CN107948257A - The method for pushing and computer-readable recording medium of APP - Google Patents
The method for pushing and computer-readable recording medium of APP Download PDFInfo
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- CN107948257A CN107948257A CN201711112018.0A CN201711112018A CN107948257A CN 107948257 A CN107948257 A CN 107948257A CN 201711112018 A CN201711112018 A CN 201711112018A CN 107948257 A CN107948257 A CN 107948257A
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- communication number
- user terminal
- interest topic
- app
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L67/00—Network arrangements or protocols for supporting network services or applications
- H04L67/50—Network services
- H04L67/55—Push-based network services
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L67/00—Network arrangements or protocols for supporting network services or applications
- H04L67/50—Network services
- H04L67/52—Network services specially adapted for the location of the user terminal
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/90—Details of database functions independent of the retrieved data types
- G06F16/95—Retrieval from the web
- G06F16/953—Querying, e.g. by the use of web search engines
- G06F16/9535—Search customisation based on user profiles and personalisation
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04M—TELEPHONIC COMMUNICATION
- H04M1/00—Substation equipment, e.g. for use by subscribers
- H04M1/72—Mobile telephones; Cordless telephones, i.e. devices for establishing wireless links to base stations without route selection
- H04M1/724—User interfaces specially adapted for cordless or mobile telephones
- H04M1/72403—User interfaces specially adapted for cordless or mobile telephones with means for local support of applications that increase the functionality
- H04M1/72406—User interfaces specially adapted for cordless or mobile telephones with means for local support of applications that increase the functionality by software upgrading or downloading
Abstract
The invention discloses the method for pushing and computer-readable recording medium of a kind of APP, the address list information of each user terminal is obtained from the multiple user terminals for being provided with default APP；Obtain all identical communication numbers present in the communication information of the multiple user terminal detected；According to the characteristic behavior information of each corresponding user of communication number in all identical communication numbers of acquisition, the corresponding target interest topic of each communication number is determined from interest topic set；Judge that the corresponding target interest topic of each communication number interest topic whether corresponding with the default APP matches；Obtain the corresponding communication number set of the matched target interest topic of interest topic corresponding with the default APP judged；The corresponding user terminal of each communication number default APP and/or the APP relevant informations being pushed in the communication number set.The method for pushing and computer-readable recording medium of a kind of APP provided by the invention, can effectively improve the accuracy of APP push.
Description
Technical field
The present invention relates to technical field of data processing, more particularly to the method for pushing of APP a kind of and computer-readable storage
Medium.
Background technology
With the rapid development of electronic technology, so that user terminal such as smart mobile phone and smart television in be provided with more
Carry out more application program (Application, abbreviation APP), for facilitate user handle various things for example work things and
Life things.Substantial amounts of APP applications cause people to handle things whenever and wherever possible, improve the effect of the processing things of user
Rate.
Current existing user wants to use some APP, is generally actively searched by APP application platforms；It should by APP
It is not the APP that user wants to look up that the APP actively found with platform, which has very big probability, causes the essence for APP push occur
The problem of parasexuality is relatively low.
The content of the invention
The present invention provides the method for pushing and computer-readable recording medium of a kind of APP, can effectively improve APP push
Accuracy.
The application first aspect provides a kind of method for pushing of APP, including：
The address list information of each user terminal is obtained from the multiple user terminals for being provided with default APP；
Detect and whether there is identical communication number in the address list information of the multiple user terminal；
When detecting the presence of identical communication number, obtain and deposited in the communication information of the multiple user terminal detected
All identical communication numbers；
Believed according to the characteristic behavior of each corresponding user of communication number in all identical communication numbers of acquisition
Breath, determines the corresponding target interest topic of each communication number from interest topic set；
Judge the corresponding target interest topic of each communication number interest topic whether corresponding with the default APP
Match somebody with somebody；
Obtain the corresponding communication number of the matched target interest topic of interest topic corresponding with the default APP judged
Code collection is closed；
The each communication number default APP and/or the APP relevant informations being pushed in the communication number set
The corresponding user terminal of code.
With reference to first aspect, in the first possible embodiment of first aspect, the institute according to acquisition
There is the characteristic behavior information of the corresponding user of each communication number in identical communication number, determined from interest topic set
The corresponding target interest topic of each communication number, specifically includes：
According to the characteristic behavior information of the corresponding user of each communication number of acquisition, it is corresponding to obtain each communication number
User and the matched probability of each interest topic in the interest topic set；
Using the highest interest topic of acquisition user's matching probability corresponding with each communication number as each logical
The corresponding target interest topic of signal code.
