CN105988836A - Application recommendation method and device - Google Patents
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- CN105988836A CN105988836A CN201510080329.8A CN201510080329A CN105988836A CN 105988836 A CN105988836 A CN 105988836A CN 201510080329 A CN201510080329 A CN 201510080329A CN 105988836 A CN105988836 A CN 105988836A
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Abstract
The embodiment of invention discloses an application recommendation method. The method comprises the following steps: receiving an application recommendation request of a terminal; responding to the application recommendation request to acquire memory usage state information of the terminal, wherein the memory usage state information comprise unused free memory value; and screening out a target application with an application memory occupation value less than the free memory value from a preset to-be-recommended application set according to the memory usage state information; and outputting the target application. The embodiment of the invention further discloses an application recommendation device. Through the adoption of the method disclosed by the invention, the personalized recommendation of the application can be performed in combination with the current memory usage state information of the terminal.
Description
Technical field
The present invention relates to electronic technology field, particularly relate to a kind of application and recommend method and device.
Background technology
Along with the development of terminal technology, the terminal unit such as mobile phone has been widely used, energy on mobile phone
Enough functions realized also get more and more, and such as user can obtain this software merit by installing various application softwaries
Can, thus watch video, carry out game etc., it is greatly enriched the life of user.
At present, the software client being installed on terminal can recommend various application when user logs in user, and
The download of these various application is provided.But, in actual applications, for each terminal use, this recommendation
Application the most identical, fail to combine terminal current memory space and carry out application and recommend, then may cause
The application of this recommendation cannot normally be downloaded.
Summary of the invention
Embodiment of the present invention technical problem to be solved is, it is provided that method and device is recommended in a kind of application,
Status information can be used to carry out the personalized recommendation applied in conjunction with the internal memory that terminal is current.
In order to solve above-mentioned technical problem, embodiments provide a kind of application recommendation method, including:
Receive the application recommendation request of terminal；
Responding described application recommendation request, the internal memory obtaining described terminal uses status information, and described internal memory makes
Untapped free memory value is included by status information；
Use status information according to described internal memory, from preset set of applications to be recommended, filter out application take
Memory value is less than the intended application of described free memory value；
Export described intended application.
Correspondingly, the embodiment of the present invention additionally provides a kind of application recommendation apparatus, including:
Request receiver module, for receiving the application recommendation request of terminal；
First acquisition module, is used for responding described application recommendation request, and the internal memory obtaining described terminal uses shape
State information, described internal memory uses status information to include untapped free memory value；
Screening module, uses status information for the described internal memory obtained according to described first acquisition module, from
Filtering out application committed memory value in preset set of applications to be recommended should less than the target of described free memory value
With；
Output module, for exporting the described intended application that described screening module filters out.
Implement the embodiment of the present invention, have the advantages that
The embodiment of the present invention can use status information by obtaining the internal memory in terminal, from preset to be recommended should
With set filters out the committed memory value intended application less than described free memory value, thus avoid to user
Push the bigger application of EMS memory occupation value, and cause and cannot download or cannot the situation such as this application of successful operation
Occur, it is achieved that use status information to carry out the personalized recommendation applied according to the internal memory that terminal is current.
Accompanying drawing explanation
In order to be illustrated more clearly that the embodiment of the present invention or technical scheme of the prior art, below will be to enforcement
In example or description of the prior art, the required accompanying drawing used is briefly described, it should be apparent that, describe below
In accompanying drawing be only some embodiments of the present invention, for those of ordinary skill in the art, do not paying
On the premise of going out creative work, it is also possible to obtain other accompanying drawing according to these accompanying drawings.
Fig. 1 is the schematic flow sheet that method is recommended in a kind of application that the embodiment of the present invention provides；
Fig. 2 is the schematic flow sheet of the another kind of application recommendation method that the embodiment of the present invention provides；
Fig. 3 is the schematic flow sheet of another application recommendation method that the embodiment of the present invention provides；
Fig. 4 is the schematic flow sheet of another application recommendation method that the embodiment of the present invention provides；
Fig. 5 is a kind of structural representation applying recommendation apparatus that the embodiment of the present invention provides；
Fig. 6 is the structural representation of the another kind of application recommendation apparatus that the embodiment of the present invention provides；
Fig. 7 is the structural representation of a kind of terminal that the embodiment of the present invention provides.
Detailed description of the invention
Below in conjunction with the accompanying drawing in the embodiment of the present invention, the technical scheme in the embodiment of the present invention is carried out clearly
Chu, be fully described by, it is clear that described embodiment be only a part of embodiment of the present invention rather than
Whole embodiments.Based on the embodiment in the present invention, those of ordinary skill in the art are not making creation
The every other embodiment obtained under property work premise, broadly falls into the scope of protection of the invention.
Refer to Fig. 1, be the schematic flow sheet of a kind of application recommendation method that the embodiment of the present invention provides, specifically
, the described method of the embodiment of the present invention includes:
S101: receive the application recommendation request of terminal.
