CN108038758A - One kind applies recommendation method, system and terminal device - Google Patents
One kind applies recommendation method, system and terminal device Download PDFInfo
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- CN108038758A CN108038758A CN201711293240.5A CN201711293240A CN108038758A CN 108038758 A CN108038758 A CN 108038758A CN 201711293240 A CN201711293240 A CN 201711293240A CN 108038758 A CN108038758 A CN 108038758A
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Abstract
The application is suitable for field of communication technology, there is provided and one kind applies recommendation method, system and terminal device, wherein, method includes：The uninstalled application of target terminal is obtained as intended application；Recommend the intended application to target terminal classification, recommend region to show at least one payment applications and at least one free application in each classification；When any intended application is downloaded by the target terminal, the intended application being downloaded is replaced with to other intended applications of same type.The application recommends uninstalled application on target terminal by classifying to target terminal, region is recommended to show at least one payment applications and at least one free application in the classification of the application of each type, and when any application is downloaded by target terminal, the other application for same type of substituting, it can realize different types of free and payment applications balanced recommendation, and avoid repeatedly recommending the application downloaded.
Description
Technical field
The application belongs to field of communication technology, more particularly to one kind applies recommendation method, system and terminal device.
Background technology
As the communication technology continues to develop, the intelligent terminal such as smart mobile phone, tablet computer is constantly popularized.User can be with
According to the personal needs of itself, the application of various difference in functionality is installed on intelligent terminal, is greatly improved
The production of user and the convenience of life requirement.
Usually all it is random at the application download interface of intelligent terminal however, recommending application mode to user at present
Recommend the application applied, preferential recommendation payment applications or temperature are higher, it is impossible to realize that the equilibrium to different application is recommended, user's body
Test it is poor and.
Apply for content
In view of this, the embodiment of the present application provides one kind and applies recommendation method, system and terminal device, it is possible to achieve no
The balanced recommendation of the free and payment applications of same type, and avoid repeatedly recommending the application downloaded.
The first aspect of the embodiment of the present application provides one kind and applies recommendation method, it includes：
The uninstalled application of target terminal is obtained as intended application；
Recommend the intended application to target terminal classification, recommend region to show at least one payment in each classification
Using with least one free application；
When any intended application is downloaded by the target terminal, the intended application being downloaded is replaced with similar
Other intended applications of type.
The second aspect of the embodiment of the present application provides one kind and applies commending system, it includes：
Acquisition module, for obtaining the uninstalled application of target terminal as intended application；
Recommending module, for recommending the intended application to target terminal classification, recommends region to show in each classification
Show at least one payment applications and at least one free application；
Replacement module, when being downloaded for any intended application by the target terminal, the target that will be downloaded
Using other intended applications for replacing with same type.
The third aspect of the embodiment of the present application provides a kind of terminal device, including memory, processor and is stored in
In the memory and the computer program that can run on the processor, when the processor performs the computer program
The step of realizing any of the above-described the method.
The fourth aspect of the embodiment of the present application provides a kind of computer-readable recording medium, the computer-readable storage
Media storage has computer program, and the computer program realizes the step of any of the above-described the method when being executed by processor
Suddenly.
The embodiment of the present application recommends uninstalled application on target terminal by classifying to target terminal, in each type
The classification of application recommends region to show at least one payment applications and at least one free application, and whole by target in any application
When end is downloaded, the other application for same type of substituting, it is possible to achieve different types of free and payment applications balanced recommendation, and keep away
Exempt from repeatedly to recommend the application downloaded.
Brief description of the drawings
, below will be to embodiment or description of the prior art in order to illustrate more clearly of the technical solution in the embodiment of the present application
Needed in attached drawing be briefly described, it should be apparent that, drawings in the following description are only some of the application
Embodiment, for those of ordinary skill in the art, without having to pay creative labor, can also be according to these
Attached drawing obtains other attached drawings.
The flow diagram using recommendation method that Fig. 1 the embodiment of the present application one provides；
The schematic diagram at interface is recommended in the application that Fig. 2 the embodiment of the present application one provides；
Fig. 3 is the flow diagram for the step S20 that the embodiment of the present application two provides；
Fig. 4 is the flow diagram for the step S20 that the embodiment of the present application three provides；
Fig. 5 is the flow diagram for the step S30 that the embodiment of the present application four provides；
Fig. 6 is the structure diagram using commending system that the embodiment of the present application five provides；
Fig. 7 is the structure diagram for the recommending module that the embodiment of the present application six provides；
Fig. 8 is the structure diagram for the recommending module that the embodiment of the present application seven provides；
Fig. 9 is the structure diagram for the replacement module that the embodiment of the present application eight provides；
Figure 10 is the structure diagram for the terminal device that the embodiment of the present application nine provides.