With reference to first aspect, in second of possible embodiment of first aspect, installed in each user terminal
The frequency of use of the default APP is not less than predeterminated frequency, and/or, the default APP installed in each user terminal is most
Nearly usage time is in the range of setting time.
With reference to first aspect the first or second of possible embodiment, in the third possible reality of first aspect
Apply in mode, obtaining, the matched target interest topic of interest topic corresponding with the default APP judged is corresponding logical
After interrogating set of numbers, the method further includes：
The regional extent being currently located according to the multiple user terminal, extracts and institute from the communication number set
State the matched communication number of regional extent；
The default APP and its relevant information are pushed to corresponding with the matched communication number of the regional extent each
User terminal.
The third possible embodiment with reference to first aspect, in the 4th kind of possible embodiment of first aspect
In, the regional extent being currently located according to the multiple user terminal extracts and institute from the communication number set
The matched communication number of regional extent is stated, is specifically included：
The region being currently located according to each user terminal of acquisition, determines what the multiple user terminal was currently located
Regional extent；
According to the regional extent, extracted from the communication number set and the matched communication number of the regional extent
Code.
The 4th kind of possible embodiment with reference to first aspect, in the 5th kind of possible embodiment of first aspect
In, what the multiple user terminal was currently located determined in region that each user terminal according to acquisition is currently located
Regional extent, specifically includes：
The region that each user terminal of acquisition is currently located is connected, obtains series connection region；
According to the series connection region and city distributed data, the series connection region is changed；
The regional extent that the amended series connection region is currently located as the multiple user terminal.
The application second aspect provides a kind of computer-readable recording medium, is stored thereon with computer program, the journey
Following steps are realized when sequence is executed by processor：
The address list information of each user terminal is obtained from the multiple user terminals for being provided with default APP；
Detect and whether there is identical communication number in the address list information of the multiple user terminal；
When detecting the presence of identical communication number, obtain and deposited in the communication information of the multiple user terminal detected
All identical communication numbers；
Believed according to the characteristic behavior of each corresponding user of communication number in all identical communication numbers of acquisition
Breath, determines the corresponding target interest topic of each communication number from interest topic set；
Judge the corresponding target interest topic of each communication number interest topic whether corresponding with the default APP
Match somebody with somebody；
Obtain the corresponding communication number of the matched target interest topic of interest topic corresponding with the default APP judged
Code collection is closed；
The each communication number default APP and/or the APP relevant informations being pushed in the communication number set
The corresponding user terminal of code.
With reference to second aspect, in the first possible embodiment of second aspect, the processor is performing basis
The characteristic behavior information of the corresponding user of each communication number in all identical communication numbers obtained, from interest topic
When the step of the corresponding target interest topic of each communication number is determined in set, following steps are specifically included：
According to the characteristic behavior information of the corresponding user of each communication number of acquisition, it is corresponding to obtain each communication number
User and the matched probability of each interest topic in the interest topic set；
Using the highest interest topic of acquisition user's matching probability corresponding with each communication number as each logical
The corresponding target interest topic of signal code.
With reference to second aspect, in second of possible embodiment of second aspect, the processor is performed from installation
When having the step for the address list information for obtaining each user terminal in multiple user terminals of default APP, following step is specifically included
Suddenly：
The frequency of use of the default APP installed in each user terminal is not less than predeterminated frequency, and/or, Mei Geyong
The nearest usage time of the default APP installed in the terminal of family is in the range of setting time.
With reference to the first or second of possible embodiment of second aspect, in the third possible reality of second aspect
Apply in mode, the processor is performed to obtain the matched target of interest topic corresponding with the default APP judged emerging
It is further comprising the steps of after the step of interesting theme corresponding communication number set：
The regional extent being currently located according to the multiple user terminal, extracts and institute from the communication number set
State the matched communication number of regional extent；
The default APP and its relevant information are pushed to corresponding with the matched communication number of the regional extent each
User terminal.
With reference to the third possible embodiment of second aspect, in the 4th kind of possible embodiment of second aspect
In, the processor performs the regional extent being currently located according to the multiple user terminal, from the communication number set
When extracting the step with the matched communication number of the regional extent, following steps are specifically included：
The region being currently located according to each user terminal of acquisition, determines what the multiple user terminal was currently located
Regional extent；
According to the regional extent, extracted from the communication number set and the matched communication number of the regional extent
Code.
