CN103617543B - The recommendation method and apparatus of application program - Google Patents
The recommendation method and apparatus of application program Download PDFInfo
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- CN103617543B CN103617543B CN201310601803.8A CN201310601803A CN103617543B CN 103617543 B CN103617543 B CN 103617543B CN 201310601803 A CN201310601803 A CN 201310601803A CN 103617543 B CN103617543 B CN 103617543B
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Abstract
The present invention proposes a kind of recommendation method and apparatus of application program, and wherein method includes：Obtain the application program mount message that multiple client is sent respectively, wherein, the corresponding application program mount message of each client includes the mount message that the application program installation list of client, the geographical location of client and application program install each application program in list；Client is screened according to geographical location, and the application program installation list according to corresponding to the client after screening and mount message generation pool of applications to be recommended corresponding with least one preset geographical position range, wherein, pool of applications to be recommended includes multiple application programs, and the corresponding recommendation attribute of each application program, recommend attribute related to mount message；And recommend list according to recommending attribute to generate application program, and recommend list to recommend the user at least one preset geographical position range according to application program.Present invention method, the recommendation of application program is carried out based on geographical location, and practicality is stronger.
Description
Technical field
The present invention relates to the recommendation method and apparatus of field of communication technology, more particularly to a kind of application program.
Background technology
At present, application program shop（Such as, Android Android application markets）Application program ranking list can be provided to the user
It is single, and download is ranked into the forward arrangement of forward application program in list is ranked.
The problem of presently, there are is that the seniority among brothers and sisters list in application program shop is not necessarily true, and ranks in list
Application program is usually what is ranked according to total download, causes to rank the in the form of a single of list, is ranked forward in list
Position is always occupied by most popular several application programs.Therefore, many valuable, practical application programs cannot be pushed away effectively
Recommend, poor user experience.
The content of the invention
It is contemplated that at least solve one of above-mentioned technical problem.
For this reason, first purpose of the present invention is a kind of recommendation method for proposing application program.It can be achieved based on geography
The application program of position is recommended so that the application program of recommendation is more valuable, practicality is stronger.
Second object of the present invention is to propose a kind of recommendation apparatus of application program.
To achieve these goals, the recommendation method of the application program of first aspect present invention embodiment includes：Obtain more
The application program mount message that a client is sent respectively, wherein, the corresponding application program mount message of each client
The geographical location of application program installation list, the client including the client and the application program are installed in list
The mount message of each application program；The client is screened according to the geographical location, and according to the visitor after screening
Application program installation list and mount message corresponding to the end of family generate treat corresponding with least one preset geographical position range
Recommend pool of applications, wherein, the pool of applications to be recommended includes multiple application programs, and each application program
Corresponding recommendation attribute, the recommendation attribute are related to the mount message；And journey is applied according to the recommendation attribute generation
Sequence recommend list, and according to the application program recommend list to the user at least one preset geographical position range into
Row is recommended.
The recommendation method of the application program of the embodiment of the present invention, passes through the application to client in preset geographical position range
Program mount message is analyzed, to obtain pool of applications to be recommended, and should according to pool of applications to be recommended generation
Recommend list with program, and recommend list to recommend the user in preset geographical position range according to application program, can be real
Now the application program based on geographical location is recommended, and application program is recommended in the geographical location according to where user so that recommendation is answered
With program is more valuable, practicality is stronger, while client user is found and is really adapted to the application program of oneself, lifting
User experience.In addition, the social networks that can be combined by developing based on location-based service and application program and with application program business
Cooperate in shop.
To achieve these goals, the recommendation apparatus of the application program of second aspect of the present invention embodiment includes：Using journey
Sequence mount message acquisition module, the application program mount message sent respectively for obtaining multiple client, wherein, it is described each
The corresponding application program mount message of client includes the application program installation list of the client, the geography of the client
The mount message of each application program in position and application program installation list；Pool of applications to be recommended generates mould
Block, for being screened according to the geographical location to the client, and the application according to corresponding to the client after screening
Program installs list and mount message generates pool of applications to be recommended corresponding with least one preset geographical position range,
Wherein, the pool of applications to be recommended includes multiple application programs, and the corresponding recommendation attribute of each application program, institute
State and recommend attribute related to the mount message；Application program recommends list generation module, for according to the recommendation attribute life
Recommend list into application program；And application program recommending module, for according to the application program recommend list to it is described extremely
User in a few preset geographical position range is recommended.