Embodiment
In being described below, in order to illustrate rather than in order to limit, it is proposed that such as tool of particular system structure, technology etc
Body details, to understand thoroughly the embodiment of the present application.However, it will be clear to one skilled in the art that these are specific
The application can also be realized in the other embodiments of details.In other situations, omit to well-known system, device, electricity
Road and the detailed description of method, in case unnecessary details hinders the description of the present application.
In order to illustrate technical solution described herein, illustrated below by specific embodiment.
Embodiment one
The present embodiment provides one kind to apply recommendation method, for being pushed away to the arbitrary target terminal with display and download function
Application is recommended, this method can be performed by any terminal device that the method can be performed when running computer program.Mesh
Mark terminal and terminal device can be same equipment or distinct device, and all can be mobile phone, tablet computer, individual digital help
Reason, intelligent watch, PC (Personal Computer, personal computer) client, multimedia advertising terminal and intelligent digital
The controlling intelligent household appliances such as TV, intelligent air condition, intelligent refrigerator.Terminal device can also be server, and server can be high in the clouds
Server.
As shown in Figure 1, method is recommended in application provided in this embodiment, including：
Step S10：The uninstalled application of target terminal is obtained as intended application.
In a particular application, recommend application to be downloaded typically to target terminal to target terminal and recommendation is installed
Using therefore, for installed application on target terminal, then can no longer recommending to it.Intended application can service
Obtained in the database of device, due to being typically stored with extensive application in database, and the quantity for the application installed on target terminal
The application generally much smaller than stored in database, therefore, can be by detecting mounted application, Ran Hou on target terminal
Obtained in database except the other application installed in addition to applying is as intended application.Obtain mesh in this way
The acquisition difficulty that mark application can substantially reduce intended application improves acquisition speed at the same time.
In a particular application, the application can be any type of application, for example, game class application, multimedia (sound
Frequently, video) application of player class, navigation type application, the application of instant messaging class etc..
Step S20：Recommend the intended application to target terminal classification, recommend region to show at least in each classification
One payment applications and at least one free application.
In a particular application, the application in the database of server, is usually all to distinguish storage according to application type,
If not distinguishing storage, need, according to the attribute information each applied, to classify to application, attribute information generally includes
The package name of application, internal release mark, label, logo, name of product, the information such as structure number of application program.
The type of application is known according to the package name of application or name of product.
In one embodiment, step S20 includes：
Obtain the attribute information of the intended application；
According to the attribute information, classify to the intended application.
In a particular application, usually multiple classification recommended areas can be shown on interface by being downloaded in the application of target terminal
Domain, to recommend different types of application.Can certainly timing or receiving target terminal transmission application recommendation request
When, in one recommendation window of main interface or any other interface display of target terminal in the form of pop-up, and in the recommendation window
Region is recommended in the upper multiple classification of display, to recommend different types of application.The display duration of the recommendation window can be according to reality
Need to be redefined for any duration, for example, 5S, 10S, 30S etc., can also be continuously display, pass through mesh until receiving user
Mark the stopping idsplay order that terminal is sent.
In a particular application, since the application of same type generally includes payment applications and free application, some users
It is partial to that payment applications are installed, and some users are then partial to install free application, therefore, can be by recommending in each classification
Region shows at least one payment applications and at least one free application, to meet the diversified demand of different user.To Mr. Yu
The application of one type, if some users need not recommend the payment applications or free application of the type, can pass through target
Terminal sends the selection instruction of the application for the type so that corresponding classification recommends region only to show that user needs what is recommended
Using.For example, user sends selection instruction, payment applications are only recommended in selection, then corresponding classification recommends region only to show payment
Using；It is conversely, as the same.
In a particular application, each classification recommend the quantity of payment applications that region shows and free application be it is controllable,
Command adapted thereto can be sent from user to the terminal device for performing the method, triggering terminal equipment controls.For example, can be only
Recommend region to show a payment applications and a free application in each classification, in each classification region can also be recommended to show
Multiple payment applications and multiple free applications.
As shown in Fig. 2, interface is recommended in an application for exemplary showing, which recommends exemplary on interface show
Regions are recommended in several classification, be expressed as classification recommend region A1, classification recommend region A2 ..., classification recommended area
Region An is recommended in domain An-1 and classification, and each classification recommends region is exemplary to show some payment applications and some freely should
With, be expressed as payment applications domain B1, payment applications domain B2 ..., payment applications domain Bi-1 and payment applications domain Bi, freely
Using C1, free application C2 ..., free application Cj-1 and free application Cj；Wherein, n, i and j are the integer more than 1.
Step S30：When any intended application is downloaded by the target terminal, the intended application being downloaded is replaced
It is changed to other intended applications of same type.
In a particular application, if some classification recommends the application shown by region to be downloaded by target terminal, can lead to
Other intended applications are crossed to substitute, so that the application recommended to target terminal is uninstalled on the target terminal answer all the time
With.