With reference to the 4th kind of possible embodiment of second aspect, in the 5th kind of possible embodiment of second aspect
In, the processor performs the region being currently located according to each user terminal of acquisition, determines the multiple user terminal
During the step for the regional extent being currently located, following steps are specifically included：
The region that each user terminal of acquisition is currently located is connected, obtains series connection region；
According to the series connection region and city distributed data, the series connection region is changed；
The regional extent that the amended series connection region is currently located as the multiple user terminal.
Beneficial effects of the present invention are as follows：
The technical solution used due to the embodiment of the present invention for：From the communication for the multiple user terminals for being provided with default APP
Get all identical communication numbers in record information so that the corresponding user of all identical communication numbers that gets with it is more
The probability that the corresponding user (targeted customer) of a user terminal belongs to same type of user increases substantially；Obtaining all phases
After same communication number, the corresponding target interest topic of each communication number is first obtained, then judges target interest topic
The matched communication number set of interest topic corresponding with default APP, and default APP and/or APP relevant informations are pushed to logical
Interrogate the corresponding user terminal of each communication number in set of numbers；The corresponding user of all identical communication numbers with it is multiple
The corresponding user of user terminal belong to same type of user probability increase substantially on the basis of, pass through of interest topic
Further filter out with relation and pushed again into row information with the more matched communication numbers of default APP；It so, it is possible default APP
And its relevant information is pushed to the user terminal of matched degree higher, and then default APP and its related letter can be effectively improved
Cease the accuracy of push.
Brief description of the drawings
Fig. 1 is the first flow chart of the method for pushing of APP in the embodiment of the present invention；
Fig. 2 is second of flow chart of the method for pushing of APP in the embodiment of the present invention；
Fig. 3 is the structure diagram in the region that each user terminal is currently located during the present invention is implemented；
Fig. 4 is the structure diagram of the regional extent that multiple user terminals are currently located in the embodiment of the present invention.
Embodiment
The present invention provides the method for pushing and computer-readable recording medium of a kind of APP, can effectively improve APP push
Accuracy.
As shown in Figure 1, providing a kind of method for pushing of APP in first aspect present invention, comprise the following steps：
S101, the address list information for obtaining from the multiple user terminals for being provided with default APP each user terminal；
S102, the multiple user terminal of detection address list information in whether there is identical communication number；
S103, when detecting the presence of identical communication number, obtain the communication letter of the multiple user terminal detected
All identical communication numbers present in breath；
S104, the feature row according to the corresponding user of each communication number in all identical communication numbers of acquisition
For information, the corresponding target interest topic of each communication number is determined from interest topic set；
S105, judge the corresponding target interest topic of each communication number interest master whether corresponding with the default APP
Topic matching；
The matched target interest topic of interest topic corresponding with the default APP that S106, acquisition are judged is corresponding
Communication number set；
S107, the default APP and/or the APP relevant informations be pushed to it is each in the communication number set
The corresponding user terminal of communication number.
In the embodiment of the present invention, the default APP can be the APP specified, or any one APP.Further
, the user terminal includes smart mobile phone, smart television, tablet computer etc..
Wherein, in step S101, it is fitted with each user terminal in the multiple user terminal described default
APP, then obtains the address list information of each user terminal.The multiple user terminal can be divided into one group of user terminal.
In specific implementation process, filtered out first from substantial amounts of user terminal and the multiple of the default APP are installed
User terminal, address list information is obtained from each user terminal filtered out；Wherein, the address list information include one or
Multiple communication numbers, can also include 0 communication number, and the application is not specifically limited.Further, the multiple user is whole
End is characterized as the user terminal that quantity is not less than 2, such as can be with the user terminal of the quantity such as 2,3,5 and 10.
Specifically, the multiple user terminal is not less than 2 user terminal, such as the setting quantity for setting quantity
Can be with the values for being not less than 2 such as 2,3,5 and 10.Certainly, the setting quantity can be preset by equipment, can also be according to push
Effect adjust automatically, can also be not specifically limited by operator's sets itself, the application.
Specifically, after the setting quantity determines, can be filtered out from substantial amounts of user terminal described in being provided with
All user terminals of default APP；Then at least one set of use will be chosen according to preset rules in all user terminals filtered out
Family terminal set, the quantity of user terminal is the setting quantity in every group of set of user terminals；Then it is whole to obtain every group of user
The address list information of each user terminal in the set of end.Wherein, the preset rules for example can be to randomly select rule, order
Selection rule and condition selection rule etc., the condition selection rule for example can be the bars of the affiliated area based on user terminal
Part selection rule, the condition selection rule of using area based on user terminal and the Parameter Conditions based on user terminal choose rule
Then etc..