The recommendation apparatus of the application program of the embodiment of the present invention, passes through the application to client in preset geographical position range
Program mount message is analyzed, to obtain pool of applications to be recommended, and should according to pool of applications to be recommended generation
Recommend list with program, and recommend list to recommend the user in preset geographical position range according to application program, can be real
Now the application program based on geographical location is recommended, and application program is recommended in the geographical location according to where user so that recommendation is answered
With program is more valuable, practicality is stronger, while client user is found and is really adapted to the application program of oneself, lifting
User experience.In addition, the social networks that can be combined by developing based on location-based service and application program and with application program business
Cooperate in shop.
The additional aspect of the present invention and advantage will be set forth in part in the description, and will partly become from the following description
Obtain substantially, or recognized by the practice of the present invention.
Brief description of the drawings
Of the invention above-mentioned and/or additional aspect and advantage will become from the following description of the accompanying drawings of embodiments
Substantially and it is readily appreciated that, wherein,
Fig. 1 is the flow chart of the recommendation method of application program according to an embodiment of the invention；
Fig. 2 is the structure diagram of recommendation server according to an embodiment of the invention.
Embodiment
The embodiment of the present invention is described below in detail, the example of the embodiment is shown in the drawings, wherein from beginning to end
Same or similar label represents same or similar element or has the function of same or like element.Below with reference to attached
The embodiment of figure description is exemplary, and is only used for explaining the present invention, and is not considered as limiting the invention.On the contrary, this
The embodiment of invention includes falling into all changes in the range of the spirit and intension of attached claims, modification and equivalent
Thing.
In the description of the present invention, it is to be understood that term " first ", " second " etc. are only used for description purpose, without
It is understood that to indicate or implying relative importance.In the description of the present invention, it is necessary to which explanation, provides unless otherwise clear and definite
And restriction, term " connected ", " connection " should be interpreted broadly, for example, it may be fixedly connected or be detachably connected,
Or it is integrally connected；Can mechanically connect or be electrically connected；It can be directly connected, intermediary can also be passed through
It is indirectly connected.For the ordinary skill in the art, the tool of above-mentioned term in the present invention can be understood with concrete condition
Body implication.In addition, in the description of the present invention, unless otherwise indicated, " multiple " are meant that two or more.
Any process or method described otherwise above description in flow chart or herein is construed as, and represents to include
Module, fragment or the portion of the code of the executable instruction of one or more the step of being used for realization specific logical function or process
Point, and the scope of the preferred embodiment of the present invention includes other realization, wherein can not press shown or discuss suitable
Sequence, including according to involved function by it is basic at the same time in the way of or in the opposite order, carry out perform function, this should be of the invention
Embodiment person of ordinary skill in the field understood.
Below with reference to the accompanying drawings the recommendation method and apparatus of application program according to embodiments of the present invention are described.
In order to solve, untrue using program seniority among brothers and sisters list in application program shop and ranking list list is in the form of a single asks
Topic, LBS is based on based on the thinking for allowing user oneself to select most practical application program to design and Implement one kind（Location
Based Service, location Based service）Application program recommend method.For this reason, application program proposed by the present invention pushes away
The method of recommending includes：The application program mount message that sends respectively of multiple client is obtained, wherein, the corresponding application of each client
Program mount message includes the application program installation list of client, the geographical location of client and application program and installs in list
The mount message of each application program；Client is screened according to geographical location, and it is right according to the client institute after screening
The application program installation list answered and mount message generate application to be recommended corresponding with least one preset geographical position range
Collection of programs, wherein, pool of applications to be recommended includes multiple application programs, and the corresponding recommendation of each application program belongs to
Property, recommend attribute related to mount message；And recommend list according to recommending attribute to generate application program, and according to application program
List is recommended to recommend the user at least one preset geographical position range.
Fig. 1 is the flow chart of the recommendation method of application program according to an embodiment of the invention.