In a particular application, some intended application has been downloaded since there may be target terminal, but installation should not
Using, but the situation of the intended application is directly deleted over time, become.In this case, then return can be passed through
Step S10, recommends method, to recommend the application again to target terminal to re-execute the application.It may also is that mesh
After the user of mark terminal downloads the application, find and or the application need not be liked, in this case, then can be forever
The application is no longer shown, until user sends the instruction for being used for searching for or search the application by target terminal；It can also forbid
Target terminal shows the application within certain time limit, is forbidding the time limit to expire and then secondary display.
In one embodiment, step S30 includes：
When any payment applications are downloaded by the target terminal, the payment applications being downloaded are replaced with similar
Other payment applications of type；
, should by the payment being downloaded when same type of all payment applications are downloaded by the target terminal
With the free application for replacing with same type；
When any free application is downloaded by the target terminal, the free application being downloaded is replaced with similar
Other free applications of type；
When same type of all free applications are downloaded by the target terminal, by be downloaded it is described freely should
With the payment applications for replacing with same type.
In a particular application, if all payment applications of same type are downloaded, can be answered in script display payment
Position display free application, to increase the recommendation rate of free application.Similarly, if all free applications of same type are by under
During load, then the position display payment applications of free application can be shown in script, to increase the recommendation rate of payment applications.
The present embodiment recommends uninstalled application on target terminal by classifying to target terminal, in the application of each type
Classification recommend region show at least one payment applications and at least one free application, and under any apply by target terminal
During load, the other application for same type of substituting, it is possible to achieve different types of free and payment applications balanced recommendation, and avoid weight
Recommend the application downloaded again.
Embodiment two
As shown in figure 3, in the present embodiment, the step S20 in embodiment one includes：
Step S21：Obtain download time of the same type of all payment applications in preset time period.
In a particular application, it is necessary to be recorded to the download time of each payment applications, payment applications are often downloaded one
Secondary, just record once, can be downloaded number and be assigned a value of initial value 1, subsequently often increase when payment applications are downloaded for the first time
As soon as time download time, to the last time, the numerical value of record adds 1.In another application, the payment applications can also be detected whether
It is unloaded, is often unloaded once, then subtracts 1 to the numerical value of the download time of record.
In a particular application, preset time period can according to being actually needed into setting, the preset time period can refer to
Current time for deadline and forward trace period, such as one week in the past, past one month, past 1 year etc..This is pre-
If the period can also be using random time as initial time and the period of deadline, for example, last week, last month, last year
Deng.
Step S22：According to the order of download time from more to less, all payment applications are ranked up, obtain
One ranking results.
In a particular application, all payment applications are ranked up according to the descending order of download time, be in order to
Count the download temperature of all payment applications.Download time is more, then shows to download that temperature is high, using the application number of users compared with
It is more, can be with preferential recommendation；Conversely, then show download temperature it is low, it is less using the number of users of the application, can lag recommendation or
Do not recommend.
In a particular application, for the identical payment applications of download time, can sort side by side in sequence, or according to
Random sequence, initial order etc. are sequentially arranged, and can also be ranked up according to set ordering rule, such as according to application
The ascending order of file size is ranked up, preferential recommendation file size less payment applications, to save target end
The memory space at end.
Step S23：Obtain download time of the same type of all free applications in preset time period；
Step S24：According to the order of download time from more to less, all free applications are ranked up, obtain
Two ranking results.
In a particular application, all free applications are ranked up according to the descending order of download time, be in order to
Count the download temperature of all free applications.Download time is more, then shows to download that temperature is high, using the application number of users compared with
It is more, can be with preferential recommendation；Conversely, then show download temperature it is low, it is less using the number of users of the application, can lag recommendation or
Do not recommend.
In a particular application, for the identical free application of download time, can sort side by side in sequence, or according to
Random sequence, initial order etc. are sequentially arranged, and can also be ranked up according to set ordering rule, such as according to application
The ascending order of file size is ranked up, preferential recommendation file size less free application, to save target end
The memory space at end.
It should be appreciated that for download time identical payment applications and free application, the sortord of the two can be with
It is identical can not also be same, can be made choice according to actual needs.
Step S25：According to first ranking results and second sequence as a result, being pushed away by ranking positive sequence in each classification
Recommend region and show the payment applications of the first quantity and the free application of the second quantity.
In a particular application, the first quantity and the second quantity may be the same or different, and concrete numerical value can be according to reality
Border needs to be configured.Recommend region for different classification, the numerical value of the first quantity can be different, similarly, the second quantity
Numerical value can not also be same.
In a particular application, fancy grade that can be according to user to different types of application, pushes away to set each classification
Recommend the numerical value of corresponding first quantity in region and the second quantity.The fancy grade that user applies different type, can be according to mesh
The frequency of use of mounted different types of application or number are evaluated in mark terminal.If some type on target terminal
The frequency of use or number of application are more, then illustrate that the fancy grade of application of the user to the type is high, can be by the type
The numerical value of corresponding first quantity and the second quantity of application is arranged to one big value；, whereas if some class on target terminal
The frequency of use or number of the application of type are less, then illustrate that the fancy grade of application of the user to the type is low, can be by such
The numerical value of corresponding first quantity and the second quantity of the application of type is arranged to a small value.