It should be noted that the described method of the embodiment of the present invention can be applied particularly to mobile phone, panel computer,
PDA (Personal Digital Assistant, personal digital assistant), PC (Personal Computer, individual
People's computer) etc. in client in terminal.
Concrete, stepping on when described application recommendation request can be the applications client in user's registration terminal
Record operation triggers, or user is for the preset click commands triggering recommending button, or uses
This terminal is carried out operating what the keyword inputted was triggered by family, and the embodiment of the present invention does not limits.
S102: respond described application recommendation request, the internal memory obtaining described terminal uses status information, described
Internal memory uses status information to include untapped free memory value.
In specific embodiment, client is when receiving the application recommendation request of terminal, and can trigger acquisition should
The internal memory use status information that terminal is current, this internal memory uses in status information can include what terminal can use
Internal memory summation, the memory value currently used and not currently used free memory value etc., in order to root
Carry out application according to terminal current memory feature to recommend.
S103: use status information according to described internal memory, filtering out from preset set of applications to be recommended should
The intended application of described free memory value it is less than by committed memory value.
S104: export described intended application.
Wherein, described in treat that intended application set includes that at least one is applied, specifically can be according to currently developing
The application gone out carries out preset obtaining, and such as includes current all of exploitation software.
Concrete, after determining terminal untapped free memory value, can be according to this free memory value
Application in this set of applications to be recommended is carried out application screening, filters out application committed memory value less than described
The intended application of free memory value, i.e. filters out committed memory value higher than this free memory value i.e. committed memory value
Bigger application, and the intended application this filtered out is pushed to user, it is achieved that use according to tag memory
Status information carries out application and recommends, it is to avoid pushes the bigger application of EMS memory occupation value to user, and causes nothing
Method is downloaded or cannot the generation of the situation such as this application of successful operation.
Further, if the described intended application filtered out is multiple, the described intended application of described output is permissible
Particularly as follows: resolve the application message obtaining multiple described intended application respectively, described application message includes described
The application type of intended application and application temperature；According to application temperature order from high to low to multiple described mesh
Mark application is ranked up, and the application type according to described intended application should by the multiple described target after sequence
Data Enter of downloading recommend in entry item corresponding with described application type in template to the most preset application,
Generating application and recommend the page, wherein, described application recommends template to include at least one described entry item；Defeated
Go out described application and recommend the page.It is thus possible to application type and application temperature according to intended application arrange
After again this intended application is exported, in order to user checks, enhances Consumer's Experience.Wherein, described
The download information of intended application can include the application identities of this intended application, function declaration and download link etc.
Information.
Further alternative, also can pre-set a memory threshold, the free memory value in terminal is less than should
Prompting prompting user can be sent during memory threshold.I.e. client can detect the free memory value of described terminal and is
No less than the memory threshold preset；If less than described memory threshold, then sending according to default alerting pattern and disappear
Breath prompting, to remind user the need of the memory headroom clearing up described terminal；When receiving user for institute
State message notifying input really to see clearly when reason instructs, obtain the use frequency having installed application in described terminal,
And according to the described use frequency having installed application, generate the output application cleaning page, described application cleaning page
Face include according to use frequency order from low to high carry out arranging described in the application mark of application has been installed
Know；Export the described application cleaning page, so that user has installed use frequency and the application mark of application according to this
Know, determine to be required for unloading and i.e. clear up this application has been installed.Further, if receive for described
The unloading request of application is installed, then application can be installed carries out unloading process to described, thus reach cleaning eventually
The purpose of the memory headroom of end.
Implement the embodiment of the present invention and can use status information by the internal memory obtaining in terminal, push away from preset waiting
Recommend and set of applications filter out committed memory value less than the intended application of described free memory value, thus avoid to
User pushes the application that EMS memory occupation value is bigger, and causes and cannot download or cannot the feelings such as this application of successful operation
The generation of condition, it is achieved that use status information to carry out the personalized recommendation applied according to the internal memory that terminal is current.
S201: receive the application recommendation request of terminal.
S202: respond described application recommendation request, the internal memory obtaining described terminal uses status information, described
Internal memory uses status information to include untapped free memory value.
S203: obtain the current location information of described terminal.
S204: resolve described current location information, determines the region that described terminal is currently located.
In an alternate embodiment of the invention, client is also by the positional information of acquisition terminal, in conjunction with the position of terminal
Confidence breath carries out application and recommends.
S205: the region being currently located according to described internal memory use status information and described terminal, from preset
Set of applications to be recommended filters out application committed memory value and is less than described free memory value, and the authority of application
The intended application that the region that region is currently located with described terminal matches.
S206: export described intended application.
