by clicking the status bar, etc.
Fourth embodiment
The above first to third embodiments describe in detail the recommendation method of the application program in different scenarios, respectively, and the following further describes the corresponding mobile terminal with reference to fig. 7 and 8.
Specifically, the mobile terminal 700 according to the embodiment of the present invention includes:
a first obtaining module 71, configured to obtain application attribute information of a downloaded application;
the processing module 72 is configured to determine a candidate application cluster associated with the application attribute information according to the application attribute information acquired by the first acquisition module; the candidate application cluster comprises at least one application program to be downloaded and installed;
and the display module 73 is configured to display the candidate application clusters determined by the processing module according to a preset priority order.
Wherein, the first obtaining module 71 includes:
an obtaining unit 711, configured to obtain application type information or application developer information of a first application program in the downloaded application programs; the method comprises the steps that a first application program is accessed within a preset first time period, or the first application program is accessed within a preset second time period, wherein the number of times of access exceeds a preset threshold value;
wherein, the processing module 72 includes:
the processing unit 721 is configured to determine a candidate application cluster associated with the first application according to the application type information or the application developer information of the first application acquired by the acquisition unit.
Wherein, mobile terminal still includes:
the first ordering module 74 is configured to order the to-be-downloaded installation application programs in the candidate application cluster according to the priority order of the correlation between the application types or the application developer information acquired by the first acquiring module; the priority of the application program with the same application type as the first application program is higher than that of the application program with different application type, and the priority of the application program with the same application developer information as the first application program is higher than that of the application program with different application developer information.
Wherein, mobile terminal still includes:
a second obtaining module 75, configured to obtain an actual network transmission rate of a network in which the mobile terminal is located;
and a calculating module 76, configured to calculate, for each to-be-downloaded installation application program in the candidate application cluster, a difference between a network transmission rate required by the to-be-downloaded installation application program and the actual network transmission rate acquired by the second acquiring module, so as to obtain a network transmission rate difference.
The second sorting module 77 is configured to sort the to-be-downloaded installation application programs in the candidate application cluster according to the network transmission rate difference calculated by the calculating module; the priority of the application program to be downloaded and installed with small network transmission rate difference is higher than that of the application program to be downloaded and installed with large network transmission rate difference.
Wherein, the processing module 72 includes:
the first searching unit is used for searching a first application cluster which is the same as the game type information of the game application in a preset network application program database when the downloaded application program is the game application and the application attribute information comprises the game type information and the game developer information;
the second searching unit is used for searching a second application cluster which is the same as the game developer information of the game application in a preset network application program database;
and the determining unit is used for determining the first application cluster searched by the first searching unit and the second application cluster searched by the second searching unit as candidate application clusters associated with the game application.
Wherein, when the mobile terminal includes a curved screen, the display module 73 includes:
and the display unit 731 is configured to display the update information of the at least two applications in the side screen area of the curved screen according to the preset update information when it is detected that the at least two applications have the update information.
Wherein, when the mobile terminal includes the curved screen, the mobile terminal further includes:
a third obtaining module 78, configured to obtain a touch operation occurring in a side screen area of the curved screen;
a determining module 79, configured to determine, according to the touch operation obtained by the third obtaining module, a display sequence of the to-be-downloaded installation application programs in the candidate application cluster to be switched;
and an adjusting module 70, configured to adjust a display order of the candidate application clusters according to the display order of the to-be-downloaded installation application determined by the determining module.
It is to be noted that the mobile terminal according to the embodiment of the present invention is a mobile terminal corresponding to the recommendation method for the application program, and both the implementation manner and the achieved technical effect of the method are applicable to the embodiment of the mobile terminal.
The mobile terminal of the embodiment of the invention obtains the application attribute information of the downloaded application program, and determines the un-downloaded application program with higher correlation with the application attribute information as the candidate application cluster according to the application attribute information, so that the user can quickly find the application program preferred by the user in the candidate application cluster, the problem that the application preferred by the user is difficult to find in a plurality of applications is avoided, and the user experience is improved.
