CN108322523A - Method, server and mobile terminal are recommended in a kind of application - Google Patents
Method, server and mobile terminal are recommended in a kind of application Download PDFInfo
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- CN108322523A CN108322523A CN201810052792.5A CN201810052792A CN108322523A CN 108322523 A CN108322523 A CN 108322523A CN 201810052792 A CN201810052792 A CN 201810052792A CN 108322523 A CN108322523 A CN 108322523A
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L67/00—Network arrangements or protocols for supporting network services or applications
- H04L67/50—Network services
- H04L67/55—Push-based network services
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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
- G06F16/95—Retrieval from the web
- G06F16/953—Querying, e.g. by the use of web search engines
- G06F16/9535—Search customisation based on user profiles and personalisation
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L67/00—Network arrangements or protocols for supporting network services or applications
- H04L67/01—Protocols
- H04L67/06—Protocols specially adapted for file transfer, e.g. file transfer protocol [FTP]
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04M—TELEPHONIC COMMUNICATION
- H04M1/00—Substation equipment, e.g. for use by subscribers
- H04M1/72—Mobile telephones; Cordless telephones, i.e. devices for establishing wireless links to base stations without route selection
- H04M1/724—User interfaces specially adapted for cordless or mobile telephones
- H04M1/72403—User interfaces specially adapted for cordless or mobile telephones with means for local support of applications that increase the functionality
- H04M1/72406—User interfaces specially adapted for cordless or mobile telephones with means for local support of applications that increase the functionality by software upgrading or downloading
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- General Engineering & Computer Science (AREA)
- General Physics & Mathematics (AREA)
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- Information Transfer Between Computers (AREA)
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- Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
Abstract
The invention discloses a kind of application recommendation method, server and mobile terminal, methods to include：Obtain the application searches request for carrying subscriber identity information that mobile terminal is sent；According to subscriber identity information, to the recommendation list of application of mobile terminal sending application searching request；Selected candidate application in list of application will be recommended to be determined as intended application and be sent to mobile terminal.Wherein, the candidate application of each of list of application is recommended to be corresponding with respective detail information.The server of the present invention is in the application searches request for getting mobile terminal transmission, corresponding personalized recommendation list of application is determined according to the subscriber identity information of mobile terminal, each candidate in the recommendation list of application, which should have, to be corresponding with respective detail information and is checked for user, user can select the application oneself needed by detail information, improve the accuracy that application is recommended and downloaded.
Description
Technical field
The present invention relates to fields of communication technology more particularly to a kind of application to recommend method, server and mobile terminal.
Background technology
With enriching constantly for internet information, various applications are also more and more, user can by application shop search for and
Download application.But user is when application shop searches for certain type application at present, has multiple applications of same type to occur, user
It can not determine which is required using oneself is only, it is not the application of oneself needs that user, which may download some originally, etc.
It is unloaded again again after the completion of downloading, it is poor using the accuracy of recommendation.
Invention content
An embodiment of the present invention provides a kind of applications to recommend method, server and mobile terminal, to solve in the prior art
Using the problem for recommending accuracy difference.
In a first aspect, an embodiment of the present invention provides a kind of applications to recommend method, it is applied to server, including：
Obtain the application searches request for carrying subscriber identity information that mobile terminal is sent；
According to subscriber identity information, to the recommendation list of application of mobile terminal sending application searching request；Wherein, recommend to answer
It is corresponding with respective detail information with the candidate application of each of list, detail information includes：With the download feelings of candidate's application
The relevant statistical information of condition and the relevant interface information of operation applied with candidate；
Selected candidate application in list of application will be recommended to be determined as intended application and be sent to mobile terminal.
Second aspect, the embodiment of the present invention additionally provide a kind of server, which is characterized in that including：
First acquisition module, the application searches request for carrying subscriber identity information for obtaining mobile terminal transmission；
First sending module, for according to subscriber identity information, being answered to the recommendation of mobile terminal sending application searching request
Use list；Wherein, the candidate application of each of list of application is recommended to be corresponding with respective detail information, detail information includes：
The relevant interface information of operation with the relevant statistical information of download situation of candidate's application and with candidate's application；
Second sending module, for selected candidate application will to be recommended in list of application to be determined as intended application and sent
To mobile terminal.
The third aspect, the embodiment of the present invention additionally provide a kind of server, and server includes processor, memory and deposits
It is stored in the computer program that can be run on memory and on a processor, processor realizes above-mentioned answer when executing computer program
With the step of recommending method.
Fourth aspect, the embodiment of the present invention additionally provide a kind of application recommendation method, are applied to mobile terminal, including：
The application searches request for carrying subscriber identity information is sent to server；
Receive the recommendation list of application for the application searches request that server is determined according to subscriber identity information；Wherein, recommend
The candidate application of each of list of application is corresponding with respective detail information, and detail information includes：With the download of candidate's application
The relevant statistical information of situation and the relevant interface information of operation applied with candidate；
The intended application in list of application and download are recommended in selection.
5th aspect, the embodiment of the present invention additionally provide a kind of mobile terminal, including：
First request module, for sending the application searches request for carrying subscriber identity information to server；
First receiving module, the recommendation for receiving the application searches request that server is determined according to subscriber identity information are answered
Use list；Wherein, the candidate application of each of list of application is recommended to be corresponding with respective detail information, detail information includes：
The relevant interface information of operation with the relevant statistical information of download situation of candidate's application and with candidate's application；
Download module recommends the intended application in list of application and download for selecting.
6th aspect, the embodiment of the present invention additionally provide a kind of mobile terminal, and mobile terminal includes processor, memory,
It is stored in the computer program that can be run on memory and on a processor, processor is realized above-mentioned when executing computer program
Using the step of recommending method.
7th aspect, the embodiment of the present invention additionally provide a kind of computer readable storage medium, computer-readable storage medium
The step of being stored with computer program in matter, above-mentioned application recommendation method realized when computer program is executed by processor.
