CN107545052A - Information recommendation method, device, mobile terminal and storage medium - Google Patents
Information recommendation method, device, mobile terminal and storage medium Download PDFInfo
- Publication number
- CN107545052A CN107545052A CN201710730202.5A CN201710730202A CN107545052A CN 107545052 A CN107545052 A CN 107545052A CN 201710730202 A CN201710730202 A CN 201710730202A CN 107545052 A CN107545052 A CN 107545052A
- Authority
- CN
- China
- Prior art keywords
- information
- mobile terminal
- recommendation
- locale
- storage
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Pending
Links
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/90—Details of database functions independent of the retrieved data types
- G06F16/95—Retrieval from the web
- G06F16/953—Querying, e.g. by the use of web search engines
- G06F16/9537—Spatial or temporal dependent retrieval, e.g. spatiotemporal queries
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/90—Details of database functions independent of the retrieved data types
- G06F16/95—Retrieval from the web
Abstract
The embodiment of the invention discloses a kind of information recommendation method, device, mobile terminal and storage medium, this method includes obtaining the positional information that mobile terminal uploads, according to Locale information corresponding to the positional information and map datum determination；According to recommendation information corresponding to the Locale information and the determination of the recommending data collection of storage；The recommendation information is sent to the mobile terminal.This programme improves information recommendation efficiency so that the conversion ratio of recommendation information improves, and specific aim is stronger.
Description
Technical field
The present embodiments relate to computer technology, more particularly to a kind of information recommendation method, device, mobile terminal and deposit
Storage media.
Background technology
With the popularization of mobile terminal such as smart mobile phone, tablet personal computer, the function of mobile terminal is also increasingly abundanter.User
Using acquisition for mobile terminal Domestic News, listen song, see the frequency of video also more and more higher, also layer goes out various application programs
It is not poor, such as：High moral map, U.S. group take out, have dictionary etc..
In the prior art, user would generally receive recommendation information when using mobile terminal, such as server or other movements
The application program recommendation list that terminal is sent, but existing information recommendation content lack of targeted, after user is recommended
Conversion ratio is relatively low.
The content of the invention
The invention provides a kind of information recommendation method, device, mobile terminal and storage medium, improves information recommendation effect
Rate so that the conversion ratio of recommendation information improves, and specific aim is stronger.
In a first aspect, the embodiments of the invention provide a kind of information recommendation method, including：
The positional information that mobile terminal uploads is obtained, according to place corresponding to the positional information and map datum determination
Information；
According to recommendation information corresponding to the Locale information and the determination of the recommending data collection of storage；
The recommendation information is sent to the mobile terminal.
Second aspect, the embodiment of the present invention additionally provide a kind of information recommending apparatus, including：
Data acquisition module, for obtaining the positional information of mobile terminal upload；
First information determining module, for according to Locale information corresponding to the positional information and map datum determination；
Second information determination module, for being pushed away corresponding to the recommending data collection determination according to the Locale information and storage
Recommend information；
Recommendation information sending module, for sending the recommendation information to the mobile terminal.
The third aspect, the embodiment of the present invention additionally provide a kind of mobile terminal, including：Processor, memory and storage
On a memory and the computer program that can run on a processor, realized such as during computer program described in the computing device
Information recommendation method described in the embodiment of the present invention.
Fourth aspect, the embodiment of the present invention additionally provide a kind of storage medium for including mobile terminal executable instruction, institute
Mobile terminal executable instruction is stated to push away for performing the information described in the embodiment of the present invention when being performed as mobile terminal processor
Recommend method.
Technical scheme provided by the invention, information recommendation efficiency is improved, reduce the power consumption of mobile terminal.This programme carries
High information recommendation efficiency so that the conversion ratio of recommendation information improves, and specific aim is stronger.
Brief description of the drawings
By reading the detailed description made to non-limiting example made with reference to the following drawings, of the invention is other
Feature, objects and advantages will become more apparent upon：
Fig. 1 is a kind of flow chart of information recommendation method provided in an embodiment of the present invention；
Fig. 2 is a kind of signal that Locale information is determined according to positional information and map datum provided in an embodiment of the present invention
Figure；
Fig. 3 is a kind of interface schematic diagram for showing recommendation information provided in an embodiment of the present invention；
Fig. 4 is another interface schematic diagram for showing recommendation information provided in an embodiment of the present invention；
Fig. 5 is the flow chart of another information recommendation method provided in an embodiment of the present invention；
Fig. 6 is the flow chart of another information recommendation method provided in an embodiment of the present invention；
Fig. 7 is the flow chart of another information recommendation method provided in an embodiment of the present invention；
Fig. 8 is the flow chart of another information recommendation method provided in an embodiment of the present invention；
Fig. 9 is a kind of structured flowchart of information recommending apparatus provided in an embodiment of the present invention；
Figure 10 is a kind of structural representation of mobile terminal provided in an embodiment of the present invention；
Figure 11 is a kind of structural representation of server provided in an embodiment of the present invention.
Embodiment
Schema is refer to, wherein identical element numbers represent identical component, and principle of the invention is to implement one
Illustrated in appropriate computing environment.The following description is based on the illustrated specific embodiment of the invention, and it should not be by
It is considered as the limitation present invention other specific embodiments not detailed herein.
In the following description, specific embodiment of the invention is by with reference to as the step performed by one or multi-section computer
And symbol illustrates, unless otherwise stating clearly.Therefore, these steps and operation will have to mention for several times is performed by computer, this paper institutes
The computer of finger, which performs, to be included by representing with the computer processing unit of the electronic signal of the data in a structuring pattern
Operation.The data or the opening position being maintained in the memory system of the computer are changed in this operation, and its is reconfigurable
Or change the running of the computer in a manner of known to the tester of this area in addition.The data structure that the data are maintained
For the provider location of the internal memory, it has the particular characteristics as defined in the data format.But the principle of the invention is with above-mentioned text
Word illustrates that it is not represented as a kind of limitation, this area tester will appreciate that plurality of step as described below and behaviour
Also may be implemented among hardware.