Fifth embodiment
Fig. 9 is a block diagram of a mobile terminal 900 according to another embodiment of the present invention, the mobile terminal shown in fig. 9 including: at least one processor 901, memory 902, a photographing component 903, and a user interface 904. Various components in mobile terminal 900 are coupled together by bus system 905. It is understood that the bus system 905 is used to enable communications among the components. The bus system 905 includes a power bus, a control bus, and a status signal bus, in addition to a data bus. For clarity of illustration, however, the various buses are labeled in fig. 9 as bus system 905.
The user interface 904 may include, among other things, a display or a pointing device (e.g., a touch-sensitive pad or touch screen, etc.).
It is to be understood that the memory 902 in embodiments of the present invention may be either volatile memory or nonvolatile memory, or may include both volatile and nonvolatile memory. The non-volatile Memory may be a Read-Only Memory (ROM), a Programmable ROM (PROM), an Erasable PROM (EPROM), an Electrically Erasable PROM (EEPROM), or a flash Memory. Volatile Memory can be Random Access Memory (RAM), which acts as external cache Memory. By way of example, but not limitation, many forms of RAM are available, such as Static random access memory (Static RAM, SRAM), Dynamic Random Access Memory (DRAM), Synchronous Dynamic random access memory (Synchronous DRAM, SDRAM), Double Data rate Synchronous Dynamic random access memory (ddr SDRAM ), Enhanced Synchronous SDRAM (ESDRAM), Synchlink DRAM (SLDRAM), and direct memory bus RAM (DRRAM). The memory 902 of the systems and methods described herein is intended to comprise, without being limited to, these and any other suitable types of memory.
In some embodiments, memory 902 stores the following elements, executable modules or data structures, or a subset thereof, or an expanded set thereof: an operating system 9021 and application programs 9022.
The operating system 9021 includes various system programs, such as a framework layer, a core library layer, a driver layer, and the like, and is configured to implement various basic services and process hardware-based tasks. The application 9022 includes various applications, such as a Media Player (Media Player), a Browser (Browser), and the like, for implementing various application services. A program implementing the method of an embodiment of the present invention may be included in application 9022.
In an embodiment of the present invention, by calling a program or instruction stored in memory 902, specifically, a program or instruction stored in application 9022 may be used. The processor 901 is configured to obtain application attribute information of a downloaded application program; determining a candidate application cluster associated with the application attribute information according to the application attribute information; displaying the candidate application clusters according to a preset priority order; the candidate application cluster comprises at least one to-be-downloaded installation application program.
The method disclosed in the above embodiments of the present invention may be applied to the processor 901, or implemented by the processor 901. The processor 901 may be an integrated circuit chip having signal processing capabilities. In implementation, the steps of the above method may be implemented by integrated logic circuits of hardware or instructions in the form of software in the processor 901. The Processor 901 may be a general-purpose Processor, a Digital Signal Processor (DSP), an Application Specific Integrated Circuit (ASIC), an off-the-shelf programmable Gate Array (FPGA) or other programmable logic device, a discrete Gate or transistor logic device, or a discrete hardware component. The various methods, steps and logic blocks disclosed in the embodiments of the present invention may be implemented or performed. A general purpose processor may be a microprocessor or the processor may be any conventional processor or the like. The steps of the method disclosed in connection with the embodiments of the present invention may be directly implemented by a hardware decoding processor, or implemented by a combination of hardware and software modules in the decoding processor. The software module may be located in ram, flash memory, rom, prom, or eprom, registers, etc. storage media as is well known in the art. The storage medium is located in the memory 902, and the processor 901 reads the information in the memory 902, and completes the steps of the above method in combination with the hardware thereof.
It is to be understood that the embodiments described herein may be implemented in hardware, software, firmware, middleware, microcode, or any combination thereof. For a hardware implementation, the Processing units may be implemented within one or more Application Specific Integrated Circuits (ASICs), Digital Signal Processors (DSPs), Digital Signal Processing Devices (DSPDs), Programmable Logic Devices (PLDs), Field Programmable Gate Arrays (FPGAs), general purpose processors, controllers, micro-controllers, microprocessors, other electronic units configured to perform the functions described herein, or a combination thereof.
For a software implementation, the techniques described herein may be implemented with modules (e.g., procedures, functions, and so on) that perform the functions described herein. The software codes may be stored in a memory and executed by a processor. The memory may be implemented within the processor or external to the processor.