In this way, the server of the embodiment of the present invention get mobile terminal transmission application searches request when, according to shifting
The subscriber identity information of dynamic terminal determines corresponding personalized recommendation list of application, and each candidate in the recommendation list of application answers
Have and be corresponding with respective detail information and checked for user, user can select the application oneself needed by detail information, improve
Using the accuracy recommended and downloaded.
Description of the drawings
In order to illustrate the technical solution of the embodiments of the present invention more clearly, below by institute in the description to the embodiment of the present invention
Attached drawing to be used is needed to be briefly described, it should be apparent that, the accompanying drawings in the following description is only some implementations of the present invention
Example, for those of ordinary skill in the art, without having to pay creative labor, can also be according to these attached drawings
Obtain other attached drawings.
Fig. 1 shows the flow diagrams that server side application in the embodiment of the present invention recommends method；
Fig. 2 indicates the modular structure schematic diagram figure of server in the embodiment of the present invention；
Fig. 3 indicates the server block diagram of the embodiment of the present invention；
Fig. 4 indicates the flow diagram of mobile terminal side application recommendation method in the embodiment of the present invention；
Fig. 5 indicates the candidate display interface schematic diagram for applying detail information in the embodiment of the present invention；
Fig. 6 indicates the modular structure schematic diagram of the mobile terminal of the embodiment of the present invention；
Fig. 7 indicates the mobile terminal block diagram of the embodiment of the present invention.
Specific implementation mode
Exemplary embodiment of the present invention is more fully described below with reference to accompanying drawings.Although showing the present invention in attached drawing
Exemplary embodiment, it being understood, however, that may be realized in various forms the present invention without should be by embodiments set forth here
It is limited.It is to be able to be best understood from the present invention on the contrary, providing these embodiments, and can be by the scope of the present invention
Completely it is communicated to those skilled in the art.
As shown in Figure 1, the embodiment provides a kind of applications to recommend method, it is applied to server, this method tool
Body includes：
Step 101：Obtain the application searches request for carrying subscriber identity information that mobile terminal is sent.
Wherein, server refers to that the background server of application shop, subscriber identity information include but not limited to following several
Kind：Terminal ID number, phone number, the account information of application shop, the account information etc. of social program.When mobile terminal is to application
When the server sending application searching request in shop, application searches request in addition to carry intended application keyword message,
Also carry subscriber identity information.
Step 102：According to subscriber identity information, to the recommendation list of application of mobile terminal sending application searching request.
Wherein, the subscriber identity information during server is asked according to application searches searches the similar users of mobile terminal, root
According to the download situation of similar users, determines the recommendation list of application of the mobile terminal and be sent to the mobile terminal.Wherein, recommend
List of application includes at least two candidate applications, and the candidate application of each of list of application is recommended to be corresponding with respective details
Information, detail information include：It is to the relevant statistical information of download situation that candidate applies and related with the operation of candidate's application
Interface information.Wherein, statistical information includes：Download, positive rating start Annual distribution, download user's sex ratio and year
Age ratio.Interface information is the picture of silence screenshotss when candidate application starts.
Step 103：Selected candidate application in list of application will be recommended to be determined as intended application and be sent to mobile whole
End.
Server will recommend list of application to be sent to mobile terminal, some time in the recommendation list of application may be selected in user
Choosing application is downloaded, and mobile terminal sends to server when getting the touch control operation of the candidate application of selection and downloads request,
So that selected candidate application is determined as intended application and is sent to the download that mobile terminal completes application by server.
Further, step 102 can refer to the following following manner that is not limited to and realize：
Mode one determines the similar users for being higher than default similarity threshold with subscriber identity information similarity；According to application
The corresponding request application of searching request, obtains the user information that history downloads request application, generates the recommendation of application searches request
List of application is simultaneously sent to mobile terminal.
Wherein, it is that the number of similar users or ratio are more than pre-determined threshold in user information to recommend the application in list of application
Application.Subscriber identity information can be the account information under various applications, account information record age of user, gender,
The customized informations such as affiliated area, occupation, server can be searched when receiving application searches request according to subscriber identity information
Similar users are super further according to similar users number in the download of the application of keyword match in being asked with application searches or ratio
The application of pre-determined threshold is crossed, the recommendation list of application of application searches request is generated.That is, the recommendation application that server generates
Candidate application in list be and application searches request in keyword match application download in similar users number or ratio
Example is more than the application of pre-determined threshold, can be reached for the purpose that mobile terminal recommends personalized candidate application in this way.
Mode two, according to subscriber identity information, determine corresponding good friend user；Corresponding request is asked according to application searches
Using acquisition history downloads the user information of request application, generates the recommendation list of application that application searches are asked and is simultaneously sent to shifting
Dynamic terminal.
Wherein, recommend the number or ratio that the application in list of application is good friend user described in user information more than default
The application of thresholding.Subscriber identity information can be the account information under various applications, can be added under various account informations multiple
Good friend, in this way, server can determine its good friend user according to subscriber identity information, according to keyword in being asked with application searches
Good friend's number of users or ratio are more than the application of pre-determined threshold in the download for the application matched, and generate the recommendation of application searches request
List of application.That is, the candidate application recommended in list of application that server generates is crucial in being asked with application searches
Good friend's number of users or ratio are more than the application of pre-determined threshold in the download of the matched application of word, can be reached for moving in this way
Terminal recommends the purpose of personalized candidate application.
In addition, can also be requested with professional, institute to mobile terminal sending application searching request according to subscriber identity information
The recommendation list of application of the personalization such as possession area.
Further, further include after step 102：Obtain the details solicited message that mobile terminal is sent；In detail according to this
Feelings solicited message will be sent to mobile terminal with particular candidate using associated detail information.Wherein, details solicited message is used
The detail information that particular candidate is applied in list of application, particular candidate is recommended to apply that candidate in list of application is recommended to answer in request
One in.Mobile terminal is in any candidate application upper specific operation action in getting recommendation list of application, to service
Device sends the details solicited message of candidate application.
In server according to details solicited message, movement will be sent to eventually using associated detail information with particular candidate
Further include before the step of end：Obtain the relevant interface information of the operation applied with particular candidate of other mobile terminals transmission.