As shown in Figure 1, the recommendation method of application program according to embodiments of the present invention includes：
S101, obtains the application program mount message that multiple client is sent respectively, wherein, each client is corresponding should
Include the application program installation list of client, the geographical location of client and application program installation list with program mount message
In each application program mount message.
Specifically, client can pass through invocation map class application program（Such as Baidu map）Or GPS（Global
Positioning System, global positioning system）API（Application Programming Interface, application
Program Interfaces）, obtain the geographical location where client.It should be appreciated that other modes can also be used to obtain client
Geographical location, such as client is positioned by base station to obtain the geographical location of client, the embodiment of the present invention
The acquisition modes in geographical location are not defined.
In addition, client can also be by all mounted in the built-in package manager of call operation system acquisition client
Application information, and the application program installation list of client is generated, then obtain and each applied in application program installation list
The mount message of program.For example, mount message includes but not limited to the title of application program, installation kit bag name, icon, download ground
One or more in location, set-up time, recent renewal time etc..It should be appreciated that obtain application program installation list and application
The mount message of each application program can be because of different and otherwise varied, this hair of operating system in client in program installation list
Bright embodiment is to this without limiting.
Client obtains geographical location, application program installation list and application program and installs each application program in list
After mount message, will can each it be applied in the geographical location of acquisition, application program installation list and application program installation list
The mount message of program is preserved with preset data form, and the embodiment of the present invention is to preset data form without limiting.
For example, with JSON（JavaScript Object Notation, JavaScript object representation, is specially a kind of lightweight
Data interchange format, JavaScript is a kind of script）Form preserve in the client.
After again, client can for example pass through HTTP（Hypertext transfer protocol, hypertext transfer protocol）
Mode send upload request to server, and after server is by the upload request, by the preset data form of preservation
Data upload onto the server.Thus, server obtains the application program mount message of client transmission.
S102, screens client according to geographical location, and the application journey according to corresponding to the client after screening
Sequence installs list and mount message generates pool of applications to be recommended corresponding with least one preset geographical position range, its
In, pool of applications to be recommended includes multiple application programs, and the corresponding recommendation attribute of each application program, recommends attribute
It is related to mount message.
Specifically, after obtaining the application program mount message that multiple client is sent, according to geographical location to multiple clients
End is screened, such as, it is first determined at least one preset geographical position range, at least one preset geographical position range can be
Server Default or user is set in the server, e.g., some cell can be a preset geographical position range；
Which preset geographical position range is client is determined according to the geographical location of client afterwards, thus, each default geography
Position range can determine that part client, afterwards by the application of corresponding part client in each preset geographical position range
Program mount message carries out statistical analysis to obtain pool of applications to be recommended.
For example, server can be parsed the application program mount message that client uploads, wherein, application program installation
It can also include the user identifier that client corresponds to user, such as account information etc. in information.It will can be solved for convenience of subsequent treatment
In the database of the data deposit server obtained after analysis.Wherein database can be used for example between relationship type and non-relational number
According to the Mongo DB databases of storage（A kind of database based on distributed document storage）.It may include in Mongo DB databases
User tables（User's table）With APP tables（Application program table）Two tables, server can by user identifier, geographical location, installation should
It is stored in the one or more in program name, client type, application program recent renewal time etc. in User tables；Together
When by the title of application program, installation kit bag name, icon, set-up time, recent renewal time etc. one or more believe
Breath is stored in APP tables.Carry out screening of the corresponding data manipulation realization to client again afterwards, and generate with it is at least one pre-
If the corresponding pool of applications to be recommended of geographical position range.It should be appreciated that above-mentioned storage mode understands this only for convenient
The embodiment of invention, can not be used as limiting the scope of the present invention.
S103, recommends list according to recommending attribute to generate application program, and recommends list at least one according to application program
User in a preset geographical position range is recommended.
The recommendation method of the application program of the embodiment of the present invention, passes through the application to client in preset geographical position range
Program mount message is analyzed, to obtain pool of applications to be recommended, and should according to pool of applications to be recommended generation
Recommend list with program, and recommend list to recommend the user in preset geographical position range according to application program, can be real
Now the application program based on geographical location is recommended, and application program is recommended in the geographical location according to where user so that recommendation is answered
With program is more valuable, practicality is stronger, while client user is found and is really adapted to the application program of oneself, lifting
User experience.In addition, the social networks that can be combined by developing based on location-based service and application program and with application program business
Cooperate in shop.