The present embodiment by according to same type of all payment applications and all free applications in preset time period
The order of download time from more to less, is respectively ranked up all payment applications and all free applications, and is tied according to sequence
Fruit, the free application of the payment applications and the second quantity of the first quantity is shown by ranking positive sequence in each classification recommendation region, can
With the higher application of the download temperature preferential recommendation download frequency according to each application, user experience is improved.
Embodiment three
As shown in figure 4, in the present embodiment, based on embodiment two, the step S20 in embodiment one is further included：
Step S26：Obtain payment income of the same type of all payment applications in preset time period.
In a particular application, payment applications, which will pay, could download installation, and payment income refers to preset time period
The summation for the expense that interior all users are paid by a certain payment applications of download.For example, the single download expense of a certain application is
M, this is applied and n times is downloaded in preset time period, then the payment income of the application is M × N.
Step S27：According to payment income order from high to low, all payment applications are ranked up, obtain the
Three ranking results.
In a particular application, all payment applications are ranked up according to payment income order from high to low, be in order to
The download income of all payment applications is counted, download time is more, then shows income height, can be with preferential recommendation；Conversely, then show
Income is low, can lag recommendation or not recommend.
Step S28：The first weight factor is assigned to ranking of each payment applications in first ranking results,
The second weight factor is assigned to ranking of each payment applications in the 3rd ranking results, obtains each payment
The overall ranking of application.
In a particular application, ranking of the payment applications based on download time is assigned respectively with the ranking based on payment income
Weight, it is integrated ordered to calculate its, the size of two weight factors can be adjusted according to different recommendation emphasis, to obtain
Different overall rankings.For example, considering from user perspective, then the ratio of the first weight factor can be improved, is made with download time
For major consideration；From the point of view of application operator, then the ratio of the second weight factor can be improved, with income of paying
As major consideration.
In a particular application, the first weight factor and the ratio shared by the second weight factor can be carried out according to being actually needed
Set, as long as ensureing that the sum of the first weight factor and the second weight factor are 1, for example, the first weight factor can be
60%, the second weight factor can be 40%.The overall ranking of each payment applications is its row in the first ranking results
Name is multiplied by the first weight factor and is multiplied by the sum of second weight factor with its ranking in the 3rd ranking results.
Step S29：According to the overall ranking of each payment applications, all payment applications are ranked up, are obtained
To the 4th ranking results.
In a particular application, according to the overall ranking of each payment applications, all payment applications are arranged
Sequence, that is, refer to the overall ranking order from high to low according to all payment applications, and all payment applications are carried out
Sequence.
In a particular application, for the identical payment applications of overall ranking, can sort side by side in sequence, or according to
Random sequence, initial order etc. are sequentially arranged, and can also be ranked up according to set ordering rule, such as according to application
The ascending order of file size is ranked up, preferential recommendation file size less payment applications, to save target end
The memory space at end.
Step S210：According to second ranking results and the 4th ranking results, by ranking positive sequence in each classification
Region is recommended to show the payment applications of the first quantity and the free application of the second quantity.
It should be appreciated that all sequences in the embodiment of the present invention be not limited to from more to less, it is descending, by height
It is corresponding to low positive sequence or sorting by reversals, in each classification region can be recommended to show the by ranking inverted order
The payment applications of one quantity and the free application of the second quantity.
In a particular application, from the point of view of application operator, ranking will can also pressed just in step S25 or S210
Sequence shows the free application of the payment applications and the second quantity of the first quantity in each classification recommendation region, equivalent to replace
It is changed to and recommends region to exempt from as described in ranking inverted order shows the payment applications and the second quantity of the first quantity in each classification
Take application.This display mode, can or payment higher application less with preferential recommendation download time, unexpected winner application can be increased
Recommendation rate and light exposure, so as to help to improve its download time.
In a particular application, step S25 and step S210 may be performed simultaneously or asynchronously perform, and usually only need to perform
One of them, if performing at the same time, takes the mode for not repeating display same application to be shown, that is, shows two group first
The free application of the payment applications of quantity and one group of second quantity.If there is identical pay in the payment applications of two group of first quantity
Take application, then only show one in identical payment applications.
Example IV
As shown in figure 5, in the present embodiment, based on embodiment two or three, the step S30 in embodiment one includes：
Step S31：According to the ranking results of all payment applications, paid as described in ranking positive sequence obtains the 3rd quantity
Take application.
In a particular application, the 3rd quantity is less than the quantity of all payment applications.For example, all payment applications
Quantity be 100, the 3rd quantity is 30, that is, obtains in 100 payment applications the payment applications of 30 before ranking.