Wherein, interface information is other mobile terminals screenshotss and transmission in the operational process that particular candidate is applied, other movements are eventually
End refers to down the terminal for being loaded with particular candidate application.That is, specific contextual model can be arranged in mobile terminal, in the spy
Under fixed contextual model, mobile terminal can report some behavioral datas to the server of application shop, and server passes through big data
The behavioural habits for a little obtaining different user are buried, when such as application using certain money, can be reported in the random silent screenshotss in backstage
User uses the specific situation applied.The big data platform of server carries out Macro or mass analysis to reported data, obtains certain application
Detail information, such as：User's male to female ratio, age of user section Crowds Distribute ratio, user's positive rating, good friend use number, good
Friend uses duration etc. using peak period, good friend；Classification, classification storage also are identified to the picture of silent screenshotss simultaneously.
Similarly, selected candidate application is determined as intended application and is sent in server will recommend list of application
Further include after the step of mobile terminal：Obtain the mobile terminal screenshotss and target of transmission in the operational process of intended application
Application interface information, that is to say, that after mobile terminal downloads intended application, the service condition of the application also can be transmitted to clothes
Business device, does not download the mobile terminal that the target is answered for other in order to server and provides detail information.
In the application recommendation method of the embodiment of the present invention, server is in the application searches request for getting mobile terminal transmission
When, corresponding personalized recommendation list of application is determined according to the subscriber identity information of mobile terminal, in the recommendation list of application
Each candidate, which should have, to be corresponding with respective detail information and is checked for user, and user can select oneself to need by detail information
Using the accuracy for improving application recommendation and downloading.
Above example describes in detail apply recommendation method under different scenes respectively, below in conjunction with Fig. 2 pairs and its
Corresponding server is described further.
As shown in Fig. 2, the server 200 of the embodiment of the present invention, can realize that obtaining mobile terminal in above-described embodiment sends
Carry subscriber identity information application searches request；According to subscriber identity information, asked to the search of mobile terminal sending application
The recommendation list of application asked；Wherein, the candidate application of each of list of application is recommended to be corresponding with respective detail information, details
Information includes：Believe with the relevant statistical information of download situation of candidate's application and with the relevant interface of operation of candidate's application
Breath；Selected candidate application in list of application will be recommended to be determined as intended application and be sent to the details of mobile terminal method,
And reach identical effect, which specifically includes following functions module：
First acquisition module 210, the application searches for carrying subscriber identity information for obtaining mobile terminal transmission are asked
It asks；
First sending module 220 is used for according to subscriber identity information, the recommendation to mobile terminal sending application searching request
List of application；Wherein, the candidate application of each of list of application is recommended to be corresponding with respective detail information, detail information packet
It includes：The relevant interface information of operation with the relevant statistical information of download situation of candidate's application and with candidate's application；
Second sending module 230, for selected candidate application in list of application will to be recommended to be determined as intended application simultaneously
It is sent to mobile terminal.
Wherein, the first sending module 220 includes：
First determination sub-module, for determining the similar use for being higher than default similarity threshold to subscriber identity information similarity
Family；
First sending submodule obtains history download request and answers for asking corresponding request to be applied according to application searches
User information generates the recommendation list of application of application searches request and is sent to mobile terminal；Wherein, recommend list of application
In application be user information in similar users number or ratio be more than pre-determined threshold application.
Wherein, the first sending module 220 further includes：
Second determination sub-module, for according to subscriber identity information, determining corresponding good friend user；
Second sending submodule obtains history download request and answers for asking corresponding request to be applied according to application searches
User information generates the recommendation list of application of application searches request and is sent to mobile terminal；Wherein, recommend list of application
In application be user information in good friend user number or ratio be more than pre-determined threshold application.
Wherein, server 200 further includes：
Second acquisition module, the details solicited message for obtaining mobile terminal transmission；Wherein, details solicited message is used for
Request recommends the detail information that particular candidate is applied in list of application, particular candidate to apply to recommend candidate application in list of application
In one；
Third sending module, for according to details solicited message, will be sent out using associated detail information with particular candidate
It send to mobile terminal.
Wherein, server 200 further includes：
Third acquisition module, the relevant interface of the operation applied with particular candidate for obtaining the transmission of other mobile terminals
Information；Wherein, interface information is other mobile terminals screenshotss and transmission in the operational process that particular candidate is applied.
Wherein, server 200 further includes：
4th acquisition module, for obtaining the mobile terminal screenshotss and target of transmission is answered in the operational process of intended application
Use interface information.
It is worth noting that the server of the embodiment of the present invention is to recommend method corresponding with above application, the above method
Embodiment and realization technique effect suitable for the embodiment of the server.Wherein, which is getting shifting
When the application searches request that dynamic terminal is sent, corresponding personalized recommendation application is determined according to the subscriber identity information of mobile terminal
List, each candidate in the recommendation list of application, which should have, to be corresponding with respective detail information and is checked for user, user Ke Tong
The application that detail information selects oneself to need is crossed, the accuracy that application is recommended and downloaded is improved.
In order to preferably realize above-mentioned purpose, the embodiments of the present invention also provide a kind of server, which includes
Processor, memory and it is stored in the computer program that can be run on memory and on a processor, processor executes calculating
It is realized when machine program as described above using the step in recommendation method.Inventive embodiments additionally provide a kind of computer-readable deposit
Storage media is stored with computer program on the computer readable storage medium, is realized such as when computer program is executed by processor
Above the step of application recommendation method.
Specifically, the embodiments of the present invention also provide a kind of servers.As shown in figure 3, the server 300 includes：Place
Manage device 31, memory 32 and transceiver 33.Processor 31 is connect with memory 32, to call the program in memory 32, is executed
Operation described in above method embodiment.
Here processor 31 can be a processor, can also be the general designation of multiple processing elements, for example, the processing
One or more integrated circuits of device 31, such as：One or more microprocessors DSP, or, one or more field-programmable
Gate array FPGA etc..Memory element can be a memory, can also be the general designation of multiple memory elements.