In one embodiment of the invention, list is recommended specifically to wrap according to recommendation attribute generation application program in S103
Include：Multiple application programs in pool of applications to be recommended are ranked up according to attribute is recommended；And given birth to according to ranking results
Recommend list into application program.Thus, multiple application programs in pool of applications to be recommended are ranked up, can application program
List is recommended to determine in preset geographical position range.
In one embodiment of the invention, attribute is recommended to include the installation number in installation amount and/or preset time.Its
In, the installation number in installation amount and/or preset time is corresponding according to multiple application programs in pool of applications to be recommended
Mount message carries out statistics acquisition, and e.g., each application program may correspond to multiple mount messages in pool of applications to be recommended,
Installation time in installation amount and/or preset time that each application program can be obtained is analyzed the plurality of mount message
Number.Afterwards further according to the installation time in pool of applications to be recommended in the installation amount and/or preset time of each application program
Number is ranked up, and recommends list to generate application program according to ranking results.
In another embodiment of the present invention, attribute is recommended to further include recommendation number, wherein, application program installation list
In further include the recommendation information of each application program, each applied with being obtained according to recommendation information in pool of applications to be recommended
The recommendation number of program.Specifically, the user of client can be labeled mounted application program, for example, plus praising（Mark
The recommendation information of note）Deng thus, server can obtain the recommendation time of each application program in pool of applications to be recommended
Number, and recommend list according to recommending number to generate application program.
Thus, the application program of acquisition recommends list to may include polytype, such as：The application program of installation amount recommends list
Single, the application program of the installation number in preset time recommends list, recommends the application program of number to recommend list, installation amount and
The application program of number is recommended to recommend list etc..The user of client can also active request with or application program recommend list,
At this time, the type information that application program recommends list can be included in the request of client, server is pushed away according to application program
The type information for recommending list sends corresponding application program recommendation list to client.Pass through for example, server receives client
The application program that HTTP modes send request different types of information recommends the push of list to ask, and server is according to client request
Type information by corresponding application program recommend list, sent with the form of such as JSON to client.
In one embodiment of the invention, S103 is specifically included：Application program recommendation list is pushed at least
In client in one preset geographical position range, wherein, the client at least one preset geographical position range
Show that application program recommends the ranking results of each application program in list according to geographical location in map class application program.Separately
Outside, while server sends application program recommendation list to client, can also by being discussed in detail of corresponding application program,
The information such as download address, the feedback of other users are sent to client together, so that client user can check recommendation list
Oneself application program interested is understood while single in detail, thus, user experience can be improved.In addition, client can by
The mode marked in map class application program on map shows that server recommends application program to recommend each to apply journey in list
Sequence.If user clicks on the application program that should mark, client can show being discussed in detail of the application program, download address
Deng.
In one embodiment of the invention, corresponding geographical location is updated according to prefixed time interval according to user identifier
With application program mount message.Thus, user can obtain different recommendation application programs in different geographical locations, make server
The application program of recommendation is more in line with the demand of user.
In order to realize above-described embodiment, the present invention also proposes a kind of recommendation apparatus of application program.
A kind of recommendation apparatus of application program, including：Application program mount message acquisition module, for obtaining multiple clients
The application program mount message that sends respectively is held, wherein, the corresponding application program mount message of each client includes client
Application program installation list, the geographical location of client and the installation letter of each application program in application program installation list
Breath；Pool of applications generation module to be recommended, for being screened according to geographical location to client, and according to screening after
Application program installation list and mount message generation corresponding to client is corresponding with least one preset geographical position range
Pool of applications to be recommended, wherein, pool of applications to be recommended includes multiple application programs, and each application program pair
The recommendation attribute answered, recommends attribute related to mount message；Application program recommends list generation module, for according to recommendation attribute
Generate application program and recommend list；And application program recommending module, for recommending list at least one according to application program
User in preset geographical position range is recommended.
Fig. 2 is the structure diagram of the recommendation apparatus of application program according to an embodiment of the invention.