In specific embodiment, after the application recommendation request receiving terminal, client can acquire
The internal memory use status information that terminal is current, so that it is determined that go out terminal untapped free memory value, and from advance
The set of applications to be recommended put filters out application committed memory value less than described free memory value, it is to avoid Xiang Yong
The application that committed memory value is bigger is recommended at family.Further, this client also can acquire the current of terminal
Positional information, determines the region that terminal is currently located, thus carries out answering according to current location information of terminal
With recommendation, the application such as matched in the region that the authority region of application and described terminal are currently located pushes
To user, it is user-friendly to.Concrete, GPS (Global Positioning System, the whole world can be passed through
Alignment system) this terminal positions by technology or other location technologies, acquires the present bit of this terminal
Confidence ceases, and according to default distance threshold, by centered by the current location of this terminal, this distance threshold
It is defined as the region that this terminal is currently located for the region of radius, thus screening obtains using in this region,
And committed memory value is pushed to user less than the application of the free memory value of this terminal as intended application.Optional
Ground, the region that this terminal determined according to current location information of terminal is currently located may further be embodied as terminal institute
Urban information, the intended application that the region that the authority region of this application and this terminal are currently located matches
It is the application that can carry out using in this city scope, thus can will use in this city scope
Application is pushed to user, strengthens Consumer's Experience.
Implement the embodiment of the present invention and can use status information and terminal current location by the internal memory obtaining in terminal
Information, filter out from preset set of applications to be recommended committed memory value less than described free memory value and
The application that current region determined by authority region and this current location information of terminal of application matches is pushed to
User, it is achieved that using status information and current location information of terminal to carry out according to the internal memory that terminal is current should
Personalized recommendation.
Refer to Fig. 3, be the schematic flow sheet of another application recommendation method that the embodiment of the present invention provides, tool
Body, the described method of the embodiment of the present invention includes:
S301: receive user and terminal is carried out the application recommendation request that the keyword of operation input is triggered.
Concrete, described application recommendation request can be specially user and terminal carries out the keyword of operation input
Triggering, can be i.e. when user inputs search key, the application that this search key triggers is recommended please
Ask, in order to client carries out applying matched and searched and recommendation according to this search key.
S302: respond described application recommendation request, the internal memory obtaining described terminal uses status information, described
Internal memory uses status information to include untapped free memory value.
S303: use status information and described keyword according to described internal memory, from preset application collection to be recommended
Conjunction filters out application committed memory value less than described free memory value, and application identities and described keyword phase
The intended application of coupling.
It should be noted that the intended application that described application identities and the keyword of this input match is preset
Set of applications to be recommended in application identities comprise the application of described keyword, or with this keyword indication
Other application that the type of the application shown is identical.Wherein, this application identities can be specially Apply Names.Such as,
The search key of user's input is " music ", can filter out in Apply Names and wrap from set to be recommended
Containing the application of this keyword " music ", may further determine that out and be somebody's turn to do other application (these application of " music " type
Mark may not comprise the keyword of this " music "), thus obtain application committed memory value less than institute
State free memory value, and the application that the search key of application identities and user's input matches is as recommending to answer
With being pushed to user.
S304: export described intended application.
In an alternate embodiment of the invention, if this intended application filtered out includes multiple, exporting this intended application
Before, client also can acquire each recommend application application temperature, and according to application temperature by height to
Low order is ranked up, and according to each application temperature recommending application, recommendation application is pushed to user.Tool
Body, this application temperature is the index of the pouplarity for representing this application, such as pageview, clicks on
Amount or download etc.；Correspondingly, this preset heat index is default pageview threshold value, click volume threshold
Value or download threshold value etc., the embodiment of the present invention does not limits.
Implement the embodiment of the present invention and can use status information and the pass of user's input by the internal memory obtaining in terminal
Key word information, filter out from preset set of applications to be recommended committed memory value less than described free memory value,
And the application that application identities and this keyword match is pushed to user as intended application, it is achieved that according to end
The personalization holding current internal memory to use the keyword message of status information and user's input to carry out applying pushes away
Recommend.
Refer to Fig. 4, be the schematic flow sheet of another application recommendation method that the embodiment of the present invention provides, tool
Body, the described method of the embodiment of the present invention includes:
S401: receive the application recommendation request of terminal.
S402: respond described application recommendation request, the internal memory obtaining described terminal uses status information, described
Internal memory uses status information to include untapped free memory value.
S403: the data traffic obtaining described terminal uses status information, described data traffic uses state letter
Breath includes the remaining data flow value of described terminal.
In an alternate embodiment of the invention, client may also be combined with the data traffic use status information of terminal account
Carry out application to recommend, recommend to download application to user by obtaining the remaining data flow value of terminal account.Institute
State terminal account and can be specially operator's account that terminal is corresponding.
S404: use status information and described data traffic to use status information, from preset according to described internal memory
Set of applications to be recommended in filter out application committed memory value less than described free memory value, and application is downloaded
Flow value is less than the intended application of described remaining data flow value.
S405: export described intended application.