Memory 32 can be volatile memory or nonvolatile memory, or may include that volatile and non-volatile is deposited
Both reservoirs.Wherein, nonvolatile memory can be read-only memory (Read-Only Memory, abbreviation ROM), may be programmed
Read-only memory (Programmable ROM, abbreviation PROM), Erasable Programmable Read Only Memory EPROM (Erasable PROM, letter
Claim EPROM), electrically erasable programmable read-only memory (Electrically EPROM, abbreviation EEPROM) or flash memory.Volatibility
Memory can be random access memory (Random Access Memory, abbreviation RAM), be used as External Cache.
By exemplary but be not restricted explanation, the RAM of many forms is available, such as static RAM (Static
RAM, abbreviation SRAM), dynamic random access memory (Dynamic RAM, abbreviation DRAM), Synchronous Dynamic Random Access Memory
(Synchronous DRAM, abbreviation SDRAM), double data speed synchronous dynamic RAM (Double Data
Rate SDRAM, abbreviation DDRSDRAM), enhanced Synchronous Dynamic Random Access Memory (Enhanced SDRAM, referred to as
ESDRAM), synchronized links dynamic random access memory (Synchlink DRAM, abbreviation SLDRAM) and direct rambus with
Machine accesses memory (Direct Rambus RAM, abbreviation DRRAM).Memory 32 described herein is intended to
In the memory of these and any other suitable type.
Specifically, the server of the embodiment of the present invention further includes：It is stored on memory 32 and can be transported on processor 31
Capable computer program, processor 31 call the computer program in memory 32 to execute the method that each module executes shown in Fig. 2.
Specifically, can be used for executing when computer program is called by processor 31：Obtain carrying for mobile terminal transmission
The application searches of subscriber identity information are asked；
According to subscriber identity information, to the recommendation list of application of mobile terminal sending application searching request；Wherein, recommend to answer
It is corresponding with respective detail information with the candidate application of each of list, detail information includes：With the download feelings of candidate's application
The relevant statistical information of condition and the relevant interface information of operation applied with candidate；
Selected candidate application in list of application will be recommended to be determined as intended application and be sent to mobile terminal.
Specifically, can be used for executing when computer program is called by processor 31：It determines and subscriber identity information similarity
Higher than the similar users of default similarity threshold；
Corresponding request application is asked according to application searches, obtains the user information that history downloads request application, generation is answered
With the recommendation list of application of searching request and it is sent to mobile terminal；Wherein, it is user information to recommend the application in list of application
The number or ratio of middle similar users are more than the application of pre-determined threshold.
Specifically, can be used for executing when computer program is called by processor 31：According to subscriber identity information, determine corresponding
Good friend user；
Corresponding request application is asked according to application searches, obtains the user information that history downloads request application, generation is answered
With the recommendation list of application of searching request and it is sent to mobile terminal；Wherein, it is user information to recommend the application in list of application
The number or ratio of middle good friend user is more than the application of pre-determined threshold.
Specifically, can be used for executing when computer program is called by processor 31：The details that mobile terminal is sent are obtained to ask
Seek information；Wherein, the detail information that details solicited message is used to ask to recommend that particular candidate is applied in list of application, particular candidate
Using one in being applied for candidate in recommendation list of application；
According to details solicited message, mobile terminal will be sent to using associated detail information with particular candidate.
Specifically, can be used for executing when computer program is called by processor 31：Obtain other mobile terminals transmission with
The relevant interface information of operation of particular candidate application；Wherein, interface information is that other mobile terminals are applied in particular candidate
In operational process screenshotss and send.
Specifically, can be used for executing when computer program is called by processor 31：Mobile terminal is obtained in intended application
Screenshotss and the intended application interface information of transmission in operational process.
Wherein, statistical information includes：Download, positive rating start Annual distribution, download user's sex ratio and age ratio
Example.
Server in the embodiment of the present invention, in the application searches request for getting mobile terminal transmission, according to movement
The subscriber identity information of terminal determines corresponding personalized recommendation list of application, each of recommendation list of application candidate Ying You
It is corresponding with respective detail information to check for user, user can select the application oneself needed, raising to answer by detail information
With the accuracy recommended and downloaded.
Above from server side describe the embodiment of the present invention apply recommendation method, below the present embodiment will be in conjunction with attached drawing
Mobile terminal side is described further using recommendation method.
As shown in figure 4, the embodiment of the present invention applies recommendation method, it is applied to mobile terminal, specifically includes following steps：
Step 401：The application searches request for carrying subscriber identity information is sent to server.
Wherein, server refers to that the background server of application shop, subscriber identity information include but not limited to following several
Kind：Terminal ID number, phone number, the account information of application shop, the account information etc. of social program.
Step 402：Receive the recommendation list of application for the application searches request that server is determined according to subscriber identity information.
Wherein, it includes at least two candidate applications to recommend list of application, recommends the candidate application of each of list of application
It is corresponding with respective detail information, detail information includes：With candidate application the relevant statistical information of download situation and with
The relevant interface information of operation of candidate's application.Wherein, statistical information includes：Download, positive rating, start Annual distribution, under
Carry user's sex ratio and ratio of age.Interface information is the picture of silence screenshotss when candidate application starts.
Step 403：It determines and recommends the intended application in list of application and download.
User may be selected some candidate's application in the recommendation list of application and be downloaded, and mobile terminal is getting selection
When the touch control operation of candidate's application, is sent to server and download request, server is asked according to the download, by selected candidate
Using be determined as intended application and be sent to mobile terminal complete application download.