For example, the quantity that the user terminal for being provided with the default APP is filtered out from 1000 user terminals is 200
It is a, if setting quantity as 4；At this time, chosen according to condition selection rule from 200 user terminals to 70 groups of user terminal collection
Close, and the quantity in every group of set of user terminals is 4；Then the communication of each user terminal in every group of set of user terminals is obtained
Record information.
It is of course also possible to when the quantity for often filtering out the user terminal for being provided with the default APP reaches setting quantity,
Using all user terminals filtered out at this time as the multiple user terminal, then obtained from each user terminal filtered out
Take address list information.For example, the quantity that sets is 3, then 3 user terminals being provided with the default APP are often being filtered out
When, obtain address list information from each user terminal in 3 user terminals filtered out.
As a preferable scheme, before address list information is obtained from the multiple user terminal filtered out,
Also need to judge whether the user of each user terminal has authorized reading address list information；If judging, the multiple users authorized are whole
End, then obtain the address list information of the multiple user terminals authorized.
For example, the quantity that the user terminal for being provided with the default APP is filtered out from 1000 user terminals is 200
It is a, at this time, 120 user terminals authorized are extracted from 200 user terminals filtered out, if setting quantity as 5；This
When, chosen according to condition selection rule from 120 user terminals to 30 groups of set of user terminals, and every group of set of user terminals
In quantity be 5；Then the address list information of each user terminal in every group of set of user terminals is obtained.
In another example the quantity that the user terminal for being provided with the default APP is filtered out from 1000 user terminals is 200
It is a, if setting quantity as 5；At this time, when often judging 5 user terminals authorized from 200 user terminals, acquisition is sentenced
Address list information in each user terminal to break in 5 user terminals.
As a preferable scheme, the frequency of use of the default APP installed in each user terminal is not less than pre-
If frequency, and/or, the nearest usage time of the default APP installed in each user terminal is in the range of setting time.
Wherein, the predeterminated frequency can be 1 month 1 time, and 3 months 1 time, 1 year 3 inferior；Further, during the setting
Between scope for example can be that in 3 three weeks, in 1 month, in 2 months, in 4 months etc., the application does not make to have in 1 week
Body limits.
Specifically, when filtering out the multiple user terminals for being provided with the default APP from substantial amounts of user terminal,
The frequency of use of the default APP installed in user terminal can be set to be not less than the first precondition of predeterminated frequency；Then
The multiple user terminals for meeting first precondition are filtered out from substantial amounts of user terminal.
Correspondingly, when filtering out the multiple user terminals for being provided with the default APP from substantial amounts of user terminal,
Second preposition bar of the nearest usage time of the default APP installed in user terminal in the range of setting time can be set
Part；Then the multiple user terminals for meeting second precondition are filtered out from substantial amounts of user terminal.
Certainly, also when filtering out the multiple user terminals for being provided with the default APP from substantial amounts of user terminal, meeting
First precondition and second precondition are set；Then filtered out from substantial amounts of user terminal and meet described
Multiple user terminals of one precondition and second precondition.So so that the multiple user terminals filtered out and institute
State the matching degree higher of default APP so that what is detected in the address list information by the multiple user terminals filtered out is all
The corresponding user terminal of identical communication number and the matching degree of the default APP also improve therewith, described so as to improve
The accuracy of default APP push；Compared with good friend of the prior art pushes APP, it is not much different in the accuracy of its push
Situation its pushing speed can also increase substantially.
For example, the frequency of use for being provided with the default APP is filtered out from 1000 user terminals more than 3 months 1 time
User terminal quantity be 200；At this time, 120 users authorized are extracted from 200 user terminals filtered out
Terminal, if setting quantity as 5；At this time, chosen according to condition selection rule from 120 user terminals to 30 groups of user terminal collection
Close, and the quantity in every group of set of user terminals is 5；Then the communication of each user terminal in every group of set of user terminals is obtained
Record information.
Next step S102 is performed, in this step, the address list information in the multiple user terminal can be compared
In each communication number, so as to whether there is identical communication number in detecting the address list information of the multiple user terminal
Code；If detecting the presence of identical communication number, step S103 is performed；If detecting there is no identical communication number,
Without any processing, at this time, it can also continue to perform the operation of step S102 for the multiple user terminals of another set.
In specific implementation process, each communication number in the address list information in any one user terminal can be detected
Whether code in the address list information of each user terminal in remaining users terminal, any one described user terminal and described
Remaining users terminal forms the multiple user terminal.