As shown in Fig. 2, the recommendation apparatus of application program includes：Application program mount message acquisition module 110, it is to be recommended should
Recommend list generation module 130 and application program recommending module 140 with collection of programs generation module 120, application program.
Specifically, application program mount message acquisition module 110 is used to obtain the application journey that multiple client is sent respectively
Sequence mount message, wherein, the corresponding application program mount message of each client include client application program installation list,
The mount message of each application program in the geographical location of client and application program installation list.
More specifically, client can pass through invocation map class application program（Such as Baidu map）Or the API of GPS is obtained
Geographical location where client.It should be appreciated that other modes can also be used to obtain the geographical location of client, such as pass through
Base station positions client to obtain the geographical location of client, and the embodiment of the present invention is not to the acquisition side in geographical location
Formula is defined.
In addition, client can also be by all mounted in the built-in package manager of call operation system acquisition client
Application information, and the application program installation list of client is generated, then obtain and each applied in application program installation list
The mount message of program.For example, mount message includes but not limited to the title of application program, installation kit bag name, icon, download ground
One or more in location, set-up time, recent renewal time etc..It should be appreciated that obtain application program installation list and application
The mount message of each application program can be because of different and otherwise varied, this hair of operating system in client in program installation list
Bright embodiment is to this without limiting.
Client obtains geographical location, application program installation list and application program and installs each application program in list
After mount message, will can each it be applied in the geographical location of acquisition, application program installation list and application program installation list
The mount message of program is preserved with preset data form, and the embodiment of the present invention is to preset data form without limiting.
For example, preserved in the client with the form of JSON.
Afterwards, client sends the preset data form to the application program mount message of the recommendation apparatus of application program
Acquisition module 110, to obtain the application program mount message of client transmission.
Pool of applications generation module 120 to be recommended is used to screen client according to geographical location, and according to
Application program installation list and mount message generation and at least one preset geographical position model corresponding to client after screening
Corresponding pool of applications to be recommended is enclosed, wherein, pool of applications to be recommended includes multiple application programs, and each should
With the corresponding recommendation attribute of program, recommend attribute related to mount message.
More specifically, pool of applications generation module 120 to be recommended obtains the application program peace that multiple client is sent
After filling information, application program recommends list generation module 130 to be screened according to geographical location to multiple client, for example, first
First determine at least one preset geographical position range, at least one preset geographical position range can be the recommendation apparatus of application program
Acquiescence or user is set in the recommendation apparatus of application program, e.g., some cell can be a preset geographical position
Scope；Which preset geographical position range is client is determined according to the geographical location of client afterwards, it is thus, each default
Geographical position range can determine that part client, afterwards by corresponding part client in each preset geographical position range
Application program mount message carries out statistical analysis to obtain pool of applications to be recommended.
For example, pool of applications generation module 120 to be recommended can by client upload application program mount message into
Row parsing, wherein, the user identifier that client corresponds to user, such as account information can also be included in application program mount message
Deng.In the database for the recommendation apparatus that the data obtained after parsing can be stored in application program for convenience of subsequent treatment.Wherein count
The Mongo DB databases for example stored between relationship type and non-relational data can be used according to storehouse.Can in Mongo DB databases
Including two tables of User tables and APP tables, the recommendation apparatus of application program can be by user identifier, geographical location, the application journey installed
One or more in sequence title, client type, application program recent renewal time etc. are stored in User tables；At the same time will
One or more kinds of information in the title of application program, installation kit bag name, icon, set-up time, recent renewal time etc. are deposited
Storage is in APP tables.Carry out screening of the corresponding data manipulation realization to client again afterwards, and generate with it is at least one defaultly
Manage the corresponding pool of applications to be recommended of position range.It should be appreciated that above-mentioned storage mode understands the present invention only for convenient
Embodiment, limiting the scope of the present invention can not be used as.
Application program recommends list generation module 130 to be used to recommend list according to recommendation attribute generation application program.
Application program recommending module 140 is used to recommend list at least one preset geographical position range according to application program
Interior user is recommended.