Concrete, after the application recommendation request receiving terminal, client can acquire terminal and work as
Front internal memory uses status information, so that it is determined that go out terminal untapped free memory value, and treats from preset
Recommend set of applications to filter out application committed memory value less than described free memory value, it is to avoid recommend to user
The application that committed memory value is bigger.Further, this client also can acquire the data stream of terminal account
Amount uses status information, determines the remaining data flow value of this terminal account, thus according to this remaining data
Flow value carries out application and recommends, and such as filters downloading flow value in this set of applications to be recommended and is higher than this residue
The application of data traffic value, is pushed to user by downloading flow value less than the application of this remaining data flow value,
Avoid because of terminal account residual stream value less time, user downloaded need bigger downloading flow value application and
Cause cannot download or flow is beyond the problem of deducting fees that causes.
Further, a minimum flow threshold value also can be set, when remaining traffic terminal account being detected
When value is less than described minimum flow threshold value, client can send message notifying, reminds user's current residual
Data traffic value is relatively low.Optionally, if user's this client currently logged being detected, and user is detected
When empirical value corresponding to account is higher than the empirical value preset, then user can be pointed out can to exempt from flow and to download this recommendation
Apply or download this recommendation application by taking off the empirical value of preset number, enhancing Consumer's Experience.Its
In, this user account is specially user's account at described client registers.
Further, if this intended application filtered out includes multiple, before exporting this intended application, visitor
Family end also can acquire the application temperature of each intended application, and according to application temperature order from high to low
It is ranked up, front M application the highest for application temperature or application temperature are higher than the application of preset heat index
It is pushed to user.Wherein, described M is the integer more than 0, and this preset heat index can be joined by system
Put or carried out flexible configuration by user.Optionally, this application temperature is the welcome journey for representing this application
The index of degree, such as pageview, click volume or download etc.；Correspondingly, this preset heat index is
Pageview threshold value, click volume threshold value or download threshold value preset etc., the embodiment of the present invention does not limits.
Implementing the embodiment of the present invention can use status information and terminal corresponding by the internal memory obtaining in terminal
Data traffic uses status information, filters out committed memory value less than institute from preset set of applications to be recommended
State free memory value and application downloading flow value should as target less than the application of described remaining data flow value
With being pushed to user, it is achieved that use status information and the remaining data of terminal according to the internal memory that terminal is current
Flow value carries out the personalized recommendation applied.
Refer to Fig. 5, be a kind of structural representation applying recommendation apparatus of embodiment of the present invention offer, specifically
, the described device of the embodiment of the present invention includes: request receiver module the 11, first acquisition module 12, screening
Module 13 and output module 14.Wherein,
Described request receiver module 11, for receiving the application recommendation request of terminal.
It should be noted that the described method of the embodiment of the present invention can be applied particularly to mobile phone, panel computer,
In the terminals such as PDA, PC.
Concrete, stepping on when described application recommendation request can be the applications client in user's registration terminal
Record operation triggers, or user is for the preset click commands triggering recommending button, or uses
This terminal is carried out operating what the keyword inputted was triggered by family, and the embodiment of the present invention does not limits.
Described first acquisition module 12, is used for responding described application recommendation request, obtains the internal memory of described terminal
Using status information, described internal memory uses status information to include untapped free memory value.
In specific embodiment, request receiver module 11 when receiving the application recommendation request of terminal, Ji Ke
One acquisition module 12 triggers and obtains the internal memory use status information that this terminal is current, and this internal memory uses status information
In can include the internal memory summation that terminal can use, the memory value currently used and not currently used surplus
The memory informations such as remaining memory value.
Described screening module 13, uses state for the described internal memory obtained according to described first acquisition module 12
Information, filters out application committed memory value less than described free memory value from preset set of applications to be recommended
Intended application.
Described output module 14, for exporting the described intended application that described screening module 13 filters out.
Wherein, described in treat that intended application set includes that at least one is applied, specifically can be according to currently developing
The application gone out carries out preset obtaining, and such as includes current all of exploitation software.
Concrete, after the first acquisition module 12 determines terminal untapped free memory value, screen mould
Block 13 can carry out application screening according to this free memory value to the application in this set of applications to be recommended, screens
Go out to apply the committed memory value intended application less than described free memory value, i.e. filter out committed memory value and be higher than
This free memory value application that i.e. committed memory value is bigger, and the target this filtered out by output module 14
Application is pushed to user, it is possible to uses status information to carry out application according to tag memory and recommends, it is to avoid pushes
The bigger application of EMS memory occupation value is to user, and causes and cannot download or cannot the situation such as this application of successful operation
Generation.
Implement the embodiment of the present invention and can use status information by the internal memory obtaining in terminal, push away from preset waiting
Recommend and set of applications filter out committed memory value less than the intended application of described free memory value, thus avoid to
User pushes the application that EMS memory occupation value is bigger, and causes and cannot download or cannot the feelings such as this application of successful operation
The generation of condition, it is possible to realize the personalization according to the internal memory that terminal is current uses status information to carry out applying and push away
Recommend.