Specifically, the processor 901 is further configured to: acquiring application type information or application developer information of a first application program in downloaded application programs; the first application program is an application program accessed within a preset first time period, or the first application program is an application program with the access frequency exceeding a preset threshold within a preset second time period, and a candidate application cluster associated with the first application program is determined according to application type information or application developer information of the first application program.
Specifically, the processor 901 is further configured to: sequencing the application programs to be downloaded and installed in the candidate application cluster according to the priority order of the application types or the information correlation of the application developers; the priority of the application program with the same application type as the first application program is higher than that of the application program with different application type, and the priority of the application program with the same application developer information as the first application program is higher than that of the application program with different application developer information.
Wherein, the processor 901 is further configured to: acquiring the actual network transmission rate of a network where the mobile terminal is located; for each application program to be downloaded and installed in the candidate application cluster, calculating a difference value between a network transmission rate required by the application program to be downloaded and installed and an actual network transmission rate to obtain a network transmission rate difference value; sequencing the application programs to be downloaded and installed in the candidate application cluster according to the network transmission rate difference; the priority of the application program to be downloaded and installed with small network transmission rate difference is higher than that of the application program to be downloaded and installed with large network transmission rate difference.
Wherein, the processor 901 is further configured to: when the downloaded application program is a game application and the application attribute information comprises game category information and game developer information; searching a first application cluster which is the same as the game category information of the game application in a preset network application program database; searching a second application cluster which has the same information with the game developer of the game application in a preset network application program database; the first application cluster and the second application cluster are determined as candidate application clusters associated with the game application.
Wherein, the processor 901 is further configured to: when the mobile terminal comprises the curved screen, if the fact that the at least two application programs have the updating information is detected, the updating information of the at least two application programs is displayed in a side screen area of the curved screen according to preset updating information.
Wherein, the processor 901 is further configured to: when the mobile terminal comprises a curved screen, acquiring touch operation in a side screen area of the curved screen; determining a display sequence of the to-be-downloaded installation application programs in the candidate application cluster to be switched according to the touch operation; and adjusting the display sequence of the candidate application clusters according to the display sequence of the application programs to be downloaded and installed.
According to the mobile terminal 900 of the embodiment of the invention, the application attribute information of the downloaded application program is obtained, and the application program which is not downloaded and has higher correlation with the application attribute information is determined to be the candidate application cluster according with the preference of the user according to the application attribute information, so that the user can quickly find the application program which is preferred by the user in the candidate application cluster, the problem that the application which is preferred by the user is difficult to find in a plurality of applications is avoided, and the user experience is improved.
Sixth embodiment
Fig. 10 is a schematic structural diagram of a mobile terminal according to another embodiment of the present invention. Specifically, the mobile terminal 1000 in fig. 10 may be a mobile phone, a tablet computer, a Personal Digital Assistant (PDA), or a vehicle-mounted computer.
The mobile terminal 1000 in fig. 10 includes a power supply 1010, a memory 1020, an input unit 1030, a display unit 1040, a processor 1050, a wifi (wireless fidelity) module 1060, an audio circuit 1070, and an RF circuit 1080.
The input unit 1030 may be used, among other things, to receive information input by a user and to generate signal inputs related to user settings and function control of the mobile terminal 1000. Specifically, in the embodiment of the present invention, the input unit 1030 may include a touch panel 1031. The touch panel 1031, also referred to as a touch screen, may collect touch operations by a user (e.g., operations of the user on the touch panel 1031 by using any suitable object or accessory such as a finger or a stylus) thereon or nearby, and drive corresponding connection devices according to a preset program. Alternatively, the touch panel 1031 may include two parts, a touch detection device and a touch controller. The touch detection device detects the touch direction of a user, detects a signal brought by touch operation and transmits the signal to the touch controller; the touch controller receives touch information from the touch sensing device, converts it to touch point coordinates, and sends the touch point coordinates to the processor 1050, and can receive and execute commands from the processor 1050. In addition, the touch panel 1031 may be implemented by various types such as a resistive type, a capacitive type, an infrared ray, and a surface acoustic wave.