Term as used herein " module " can regard the software object to be performed in the arithmetic system as.It is as described herein
Different components, module, engine and service can be regarded as the objective for implementation in the arithmetic system.And device as described herein and side
Method can be implemented in a manner of software, can also be implemented certainly on hardware, within the scope of the present invention.
Term " first ", " second " and " the 3rd " in the present invention etc. is to be used to distinguish different objects, rather than for retouching
State particular order.In addition, term " comprising " and " having " and their any deformations, it is intended that cover non-exclusive include.
Such as contain the step of process, method, system, product or the equipment of series of steps or module is not limited to list or
Module, but some embodiments also include the step of not listing or module, or some embodiments also include for these processes,
Method, product or equipment intrinsic other steps or module.
Referenced herein " embodiment " is it is meant that the special characteristic, structure or the characteristic that describe can wrap in conjunction with the embodiments
In at least one embodiment of the present invention.Each position in the description occur the phrase might not each mean it is identical
Embodiment, nor the independent or alternative embodiment with other embodiments mutual exclusion.Those skilled in the art explicitly and
Implicitly understand, embodiment described herein can be combined with other embodiments.
The present invention is described in further detail with reference to the accompanying drawings and examples.
Fig. 1 is a kind of flow chart of information recommendation method provided in an embodiment of the present invention, and the present embodiment is applicable to moving
Dynamic terminal enters the situation of row information push, and this method can be held by mobile terminal provided in an embodiment of the present invention or server
OK, the information recommending apparatus of the mobile terminal can be realized by the way of software and/or hardware, as shown in figure 1, the present embodiment carries
The concrete scheme of confession is as follows：
Step S101, the positional information that mobile terminal uploads is obtained, is determined according to the positional information and map datum
Corresponding Locale information.
In one embodiment, the positional information can be the gps data that mobile terminal uploads.When mobile terminal is opened
After GPS location function, the gps data of mobile terminal can be obtained, the gps data characterizes the current location of mobile terminal, example
Property, the gps data can include latitude (form ddmm.mmmm), the longitude that mobile terminal is currently located, and (form is
Dddmm.mmmm) and away from sea level altitude (- 9999.9 meters to 9999.9 meters of scope).
Wherein, Locale information includes place classification, such as library, market, gymnasium.In one embodiment, foundation
Locale information corresponding to positional information and map datum determination includes：The map number provided according to positional information and third party
According to Locale information corresponding to determination, optionally, the positional information is mapped in map datum, according to what is marked in map datum
Place is to determine the Locale information of mobile terminal present position.Specifically, the positional information of the mobile upper end got is longitude
X, latitude y, height above sea level z, accordingly, longitude x, place, such as Fig. 2 corresponding to this geographical coordinate of latitude y are inquired about in map datum
Described, Fig. 2 is a kind of schematic diagram that Locale information is determined according to positional information and map datum provided in an embodiment of the present invention, really
The mobile terminal made is located in library building, then corresponding Locale information is library.
Step S102, according to recommendation information corresponding to the Locale information and the determination of the recommending data collection of storage.
In one embodiment, the recommending data centralized recording mapping of different places information and corresponding application program
Relation, it is exemplary, it is as shown in the table：
Table 1
| Place 1 | Application program a | Application program b | ||
| Place 2 | Application program a | Application program c | Application program d | Application program h |
| Place 3 | Application program e | Application program f | Application program g | |
| ... | ... | ... | ... | ... |
Exemplary, when the Locale information determined corresponds to place 3 (such as gymnasium), then foundation recommending data collection determines
Corresponding application program to be recommended is application program e, application program f and application program g, wherein application program e, application program f
It is the APP related to body-building to application program g.
In one embodiment, pushed away described according to corresponding to the Locale information and the determination of the recommending data collection of storage
Before recommending information, in addition to：The attribute information of application program to be recommended is determined, the attribute information includes the class of application program
Not；The recommending data collection associated according to attribute information generation with Locale information.Optionally, by largely should to what is determined
Machine learning is carried out with the attribute information and Locale information of program to obtain the pass of each application program and corresponding Locale information
Connection degree, recommending data collection is generated according to the correlation degree.It is exemplary, can use the study of non-supervisory formula determine application program and
The degree of association of Locale information.In another embodiment, half can be used for associating obvious application program with Locale information
Supervised machine learning mode obtains recommending data collection.It is exemplary, if application program is food and drink APP, then restaurant/restaurant/food
Hall can be identified as and food and drink APP is associated, and correlation degree is high.Optionally, learning process can use Graph Inference
Algorithm or Laplacian SVM algorithms etc..
When step S103, detecting that the mobile terminal meets default pushing condition, the recommendation information is sent to described
Mobile terminal.
In one embodiment, the mobile terminal meets that default pushing condition includes following at least one：The movement
Locale information residing for terminal changes；The display screen interface of the mobile terminal enters information recommendation interface；The movement
Terminal triggers downloading task.In one embodiment, can be by obtaining the gps data of mobile terminal in real time, when according to gps data
Judge that the Locale information of mobile terminal changes, when being such as changed into stadium from library, or being changed into market from residential quarter, then
Trigger information push.In one embodiment, can be that the display screen interface for detecting mobile terminal enters information recommendation interface
Information push is triggered, exemplary, the judgement that the display screen interface enters information recommendation interface can be by detecting mobile terminal
No triggering information push event or recalls information push interface control push interface to determine whether to enter information.In an implementation
In example, information recommendation can be carried out when detecting that mobile terminal triggers downloading task, so that the user of second terminal obtains more
More downloadable contents.