For example, the multiple user terminal include smart mobile phone A, smart mobile phone B, smart mobile phone C and smart mobile phone D this four
A user terminal, below 4 user terminals represented with A, B, C and D；If the communication number stored in the address list information of A includes
A1, a2, a3, a4, a5 and a6, then by each communication number in A successively with the communication number in address list information in B, C and D
It is compared；If contrasting communication number a3 and a5 in A in address list information is stored in address list information in B, C and D
In, then detect in 4 user terminals there are identical communication number, then perform step S103；If contrast address list in A
Neither one communication number in information is stored in B, C and D in address list information, then is detected in 4 user terminals not
There are identical communication number.
It is of course also possible to choose each communication number in B, C and D in address list information and leading in other user terminals
Communication number in news record information is compared, and the application is not specifically limited.
When detecting the presence of identical communication number by step S102, step S103 is performed, obtains the institute detected
There is identical communication number.
In specific implementation process, each communication number in the address list information in detecting any one user terminal
During whether in the address list information of each user terminal in remaining users terminal, can with often detect one it is identical
Communication number when preserved, until all communication numbers detection completion in the address list information in the user's terminal
Afterwards, that is, all identical communication numbers detected are saved.
For example, the multiple user terminal includes A, B, C and D, if that the selection of any one user terminal is A, by A's
Each communication number in address list information in a1, a2, a3, a4, a5 and a6 successively with it is logical in address list information in B, C and D
Signal code is compared；If the comparison sequence of communication number is a1, a2, a3, a4, a5 and a6；When contrasting a1-a3 successively, if
Contrast the a3 in A in address list information to be stored in B, C and D in address list information, then preserve a3；Then proceed to contrast
A4-a6, if contrast a4-a6 successively, is stored in B, C and D in address list information if contrasting a5, preserves a5；Most
The a3 and a5 for obtaining preservation afterwards are all identical communication numbers detected.
Next step S104 is performed, in this step, obtains each lead in all identical communication numbers first
The characteristic behavior information of the corresponding user of signal code, then further according to acquisition the corresponding user of each communication number feature row
For information, the corresponding target interest topic of each communication number is determined.
In specific implementation process, the corresponding user terminal of the communication number is grasped in each communication number corresponding user
After work, each user terminal can get the characteristic behavior information of relative users.
Specifically, before step S104 is performed, also need to be modeled calculating according to history feature behavioural information, obtain
The interest topic set；Then step S104 is performed.Wherein, the interest topic set includes at least two interest masters
Topic, and different interest topics corresponds to different user interests.And the corresponding target interest master of each communication number determined
The corresponding user of entitled communication number interest topic interested, can be with if user's interest topic interested is multiple
One is randomly choosed from the interest topic of user interest or selects what a user was most interested in.
In the embodiment of the present application, the characteristic behavior information of the user can include but is not limited to following at least one：With
The mark for the content that family operated, number of operations of the user to the content operated, evaluation of the user to the content operated.Its
In, the content that user's operation is crossed can include but is not limited to following at least one：The content of user's collection, user click on interior
Hold, the content that user's evaluation is crossed.
For example, interest topic set includes interest topic E1, interest topic E2, interest topic E3 and interest topic
E4, wherein, E1 includes content F11, content F12, content F13 and content F14, and correspondingly, E2 includes F21, F22, F23 and F24,
E3 includes F31, F32, F33 and F34, and E4 includes F41, F42, F43 and F44.
Wherein, due to comprising all identical communication numbers being a3 and a5 in A, B, C and D, then the corresponding users of a3 are obtained
The characteristic behavior information of Q3, if including F12, F13, F24 and F31 in the characteristic behavior information of Q3, it is determined that Q3 is corresponding emerging
Interesting theme is E1, E2 and E3, and the content in the E1 included due to the characteristic behavior information of Q3 is most, then can determine that Q3 more feels emerging
The interest topic of interest is E1, so that using E1 as the corresponding target interest topics of a3；Similarly, if the feature of the corresponding user Q5 of a5
Include F31, F32, F33 and F41 in behavioural information, then determine that Q5 is interested from Q5 theme E3 and E4 interested
Interest topic is E3, so that using E3 as the corresponding target interest topics of a5.
In another embodiment of the application, when performing step S104, it can also include realizing by following steps：
S1041, the characteristic behavior information according to the corresponding user of each communication number of acquisition, obtain each communication number
Corresponding user and the matched probability of each interest topic in the interest topic set；
S1042, using the highest interest topic of acquisition user's matching probability corresponding with each communication number as
The corresponding target interest topic of each communication number.