Refer to Fig. 6, be the structural representation of the another kind of application recommendation apparatus that the embodiment of the present invention provides, tool
Body, the described device of the embodiment of the present invention include above-mentioned application recommendation apparatus request receiver module 11,
First acquisition module 12, screening module 13 and output module 14, further, in the embodiment of the present invention
In, described device may also include that
Second acquisition module 15, for obtaining the current location information of described terminal, and to described current location
Information resolves, and determines the region that described terminal is currently located；
Described screening module 13 can be specifically for:
The region that status information and described terminal be currently located is used, from preset to be recommended according to described internal memory
Set of applications filters out application committed memory value less than described free memory value, and the authority region of application with
The intended application that the region that described terminal is currently located matches.
In specific embodiment, after request receiver module 11 receives the application recommendation request of terminal,
Acquire the current internal memory of terminal by the first acquisition module 12 and use status information, so that it is determined that go out terminal
Untapped free memory value；And acquire the current location information of terminal by the second acquisition module 15,
So that it is determined that go out the region that terminal is currently located, then screening module 13 can be from preset set of applications to be recommended
In filter out application committed memory value less than the free memory value of terminal and authority region and the described end of application
The application that the region that end is currently located matches is pushed to user, it is to avoid recommend committed memory value bigger to user
Application.Concrete, this terminal can be entered by the second acquisition module 15 by GPS technology or other location technologies
Row location, acquires the current location information of this terminal, and according to default distance threshold, will with this eventually
Centered by the current location of end, this distance threshold be that the region of radius is defined as the region that this terminal is currently located,
Thus screen module 13 and can screen and obtain using in this region and surplus less than this terminal of committed memory value
The application of remaining memory value is pushed to user as intended application.Alternatively, this is according to current location information of terminal
The region that the terminal determined is currently located may further be embodied as the urban information at terminal place, the authority of this application
The intended application that the region that region is currently located with this terminal matches is and can carry out in this city scope
The application used, thus screen module 13 and can filter out the application that can use in this city scope is pushed away
Give user, strengthen Consumer's Experience.
In an alternate embodiment of the invention, described request receiver module 11 specifically for:
Receive user and terminal is carried out the application recommendation request that the keyword of operation input is triggered；
Described screening module 13 can be specifically for:
Use status information and described keyword according to described internal memory, sieve from preset set of applications to be recommended
Select application committed memory value less than described free memory value, and application identities and described keyword match
Intended application.
Concrete, described application recommendation request can be specially user and terminal carries out the keyword of operation input
Triggering, can be i.e. when user inputs search key, the application that this search key triggers is recommended please
Ask, in order to client carries out applying matched and searched and recommendation according to this search key.
It should be noted that the intended application that described application identities and the keyword of this input match is preset
Set of applications to be recommended in application identities comprise the application of described keyword, or with this keyword indication
Other application that the type of the application shown is identical.Wherein, this application identities can be specially Apply Names.Such as,
The search key of user's input is " music ", i.e. screening module 13 can filter out from list to be recommended and answer
With title comprises the application of this keyword " music ", may further determine that out with should " music " type other should
With (this application identities may not comprise the keyword of this " music "), thus obtain in application takies
Deposit value and be less than described free memory value, and the application that the search key of application identities and user's input matches
It is pushed to user as recommending application.
In an alternate embodiment of the invention, described device also can farther include:
3rd acquisition module 16, uses status information, described data for obtaining the data traffic of described terminal
Flow uses status information to include the remaining data flow value of described terminal；
Described screening module 13 can be specifically for:
Use status information and described data traffic to use status information according to described internal memory, push away from preset waiting
Recommending to filter out in set of applications applies committed memory value to be less than described free memory value, and application downloading flow value
Intended application less than described remaining data flow value.
Concrete, after request receiver module 11 receives the application recommendation request of terminal, can be by the
One acquisition module 12 acquires the current internal memory of terminal and uses status information, does not uses so that it is determined that go out terminal
Free memory value；And by the 3rd acquisition module 16 acquire terminal data traffic use status information,
Determine the remaining data flow value of terminal, then screening module 13 can be sieved from preset set of applications to be recommended
Select application committed memory value and be less than described remainder less than described free memory value and application downloading flow value
It is pushed to user according to the application of flow value as intended application, thus avoids recommending committed memory value relatively to user
The application that big or downloading flow value is bigger, solve because of terminal account residual stream value less time, user downloads
Need the application of bigger downloading flow values and cannot downloading of causing or flow is beyond the problem of deducting fees caused.
In an alternate embodiment of the invention, described output module 14 may particularly include:
Resolution unit 141, is used for when the described intended application that described screening module 13 filters out is multiple,
Resolving the application message obtaining multiple described intended application respectively, described application message includes described intended application
Application type and application temperature；
Page generating unit 142, for according to applying temperature order from high to low to multiple described intended application
It is ranked up, and according to the application type of described intended application by under the multiple described intended application after sequence
Carrying Data Enter and recommend in entry item corresponding with described application type in template to preset application, generating should
With recommending the page, wherein, described application recommends template to include at least one described entry item；
Page output unit 143, page is recommended in the described application generated for exporting described page generating unit 142
Face.