In one embodiment, the place determined is place E, and recommending data collection neutralizes application program corresponding to the E of place
For E1, E2, E3 and E4, it is determined that the recommendation information gone out can be the application icon list for including application program E1-E4.It is optional
, as shown in figure 3, Fig. 3 is a kind of interface schematic diagram for showing recommendation information provided in an embodiment of the present invention, application icon row
Table pushes to second terminal with independent page mode, wherein being that determines recommend the application program of user using a- applications h；
Optionally, as shown in figure 4, Fig. 4 is another interface schematic diagram for showing recommendation information provided in an embodiment of the present invention, recommendation
Breath is alternatively arranged as additional information and is shown in any display interface of mobile terminal, as shown in a news browsing interface, its
Middle using a- applications d is that determines recommend the application program of user.
As shown in the above, mobile terminal is determined by the positional information of mobile terminal upload and with reference to map datum
Place i.e. where user, corresponding recommendation information is determined according to the place and recommending data collection, wherein recommending data collection is
The application program and the relationship maps relation in place obtained by machine learning algorithm, which thereby enhance the push effect of pushed information
Rate, avoid and blindly push, significantly improve the information transferring rate of pushed information content, such as：So that receive pushed information
User is downloaded installation to the application program that pushed information includes, and facilitates the daily life of user, meets user's request.
Fig. 5 is the flow chart of another information recommendation method provided in an embodiment of the present invention, optionally, described to obtain movement
The positional information that terminal uploads includes：Obtain the positional information that mobile terminal uploads in preset duration；Accordingly, if according to institute
State positional information and map datum determine Locale information corresponding at least two, then it is described according to the Locale information with
And before recommendation information corresponding to the recommending data collection determination of storage, in addition to：The mobile terminal is obtained described at least two
Individual Locale information corresponds to the residence time in place；Accordingly, it is described according to the Locale information and the recommending data collection of storage
It is determined that corresponding recommendation information includes：Recommending data collection according to the residence time, the Locale information and storage determines
Corresponding recommendation information.As shown in figure 5, technical scheme is specific as follows：
Step S201, the positional information that mobile terminal uploads in preset duration is obtained, according to the positional information and ground
Locale information corresponding to diagram data determination.
Exemplary, the preset duration can be 1 hour, 3 hours, 5 hours or 8 hours etc..In one embodiment, often
The positional information that a mobile terminal uploads is obtained within individual 5 minutes, persistently the preset duration, i.e., to the mobile terminal within a period of time
Location track obtained and recorded with the Locale information corresponding to determining the mobile terminal with reference to map datum.
Whether the Locale information that step S202, judgement is determined is consistent, and step S204 is performed if inconsistent, if one
Cause, then perform step S203.
Wherein, if Locale information does not change, the place as residing for determining mobile terminal in preset duration is unanimously market,
Then assert that its Locale information is constant, if it is determined that regard as Locale information if going out different Locale information (such as market and library)
It is inconsistent, change occurred.
Step S203, according to recommendation information corresponding to the Locale information and the determination of the recommending data collection of storage.
Step S204, the residence time that the mobile terminal corresponds to place at least two Locale information is obtained, according to
According to recommendation information corresponding to the recommending data collection determination of the residence time, the Locale information and storage.
In one embodiment, the positional information and uplink time uploaded to the mobile terminal got records,
While Locale information is determined according to positional information combination map datum, mobile terminal can be determined according to the temporal information of upload
Duration where the place.Exemplary, 3:00pm receives the positional information of mobile terminal upload, according to the position
The Locale information that confidence breath is determined is natatorium, a Locale information is determined within each 10 minutes, when 4:30pm is determined newly
Locale information, such as market, it is determined that natatorium residence time for 1 hour 30 points.Similarly, it may be determined that go out mobile terminal institute
Time in market, it is assumed that be 20 minutes.It is determined that recommendation information process, residence time, place letter according to different places
Breath and recommending data collection are determined, exemplary, can be that corresponding place distribution is different according to the different residence times
Weights, the residence time, longer weights were bigger (such as：1 hour residence time corresponding weights 2,0.5 hours of corresponding weights 1,2 hour are right
Answer weights 0.5), then the content recommendation in recommendation information and the correlation degree in the place are bigger, so that recommendation information is more
Rationally.
When step S205, detecting that the mobile terminal meets default pushing condition, the recommendation information is sent to described
Mobile terminal.
From the foregoing, by the location of mobile terminal carry out continuation tracking, for determine it is multiple not
Same Locale information, weights can be distributed according to the residence time of different places information, the residence time is longer, and weights are bigger, finally
The recommendation information determined with reference to recommending data collection is more accurate, reasonable.
Fig. 6 is the flow chart of another information recommendation method provided in an embodiment of the present invention, optionally, according to the field
Before recommendation information corresponding to institute's information and the determination of the recommending data collection of storage, in addition to：Determine application program to be recommended
Download information；Accordingly, it is described according to recommendation information bag corresponding to the Locale information and the determination of the recommending data collection of storage
Include：According to recommendation information corresponding to the recommending data collection determination of the download information, the Locale information and storage.Such as Fig. 6
Shown, technical scheme is specific as follows：
Step S301, the positional information that mobile terminal uploads is obtained, is determined according to the positional information and map datum
Corresponding Locale information.
Step S302, the download information of application program to be recommended is determined.
In one embodiment, the download information can be that application program to be recommended is downloaded by multiple different mobile terminals
When, the geographical position residing for mobile terminal, the geographical position can be province, city, area etc..Exemplary, the download information can be with
Determined when mobile terminal is downloaded by application store or supplier official website.In one embodiment, when detect download
During event, obtain in the network address of mobile terminal corresponding to the download event, gps data or the Base Station Identification of connection at least
One kind, the geographical position residing for the mobile terminal is determined according to the network address, gps data or the Base Station Identification of connection.
Step S303, corresponding to the recommending data collection according to the download information, the Locale information and storage determines
Recommendation information.