The recommendation apparatus of the application program of the embodiment of the present invention, passes through the application to client in preset geographical position range
Program mount message is analyzed, to obtain pool of applications to be recommended, and should according to pool of applications to be recommended generation
Recommend list with program, and recommend list to recommend the user in preset geographical position range according to application program, can be real
Now the application program based on geographical location is recommended, and application program is recommended in the geographical location according to where user so that recommendation is answered
With program is more valuable, practicality is stronger, while client user is found and is really adapted to the application program of oneself, lifting
User experience.In addition, the social networks that can be combined by developing based on location-based service and application program and with application program business
Cooperate in shop.
In one embodiment of the invention, application program recommends list generation module 130 to be additionally operable to：According to recommendation attribute
Multiple application programs in pool of applications to be recommended are ranked up, and generates application program according to ranking results and recommends list
It is single.Thus, multiple application programs in pool of applications to be recommended are ranked up, can application program recommend list determine pre-
If in geographical position range.
In one embodiment of the invention, attribute is recommended to include the installation number in installation amount and/or preset time.Its
In, the installation number in installation amount and/or preset time is corresponding according to multiple application programs in pool of applications to be recommended
Mount message carries out statistics acquisition, and e.g., each application program may correspond to multiple mount messages in pool of applications to be recommended,
Installation time in installation amount and/or preset time that each application program can be obtained is analyzed the plurality of mount message
Number.Afterwards further according to the installation time in pool of applications to be recommended in the installation amount and/or preset time of each application program
Number is ranked up, and recommends list to generate application program according to ranking results.
In another embodiment of the present invention, attribute is recommended to further include recommendation number, wherein, application program installation list
In further include the recommendation information of each application program, each applied with being obtained according to recommendation information in pool of applications to be recommended
The recommendation number of program.Specifically, the user of client can be labeled mounted application program, for example, plus praising（Mark
The recommendation information of note）Deng thus, the recommendation apparatus of application program, which can be obtained in pool of applications to be recommended, each applies journey
The recommendation number of sequence, and recommend list according to recommending number to generate application program.
Thus, the application program of acquisition recommends list to may include polytype, such as：The application program of installation amount recommends list
Single, the application program of the installation number in preset time recommends list, recommends the application program of number to recommend list, installation amount and
The application program of number is recommended to recommend list etc..The user of client can also active request with or application program recommend list,
At this time, the type information that application program recommends list, the recommendation apparatus root of application program can be included in the request of client
Recommend the type information of list to send corresponding application program according to application program and recommend list to client.For example, application program
Recommendation apparatus receive client by HTTP modes send request different types of information application program recommend list push
Request, corresponding application program is recommended list by the recommendation apparatus of application program according to the type information of client request, with example
Form such as JSON is sent to client.
In one embodiment of the invention, application program recommending module 140 is additionally operable to：Application program recommendation list is pushed away
Give in the client at least one preset geographical position range, wherein, at least one preset geographical position model
Client in enclosing shows that application program recommends each application program in list in map class application program according to geographical location
Ranking results.In addition, while the recommendation apparatus of application program sends application program recommendation list to client, can also incite somebody to action
The information such as being discussed in detail of corresponding application program, download address, the feedback of other users is sent to client together, with
Make client user to check to recommend to understand oneself application program interested in detail while list, thus, user can be improved
Experience.In addition, client can show that server is recommended to apply journey by way of being marked in map class application program on map
Sequence recommends each application program in list.If user clicks on the application program that should be marked, client can show the application
Being discussed in detail of program, download address etc..
In one embodiment of the invention, corresponding geographical location is updated according to prefixed time interval according to user identifier
With application program mount message.Thus, user can obtain different recommendation application programs in different geographical locations, make server
The application program of recommendation is more in line with the demand of user.
It should be appreciated that in an embodiment of the present invention, client can be mobile phone, tablet computer, personal digital assistant, electricity
Philosophical works etc. has the hardware device of various operating systems.
It should be appreciated that each several part of the present invention can be realized with hardware, software, firmware or combinations thereof.Above-mentioned
In embodiment, software that multiple steps or method can be performed in memory and by suitable instruction execution system with storage
Or firmware is realized.If, and in another embodiment, can be with well known in the art for example, realized with hardware
Any one of row technology or their combination are realized：With the logic gates for realizing logic function to data-signal
Discrete logic, have suitable combinational logic gate circuit application-specific integrated circuit, programmable gate array（PGA）, scene
Programmable gate array（FPGA）Deng.