Among them, the display unit 1040 may be used to display information input by a user or information provided to the user and various menu interfaces of the mobile terminal. The display unit 1040 may include a display panel 1041, and optionally, the display panel 1041 may be configured in the form of an LCD or an Organic Light-Emitting Diode (OLED).
It should be noted that the touch panel 1031 may cover the display panel 1041 to form a touch display screen, and when the touch display screen detects a touch operation thereon or nearby, the touch display screen is transmitted to the processor 1050 to determine the type of the touch event, and then the processor 1050 provides a corresponding visual output on the touch display screen according to the type of the touch event.
The touch display screen comprises an application program interface display area and a common control display area. The arrangement modes of the application program interface display area and the common control display area are not limited, and can be an arrangement mode which can distinguish two display areas, such as vertical arrangement, left-right arrangement and the like. The application interface display area may be used to display an interface of an application. Each interface may contain at least one interface element such as an icon and/or widget desktop control for an application. The application interface display area may also be an empty interface that does not contain any content. The common control display area is used for displaying controls with high utilization rate, such as application icons like setting buttons, interface numbers, scroll bars, phone book icons and the like.
The processor 1050 is a control center of the mobile terminal, connects various parts of the whole mobile phone by using various interfaces and lines, and performs various functions and processes of the mobile terminal by running or executing software programs and/or modules stored in the first memory 1021 and calling data stored in the second memory 1022, thereby performing overall monitoring of the mobile terminal. Optionally, the processor 1050 may include one or more processing units.
In the embodiment of the present invention, the application attribute information of the downloaded application program is obtained by calling the software program and/or module stored in the first memory 1021 and/or the data stored in the second memory 1022; determining a candidate application cluster associated with the application attribute information according to the application attribute information; displaying the candidate application clusters according to a preset priority order; the candidate application cluster comprises at least one to-be-downloaded installation application program.
In particular, the processor 1050 is also configured to: acquiring application type information or application developer information of a first application program in downloaded application programs; the first application program is an application program accessed within a preset first time period, or the first application program is an application program accessed within a preset second time period for a number of times exceeding a preset threshold value; determining a candidate application cluster associated with the first application according to the application type information or the application developer information of the first application.
In particular, the processor 1050 is also configured to: sequencing the application programs to be downloaded and installed in the candidate application cluster according to the priority order of the application types or the information correlation of the application developers; the priority of the application program with the same application type as the first application program is higher than that of the application program with different application type, and the priority of the application program with the same application developer information as the first application program is higher than that of the application program with different application developer information.
Wherein the processor 1050 is further configured to: acquiring the actual network transmission rate of a network where the mobile terminal is located; for each application program to be downloaded and installed in the candidate application cluster, calculating a difference value between a network transmission rate required by the application program to be downloaded and installed and an actual network transmission rate to obtain a network transmission rate difference value; sequencing the application programs to be downloaded and installed in the candidate application cluster according to the network transmission rate difference; the priority of the application program to be downloaded and installed with small network transmission rate difference is higher than that of the application program to be downloaded and installed with large network transmission rate difference.
Wherein the processor 1050 is further configured to: when the downloaded application program is a game application and the application attribute information comprises game category information and game developer information; searching a first application cluster which is the same as the game category information of the game application in a preset network application program database; searching a second application cluster which has the same information with the game developer of the game application in a preset network application program database; the first application cluster and the second application cluster are determined as candidate application clusters associated with the game application.
Wherein the processor 1050 is further configured to: when the mobile terminal comprises the curved screen, if the fact that the at least two application programs have the updating information is detected, the updating information of the at least two application programs is displayed in a side screen area of the curved screen according to preset updating information.
Wherein the processor 1050 is further configured to: when the mobile terminal comprises a curved screen, acquiring touch operation in a side screen area of the curved screen; determining a display sequence of the to-be-downloaded installation application programs in the candidate application cluster to be switched according to the touch operation; and adjusting the display sequence of the candidate application clusters according to the display sequence of the application programs to be downloaded and installed.
According to the mobile terminal 1000 of the embodiment of the invention, the application attribute information of the downloaded application program is obtained, and the application program which is not downloaded and has higher correlation with the application attribute information is determined to be the candidate application cluster according with the preference of the user according to the application attribute information, so that the user can quickly find the application program which is preferred by the user in the candidate application cluster, the problem that the application which is preferred by the user is difficult to find in a plurality of applications is avoided, and the user experience is improved.