Exemplary, when download information is geographical position, different application program and one or more to be recommended are geographical
Position is associated, can be with as shown in the table：
Table 2
In one embodiment, pushed away according to corresponding to download information, Locale information and the determination of the recommending data collection of storage
Recommending information can be：After recommendation information being determined according to the Locale information of mobile terminal and the recommending data collection of storage, according to
The download information is screened to recommendation information.Exemplary, raw recommendation information includes 20 application programs, wherein this 20
Individual application program has that the association province of 10 application programs is consistent with the residing province that mobile terminal to be received is current, then by this 10
The consistent application program composition recommendation information in individual province is sent to the mobile terminal.
When step S304, detecting that the mobile terminal meets default pushing condition, the recommendation information is sent to described
Mobile terminal.
From the foregoing, it is determined that the download information during recommendation information further combined with application program to be recommended is made
To screen parameter so that the application program of recommendation is consistent with the geographical position where the mobile terminal for receiving the recommendation information, enters
One step improves the conversion ratio of recommendation information.
Fig. 7 is the flow chart of another information recommendation method provided in an embodiment of the present invention, optionally, according to the field
Before recommendation information corresponding to institute's information and the determination of the recommending data collection of storage, in addition to：Determine that the mobile terminal is corresponding
User property；Accordingly, it is described according to recommendation information corresponding to the Locale information and the determination of the recommending data collection of storage
Including：According to recommendation information corresponding to the recommending data collection determination of the user property, the Locale information and storage.Such as figure
Shown in 7, technical scheme is specific as follows：
Step S401, the positional information that mobile terminal uploads is obtained, is determined according to the positional information and map datum
Corresponding Locale information.
Step S402, user property corresponding to the mobile terminal is determined.
In one embodiment, the user property is including the use of the age of the user of mobile terminal, sex, occupation etc..Should
User property can be determined by the information that user fills in when being registered in using store downloading process, can also be to mobile terminal
Usage record carries out machine learning to determine user property, such as the location track of mobile terminal is recorded, when on weekdays
Working time determine that mobile terminal present position is office building, then it is white collar worker that can assert the user；When day off or
Night determines that mobile terminal present position is that market, cosmetics shop then determine that the sex of the user is female etc..The user property
It can be recorded in mobile terminal, be obtained when needing and sending recommendation information to mobile terminal, can also be and be recorded in
Recommendation information transmitting terminal, by learning to the location track of mobile terminal, using the content for learning to obtain as attribute information
Preserved.
Step S403, corresponding to the recommending data collection according to the user property, the Locale information and storage determines
Recommendation information.
In one embodiment, the recommendation information that recommending data is concentrated can further be screened according to user property,
It is exemplary, can be with during recommendation information is determined according to the geographical position of mobile terminal and the recommending data collection
Pair determination finishes obtained recommendation information and carries out new round screening according to user property again, will meet the application program of user property
User is recommended, exemplary, when the application program H determined is shopping class APP, application program I is motion class APP, then such as
User's sex is man in the user property that fruit is determined, then using application program I as consequently recommended information, if user's sex is
Female, then using application program H as consequently recommended information.
In one embodiment, can also be during recommendation information is determined according to Locale information and recommending data collection
User property is introduced, carries out the determination of recommendation information.
When step S404, detecting that the mobile terminal meets default pushing condition, the recommendation information is sent to described
Mobile terminal.
From the foregoing, during information recommendation is carried out, further combined with the user property of mobile terminal user,
So that recommendation information is more close to the users itself, the conversion ratio of recommendation information is further increased.
Fig. 8 is the flow chart of another information recommendation method provided in an embodiment of the present invention, optionally, described according to institute
Before stating recommendation information corresponding to the recommending data collection determination of Locale information and storage, in addition to：
Obtain the program listing for the application program installed in the mobile terminal；Accordingly, it is described to believe according to the place
Recommendation information corresponding to breath and the determination of the recommending data collection of storage includes：According to described program list, the Locale information with
And recommendation information corresponding to the recommending data collection determination of storage.As shown in figure 8, technical scheme is specific as follows：
Step S501, the positional information that mobile terminal uploads is obtained, is determined according to the positional information and map datum
Corresponding Locale information.
Step S502, the program listing for the application program installed in the mobile terminal is obtained.
In one embodiment, mobile terminal carries out statistical generation program list to locally-installed application program, optional
, list records have title, size, download time of the application program of installation etc., and directly the program listing can be obtained.
In one embodiment, the application journey that server/mobile terminal of recommendation information is downloaded to each mobile terminal can be to determine
Sequence is recorded, and generates program listing, and carries out real-time servicing to the program listing, when needing to carry out letter to a certain mobile terminal
When breath is recommended, program listing corresponding to acquisition and the mobile terminal.
Step S503, corresponding to the recommending data collection according to described program list, the Locale information and storage determines
Recommendation information.
In one embodiment, recommending data can be concentrated according to the classification for the application program installed in the program listing
Recommendation information is further screened, exemplary, true in the Locale information according to mobile terminal and the recommending data collection
During determining recommendation information, if there is multiple application programs that can be to be recommended, it is determined that the plurality of application program to be recommended
Programs categories, the application program that classification is consistent with application category in the application list is as recommendation information.
When step S504, detecting that the mobile terminal meets default pushing condition, the recommendation information is sent to described
Mobile terminal.
From the foregoing, it is determined that during recommendation information, it is further according to the program listing in mobile terminal to be recommended
Carry out the screening of recommendation information so that recommendation information more conforms to user preference, further increases the conversion ratio of recommendation information.
Fig. 9 is a kind of structured flowchart of information recommending apparatus provided in an embodiment of the present invention, and the device is above-mentioned for performing
The information recommendation method that embodiment provides, possesses the corresponding functional module of execution method and beneficial effect.As shown in figure 9, the dress
Put and specifically include：Data acquisition module 101, first information determining module 102, the second information determination module 103 and recommendation information
Sending module 104.