Assuming that being directed to the corresponding characteristic behavior information of Q3 and Q5, perform step S1041 and get Q3 and Q5 and the interest
Shown in the matched probability distribution of each interest topic table specific as follows in theme set：
Table 1
| E1 | E2 | E3 | E4 | |
| Q3 | 0.5 | 0.25 | 0.25 | 0 |
| Q5 | 0 | 0 | 0.75 | 0.25 |
After the corresponding user of each communication number and the matched probability of each interest topic is determined, step is performed
S1042, as shown in Table 1, since the matching probability of Q3 and E1 is maximum, it is determined that the corresponding target interest topics of a3 are E1；Together
Reason, since the matching probability of Q5 and E3 is maximum, it is determined that the corresponding target interest topics of a5 are E3.
In the embodiment of the present application, the technical solution of use is：Obtain the corresponding user of each communication number and each interest
The matched probability of theme, then will find an interest topic of matching probability maximum as the corresponding mesh of each communication number
Interest topic is marked, so, it is possible so that the matching precision of the target interest topic obtained and each communication number improves.
Next step S105 is performed, first can be according to data such as the content of the default APP, relevant informations, from institute
State and interest topic corresponding with the default APP is obtained in interest set, the corresponding interest topic of the default APP can be 1
It is a or multiple；After the corresponding interest topics of the default APP are obtained, each communication number that step S104 is obtained corresponds to
Target interest topic interest topic corresponding with the default APP be compared；If it is corresponding to contrast some communication number
Target interest topic some interest topic corresponding with the default APP is identical, it is determined that the corresponding target of the communication number is emerging
Interesting theme interest topic corresponding with the default APP matches；If contrast the corresponding target interest topic of some communication number with
Any one corresponding interest topic of the default APP is different, it is determined that the corresponding target interest topic of the communication number with
The corresponding interest topic of the default APP mismatches.
If for example, the corresponding interest topics of the default APP are E2, E3 and E4, it is assumed that according to the example in step S104,
Aforesaid operations are performed, since the corresponding target interest topics of a3 are different from E2, E3 and E4 for E1, it is determined that the corresponding targets of a3
Interest topic interest topic corresponding with the default APP mismatches；Since the corresponding target interest topics of a5 are E3 and E2, E3
It is identical with the E3 in E4, it is determined that the corresponding target interest topics of a5 interest topic corresponding with the default APP matches.
Next step S106 is performed, the corresponding matched target interest of interest topic of the default APP that will determine that out
The corresponding whole communication numbers of theme include at least one communication as the communication number set, the communication number set
Number.
If according to the example in step S105, aforesaid operations are performed, then can be determined in the communication number set only
Including communication number a5.
Next step S107 is performed, in this step can be by the default APP or described APP relevant informations or described
APP and its relevant information are pushed to the communication number set by modes such as short message mode, liaison mode, social networking application modes
In the corresponding user terminal of each communication number.
Wherein, social networking application mode application such as can be applied with wechat, follow closely nail application is pushed；Further
Ground, the relevant information can be including the recommended informations of the default APP, content information in the default APP, described default
The promotion message of APP and with the related information of the APP etc.；Wherein, the promotion message includes copy, video ads
Deng；Can be the relevant information of the APP similar to the APP and its APP to the related information of the APP.
If according to the example in step S105, aforesaid operations are performed, then can be determined in the communication number set only
Including communication number a5, then it is corresponding the default APP and its relevant information to be pushed to a5 by short message and/or wechat mode
User terminal A 51.
During the present invention is implemented, the technical solution of use is the communication from the multiple user terminals for being provided with the default APP
All identical communication numbers are got in record information so that all identical communication numbers got are corresponding
The probability that user user corresponding with the multiple user terminal belongs to same type of user increases substantially；Described all
The corresponding user of identical communication number user corresponding with the multiple user terminal belongs to the probability of same type of user
On the basis of increasing substantially, and of the target interest topic and each communication number of acquisition is enabled to by step S104
Improved with precision so that in the interest topic matching corresponding with the default APP of target interest topic, its matched precision
Improve therewith, promoting the matching of the communication number and the default APP of step S106 and S107 acquisition can also improve, and then can
Effectively improve the precision of the default APP push.
In another embodiment of the application, matched obtaining the interest topic corresponding with the default APP judged
The corresponding communication number set of target interest topic after, as shown in Fig. 2, the method further includes：
S201, the regional extent being currently located according to the multiple user terminal, are extracted from the communication number set
Go out and the matched communication number of the regional extent；
Specifically, the region that can be currently located according to each user terminal of acquisition, determines the multiple user
The regional extent that terminal is currently located；Then according to the regional extent, extracted from the communication number set with it is described
The matched communication number of regional extent.