Step S32：When any payment applications are downloaded by the target terminal, the payment applications being downloaded are replaced
It is changed to other payment applications in the top in the payment applications of the 3rd quantity；
Step S33：When the payment applications of 3rd quantity are downloaded by the target terminal, will be downloaded described in pay
Expense application replaces with the free application of same type.
In a particular application, pair being downloaded is replaced merely with other payment applications in the payment applications of the 3rd quantity
Take application, and when the payment applications of the 3rd quantity are downloaded by target terminal, the payment applications being downloaded are replaced with similar
The free application of type, is the payment applications in order to avoid recommending to rank behind to target terminal.
Step S34：According to the ranking results of all free applications, exempt from as described in ranking positive sequence obtains the 4th quantity
Take application.
In a particular application, the 4th quantity is less than the quantity of all free applications.For example, all free applications
Quantity be 100, the 4th quantity is 30, that is, obtains in 100 free applications the free application of 30 before ranking.
Step S35：When any free application is downloaded by the target terminal, the free application being downloaded is replaced
It is changed to other free applications in the top in the payment applications of the 4th quantity；
Step S36：When the payment applications of 4th quantity are downloaded by the target terminal, will be downloaded described in exempt from
Expense application replaces with the payment applications of same type.
In a particular application, exempting from of being downloaded is replaced merely with other free applications in the free application of the 4th quantity
Take application, and when the free application of the 4th quantity is downloaded by target terminal, the free application being downloaded is replaced with similar
The payment applications of type, are the free applications in order to avoid recommending to rank behind to target terminal.
In a particular application, for replacing the payment applications of free application and free application for replacing payment applications,
It is in the top and was not shown and downloaded.
The present embodiment after payment applications in the top are downloaded by recommending same type free application, in ranking
Forward free application recommends the payment expense of same type after being downloaded, it is possible to prevente effectively from recommending ranking to target terminal
Payment applications or free application rearward, it is download frequency or the higher application of income to ensure recommended application.
Embodiment five
As shown in fig. 6, the present embodiment provides one kind to apply commending system 1, for performing the method and step in embodiment one,
It includes：
Acquisition module 10, for obtaining the uninstalled application of target terminal as intended application；
Recommending module 20, for recommending the intended application to target terminal classification, recommends region in each classification
Show at least one payment applications and at least one free application；
Replacement module 30, when being downloaded for any intended application by the target terminal, the mesh that will be downloaded
Mark application replaces with other intended applications of same type.
In one embodiment, recommending module 20 is additionally operable to：
Obtain the attribute information of the intended application；
According to the attribute information, classify to the intended application.
In one embodiment, replacement module 30 is specifically used for：
When any payment applications are downloaded by the target terminal, the payment applications being downloaded are replaced with similar
Other payment applications of type；
, should by the payment being downloaded when same type of all payment applications are downloaded by the target terminal
With the free application for replacing with same type；
When any free application is downloaded by the target terminal, the free application being downloaded is replaced with similar
Other free applications of type；
When same type of all free applications are downloaded by the target terminal, by be downloaded it is described freely should
With the payment applications for replacing with same type.
The present embodiment recommends uninstalled application on target terminal by classifying to target terminal, in the application of each type
Classification recommend region show at least one payment applications and at least one free application, and under any apply by target terminal
During load, the other application for same type of substituting, it is possible to achieve different types of free and payment applications balanced recommendation, and avoid weight
Recommend the application downloaded again.
Embodiment six
As shown in fig. 7, in the present embodiment, the recommending module in embodiment five includes being used to perform method in embodiment two
The structure of step, it includes：
First acquisition unit 21, for obtaining download of the same type of all payment applications in preset time period time
Number；
First sequencing unit 22, for the order according to download time from more to less, carries out all payment applications
Sequence, obtains the first ranking results；
Second acquisition unit 23, for obtaining download of the same type of all free applications in preset time period time
Number；
Second sequencing unit 24, for the order according to download time from more to less, carries out all free applications
Sequence, obtains the second ranking results；
First recommendation unit 25, for being sorted according to first ranking results and described second as a result, pressing ranking positive sequence
The free application of the payment applications and the second quantity of the first quantity is shown in each classification recommendation region.
The present embodiment by according to same type of all payment applications and all free applications in preset time period
The order of download time from more to less, is respectively ranked up all payment applications and all free applications, and according to row
Sequence in each classification by ranking positive sequence as a result, recommend region to show the payment applications of the first quantity and freely should for the second quantity
With user experience can be improved according to the higher application of the download temperature preferential recommendation download frequency of each application.