Wherein, data acquisition module 101, for obtaining the positional information of mobile terminal upload.
First information determining module 102, for according to place letter corresponding to the positional information and map datum determination
Breath.
Second information determination module 103, it is corresponding for being determined according to the recommending data collection of the Locale information and storage
Recommendation information.
Recommendation information sending module 104, for sending the recommendation information to the mobile terminal.
The present embodiment provides technical scheme, the positional information uploaded by obtaining mobile terminal, according to the positional information
And Locale information corresponding to map datum determination；According to corresponding to the Locale information and the determination of the recommending data collection of storage
Recommendation information；The recommendation information is sent to the mobile terminal.This programme improves information recommendation efficiency so that recommendation information
Conversion ratio improve, specific aim is stronger.
In a possible embodiment, the first information determining module 102 is additionally operable to：
It is described determine according to the Locale information and the recommending data collection of storage corresponding to before recommendation information, it is determined that
The attribute information of application program to be recommended, the attribute information include the classification of application program；Generated according to the attribute information
The recommending data collection associated with Locale information.
In a possible embodiment, the data acquisition module 101 is specifically used for：
Obtain the positional information that mobile terminal uploads in preset duration；
The first information determining module 102 is additionally operable to：
If Locale information corresponding at least two is determined according to the positional information and map datum, described
Before recommendation information corresponding to the Locale information and the determination of the recommending data collection of storage, obtain the mobile terminal and exist
At least two Locale information corresponds to the residence time that scene Locale information corresponds to place；
Second information determination module 103 is specifically used for：
According to recommendation information corresponding to the recommending data collection determination of the residence time, the Locale information and storage.
In a possible embodiment, the recommendation information sending module 104 is specifically used for：
When detecting that the mobile terminal meets default pushing condition, the recommendation information is sent to the mobile terminal,
The mobile terminal meets that default pushing condition includes following at least one：
Locale information residing for the mobile terminal changes；
The display screen interface of the mobile terminal enters information recommendation interface；
The mobile terminal triggers downloading task.
In a possible embodiment, the first information determining module 102 is additionally operable to：
Before recommendation information corresponding to being determined according to the recommending data collection of the Locale information and storage, it is determined that waiting to push away
Recommend the download information of application program；
Second information determination module 103 is specifically used for：
According to recommendation information corresponding to the recommending data collection determination of the download information, the Locale information and storage.
In a possible embodiment, the first information determining module 102 is additionally operable to：
Before recommendation information corresponding to being determined according to the recommending data collection of the Locale information and storage, it is determined that described
User property corresponding to mobile terminal；
Second information determination module 103 is specifically used for：
According to recommendation information corresponding to the recommending data collection determination of the user property, the Locale information and storage.
In a possible embodiment, the first information determining module 102 is additionally operable to：
It is described determine according to the Locale information and the recommending data collection of storage corresponding to before recommendation information, obtain
The program listing for the application program installed in the mobile terminal；
Second information determination module 103 is specifically used for：
According to recommendation information corresponding to the recommending data collection determination of described program list, the Locale information and storage.
The present embodiment provides a kind of mobile terminal on the basis of the various embodiments described above, and Figure 10 is that the embodiment of the present invention carries
A kind of structural representation of the mobile terminal supplied, as shown in Figure 10, the mobile terminal 200 includes：Memory 201, processor
(Central Processing Unit, CPU) 202, Peripheral Interface 203, RF (Radio Frequency, radio frequency) circuit 205,
Voicefrequency circuit 206, loudspeaker 211, power management chip 208, input/output (I/O) subsystem 209, touch-screen 212, other
Input/control devices 210 and outside port 204, these parts are led to by one or more communication bus or signal wire 207
Letter.
It should be understood that diagram mobile terminal 200 is only an example of mobile terminal, and mobile terminal 200
Can have than more or less parts shown in figure, can combine two or more parts, or can be with
Configured with different parts.Various parts shown in figure can be including one or more signal transactings and/or special
Hardware, software including integrated circuit are realized in the combination of hardware and software.
The mobile terminal for being used to open the rights management of application more that the present embodiment provides is described in detail below, should
Mobile terminal is by taking smart mobile phone as an example.
Memory 201, the memory 201 can be accessed by CPU202, Peripheral Interface 203 etc., and the memory 201 can
Including high-speed random access memory, can also include nonvolatile memory, such as one or more disk memories,
Flush memory device or other volatile solid-state parts.
The input of equipment and output peripheral hardware can be connected to CPU202 and deposited by Peripheral Interface 203, the Peripheral Interface 203
Reservoir 201.
I/O subsystems 209, the I/O subsystems 209 can be by the input/output peripherals in equipment, such as touch-screen 212
With other input/control devicess 210, Peripheral Interface 203 is connected to.I/O subsystems 209 can include the He of display controller 2091
For controlling one or more input controllers 2092 of other input/control devicess 210.Wherein, one or more input controls
Device 2092 processed receives electric signal from other input/control devicess 210 or sends electric signal to other input/control devicess 210,
Other input/control devicess 210 can include physical button (pressing button, rocker buttons etc.), dial, slide switch, behaviour
Vertical pole, click on roller.What deserves to be explained is input controller 2092 can with it is following any one be connected：Keyboard, infrared port,
The instruction equipment of USB interface and such as mouse.
Touch-screen 212, the touch-screen 212 are the input interface and output interface between user terminal and user, can
It can include figure, text, icon, video etc. to user, visual output depending on output display.
Display controller 2091 in I/O subsystems 209 receives electric signal from touch-screen 212 or sent out to touch-screen 212
Electric signals.Touch-screen 212 detects the contact on touch-screen, and the contact detected is converted to and shown by display controller 2091
The interaction of user interface object on touch-screen 212, that is, realize man-machine interaction, the user interface being shown on touch-screen 212
Icon that object can be the icon of running game, be networked to corresponding network etc..What deserves to be explained is equipment can also include light
Mouse, light mouse is not show the touch sensitive surface visually exported, or the extension of the touch sensitive surface formed by touch-screen.