Further include after step 402：Request, which is sent, to server recommends the details that particular candidate is applied in list of application
The details solicited message of information；Receive server transmission applies associated detail information with particular candidate；By presetting boundary
Face is shown applies associated detail information with particular candidate.Wherein, particular candidate is applied to recommend candidate in list of application to answer
One in.Specifically, mobile terminal get recommend list of application in any candidate application upper specific operation action when,
The details solicited message that the candidate applies is sent to server.As shown in figure 5, for example, mobile terminal sends carrying to server
There are the application searches of search key U.S. face to ask, server asks to send according to the application searches recommends list of application, such as Fig. 5
Shown in middle the first from left figure, the right side of the candidate application of each of list of application is recommended to show that a function button, button text are " in detail
Feelings information ".After user clicks " detail information " on some application right side, mobile terminal sends request to server and recommends application row
The details solicited message of the detail information of particular candidate application (such as U.S. face camera) in table；Receive server send with specific time
Associated detail information is applied in choosing；And associated detail information, such as Fig. 5 are applied with particular candidate by default interface display
The second from left figure shown in, when user clicks " detail information " of U.S. face right side of camera, it can be seen that relevant with U.S. face camera
Detail information presets interface display user's positive rating associated with U.S. face camera, good friend uses number, male to female ratio, use
The statistical informations such as peak period, Crowds Distribute and a preview function button, the preview function button for control display with
The U.S. associated interface information of face camera.It is mobile whole as shown in a right figure in Fig. 5 when the user clicks when the preview function button
End enters a picture carousel interface, and the picture of displaying is the interface information associated with U.S. face camera that server issues, should
Interface information is the picture that the user that other mobile terminals that server is collected are reported in the silent screenshotss in backstage uses U.S. face camera.
Specifically, server is related by the application collected to the associated social good friend of the mobile terminal shares in social networking application
Use gains in depth of comprehension, sectional drawing, effect photo etc., shown on the recommendation interface of the application.Further, user can also select
The service condition for selecting some specific good friend is checked, and these contents can carry out key by the information shared to good friend
The modes such as word is searched, application image matches obtain.
Similarly, after step 403, further include：In the operational process of intended application, the operation of interception and intended application
Relevant intended application interface information；Intended application interface information is reported into server.That is when mobile terminal is downloaded
After intended application, server can be also reported to the service condition of the application, in order to which server is that other do not download the target
The mobile terminal answered provides detail information.
In the application recommendation method of the embodiment of the present invention, mobile terminal is to server sending application searching request, server
Subscriber identity information in being asked according to application searches determines corresponding personalized recommendation list of application and feeds back to mobile terminal,
Each candidate in the recommendation list of application, which should have, to be corresponding with respective detail information and is checked for user, and user can pass through movement
The detail information that terminal is shown selects the application oneself needed, improves the accuracy that application is recommended and downloaded.
Above example describes and applies recommendation method under different scenes, below in conjunction with attached drawing to corresponding shifting
Dynamic terminal is described further.
As shown in fig. 6, the movement 600 of the embodiment of the present invention, can realize in above-described embodiment and be carried to server transmission
The application searches of subscriber identity information are asked；Receive the recommendation for the application searches request that server is determined according to subscriber identity information
List of application；Wherein, the candidate application of each of list of application is recommended to be corresponding with respective detail information, detail information packet
It includes：The relevant interface information of operation with the relevant statistical information of download situation of candidate's application and with candidate's application；It determines
Recommend the details of the intended application and method for down loading in list of application, and reach identical effect, which specifically wraps
Include following functions module：
First request module 610, for sending the application searches request for carrying subscriber identity information to server；
First receiving module 620, for receiving pushing away for application searches request that server determines according to subscriber identity information
Recommend list of application；Wherein, the candidate application of each of list of application is recommended to be corresponding with respective detail information, detail information packet
It includes：The relevant interface information of operation with the relevant statistical information of download situation of candidate's application and with candidate's application；
Download module 630 recommends the intended application in list of application and download for determining.
Wherein, mobile terminal 600 further includes：
Second request module recommends the detail information that particular candidate is applied in list of application for sending request to server
Details solicited message；Wherein, particular candidate is applied as one in candidate application in recommendation list of application；
Second receiving module, for receive server transmission with particular candidate apply associated detail information；
Display module, for applying associated detail information with particular candidate by default interface display.
Wherein, mobile terminal 600 further includes：
Interception module, in the operational process of intended application, intercepting and being answered with the relevant target of operation of intended application
Use interface information；
Reporting module, for intended application interface information to be reported to server.
The mobile terminal of the embodiment of the present invention is asked to server sending application searching request, server according to application searches
In subscriber identity information determine corresponding personalized recommendation list of application and feed back to mobile terminal, in the recommendation list of application
Each candidate should have and be corresponding with respective detail information and checked for user, user can be believed by the details that mobile terminal is shown
The application that breath selection needs oneself improves the accuracy that application is recommended and downloaded.
Further, the hardware architecture diagram of Fig. 7 a kind of mobile terminals of each embodiment to realize the present invention, the shifting
Moving terminal 70 includes but not limited to：Radio frequency unit 71, network module 72, audio output unit 73, input unit 74, sensor
75, the components such as display unit 76, user input unit 77, interface unit 78, memory 79, processor 710 and power supply 711.
It will be understood by those skilled in the art that mobile terminal structure shown in Fig. 7 does not constitute the restriction to mobile terminal, it is mobile whole
End may include either combining certain components or different components arrangement than illustrating more or fewer components.In the present invention
In embodiment, mobile terminal includes but not limited to mobile phone, tablet computer, laptop, palm PC, car-mounted terminal, can wear
Wear equipment and pedometer etc..
Wherein, radio frequency unit 71, for sending the application searches request for carrying subscriber identity information to server；It receives
The recommendation list of application for the application searches request that the server is determined according to the subscriber identity information；Wherein, described
The candidate application of each of list of application is recommended to be corresponding with respective detail information, the detail information includes：With the time
Select the relevant statistical information of download situation of application and the relevant interface information of operation with the candidate application；
Processor 710, for determining intended application and download in the recommendation list of application.
The mobile terminal of the embodiment of the present invention, to server sending application searching request, server is asked according to application searches
Subscriber identity information in asking determines corresponding personalized recommendation list of application and feeds back to mobile terminal, the recommendation list of application
In each candidate should have and be corresponding with respective detail information and checked for user, the details that user can be shown by mobile terminal
Information selects the application oneself needed, improves the accuracy that application is recommended and downloaded.