Those of ordinary skill in the art will appreciate that the various illustrative elements and algorithm steps described in connection with the embodiments disclosed herein may be implemented as electronic hardware or combinations of computer software and electronic hardware. Whether such functionality is implemented as hardware or software depends upon the particular application and design constraints imposed on the implementation. Skilled artisans may implement the described functionality in varying ways for each particular application, but such implementation decisions should not be interpreted as causing a departure from the scope of the present invention.
It is clear to those skilled in the art that, for convenience and brevity of description, the specific working processes of the above-described systems, apparatuses and units may refer to the corresponding processes in the foregoing method embodiments, and are not described herein again.
In the embodiments provided in the present application, it should be understood that the disclosed apparatus and method may be implemented in other ways. For example, the above-described apparatus embodiments are merely illustrative, and for example, the division of the units is only one logical division, and other divisions may be realized in practice, for example, a plurality of units or components may be combined or integrated into another system, or some features may be omitted, or not executed. In addition, the shown or discussed mutual coupling or direct coupling or communication connection may be an indirect coupling or communication connection through some interfaces, devices or units, and may be in an electrical, mechanical or other form.
The units described as separate parts may or may not be physically separate, and parts displayed as units may or may not be physical units, may be located in one place, or may be distributed on a plurality of network units. Some or all of the units can be selected according to actual needs to achieve the purpose of the solution of the embodiment.
In addition, functional units in the embodiments of the present invention may be integrated into one processing unit, or each unit may exist alone physically, or two or more units are integrated into one unit.
The functions, if implemented in the form of software functional units and sold or used as a stand-alone product, may be stored in a computer readable storage medium. Based on such understanding, the technical solution of the present invention may be embodied in the form of a software product, which is stored in a storage medium and includes instructions for causing a computer device (which may be a personal computer, a server, or a network device) to execute all or part of the steps of the method according to the embodiments of the present invention. And the aforementioned storage medium includes: various media capable of storing program codes, such as a U disk, a removable hard disk, a ROM, a RAM, a magnetic disk, or an optical disk.
While the preferred embodiments of the present invention have been described, it will be understood by those skilled in the art that various changes and modifications may be made without departing from the spirit and scope of the invention as defined in the following claims.
Claims (12)
1. A recommendation method of an application program is applied to a mobile terminal, and is characterized by comprising the following steps:
acquiring application attribute information of a downloaded application program;
determining a candidate application cluster associated with the application attribute information according to the application attribute information;
displaying the candidate application clusters according to a preset priority order;
wherein the candidate application cluster comprises at least one installation application to be downloaded;
before the step of displaying the candidate application clusters according to the preset priority order, the method further includes:
acquiring the actual network transmission rate of the network where the mobile terminal is located;
for each application program to be downloaded and installed in the candidate application cluster, calculating a difference value between a network transmission rate required by the application program to be downloaded and an actual network transmission rate to obtain a network transmission rate difference value;
sequencing the to-be-downloaded installation application programs in the candidate application cluster according to the network transmission rate difference;
the priority of the application program to be downloaded and installed with small network transmission rate difference is higher than that of the application program to be downloaded and installed with large network transmission rate difference;
when the mobile terminal comprises a curved screen, after the step of displaying the candidate application clusters according to a preset priority order, the method further comprises:
acquiring touch operation occurring in a side screen area of the curved screen;
determining a display sequence of the to-be-downloaded installation application programs in the candidate application cluster to be switched according to the touch operation;
and adjusting the display sequence of the candidate application clusters according to the display sequence of the to-be-downloaded installation application programs.
2. The method for recommending an application program according to claim 1, wherein said step of obtaining application attribute information of the downloaded application program comprises:
acquiring application type information or application developer information of a first application program in downloaded application programs;
the first application program is an application program accessed within a preset first time period, or the first application program is an application program accessed within a preset second time period for a number of times exceeding a preset threshold value.
3. The method for recommending an application program according to claim 2, wherein said step of determining a candidate application cluster associated with said application attribute information according to said application attribute information comprises:
determining a candidate application cluster associated with the first application program according to the application type information or the application developer information of the first application program.