Embodiment seven
As shown in figure 8, in the present embodiment, the recommending module in embodiment five is further included for performing side in embodiment three
The structure of method step, it is further included：
3rd acquiring unit 26, is received for obtaining payment of the same type of all payment applications in preset time period
Enter；
3rd sequencing unit 27, for the order according to payment income from high to low, carries out all payment applications
Sequence, obtains the 3rd ranking results；
Computing unit 28, for assigning the first power to ranking of each payment applications in first ranking results
Repeated factor, assigns the second weight factor to ranking of each payment applications in the 3rd ranking results, obtains each
The overall ranking of the payment applications；
4th sequencing unit 29, for the overall ranking according to each payment applications, to all payment applications
It is ranked up, obtains the 4th ranking results；
Second recommendation unit 210, for according to second ranking results and the 4th ranking results, by ranking positive sequence
The free application of the payment applications and the second quantity of the first quantity is shown in each classification recommendation region.
Embodiment eight
As shown in figure 9, in the present embodiment, the replacement module in embodiment five includes being used to perform method in example IV
The structure of step, it includes：
4th acquiring unit 31, for the ranking results according to all payment applications, the 3rd is obtained by ranking positive sequence
The payment applications of quantity；
First replacement unit 32, when being downloaded for any payment applications by the target terminal, the institute that will be downloaded
State payment applications and replace with other payment applications in the top in the payment applications of the 3rd quantity；
Second replacement unit 33, will be by when the payment applications for the 3rd quantity are downloaded by the target terminal
The payment applications downloaded replace with the free application of same type；
5th acquiring unit 34, for the ranking results according to all free applications, the 4th is obtained by ranking positive sequence
The free application of quantity；
3rd replacement unit 35, when being downloaded for any free application by the target terminal, the institute that will be downloaded
State free application and replace with other free applications in the top in the payment applications of the 4th quantity；
4th replacement unit 36, will be by when the payment applications for the 4th quantity are downloaded by the target terminal
The free application downloaded replaces with the payment applications of same type.
The present embodiment after payment applications in the top are downloaded by recommending same type free application, in ranking
Forward free application recommends the payment expense of same type after being downloaded, it is possible to prevente effectively from recommending ranking to target terminal
Payment applications or free application rearward, it is download frequency or the higher application of income to ensure recommended application.
Embodiment nine
Figure 10 is the schematic diagram for the terminal device that one embodiment of the application provides.As shown in Figure 10, terminal device
1000 include：Processor 100, memory 101 and it is stored in the memory 101 and can be transported on the processor 100
Capable computer program 102.The processor 100 realizes above-mentioned each embodiment of the method when performing the computer program 102
In step, such as the step S10 to S30 shown in Fig. 1.Alternatively, when the processor 100 performs the computer program 102
Realize the function of each module/unit in above-mentioned each system embodiment, such as the function of module 10 to 30 shown in Fig. 6.
Exemplary, the computer program 102 can be divided into one or more module/units, it is one or
Multiple module/the units of person are stored in the memory 101, and are performed by the processor 100, to complete the application.Institute
It can be the series of computation machine programmed instruction section that can complete specific function to state one or more module/units, the instruction segment
For describing implementation procedure of the computer program 102 in the terminal device 1000.For example, the computer program
102 can be divided into acquisition module, recommending module, replacement module, and each module concrete function is as follows：
Acquisition module, for obtaining the uninstalled application of target terminal as intended application；
Recommending module, for recommending the intended application to target terminal classification, recommends region to show in each classification
Show at least one payment applications and at least one free application；
Replacement module, when being downloaded for any intended application by the target terminal, the target that will be downloaded
Using other intended applications for replacing with same type.
The terminal device 1000 can be that desktop PC, notebook, palm PC and cloud server etc. calculate
Equipment.The terminal device may include, but be not limited only to, processor 100, memory 101.Those skilled in the art can manage
Solution, Figure 10 is only the example of terminal device 1000, does not form the restriction to terminal device 1000, can be included than illustrating more
More or less components, either combines some components or different components, such as the terminal device can also include input
Output equipment, network access equipment, bus etc..
Alleged processor 100 can be central processing unit (Central Processing Unit, CPU), can also be
Other general processors, digital signal processor (Digital Signal Processor, DSP), application-specific integrated circuit
(Application Specific Integrated Circuit, ASIC), ready-made programmable gate array (Field-
Programmable Gate Array, FPGA) either other programmable logic device, discrete gate or transistor logic,
Discrete hardware components etc..General processor can be microprocessor or the processor can also be any conventional processor
Deng.
The memory 101 can be the internal storage unit of the terminal device 1000, such as terminal device 1000
Hard disk or memory.The memory 101 can also be the External memory equipment of the terminal device 1000, such as the terminal is set
The plug-in type hard disk being equipped with standby 1000, intelligent memory card (Smart Media Card, SMC), security value (s) (Secure
Digital, SD) card, flash card (Flash Card) etc..Further, the memory 101 can also both include the terminal
The internal storage unit of equipment 1000 also includes External memory equipment.The memory 101 is used to store the computer program
And other programs and data needed for the terminal device.The memory 101 can be also used for temporarily storing defeated
The data that goes out or will export.