It should be understood that the embodiment of the present invention in, radio frequency unit 71 can be used for receiving and sending messages or communication process in, signal
It sends and receivees, specifically, after the downlink data from base station is received, is handled to processor 710；In addition, by the number of uplink
According to being sent to base station.In general, radio frequency unit 71 include but not limited to antenna, at least one amplifier, transceiver, coupler,
Low-noise amplifier, duplexer etc..In addition, radio frequency unit 71 can also system and network and other equipment be logical by radio communication
Letter.
Mobile terminal has provided wireless broadband internet to the user by network module 72 and has accessed, and such as helps user's transmitting-receiving
Email, browsing webpage and access streaming video etc..
It is that audio output unit 73 can receive radio frequency unit 71 or network module 72 or stored in memory 79
Audio data be converted into audio signal and export be sound.Moreover, audio output unit 73 can also be provided with movement eventually
The relevant audio output of specific function (for example, call signal receives sound, message sink sound etc.) that end 70 executes.Audio
Output unit 73 includes loud speaker, buzzer and receiver etc..
Input unit 74 is for receiving audio or video signal.Input unit 74 may include graphics processor
(Graphics Processing Unit, GPU) 741 and microphone 742, graphics processor 741 in video acquisition mode or
The image data of the static images or video that are obtained by image capture apparatus (such as camera) in image capture mode is handled.
Treated, and picture frame may be displayed on display unit 76.Through graphics processor 741, treated that picture frame can be stored in
It is sent in memory 79 (or other storage mediums) or via radio frequency unit 71 or network module 72.Microphone 742 can
To receive sound, and can be audio data by such acoustic processing.Treated, and audio data can be in telephone relation
The format output of mobile communication base station can be sent to via radio frequency unit 71 by being converted in the case of pattern.
Mobile terminal 70 further includes at least one sensor 75, such as optical sensor, motion sensor and other sensings
Device.Specifically, optical sensor includes ambient light sensor and proximity sensor, wherein ambient light sensor can be according to ambient light
The light and shade of line adjusts the brightness of display panel 761, and proximity sensor can close display when mobile terminal 70 is moved in one's ear
Panel 761 and/or backlight.As a kind of motion sensor, accelerometer sensor can detect in all directions (generally three
Axis) acceleration size, size and the direction of gravity are can detect that when static, it is (such as horizontal to can be used to identify mobile terminal posture
Vertical screen switching, dependent game, magnetometer pose calibrating), Vibration identification correlation function (such as pedometer, tap) etc.；Sensor
75 can also include fingerprint sensor, pressure sensor, iris sensor, molecule sensor, gyroscope, barometer, hygrometer,
Thermometer, infrared sensor etc., details are not described herein.
Display unit 76 is for showing information input by user or being supplied to the information of user.Display unit 76 may include
Liquid crystal display (Liquid Crystal Display, LCD), Organic Light Emitting Diode may be used in display panel 761
Forms such as (Organic Light-Emitting Diode, OLED) configure display panel 761.
User input unit 77 can be used for receiving the number or character information of input, and generate the user with mobile terminal
Setting and the related key signals input of function control.Specifically, user input unit 77 include touch panel 771 and other
Input equipment 772.Touch panel 771, also referred to as touch screen collect user on it or neighbouring touch operation (for example are used
Family uses the behaviour of any suitable object or attachment on touch panel 771 or near touch panel 771 such as finger, stylus
Make).Touch panel 771 may include both touch detecting apparatus and touch controller.Wherein, touch detecting apparatus detection is used
The touch orientation at family, and the signal that touch operation is brought is detected, transmit a signal to touch controller；Touch controller is from touch
Touch information is received in detection device, and is converted into contact coordinate, then gives processor 710, is received processor 710 and is sent
Order and executed.Furthermore, it is possible to be realized using multiple types such as resistance-type, condenser type, infrared ray and surface acoustic waves
Touch panel 771.In addition to touch panel 771, user input unit 77 can also include other input equipments 772.Specifically,
His input equipment 772 can include but is not limited to physical keyboard, function key (such as volume control button, switch key etc.), rail
Mark ball, mouse, operating lever, details are not described herein.
Further, touch panel 771 can be covered on display panel 761, when touch panel 771 detect on it or
After neighbouring touch operation, processor 710 is sent to determine the type of touch event, is followed by subsequent processing device 710 according to touch thing
The type of part provides corresponding visual output on display panel 761.Although touch panel 771 and display panel 761 in the figure
It is the function that outputs and inputs of mobile terminal to be realized as two independent components, but in some embodiments it is possible to incite somebody to action
Touch panel 771 is integrated with display panel 761 and realizes the function that outputs and inputs of mobile terminal, does not limit herein specifically.
Interface unit 78 is the interface that external device (ED) is connect with mobile terminal 70.For example, external device (ED) may include wired
Or wireless head-band earphone port, external power supply (or battery charger) port, wired or wireless data port, storage card end
Mouth, port, the port audio input/output (I/O), video i/o port, earphone end for connecting the device with identification module
Mouthful etc..Interface unit 78 can be used for receiving the input (for example, data information, electric power etc.) from external device (ED) and will
The one or more elements or can be used in mobile terminal 70 and outside that the input received is transferred in mobile terminal 70
Transmission data between device.
Memory 79 can be used for storing software program and various data.Memory 79 can mainly include storing program area and
Storage data field, wherein storing program area can storage program area, application program (such as the sound needed at least one function
Playing function, image player function etc.) etc.；Storage data field can be stored uses created data (such as sound according to mobile phone
Frequency evidence, phone directory etc.) etc..In addition, memory 79 may include high-speed random access memory, can also include non-volatile
Memory, for example, at least a disk memory, flush memory device or other volatile solid-state parts.
Processor 710 is the control centre of mobile terminal, utilizes each of various interfaces and the entire mobile terminal of connection
A part by running or execute the software program and/or module that are stored in memory 79, and calls and is stored in memory
Data in 79 execute the various functions and processing data of mobile terminal, to carry out integral monitoring to mobile terminal.Processor
710 may include one or more processing units；Preferably, processor 710 can integrate application processor and modem processor,
Wherein, the main processing operation system of application processor, user interface and application program etc., modem processor mainly handles nothing
Line communicates.It is understood that above-mentioned modem processor can not also be integrated into processor 710.