RF circuits 205, it is mainly used in establishing the communication of mobile phone and wireless network (i.e. network side), realizes mobile phone and wireless network
The data receiver of network and transmission.Such as transmitting-receiving short message, Email etc..Specifically, RF circuits 205 receive and send RF letters
Number, RF signals are also referred to as electromagnetic signal, and RF circuits 205 convert electrical signals to electromagnetic signal or electromagnetic signal is converted into telecommunications
Number, and communicated by the electromagnetic signal with communication network and other equipment.RF circuits 205 can include being used to perform
The known circuit of these functions, it includes but is not limited to antenna system, RF transceivers, one or more amplifiers, tuner, one
Individual or multiple oscillators, digital signal processor, CODEC (COder-DECoder, coder) chipset, user identify mould
Block (Subscriber Identity Module, SIM) etc..
Voicefrequency circuit 206, it is mainly used in receiving voice data from Peripheral Interface 203, the voice data is converted into telecommunications
Number, and the electric signal is sent to loudspeaker 211.
Loudspeaker 211, for the voice signal for receiving mobile phone from wireless network by RF circuits 205, it is reduced to sound
And play the sound to user.
Power management chip 208, the hardware for being connected by CPU202, I/O subsystem and Peripheral Interface are powered
And power management.
The executable present invention of the information recommending apparatus and mobile terminal of the mobile terminal provided in above-described embodiment is any real
The information recommendation method for the mobile terminal that example is provided is applied, possesses and performs the corresponding functional module of this method and beneficial effect.Not
The ins and outs of detailed description in the above-described embodiments, reference can be made to the information for the mobile terminal that any embodiment of the present invention is provided
Recommendation method.
The embodiment of the present invention also provides a kind of storage medium for including mobile terminal executable instruction, and the mobile terminal can
Execute instruction is used to perform a kind of information recommendation method when being performed by mobile terminal processor, and this method includes：
The positional information that mobile terminal uploads is obtained, according to place corresponding to the positional information and map datum determination
Information；
According to recommendation information corresponding to the Locale information and the determination of the recommending data collection of storage；
The recommendation information is sent to the mobile terminal.
In a possible embodiment, determined pair according to the Locale information and the recommending data collection of storage described
Before the recommendation information answered, in addition to：
The attribute information of application program to be recommended is determined, the attribute information includes the classification of application program；
The recommending data collection associated according to attribute information generation with Locale information.
In a possible embodiment, the positional information for obtaining mobile terminal upload includes：
Obtain the positional information that mobile terminal uploads in preset duration；
Accordingly, if determining Locale information corresponding at least two according to the positional information and map datum,
Then it is described determine according to the Locale information and the recommending data collection of storage corresponding to before recommendation information, in addition to：
Obtain the mobile terminal and correspond to the stop that scene Locale information corresponds to place at least two Locale information
Time；
Accordingly, it is described according to recommendation information bag corresponding to the Locale information and the determination of the recommending data collection of storage
Include：
According to recommendation information corresponding to the recommending data collection determination of the residence time, the Locale information and storage.
In a possible embodiment, the recommendation information to the mobile terminal that sends includes：
When detecting that the mobile terminal meets default pushing condition, the recommendation information is sent to the mobile terminal,
The mobile terminal meets that default pushing condition includes following at least one：
Locale information residing for the mobile terminal changes；
The display screen interface of the mobile terminal enters information recommendation interface；
The mobile terminal triggers downloading task.
In a possible embodiment, corresponding to being determined in the recommending data collection according to the Locale information and storage
Before recommendation information, in addition to：
Determine the download information of application program to be recommended；
Accordingly, it is described according to recommendation information bag corresponding to the Locale information and the determination of the recommending data collection of storage
Include：
According to recommendation information corresponding to the recommending data collection determination of the download information, the Locale information and storage.
In a possible embodiment, corresponding to being determined in the recommending data collection according to the Locale information and storage
Before recommendation information, in addition to：
Determine user property corresponding to the mobile terminal；
Accordingly, it is described according to recommendation information bag corresponding to the Locale information and the determination of the recommending data collection of storage
Include：
According to recommendation information corresponding to the recommending data collection determination of the user property, the Locale information and storage.
In a possible embodiment, determined pair according to the Locale information and the recommending data collection of storage described
Before the recommendation information answered, in addition to：
Obtain the program listing for the application program installed in the mobile terminal；
Accordingly, it is described according to recommendation information bag corresponding to the Locale information and the determination of the recommending data collection of storage
Include：
According to recommendation information corresponding to the recommending data collection determination of described program list, the Locale information and storage.
Storage medium --- any various types of memory devices or storage device.Term " storage medium " is intended to wrap
Include：Install medium, such as CD-ROM, floppy disk or magnetic tape equipment；Computer system memory or random access memory, such as
DRAM, DDR RAM, SRAM, EDO RAM, blue Bath (Rambus) RAM etc.；Nonvolatile memory, such as flash memory, magnetizing mediums
(such as hard disk or optical storage)；Memory component of register or other similar types etc..Storage medium can also include other
The memory of type or its combination.In addition, storage medium can be located at program in the first computer system being wherein performed,
Or can be located in different second computer systems, second computer system is connected to the by network (such as internet)
One computer system.Second computer system can provide programmed instruction and be used to perform to the first computer." storage is situated between term
Matter " can include may reside within diverse location two of (such as in different computer systems by network connection) or
More storage mediums.Storage medium can store the programmed instruction that can be performed by one or more processors and (such as implement
For computer program).
Certainly, a kind of storage medium for including computer executable instructions that the embodiment of the present invention is provided, its computer
The information recommendation method operation that executable instruction is not limited to the described above, can also carry out what any embodiment of the present invention was provided
Associative operation in information recommendation method.