Concrete, if the intended application filtered out is multiple, then can be resolved by resolution unit 141 and be somebody's turn to do
The application messages such as the application type of multiple intended application and application temperature, page generating unit 142 can be according to
Multiple described intended application are ranked up by application temperature order from high to low, and should according to the plurality of target
Application type the typing respectively of the download information of the plurality of intended application is recommended in template to the most preset application
In the entry item corresponding with the application type of intended application, generate application and recommend the page, and exported by the page
Unit 143 exports this application and recommends the page.It is thus possible to according to the application type of intended application and application temperature
Again the plurality of intended application is pushed to user after arranging, in order to user checks, enhances user's body
Test.Wherein, the download information of described intended application can include the application identities of this intended application, function declaration
And the information such as download link.
Further, in embodiments of the present invention, described device also includes:
Whether detection module 17, for detecting the free memory value of described terminal less than the memory threshold preset；
At described detection module 17, message notifying module 18, for detecting that described free memory value is less than described
During memory threshold, send message notifying according to default alerting pattern, to remind user the need of cleaning institute
State the memory headroom of terminal；
Generation module 19, is used for when receiving user and really seeing clearly reason instruction for the input of described message notifying,
Obtain the use frequency having installed application in described terminal, and according to the described use frequency having installed application,
Generating the application cleaning page, the described application cleaning page includes according to using frequency order from low to high to enter
The described application identities having installed application of row arrangement；
Described output module 14, is additionally operable to export the described application cleaning page that described generation module 19 generates.
Concrete, also can pre-set a memory threshold, the free memory value in terminal is less than this internal memory threshold
Prompting prompting user can be sent during value.The free memory value of described terminal can be detected by detection module 17
Whether less than this memory threshold, and when less than this memory threshold, i.e. can be shown that the memory headroom of present terminal
Less, can send whether message notifying reminds user by message notifying module 18 according to default alerting pattern
Need to clear up tag memory space.If receiving user really see clearly reason instruction for the input of described message notifying,
Can demonstrate the need for the memory headroom of present terminal is cleared up, then can be obtained by generation module 19 described
Terminal installs the use frequency of application, and this has been installed the use frequency of application according to from low to high
Order generates the output application cleaning page after arranging, this application cleaning page includes according to using frequency
Order from low to high carries out the described application identities having installed application arranged, and defeated by output module 14
Go out the described application cleaning page, so that user has installed use frequency and the application identities of application according to this, really
Surely it is to be required for unloading i.e. clearing up this application being installed, thus reaches to clear up the purpose of the memory headroom of terminal.
Wherein, described default alerting pattern includes but not limited to that the prompting of vibrating alert, jingle bell or light prompting etc. carry
The mode of waking up.
Implement the embodiment of the present invention can by the internal memory obtaining in terminal use status information, current location information,
Keyword message and the terminal data flow value of user's input use the terminal current state letters such as status information
Breath, determines the intended application recommended to user, thus carries out answering according to this terminal current state information
Personalized recommendation.
Fig. 7 is the structural representation of a kind of terminal provided in the embodiment of the present invention.As it is shown in fig. 7, it is described
Terminal includes: at least one processor 100, such as CPU, at least one user interface 300, memorizer
400, at least one communication bus 200.Wherein, communication bus 200 is for realizing the company between these assemblies
Connect letter.Wherein, user interface 300 can include display screen (Display), keyboard (Keyboard),
Optional user interface 300 can also include the wireline interface of standard, wave point.Memorizer 400 can be
High-speed RAM memorizer, it is also possible to be non-labile memorizer (non-volatile memory), such as
At least one disk memory.Memorizer 400 optionally can also is that at least one is located remotely from aforementioned processing
The storage device of device 100.Memorizer 400 wherein stores batch processing code, and processor 100 calls
The program code of storage in memorizer 400, is used for performing following operation:
Receive the application recommendation request of terminal；
Responding described application recommendation request, the internal memory obtaining described terminal uses status information, and described internal memory makes
Untapped free memory value is included by status information；
Use status information according to described internal memory, from preset set of applications to be recommended, filter out application take
Memory value is less than the intended application of described free memory value；
Export described intended application.
In an alternative embodiment, during processor 100 may call upon memorizer 400, the program code of storage is held
The following operation of row:
Obtain the current location information of described terminal；
Described current location information is resolved, determines the region that described terminal is currently located；
Processor 100 calls in memorizer 400 program code of storage and performs described to use according to described internal memory
Status information, filters out application committed memory value less than in described residue from preset set of applications to be recommended
Deposit the intended application of value, specifically for performing:
The region that status information and described terminal be currently located is used, from preset to be recommended according to described internal memory
Set of applications filters out application committed memory value less than described free memory value, and the authority region of application with
The intended application that the region that described terminal is currently located matches.