Mobile terminal 70 can also include the power supply 711 (such as battery) powered to all parts, it is preferred that power supply 711
Can be logically contiguous by power-supply management system and processor 710, to realize management charging by power-supply management system, put
The functions such as electricity and power managed.
In addition, mobile terminal 70 includes some unshowned function modules, details are not described herein.
Preferably, the embodiment of the present invention also provides a kind of mobile terminal, including processor 710, and memory 79 is stored in
It is real when which is executed by processor 110 on reservoir 79 and the computer program that can be run on the processor 710
Existing above application recommends each process of embodiment of the method, and can reach identical technique effect, to avoid repeating, here no longer
It repeats.
The embodiment of the present invention also provides a kind of computer readable storage medium, and meter is stored on computer readable storage medium
Calculation machine program realizes that above application recommends each process of embodiment of the method, and energy when the computer program is executed by processor
Reach identical technique effect, to avoid repeating, which is not described herein again.Wherein, the computer readable storage medium, such as only
Read memory (Read-Only Memory, abbreviation ROM), random access memory (Random Access Memory, abbreviation
RAM), magnetic disc or CD etc..
Those of ordinary skill in the art may realize that lists described in conjunction with the examples disclosed in the embodiments of the present disclosure
Member and algorithm steps can be realized with the combination of electronic hardware or computer software and electronic hardware.These functions are actually
It is implemented in hardware or software, depends on the specific application and design constraint of technical solution.Professional technician
Each specific application can be used different methods to achieve the described function, but this realization is it is not considered that exceed
The scope of the present invention.
It is apparent to those skilled in the art that for convenience and simplicity of description, the system of foregoing description,
The specific work process of device and unit, can refer to corresponding processes in the foregoing method embodiment, and details are not described herein.
In embodiment provided herein, it should be understood that disclosed device and method can pass through others
Mode is realized.For example, the apparatus embodiments described above are merely exemplary, for example, the division of the unit, only
A kind of division of logic function, formula that in actual implementation, there may be another division manner, such as multiple units or component can combine or
Person is desirably integrated into another system, or some features can be ignored or not executed.Another point, shown or discussed is mutual
Between coupling, direct-coupling or communication connection can be INDIRECT COUPLING or communication link by some interfaces, device or unit
It connects, can be electrical, machinery or other forms.
The unit illustrated as separating component may or may not be physically separated, aobvious as unit
The component shown may or may not be physical unit, you can be located at a place, or may be distributed over multiple
In network element.Some or all of unit therein can be selected according to the actual needs to realize the mesh of this embodiment scheme
's.
In addition, each functional unit in each embodiment of the present invention can be integrated in a processing unit, it can also
It is that each unit physically exists alone, it can also be during two or more units be integrated in one unit.
It, can be with if the function is realized in the form of SFU software functional unit and when sold or used as an independent product
It is stored in a computer read/write memory medium.Based on this understanding, technical scheme of the present invention is substantially in other words
The part of the part that contributes to existing technology or the technical solution can be expressed in the form of software products, the meter
Calculation machine software product is stored in a storage medium, including some instructions are used so that a computer equipment (can be
People's computer or server etc.) it performs all or part of the steps of the method described in the various embodiments of the present invention.And storage above-mentioned
Medium includes：The various media that can store program code such as USB flash disk, mobile hard disk, ROM, RAM, magnetic disc or CD.
Above-described is the preferred embodiment of the present invention, it should be pointed out that the ordinary person of the art is come
It says, can also make several improvements and retouch under the premise of not departing from principle of the present invention, these improvements and modifications also exist
In protection scope of the present invention.
Claims (20)
1. method is recommended in a kind of application, it is applied to server, which is characterized in that including：
Obtain the application searches request for carrying subscriber identity information that mobile terminal is sent；
According to the subscriber identity information, the recommendation list of application that the application searches are asked is sent to the mobile terminal；Its
In, the candidate application of each of described recommendation list of application is corresponding with respective detail information, and the detail information includes：With
The relevant statistical information of download situation of the candidate application and the relevant interface information of operation applied with the candidate；
Selected candidate application in the recommendation list of application is determined as intended application and is sent to the mobile terminal.
2. method is recommended in application according to claim 1, which is characterized in that it is described according to the subscriber identity information, to
The mobile terminal sends the step of recommendation list of application of the application searches request, including：
Determine the similar users for being higher than default similarity threshold with the subscriber identity information similarity；
Corresponding request application is asked according to the application searches, obtains the user information that history downloads the request application, it is raw
At the application searches request recommendation list of application and be sent to the mobile terminal；Wherein, in the recommendation list of application
Application be user information described in similar users number or ratio be more than pre-determined threshold application.
3. method is recommended in application according to claim 1, which is characterized in that it is described according to the subscriber identity information, to
The mobile terminal sends the step of recommendation list of application of the application searches request, including：
According to the subscriber identity information, corresponding good friend user is determined；
Corresponding request application is asked according to the application searches, obtains the user information that history downloads the request application, it is raw
At the application searches request recommendation list of application and be sent to the mobile terminal；Wherein, in the recommendation list of application
Application be user information described in good friend user number or ratio be more than pre-determined threshold application.
4. method is recommended in application according to claim 1, which is characterized in that described according to the subscriber identity information,
After sending the step of application searches ask the recommendation list of application of application to the mobile terminal, further include：
Obtain the details solicited message that the mobile terminal is sent；Wherein, the details solicited message is for asking the recommendation
The detail information that particular candidate is applied in list of application, the particular candidate are applied as candidate application in the recommendation list of application
In one；
According to the details solicited message, the movement will be sent to eventually using associated detail information with the particular candidate
End.