The present embodiment provides a kind of server on the basis of the various embodiments described above, and Figure 11 is that the embodiment of the present invention provides
A kind of server structural representation, as shown in figure 11, the server 300 includes：Memory 301, processor (Central
Processing Unit, CPU) 302, the computer program performed by processor 302 wherein is stored with memory 301, the meter
Calculation machine program is used for the information recommendation method for realizing that above-described embodiment provides.
Pay attention to, above are only presently preferred embodiments of the present invention and institute's application technology principle.It will be appreciated by those skilled in the art that
The invention is not restricted to specific embodiment described here, can carry out for a person skilled in the art various obvious changes,
Readjust and substitute without departing from protection scope of the present invention.Therefore, although being carried out by above example to the present invention
It is described in further detail, but the present invention is not limited only to above example, without departing from the inventive concept, also
Other more equivalent embodiments can be included, and the scope of the present invention is determined by scope of the appended claims.
Claims (10)
- A kind of 1. information recommendation method, it is characterised in that including：The positional information that mobile terminal uploads is obtained, according to place letter corresponding to the positional information and map datum determination Breath；According to recommendation information corresponding to the Locale information and the determination of the recommending data collection of storage；The recommendation information is sent to the mobile terminal.
- 2. according to the method for claim 1, it is characterised in that described according to the Locale information and the recommendation of storage Before recommendation information corresponding to data set determination, in addition to：The attribute information of application program to be recommended is determined, the attribute information includes the classification of application program；The recommending data collection associated according to attribute information generation with Locale information.
- 3. according to the method for claim 2, it is characterised in that the positional information for obtaining mobile terminal upload includes：Obtain the positional information that mobile terminal uploads in preset duration；Accordingly, if determining Locale information corresponding at least two according to the positional information and map datum, It is described according to the Locale information and the recommending data collection of storage determine corresponding to before recommendation information, in addition to：Obtain the residence time that the mobile terminal corresponds to place at least two Locale information；Accordingly, it is described to include according to recommendation information corresponding to the Locale information and the determination of the recommending data collection of storage：According to recommendation information corresponding to the recommending data collection determination of the residence time, the Locale information and storage.
- 4. according to the method for claim 1, it is characterised in that described to send the recommendation information to the mobile terminal bag Include：When detecting that the mobile terminal meets default pushing condition, the recommendation information is sent to the mobile terminal, it is described Mobile terminal meets that default pushing condition includes following at least one：Locale information residing for the mobile terminal changes；The display screen interface of the mobile terminal enters information recommendation interface；The mobile terminal triggers downloading task.
- 5. according to the method any one of claim 1-4, it is characterised in that according to the Locale information and storage Recommending data collection determine corresponding to before recommendation information, in addition to：Determine the download information of application program to be recommended；Accordingly, it is described to include according to recommendation information corresponding to the Locale information and the determination of the recommending data collection of storage：According to recommendation information corresponding to the recommending data collection determination of the download information, the Locale information and storage.
- 6. according to the method any one of claim 1-4, it is characterised in that according to the Locale information and storage Recommending data collection determine corresponding to before recommendation information, in addition to：Determine user property corresponding to the mobile terminal；Accordingly, it is described to include according to recommendation information corresponding to the Locale information and the determination of the recommending data collection of storage：According to recommendation information corresponding to the recommending data collection determination of the user property, the Locale information and storage.
- 7. according to the method any one of claim 1-4, it is characterised in that it is described according to the Locale information and Before recommendation information corresponding to the recommending data collection determination of storage, in addition to：Obtain the program listing for the application program installed in the mobile terminal；Accordingly, it is described to include according to recommendation information corresponding to the Locale information and the determination of the recommending data collection of storage：According to recommendation information corresponding to the recommending data collection determination of described program list, the Locale information and storage.
- A kind of 8. information recommending apparatus, it is characterised in that including：Data acquisition module, for obtaining the positional information of mobile terminal upload；First information determining module, for according to Locale information corresponding to the positional information and map datum determination；Second information determination module, for recommendation corresponding to the recommending data collection determination according to the Locale information and storage Breath；Recommendation information sending module, for sending the recommendation information to the mobile terminal.
- 9. a kind of mobile terminal, including：Processor, memory and storage are on a memory and the meter that can run on a processor Calculation machine program, it is characterised in that realized described in the computing device during computer program such as any one of claim 1-7 institutes The information recommendation method stated.
- A kind of 10. storage medium for including mobile terminal executable instruction, it is characterised in that the mobile terminal executable instruction When being performed as mobile terminal processor for performing the information recommendation method as any one of claim 1-7.