It is apparent to those skilled in the art that for convenience of description and succinctly, only with above-mentioned each work(
Can unit, module division progress for example, in practical application, can be as needed and by above-mentioned function distribution by different
Functional unit, module are completed, i.e., the internal structure of described device are divided into different functional units or module, more than completion
The all or part of function of description.Each functional unit, module in embodiment can be integrated in a processing unit, also may be used
To be that unit is individually physically present, can also two or more units integrate in a unit, it is above-mentioned integrated
Unit can both be realized in the form of hardware, can also be realized in the form of SFU software functional unit.In addition, each function list
Member, the specific name of module are not limited to the protection domain of the application also only to facilitate mutually distinguish.Said system
The specific work process of middle unit, module, may be referred to the corresponding process in preceding method embodiment, details are not described herein.
In the above-described embodiments, the description to each embodiment all emphasizes particularly on different fields, and is not described in detail or remembers in some embodiment
The part of load, may refer to the associated description of other embodiments.
Those of ordinary skill in the art may realize that each exemplary list described with reference to the embodiments described herein
Member and algorithm steps, can be realized with the combination of electronic hardware or computer software and electronic hardware.These functions are actually
Performed with hardware or software mode, application-specific and design constraint depending on technical solution.Professional technician
Described function can be realized using distinct methods to each specific application, but this realization is it is not considered that exceed
Scope of the present application.
In embodiment provided herein, it should be understood that disclosed device/terminal device and method, can be with
Realize by another way.For example, device described above/terminal device embodiment is only schematical, for example, institute
The division of module or unit is stated, is only a kind of division of logic function, there can be other dividing mode when actually realizing, such as
Multiple units or component can combine or be desirably integrated into another system, or some features can be ignored, or not perform.Separately
A bit, shown or discussed mutual coupling or direct-coupling or communication connection can be by some interfaces, device
Or INDIRECT COUPLING or the communication connection of unit, can be electrical, machinery or other forms.
The unit illustrated as separating component may or may not be physically separate, be shown as unit
The component shown may or may not be physical location, you can with positioned at a place, or can also be distributed to multiple
In network unit.Some or all of unit therein can be selected to realize the mesh of this embodiment scheme according to the actual needs
's.
In addition, each functional unit in each embodiment of the application can be integrated in a processing unit, can also
That unit is individually physically present, can also two or more units integrate in a unit.Above-mentioned integrated list
Member can both be realized in the form of hardware, can also be realized in the form of SFU software functional unit.
If the integrated module/unit realized in the form of SFU software functional unit and as independent production marketing or
In use, it can be stored in a computer read/write memory medium.Based on such understanding, the application realizes above-mentioned implementation
All or part of flow in example method, can also instruct relevant hardware to complete, the meter by computer program
Calculation machine program can be stored in a computer-readable recording medium, the computer program when being executed by processor, it can be achieved that on
The step of stating each embodiment of the method..Wherein, the computer program includes computer program code, the computer program
Code can be source code form, object identification code form, executable file or some intermediate forms etc..Computer-readable Jie
Matter can include：Can carry any entity or device of the computer program code, recording medium, USB flash disk, mobile hard disk,
Magnetic disc, CD, computer storage, read-only storage (ROM, Read-Only Memory), random access memory (RAM,
Random Access Memory), electric carrier signal, telecommunication signal and software distribution medium etc..It is it should be noted that described
The content that computer-readable medium includes can carry out appropriate increasing according to legislation in jurisdiction and the requirement of patent practice
Subtract, such as in some jurisdictions, according to legislation and patent practice, computer-readable medium do not include be electric carrier signal and
Telecommunication signal.
Embodiment described above is only to illustrate the technical solution of the application, rather than its limitations；Although with reference to foregoing reality
Example is applied the application is described in detail, it will be understood by those of ordinary skill in the art that：It still can be to foregoing each
Technical solution described in embodiment is modified, or carries out equivalent substitution to which part technical characteristic；And these are changed
Or replace, the essence of appropriate technical solution is departed from the spirit and scope of each embodiment technical solution of the application, should all
Within the protection domain of the application.
Claims (10)
1. one kind applies recommendation method, it is characterised in that including：
The uninstalled application of target terminal is obtained as intended application；
Recommend the intended application to target terminal classification, recommend region to show at least one payment applications in each classification
With at least one free application；
When any intended application is downloaded by the target terminal, the intended application being downloaded is replaced with into same type
Other intended applications.
2. apply recommendation method as claimed in claim 1, it is characterised in that described to recommend region to show at least in each classification
One payment applications and at least one free application, including：
Obtain download time of the same type of all payment applications in preset time period；
According to the order of download time from more to less, all payment applications are ranked up, obtain the first ranking results；
Obtain download time of the same type of all free applications in preset time period；
According to the order of download time from more to less, all free applications are ranked up, obtain the second ranking results；
According to first ranking results and second sequence as a result, recommending region to show the in each classification by ranking positive sequence
The payment applications of one quantity and the free application of the second quantity.