4. The method of claim 2, wherein prior to the step of displaying the candidate application clusters through a preference directory in a predetermined priority order, the method further comprises:
sequencing the application programs to be downloaded and installed in the candidate application cluster according to the priority order of the application types or the information correlation of the application developers;
the priority of the application program with the same application type as the first application program is higher than that of the application program with different application types, and the priority of the application program with the same application developer information as the first application program is higher than that of the application program with different application developer information.
5. The method according to any one of claims 1 to 4, wherein when the downloaded application is a game application and the application attribute information includes game category information and game developer information, the step of determining the candidate application cluster associated with the application attribute information based on the application attribute information includes:
searching a first application cluster which is the same as the game category information of the game application in a preset network application program database;
searching a second application cluster which is the same as the game developer information of the game application in the preset network application program database;
determining the first application cluster and the second application cluster as candidate application clusters associated with the game application.
6. The method for recommending an application program according to claim 1, wherein when the mobile terminal includes a curved screen, the step of displaying the candidate application clusters according to a preset priority order includes:
and if the situation that the at least two application programs have the updating information is detected, displaying the updating information of the at least two application programs in a side screen area of the curved screen according to preset updating information.
7. A mobile terminal, comprising:
the first acquisition module is used for acquiring application attribute information of the downloaded application program;
the processing module is used for determining a candidate application cluster associated with the application attribute information according to the application attribute information acquired by the first acquisition module; wherein the candidate application cluster comprises at least one installation application to be downloaded;
the display module is used for displaying the candidate application clusters determined by the processing module according to a preset priority order;
the second acquisition module is used for acquiring the actual network transmission rate of the network where the mobile terminal is located;
the computing module is used for computing the difference value between the network transmission rate required by the to-be-downloaded installation application program and the actual network transmission rate acquired by the second acquisition module for each to-be-downloaded installation application program in the candidate application cluster to obtain a network transmission rate difference value;
the second sequencing module is used for sequencing the application programs to be downloaded and installed in the candidate application cluster according to the network transmission rate difference calculated by the calculation module; the priority of the application program to be downloaded and installed with small network transmission rate difference is higher than that of the application program to be downloaded and installed with large network transmission rate difference;
when the mobile terminal includes a curved screen, the mobile terminal further includes:
the third acquisition module is used for acquiring touch operation generated in a side screen area of the curved screen;
a determining module, configured to determine, according to the touch operation acquired by the third acquiring module, a display sequence of to-be-downloaded installation applications in the candidate application cluster to be switched;
and the adjusting module is used for adjusting the display sequence of the candidate application clusters according to the display sequence of the application programs to be downloaded and installed determined by the determining module.
8. The mobile terminal of claim 7, wherein the first obtaining module comprises:
the device comprises an acquisition unit, a processing unit and a processing unit, wherein the acquisition unit is used for acquiring application type information or application developer information of a first application program in downloaded application programs;
the first application program is an application program accessed within a preset first time period, or the first application program is an application program accessed within a preset second time period for a number of times exceeding a preset threshold value.
9. The mobile terminal of claim 8, wherein the processing module comprises:
and the processing unit is used for determining a candidate application cluster associated with the first application program according to the application type information or the application developer information of the first application program acquired by the acquisition unit.
10. The mobile terminal of claim 8, wherein the mobile terminal further comprises:
the first ordering module is used for ordering the application programs to be downloaded and installed in the candidate application cluster according to the priority sequence of the application types or the application developer information correlation acquired by the first acquiring module;
the priority of the application program with the same application type as the first application program is higher than that of the application program with different application types, and the priority of the application program with the same application developer information as the first application program is higher than that of the application program with different application developer information.
11. The mobile terminal according to any of claims 7 to 10, wherein the processing module comprises:
the system comprises a first searching unit, a second searching unit and a third searching unit, wherein the first searching unit is used for searching a first application cluster which is the same as game type information of a game application in a preset network application program database when a downloaded application program is the game application and the application attribute information comprises the game type information and game developer information;
the second searching unit is used for searching a second application cluster which is the same as the game developer information of the game application in the preset network application program database;
a determining unit, configured to determine the first application cluster found by the first finding unit and the second application cluster found by the second finding unit as candidate application clusters associated with the game application.