In an alternate embodiment of the invention, during processor 100 calls memorizer 400, the program code of storage performs institute
State the application recommendation request receiving terminal, specifically for performing:
Receive user and terminal is carried out the application recommendation request that the keyword of operation input is triggered；
Processor 100 calls in memorizer 400 program code of storage and performs described to use according to described internal memory
Status information, filters out application committed memory value less than in described residue from preset set of applications to be recommended
Deposit the intended application of value, specifically for performing:
Use status information and described keyword according to described internal memory, sieve from preset set of applications to be recommended
Select application committed memory value less than described free memory value, and application identities and described keyword match
Intended application.
In an alternate embodiment of the invention, the program code of storage during processor 100 may call upon memorizer 400
Operation below performing:
The data traffic obtaining described terminal uses status information, and described data traffic uses in status information and wraps
Include the remaining data flow value of described terminal；
Processor 100 calls in memorizer 400 program code of storage and performs described to use according to described internal memory
Status information, filters out application committed memory value less than in described residue from preset set of applications to be recommended
Deposit the intended application of value, specifically for performing:
Use status information and described data traffic to use status information according to described internal memory, push away from preset waiting
Recommending to filter out in set of applications applies committed memory value to be less than described free memory value, and application downloading flow value
Intended application less than described remaining data flow value.
In an alternate embodiment of the invention, during processor 100 calls memorizer 400, the program code of storage performs institute
State the described intended application of output, specifically for performing:
If the described intended application filtered out is multiple, resolves the most respectively and obtain answering of multiple described intended application
By information, described application message includes application type and the application temperature of described intended application；
According to application temperature order from high to low, multiple described intended application are ranked up, and according to described
The application type of intended application should to preset by the Data Enter of downloading of the multiple described intended application after sequence
With recommending in entry item corresponding with described application type in template, generate application and recommend the page, wherein, institute
Stating application recommends template to include at least one described entry item；
Export described application and recommend the page.
In an alternate embodiment of the invention, in processor 100 calls memorizer 400, the program code of storage performs
Described response described application recommendation request, after obtaining the internal memory use status information of described terminal, also performs
Below operation:
Whether detect the free memory value of described terminal less than the memory threshold preset；
If less than described memory threshold, then sending message notifying according to default alerting pattern, to remind user
The need of the memory headroom clearing up described terminal；
When receiving user and really seeing clearly reason instruction for the input of described message notifying, obtain in described terminal
The use frequency of application is installed, and according to the described use frequency having installed application, has generated output application clear
The reason page, the described application cleaning page includes according to using frequency order from low to high to carry out the institute arranged
State the application identities installing application；
Export the described application cleaning page.
Concrete, the described terminal of the embodiment of the present invention specifically can refer in Fig. 5 to Fig. 6 correspondence embodiment
The associated description of application recommendation apparatus, here is omitted.
In the above-described embodiments, the description to each embodiment all emphasizes particularly on different fields, and does not has in certain embodiment
The part being described in detail, may refer to the associated description of other embodiments.
One of ordinary skill in the art will appreciate that all or part of flow process realizing in above-described embodiment method,
Can be by computer program and complete to instruct relevant hardware, described program can be stored in a calculating
In machine read/write memory medium, this program is upon execution, it may include such as the flow process of the embodiment of above-mentioned each method.
Wherein, described storage medium can be magnetic disc, CD, read-only store-memory body (Read-Only Memory,
Or random store-memory body (Random Access Memory, RAM) etc. ROM).
Above disclosed be only present pre-ferred embodiments, certainly can not with this limit the present invention it
Interest field, the equivalent variations therefore made according to the claims in the present invention, still belong to the scope that the present invention is contained.
Claims (12)
1. an application recommendation method, it is characterised in that including:
Receive the application recommendation request of terminal；
Responding described application recommendation request, the internal memory obtaining described terminal uses status information, and described internal memory makes
Untapped free memory value is included by status information；
Use status information according to described internal memory, from preset set of applications to be recommended, filter out application take
Memory value is less than the intended application of described free memory value；
Export described intended application.
Method the most according to claim 1, it is characterised in that described method also includes:
Obtain the current location information of described terminal；
Described current location information is resolved, determines the region that described terminal is currently located；
Described according to described internal memory use status information, from preset set of applications to be recommended, filter out application
Committed memory value is less than the intended application of described free memory value, including:
The region that status information and described terminal be currently located is used, from preset to be recommended according to described internal memory
Set of applications filters out application committed memory value less than described free memory value, and the authority region of application with
The intended application that the region that described terminal is currently located matches.
Method the most according to claim 1 and 2, it is characterised in that the application of described reception terminal pushes away
Recommend request, including:
Receive user and terminal is carried out the application recommendation request that the keyword of operation input is triggered；
Described according to described internal memory use status information, from preset set of applications to be recommended, filter out application
Committed memory value is less than the intended application of described free memory value, including:
Use status information and described keyword according to described internal memory, sieve from preset set of applications to be recommended
Select application committed memory value less than described free memory value, and application identities and described keyword match
Intended application.