3. apply recommendation method as claimed in claim 2, it is characterised in that described to recommend region to show at least in each classification
One payment applications and at least one free application, further include：
Obtain payment income of the same type of all payment applications in preset time period；
According to the order of payment income from high to low, all payment applications are ranked up, obtain the 3rd ranking results；
The first weight factor is assigned to ranking of each payment applications in first ranking results, to each described pair
Expense applies the ranking in the 3rd ranking results to assign the second weight factor, obtains the comprehensive row of each payment applications
Name；
According to the overall ranking of each payment applications, all payment applications are ranked up, obtain the 4th sequence knot
Fruit；
According to second ranking results and the 4th ranking results, region is recommended to show the in each classification by ranking positive sequence
The payment applications of one quantity and the free application of the second quantity.
4. such as Claims 2 or 3 any one of them application recommendation method, it is characterised in that any intended application
When being downloaded by the target terminal, the intended application being downloaded is replaced with to other intended applications of same type, including：
According to the ranking results of all payment applications, by the payment applications of ranking positive sequence the 3rd quantity of acquisition；
When any payment applications are downloaded by the target terminal, the payment applications being downloaded are replaced with into the 3rd quantity
The payment applications in other payment applications in the top；
When the payment applications of 3rd quantity are downloaded by the target terminal, the payment applications being downloaded are replaced with
The free application of same type；
According to the ranking results of all free applications, by the free application of ranking positive sequence the 4th quantity of acquisition；
When any free application is downloaded by the target terminal, the free application being downloaded is replaced with into the 4th quantity
The payment applications in other free applications in the top；
When the payment applications of 4th quantity are downloaded by the target terminal, the free application being downloaded is replaced with
The payment applications of same type.
5. apply recommendation method as claimed in claim 1, it is characterised in that any intended application is by the target terminal
During download, the intended application being downloaded is replaced with to other intended applications of same type, including：
When any payment applications are downloaded by the target terminal, the payment applications being downloaded are replaced with into same type
Other payment applications；
When same type of all payment applications are downloaded by the target terminal, the payment applications being downloaded are replaced
It is changed to the free application of same type；
When any free application is downloaded by the target terminal, the free application being downloaded is replaced with into same type
Other free applications；
When same type of all free applications are downloaded by the target terminal, the free application being downloaded is replaced
It is changed to the payment applications of same type.
6. one kind applies commending system, it is characterised in that including：
Acquisition module, for obtaining the uninstalled application of target terminal as intended application；
Recommending module, for recommending the intended application to target terminal classification, each classification recommend region show to
Few payment applications and at least one free application；
Replacement module, when being downloaded for any intended application by the target terminal, the intended application that will be downloaded
Replace with other intended applications of same type.
7. apply commending system as claimed in claim 6, it is characterised in that the recommending module includes：
First acquisition unit, for obtaining download time of the same type of all payment applications in preset time period；
First sequencing unit, for the order according to download time from more to less, is ranked up all payment applications, obtains
To the first ranking results；
Second acquisition unit, for obtaining download time of the same type of all free applications in preset time period；
Second sequencing unit, for the order according to download time from more to less, is ranked up all free applications, obtains
To the second ranking results；
First recommendation unit, for being sorted according to first ranking results and described second as a result, by ranking positive sequence each
Classification recommends region to show the payment applications of the first quantity and the free application of the second quantity.
8. apply commending system as claimed in claim 7, it is characterised in that the recommending module further includes：
3rd acquiring unit, for obtaining payment income of the same type of all payment applications in preset time period；
3rd sequencing unit, for the order according to payment income from high to low, is ranked up all payment applications, obtains
To the 3rd ranking results；
Computing unit, for ranking of each payment applications in first ranking results is assigned the first weight because
Son, the second weight factor is assigned to ranking of each payment applications in the 3rd ranking results, is obtained each described
The overall ranking of payment applications；
4th sequencing unit, for the overall ranking according to each payment applications, arranges all payment applications
Sequence, obtains the 4th ranking results；
Second recommendation unit, for according to second ranking results and the 4th ranking results, by ranking positive sequence each
Classification recommends region to show the payment applications of the first quantity and the free application of the second quantity.
9. a kind of terminal device, including memory, processor and it is stored in the memory and can be on the processor
The computer program of operation, it is characterised in that the processor realizes such as claim 1 to 5 when performing the computer program
The step of any one the method.
10. a kind of computer-readable recording medium, the computer-readable recording medium storage has computer program, its feature exists
In when the computer program is executed by processor the step of realization such as any one of claim 1 to 5 the method.
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| CN201711293240.5A CN108038758B (en) | 2017-12-08 | 2017-12-08 | Application recommendation method and system and terminal equipment |
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| CN108038758B (en) | 2021-01-29 |
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