12. The mobile terminal of claim 7, wherein when the mobile terminal comprises a curved screen, the display module comprises:
and the display unit is used for displaying the update information of the at least two application programs in a side screen area of the curved screen according to preset update information when the update information of the at least two application programs is detected.
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Families Citing this family (13)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| WO2018176412A1 (en) * | 2017-03-31 | 2018-10-04 | 华为技术有限公司 | Terminal |
| CN107229604B (en) | 2017-05-27 | 2020-12-18 | 北京小米移动软件有限公司 | Transaction record information display method and device and computer readable storage medium |
| CN107592254A (en) * | 2017-08-23 | 2018-01-16 | 广东欧珀移动通信有限公司 | A kind of method, apparatus, storage medium and the mobile terminal of information push |
| CN107566465A (en) * | 2017-08-23 | 2018-01-09 | 广东欧珀移动通信有限公司 | A kind of method, apparatus, storage medium and the mobile terminal of information push |
| CN108055320B (en) * | 2017-12-11 | 2019-07-05 | Oppo广东移动通信有限公司 | Processing method, terminal device and the computer readable storage medium of resource downloading |
| CN108704315A (en) * | 2018-03-14 | 2018-10-26 | 北京奇虎科技有限公司 | Game recommdation method, apparatus and computer readable storage medium |
| CN109388466A (en) * | 2018-09-30 | 2019-02-26 | 青岛海信电器股份有限公司 | Using display processing method, device and the equipment for recommending position |
| CN109173273B (en) * | 2018-10-17 | 2022-06-24 | Oppo广东移动通信有限公司 | Published information display method and device, storage medium and terminal |
| CN109840119A (en) * | 2018-12-28 | 2019-06-04 | 努比亚技术有限公司 | A kind of terminal applies starting method, terminal and computer readable storage medium |
| CN110297650B (en) * | 2019-06-17 | 2020-08-11 | 珠海格力电器股份有限公司 | Application program upgrading method and device, terminal equipment and storage medium |
| CN111080404A (en) * | 2019-11-28 | 2020-04-28 | 广州助蜂网络科技有限公司 | SIM card recommendation method, device, system and storage medium |
| CN112891951A (en) * | 2020-08-01 | 2021-06-04 | 中传互动(湖北)信息技术有限公司 | Diversified game distribution method and platform |
| CN112068941B (en) * | 2020-09-03 | 2023-07-21 | 北京百度网讯科技有限公司 | Application calling method and device, electronic equipment and storage medium |
Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN104182545A (en) * | 2014-09-05 | 2014-12-03 | 北京金山安全软件有限公司 | Application program recommendation method and device |
| CN104239523A (en) * | 2014-09-17 | 2014-12-24 | 北京金山安全软件有限公司 | Recommendation method and device for application program and mobile terminal |
| CN104883376A (en) * | 2014-02-28 | 2015-09-02 | 华为技术有限公司 | Application program recommendation method and terminal |
| CN105183513A (en) * | 2015-08-31 | 2015-12-23 | 小米科技有限责任公司 | Application recommendation method and apparatus |
Family Cites Families (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JP4698281B2 (en) * | 2005-05-09 | 2011-06-08 | ソニー・エリクソン・モバイルコミュニケーションズ株式会社 | Mobile terminal, information recommendation method and program |
| CN105094967B (en) * | 2015-06-26 | 2019-04-16 | 小米科技有限责任公司 | Process operation method and device |
-
2016
- 2016-08-22 CN CN201610701350.XA patent/CN106372110B/en active Active
Patent Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN104883376A (en) * | 2014-02-28 | 2015-09-02 | 华为技术有限公司 | Application program recommendation method and terminal |
| CN104182545A (en) * | 2014-09-05 | 2014-12-03 | 北京金山安全软件有限公司 | Application program recommendation method and device |
| CN104239523A (en) * | 2014-09-17 | 2014-12-24 | 北京金山安全软件有限公司 | Recommendation method and device for application program and mobile terminal |
| CN105183513A (en) * | 2015-08-31 | 2015-12-23 | 小米科技有限责任公司 | Application recommendation method and apparatus |
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| Publication number | Publication date |
|---|---|
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