5. method is recommended in application according to claim 4, which is characterized in that it is described according to the details solicited message, it will
Before the step of being sent to the mobile terminal using associated detail information with the particular candidate, further include：
Obtain the relevant interface information of operation of other mobile terminals transmission applied with the particular candidate；Wherein, the boundary
Face information is other described mobile terminals screenshotss and transmission in the operational process that the particular candidate is applied.
6. method is recommended in application according to claim 1, which is characterized in that described to be chosen in the recommendation list of application
After the step of candidate application selected is determined as intended application and is sent to the mobile terminal, further include：
Obtain the mobile terminal screenshotss and intended application interface information of transmission in the operational process of the intended application.
7. a kind of server, which is characterized in that including：
First acquisition module, the application searches request for carrying subscriber identity information for obtaining mobile terminal transmission；
First sending module, for according to the subscriber identity information, the application searches request to be sent to the mobile terminal
Recommendation list of application；Wherein, the candidate application of each of described recommendation list of application is corresponding with respective detail information, institute
Stating detail information includes：Operation with the relevant statistical information of download situation of the candidate application and with the candidate application
Relevant interface information；
Second sending module, for selected candidate application in the recommendation list of application to be determined as intended application and is sent
To the mobile terminal.
8. server according to claim 7, which is characterized in that first sending module includes：
First determination sub-module, for determining the similar use for being higher than default similarity threshold to the subscriber identity information similarity
Family；
First sending submodule is obtained and is asked described in history download for asking corresponding request to be applied according to the application searches
The user information for asking application generates the recommendation list of application of the application searches request and is sent to the mobile terminal；Wherein,
Application in the recommendation list of application is the number of similar users described in user information or ratio is more than answering for pre-determined threshold
With.
9. server according to claim 7, which is characterized in that first sending module further includes：
Second determination sub-module, for according to the subscriber identity information, determining corresponding good friend user；
Second sending submodule is obtained and is asked described in history download for asking corresponding request to be applied according to the application searches
The user information for asking application generates the recommendation list of application of the application searches request and is sent to the mobile terminal；Wherein,
Application in the recommendation list of application is that the number or ratio of good friend user described in user information is more than answering for pre-determined threshold
With.
10. server according to claim 7, which is characterized in that the server further includes：
Second acquisition module, the details solicited message sent for obtaining the mobile terminal；Wherein, the details solicited message
For asking the detail information that particular candidate is applied in the recommendation list of application, the particular candidate is applied answers for the recommendation
With one in candidate application in list；
Third sending module, for according to the details solicited message, will believe using associated details with the particular candidate
Breath is sent to the mobile terminal.
11. server according to claim 10, which is characterized in that the server further includes：
Third acquisition module, the relevant interface of operation applied with the particular candidate for obtaining the transmission of other mobile terminals
Information；Wherein, the interface information is that screenshotss are simultaneously in the operational process that the particular candidate is applied for other described mobile terminals
It sends.
12. server according to claim 7, which is characterized in that the server further includes：
4th acquisition module, for obtaining the mobile terminal screenshotss and mesh of transmission in the operational process of the intended application
Mark application interface information.
13. a kind of server, which is characterized in that the server includes processor, memory and is stored in the memory
Computer program that is upper and can running on the processor, the processor realize such as right when executing the computer program
It is required that the step of 1 to 6 any one of them application recommendation method.
14. method is recommended in a kind of application, it is applied to mobile terminal, which is characterized in that including：
The application searches request for carrying subscriber identity information is sent to server；
Receive the recommendation list of application for the application searches request that the server is determined according to the subscriber identity information；Its
In, the candidate application of each of described recommendation list of application is corresponding with respective detail information, and the detail information includes：With
The relevant statistical information of download situation of the candidate application and the relevant interface information of operation applied with the candidate；
Determine the intended application in the recommendation list of application and download.
15. method is recommended in application according to claim 14, which is characterized in that described to receive the server according to
After the step of recommendation list of application for the application searches request that subscriber identity information determines, further include：
The request details solicited message for recommending the detail information of particular candidate application in list of application is sent to server；Its
In, the particular candidate is applied as one in candidate application in the recommendation list of application；
Receive the server transmission applies associated detail information with the particular candidate；
By default interface display associated detail information is applied with the particular candidate.
16. method is recommended in application according to claim 14, which is characterized in that in the determination recommendation list of application
Intended application and the step of download after, further include：
In the operational process of the intended application, interception and the relevant intended application interface of operation of the intended application are believed
Breath；
The intended application interface information is reported into the server.
17. a kind of mobile terminal, which is characterized in that including：
First request module, for sending the application searches request for carrying subscriber identity information to server；
First receiving module is asked for receiving the server according to the application searches that the subscriber identity information determines
Recommendation list of application；Wherein, the candidate application of each of described recommendation list of application is corresponding with respective detail information, institute
Stating detail information includes：Operation with the relevant statistical information of download situation of the candidate application and with the candidate application
Relevant interface information；
Download module, for determining intended application and download in the recommendation list of application.
18. mobile terminal according to claim 17, which is characterized in that the mobile terminal further includes：
Second request module, for being sent to server, request is described to recommend the detail information that particular candidate is applied in list of application
Details solicited message；Wherein, the particular candidate is applied as one in candidate application in the recommendation list of application；
Second receiving module applies associated detail information for receive that the server sends with the particular candidate；
Display module, for applying associated detail information with the particular candidate by default interface display.
19. mobile terminal according to claim 17, which is characterized in that the mobile terminal further includes：
Interception module, in the operational process of the intended application, intercepting the relevant mesh of operation with the intended application
Mark application interface information；
Reporting module, for the intended application interface information to be reported to the server.
20. a kind of mobile terminal, which is characterized in that the mobile terminal includes processor, and memory is stored in the memory
Computer program that is upper and can running on the processor, the processor realize such as right when executing the computer program
It is required that described in any one of 14 to 16 application recommendation method the step of.
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| CN201810052792.5A CN108322523B (en) | 2018-01-19 | 2018-01-19 | Application recommendation method, server and mobile terminal |
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|---|---|---|---|
| CN201810052792.5A CN108322523B (en) | 2018-01-19 | 2018-01-19 | Application recommendation method, server and mobile terminal |
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