In the embodiment of the present application, region that each user terminal is currently located can each user terminal be currently located
Building in some area or town in some area or town, city in city, city etc..Certainly, it is each according to being actually needed
The region that user terminal is currently located can also position more accurate, can also expand the scope of positioning, the application does not make to have
Body limits.
It is specially to lead in the communication number set with the matched communication number of the regional extent in the embodiment of the present application
The present position of the corresponding user terminal of signal code is located at the communication number in the regional extent.Certainly, with the area
The communication number of domain commensurate in scope can also be the current institute of the corresponding user terminal of communication number in the communication number set
The corresponding user terminal of communication number in communication number of the position in the regional extent and the communication number set
Present position is no more than the communication number of the setpoint distance with the regional extent.Wherein, the setpoint distance according to
Actual conditions are set, can also according to the effect of push come adjust automatically setpoint distance, the setpoint distance is for example
It can be 10 kilometers, 20 kilometers, 50 kilometers etc..
Specifically, can be according in the multiple user terminal when obtaining the region that each user terminal is currently located
Location equipment or the location equipment matched somebody with somebody outside, determine the region that each user terminal is currently located.Wherein, the location equipment bag
Include gps satellite positioning chip, big-dipper satellite positioning chip etc..
In the embodiment of the present application, in the region being currently located according to each user terminal of acquisition, determine the multiple
During the regional extent that user terminal is currently located, the region that each user terminal is currently located can be obtained first, then will be every
The region that a user terminal is currently located is connected, and obtains series connection region；At this point it is possible to using the series connection region as described in
The regional extent that multiple user terminals are currently located.
, can also be according to the series connection region and city after the series connection region is obtained as a preferable scheme
City's distributed data, changes the series connection region；Using the amended series connection region as the current institute of the multiple user terminal
Regional extent.
Specifically, it is described according to the series connection region and city distributed data, the series connection region is changed, specific bag
Include：According to the series connection region and city distributed data, the elongated area in the series connection region can be obtained；At this time, after modification
The series connection region be the series connection region and elongated area, and using the series connection region and the elongated area as
The regional extent that the multiple user terminal is currently located；Alternatively, can also according to the series connection region and city distributed data,
Reduce the series connection region；At this time, the amended series connection region is the series connection region after reduction, and by after reduction
The regional extent that the series connection region is currently located as the multiple user terminal.
Specifically, when extending and reducing the series connection region, by analyzing the series connection region and city distributed data,
Obtain the city distribution in the series connection region and the distance relation in the series connection region and other cities；Further according to the series connection
City distribution and the distance relation in region, are extended or are reduced the series connection region, and by after extension or reduction
The regional extent that the series connection region is currently located as the multiple user terminal.
In the embodiment of the present application, the city distribution in by the series connection region extends or contracts with the distance relation
Subtract in the series connection region process, if the hypertelorism in some city and remaining area in the series connection region is i.e. more than described
First pre-determined distance, can reduce the region connected with the city in the series connection region, and by the series connection area after reduction
The regional extent that domain is currently located as the multiple user terminal；At this time, the region that the multiple user terminal is currently located
Scope diminishes and the urban contacts tight ness rating in the region improves, the regional extent for promoting the multiple user terminal to be currently located
Accuracy be improved.
In the embodiment of the present application, first pre-determined distance may be set according to actual conditions, can also be according to push
Effect dynamically adjusts first pre-determined distance, first pre-determined distance for example can be 60 kilometers, 100 kilometers, it is 150 public
In etc., the setpoint distance can be less than first pre-determined distance under normal conditions；Certainly, the setpoint distance can also be with institute
It is identical to state the value of the first pre-determined distance, the setpoint distance is also less than first pre-determined distance, and the application does not make to have
Body limits.
Correspondingly, if the series connection region is less than second pre-determined distance with some city distance, you can to judge to be somebody's turn to do
City is in the radiation scope in the series connection region, so that using the series connection region and the city as the multiple user
The regional extent that terminal is currently located；At this time, the city in regional extent that the multiple user terminal is currently located is being ensured
In the case of the tight ness rating of contact, additionally it is possible to expand the regional extent that the multiple user terminal is currently located, can ensure institute
State the accuracy and enlarged area scope for the regional extent that multiple user terminals are currently located.
In the embodiment of the present application, second pre-determined distance may be set according to actual conditions, can also be according to push
Effect dynamically adjusts second pre-determined distance, and second pre-determined distance for example can be 30 kilometers, 40 kilometers, 50 kilometers
Deng second pre-determined distance can be less than first pre-determined distance under normal conditions；Certainly, second pre-determined distance also may be used
With identical with the value of first pre-determined distance, second pre-determined distance can also be more than first pre-determined distance, this
Application is not specifically limited.