Method the most according to claim 1 and 2, it is characterised in that described method also includes:
The data traffic obtaining described terminal uses status information, and described data traffic uses in status information and wraps
Include the remaining data flow value of described terminal；
Described according to described internal memory use status information, from preset set of applications to be recommended, filter out application
Committed memory value is less than the intended application of described free memory value, including:
Use status information and described data traffic to use status information according to described internal memory, push away from preset waiting
Recommending to filter out in set of applications applies committed memory value to be less than described free memory value, and application downloading flow value
Intended application less than described remaining data flow value.
Method the most according to claim 1, it is characterised in that the described intended application of described output, bag
Include:
If the described intended application filtered out is multiple, resolves the most respectively and obtain answering of multiple described intended application
By information, described application message includes application type and the application temperature of described intended application；
According to application temperature order from high to low, multiple described intended application are ranked up, and according to described
The application type of intended application should to preset by the Data Enter of downloading of the multiple described intended application after sequence
With recommending in entry item corresponding with described application type in template, generate application and recommend the page, wherein, institute
Stating application recommends template to include at least one described entry item；
Export described application and recommend the page.
Method the most according to claim 1, it is characterised in that recommending in the described application of described response please
Asking, after obtaining the internal memory use status information of described terminal, described method also includes:
Whether detect the free memory value of described terminal less than the memory threshold preset；
If less than described memory threshold, then sending message notifying according to default alerting pattern, to remind user
The need of the memory headroom clearing up described terminal；
When receiving user and really seeing clearly reason instruction for the input of described message notifying, obtain in described terminal
The use frequency of application is installed, and according to the described use frequency having installed application, has generated output application clear
The reason page, the described application cleaning page includes according to using frequency order from low to high to carry out the institute arranged
State the application identities installing application；
Export the described application cleaning page.
7. an application recommendation apparatus, it is characterised in that including:
Request receiver module, for receiving the application recommendation request of terminal；
First acquisition module, is used for responding described application recommendation request, and the internal memory obtaining described terminal uses shape
State information, described internal memory uses status information to include untapped free memory value；
Screening module, uses status information for the described internal memory obtained according to described first acquisition module, from
Filtering out application committed memory value in preset set of applications to be recommended should less than the target of described free memory value
With；
Output module, for exporting the described intended application that described screening module filters out.
Device the most according to claim 7, it is characterised in that described device also includes:
Second acquisition module, for obtaining the current location information of described terminal, and to described present bit confidence
Breath resolves, and determines the region that described terminal is currently located；
Described screening module specifically for:
The region that status information and described terminal be currently located is used, from preset to be recommended according to described internal memory
Set of applications filters out application committed memory value less than described free memory value, and the authority region of application with
The intended application that the region that described terminal is currently located matches.
9. according to the device described in claim 7 or 8, it is characterised in that described request receiver module is concrete
For:
Receive user and terminal is carried out the application recommendation request that the keyword of operation input is triggered；
Described screening module specifically for:
Use status information and described keyword according to described internal memory, sieve from preset set of applications to be recommended
Select application committed memory value less than described free memory value, and application identities and described keyword match
Intended application.
10. according to the device described in claim 7 or 8, it is characterised in that described device also includes:
3rd acquisition module, uses status information, described data stream for obtaining the data traffic of described terminal
Amount uses status information to include the remaining data flow value of described terminal；
Described screening module specifically for:
Use status information and described data traffic to use status information according to described internal memory, push away from preset waiting
Recommending to filter out in set of applications applies committed memory value to be less than described free memory value, and application downloading flow value
Intended application less than described remaining data flow value.
11. devices according to claim 7, it is characterised in that described output module includes:
Resolution unit, for when the described intended application that described screening module filters out is multiple, solves respectively
Analysis obtains the application message of multiple described intended application, and described application message includes the application of described intended application
Type and application temperature；
Page generating unit, for entering multiple described intended application according to application temperature order from high to low
Row sequence, and according to the application type of described intended application by the download of the multiple described intended application after sequence
Data Enter to preset application is recommended, in entry item corresponding with described application type in template, to generate application
Recommending the page, wherein, described application recommends template to include at least one described entry item；
Page output unit, the page is recommended in the described application generated for exporting described page generating unit.
12. devices according to claim 7, it is characterised in that described device also includes:
Whether detection module, for detecting the free memory value of described terminal less than the memory threshold preset；
At described detection module, message notifying module, for detecting that described free memory value is less than described internal memory
During threshold value, send message notifying according to default alerting pattern, to remind user the need of clearing up described end
The memory headroom of end；
Generation module, is used for when receiving user and really seeing clearly reason instruction for the input of described message notifying,
Obtain the use frequency having installed application in described terminal, and according to the described use frequency having installed application,
Generating the application cleaning page, the described application cleaning page includes according to using frequency order from low to high to enter
The described application identities having installed application of row arrangement；
Described output module, is additionally operable to export the described application cleaning page that described generation module generates.
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| CN201510080329.8A CN105988836B (en) | 2015-02-12 | 2015-02-12 | Application recommendation method and device |
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| CN105988836B (en) | 2020-07-10 |
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