Priority Applications (2)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201710730202.5A CN107545052A (en) | 2017-08-23 | 2017-08-23 | Information recommendation method, device, mobile terminal and storage medium |
| PCT/CN2018/099383 WO2019037599A1 (en) | 2017-08-23 | 2018-08-08 | Information recommendation method and device, mobile terminal and storage medium |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201710730202.5A CN107545052A (en) | 2017-08-23 | 2017-08-23 | Information recommendation method, device, mobile terminal and storage medium |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| CN107545052A true CN107545052A (en) | 2018-01-05 |
Family
ID=60957721
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201710730202.5A Pending CN107545052A (en) | 2017-08-23 | 2017-08-23 | Information recommendation method, device, mobile terminal and storage medium |
Country Status (2)
| Country | Link |
|---|---|
| CN (1) | CN107545052A (en) |
| WO (1) | WO2019037599A1 (en) |
Cited By (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN108363733A (en) * | 2018-01-17 | 2018-08-03 | 阿里巴巴集团控股有限公司 | Content recommendation method and device |
| WO2019037599A1 (en) * | 2017-08-23 | 2019-02-28 | Oppo广东移动通信有限公司 | Information recommendation method and device, mobile terminal and storage medium |
| CN112115284A (en) * | 2019-06-20 | 2020-12-22 | 腾讯科技（深圳）有限公司 | Multimedia recommendation method, device, equipment and storage medium |
| CN114282126A (en) * | 2022-03-01 | 2022-04-05 | 阿里健康科技(中国)有限公司 | Information recommendation method, device, medium and equipment |
| CN112115284B (en) * | 2019-06-20 | 2024-04-26 | 腾讯科技（深圳）有限公司 | Multimedia recommendation method, device, equipment and storage medium |
Citations (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN104199936A (en) * | 2014-09-09 | 2014-12-10 | 联想(北京)有限公司 | Method and device for processing information |
| US20150148076A1 (en) * | 2013-04-02 | 2015-05-28 | Beijing Baidu Netcom Science And Technology Co., Ltd. | Push method, system and server based on location information |
| CN106067897A (en) * | 2016-06-16 | 2016-11-02 | 百度在线网络技术（北京）有限公司 | Information-pushing method based on user terminal location and device |
Family Cites Families (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US9178933B1 (en) * | 2013-05-31 | 2015-11-03 | Google Inc. | Content recommendation based on context |
| CN103617543B (en) * | 2013-11-25 | 2018-05-08 | 百度在线网络技术（北京）有限公司 | The recommendation method and apparatus of application program |
| CN106021533A (en) * | 2016-05-25 | 2016-10-12 | 北京小米移动软件有限公司 | Application pushing method and device |
| CN106227725A (en) * | 2016-06-28 | 2016-12-14 | 联想(北京)有限公司 | A kind of information processing method, electronic equipment and server |
| CN107545052A (en) * | 2017-08-23 | 2018-01-05 | 广东欧珀移动通信有限公司 | Information recommendation method, device, mobile terminal and storage medium |
-
2017
- 2017-08-23 CN CN201710730202.5A patent/CN107545052A/en active Pending
-
2018
- 2018-08-08 WO PCT/CN2018/099383 patent/WO2019037599A1/en active Application Filing
Patent Citations (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20150148076A1 (en) * | 2013-04-02 | 2015-05-28 | Beijing Baidu Netcom Science And Technology Co., Ltd. | Push method, system and server based on location information |
| CN104199936A (en) * | 2014-09-09 | 2014-12-10 | 联想(北京)有限公司 | Method and device for processing information |
| CN106067897A (en) * | 2016-06-16 | 2016-11-02 | 百度在线网络技术（北京）有限公司 | Information-pushing method based on user terminal location and device |
Cited By (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| WO2019037599A1 (en) * | 2017-08-23 | 2019-02-28 | Oppo广东移动通信有限公司 | Information recommendation method and device, mobile terminal and storage medium |
| CN108363733A (en) * | 2018-01-17 | 2018-08-03 | 阿里巴巴集团控股有限公司 | Content recommendation method and device |
| CN112115284A (en) * | 2019-06-20 | 2020-12-22 | 腾讯科技（深圳）有限公司 | Multimedia recommendation method, device, equipment and storage medium |
| CN112115284B (en) * | 2019-06-20 | 2024-04-26 | 腾讯科技（深圳）有限公司 | Multimedia recommendation method, device, equipment and storage medium |
| CN114282126A (en) * | 2022-03-01 | 2022-04-05 | 阿里健康科技(中国)有限公司 | Information recommendation method, device, medium and equipment |
Also Published As
| Publication number | Publication date |
|---|---|
| WO2019037599A1 (en) | 2019-02-28 |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| CN107612974A (en) | Information recommendation method, device, mobile terminal and storage medium | |
| CN108763579B (en) | Search content recommendation method and device, terminal device and storage medium | |
| CN107526811A (en) | Information recommendation method, device, terminal device and storage medium | |
| CN107491560B (en) | Page picture display method and device, storage medium, server and mobile terminal | |
| CN107645686A (en) | Information processing method, device, terminal device and storage medium | |
| CN107896243B (en) | Acceleration method and device for network data loading, storage medium and mobile terminal | |
| CN107592578A (en) | Information processing method, device, terminal device and storage medium | |
| CN104598511A (en) | Method, device and system for recommending search results | |
| CN105103185A (en) | Routine deviation notification | |
| CN107508883A (en) | Information-pushing method, device, storage medium and mobile terminal | |
| CN101960795A (en) | System and method for delivery of augmented messages | |
| CN107562832A (en) | Information recommendation method, device, mobile terminal and storage medium | |
| CN109240991B (en) | File recommendation method and device, storage medium and intelligent terminal | |
| CN103516780A (en) | Mobile terminal, server, system and method for controlling the same | |
| CN107678823A (en) | Control method, device and the storage medium and mobile terminal of mobile terminal application | |
| CN107528899A (en) | Information recommendation method, device, mobile terminal and storage medium | |
| CN107545052A (en) | Information recommendation method, device, mobile terminal and storage medium | |
| CN107767228A (en) | Using recommendation method, apparatus, terminal device and storage medium | |
| CN107463643A (en) | Display methods, device and the storage medium of barrage data | |
| CN109213413A (en) | A kind of recommended method, device, equipment and storage medium | |
| CN105872250A (en) | Method and device for automatically recognizing owner identity of mobile terminal | |
| CN109241437A (en) | A kind of generation method, advertisement recognition method and the system of advertisement identification model | |
| CN107566467A (en) | Information recommendation method, device, terminal device and storage medium | |
| CN113316778A (en) | Equipment recommendation method and related product | |
| CN108304115B (en) | Terminal item selection method and device, storage medium and terminal |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| PB01 | Publication | ||
| PB01 | Publication | ||
| SE01 | Entry into force of request for substantive examination | ||
| SE01 | Entry into force of request for substantive examination | ||
| RJ01 | Rejection of invention patent application after publication |
Application publication date: 20180105 |
|
| RJ01 | Rejection of invention patent application after publication |