In the description of this specification, reference term " one embodiment ", " some embodiments ", " example ", " specifically show
The description of example " or " some examples " etc. means specific features, structure, material or the spy for combining the embodiment or example description
Point is contained in the multiple embodiments or example of the present invention.In the present specification, schematic expression of the above terms is not necessarily
Refer to identical embodiment or example.Moreover, particular features, structures, materials, or characteristics described can be any one
Combined in an appropriate manner in a or multiple embodiments or example.
Although an embodiment of the present invention has been shown and described, it will be understood by those skilled in the art that：Not
In the case of departing from the principle of the present invention and objective a variety of change, modification, replacement and modification can be carried out to these embodiments, this
The scope of invention is limited by claim and its equivalent.
Claims (9)
1. a kind of recommendation method of application program, it is characterised in that including：
The application program mount message that sends respectively of multiple client is obtained, wherein, it is described that each client is corresponding applies journey
Sequence mount message includes the application program installation list of the client, the geographical location of the client and the application program
The mount message of each application program in list is installed；The client is screened according to the geographical location, and according to
Application program installation list and mount message generation and at least one preset geographical position model corresponding to client after screening
Corresponding pool of applications to be recommended is enclosed, wherein, the pool of applications to be recommended includes multiple application programs, and often
The corresponding recommendation attribute of a application program, the recommendation attribute are related to the mount message；And
List is recommended according to the recommendation attribute generation application program, and application program recommendation list is pushed into institute
State in the client at least one preset geographical position range, wherein, at least one preset geographical position range
It is every in list that the interior client shows that the application program is recommended in map class application program according to the geographical location
The ranking results of a application program.
2. according to the method described in claim 1, it is characterized in that, described recommend list according to recommendation attribute generation application program
Specifically include：
Multiple application programs described in the pool of applications to be recommended are ranked up according to the recommendation attribute；And
The application program, which is generated, according to ranking results recommends list.
3. according to the method described in claim 2, it is characterized in that, the recommendation attribute includes installation amount and/or preset time
Interior installation number.
4. according to the method described in claim 3, it is characterized in that, it is described recommendation attribute further include recommendation number, wherein, it is described
The recommendation information of each application program is further included in application program installation list, to wait to push away according to recommendation information acquisition
Recommend the recommendation number of each application program in pool of applications.
A kind of 5. recommendation apparatus of application program, it is characterised in that including：
Application program mount message acquisition module, the application program mount message sent respectively for obtaining multiple client, its
In, each corresponding application program mount message of client includes the application program installation list, described of the client
The mount message of each application program in the geographical location of client and application program installation list；
Pool of applications generation module to be recommended, for being screened according to the geographical location to the client, and root
According to the application program installation list corresponding to the client after screening and mount message generation and at least one preset geographical position
The corresponding pool of applications to be recommended of scope, wherein, the pool of applications to be recommended includes multiple application programs, and
The corresponding recommendation attribute of each application program, the recommendation attribute are related to the mount message；
Application program recommends list generation module, for recommending list according to the recommendation attribute generation application program；And
Application program recommending module, for recommending list at least one preset geographical position model according to the application program
User in enclosing is recommended.
6. device according to claim 5, it is characterised in that the application program recommends list generation module to be additionally operable to：
Multiple application programs described in the pool of applications to be recommended are ranked up according to the recommendation attribute, and according to row
Sequence result generates the application program and recommends list.
7. device according to claim 6, it is characterised in that the recommendation attribute includes installation amount and/or preset time
Interior installation number.
8. device according to claim 7, it is characterised in that the recommendation attribute further includes recommendation number, wherein, it is described
The recommendation information of each application program is further included in application program installation list, to wait to push away according to recommendation information acquisition
Recommend the recommendation number of each application program in pool of applications.
9. the device according to any one of claim 5 to 8, it is characterised in that the application program recommending module is also used
In：Application program recommendation list is pushed in the client at least one preset geographical position range,
Wherein, into the client at least one preset geographical position range in map class application program according to described in
Geographical location shows that the application program recommends the ranking results of each application program in list.
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