For example, as shown in Figure 3 and Figure 4, the multiple user terminal includes A, B, C and D, at this time, according in A, B, C and D
GPS chip, it is that the region that the A11 areas in A1 cities, B are currently located is the A12 areas in A1 cities, C current to determine region that A is currently located
The region at place is the C11 areas that the region that the B11 areas in B1 cities, D are currently located is C1 cities, then by A11, A12, B11 and C11 this four
The regional extent that the series connection region that a region surrounds is currently located as A, B, C and D；It is of course also possible to by A1, B1 and C1 this three
The regional extent that the series connection region G that a region surrounds is currently located as A, B, C and D.
Wherein, G and city distributed data can also be analyzed after G is obtained, if analyze between G and city D1 away from
During from no more than 10 kilometers, second pre-determined distance is 10 kilometers, elongated area that can be using D1 as G, at this time, by G with
The regional extent that D1 is currently located as A, B, C and D.Certainly, if the distance for analyzing C1 to A1 and B1 in G has exceeded 100
Kilometer, first pre-determined distance is 100 kilometers, and the distance between A1 and B1 then reduce C1 not less than 100 kilometers in G
To the series connection region of A1 and B1, only retain what the series connection region that A1 and B1 this Two Areas surrounds was currently located as A, B, C and D
Regional extent；The series connection region that these three regions of A11, A12 and B11 surround can also only be retained to be currently located as A, B, C and D
Regional extent.
The default APP and/or the APP relevant informations, be pushed to and the matched communication of the regional extent by S202
The corresponding each user terminal of number.
Specifically, extracted by step S201 with after the matched communication number of the regional extent, by institute
State default APP or described APP relevant informations or the APP and its relevant information is pushed to and the matched communication of the regional extent
The corresponding each user terminal of number.
Specifically, the embodiment of step S202 specifically may be referred to the embodiment of step S104, in order to illustrate
Book it is succinct, just repeat no more herein.
For example, the multiple user terminal includes A, B, C and D, the communication number collection having in 4 user terminals is detected
A3 and a5 are combined into, at this time, the GPS chip in A, B, C and D, determines the region that A, B, C and D are currently located；Again to A, B, C
The series connection region G and city distributed data that region A1, B1 and the C1 being currently located with D are surrounded are analyzed.If analyze G and city
When the distance between city D1 is less than 10 kilometers, then the regional extent that is currently located G and D1 as A, B, C and D；Then a3 is detected
Whether the position being currently located with a5 is in the regional extent；If detect position that a5 is currently located in the region model
In enclosing, then the default APP is pushed to the corresponding user terminals of a5.
Wherein, if the distance for analyzing C1 to A1 and B1 in G has exceeded 100 kilometers, first pre-determined distance is 100
Kilometer, and the distance between A1 and B1 then reduce the series connection region of C1 to A1 and B1 not less than 100 kilometers in G, can only protect
The regional extent that the series connection region that the two regions of A1 and B1 surround is currently located as A, B, C and D is stayed, can also only be retained
The regional extent that the series connection region that these three regions of A11, A12 and B11 surround is currently located as A, B, C and D；Then a3 is detected
Whether the position being currently located with a5 is in the regional extent；If detect position that a5 is currently located in the region model
In enclosing, then the default APP is pushed to the corresponding user terminals of a5.
In the embodiment of the present application, the city distribution in by the series connection region extends or contracts with the distance relation
Subtract in the series connection region process, if the hypertelorism in some city and remaining area in the series connection region, can reduce
The region connected in the series connection region with the city, and using the series connection region after reduction as the multiple user terminal
The regional extent being currently located；At this time, the regional extent that the multiple user terminal is currently located diminishes and the city in the region
City's contact tight ness rating improves so that the accuracy for the regional extent that the multiple user terminal is currently located also becomes higher；Phase
Ying Di, if the series connection region is less than the pre-determined distance with some city distance, you can to judge the city in the series connection
In the radiation scope in region, so that using the series connection region and the city as being currently located as the multiple user terminal
Regional extent；At this time, in the tight ness rating feelings for ensuring the urban contacts in regional extent that the multiple user terminal is currently located
Under condition, additionally it is possible to expand the regional extent that the multiple user terminal is currently located, can ensure the multiple user terminal
The accuracy and enlarged area scope for the regional extent being currently located.
Further, in the case where the accuracy of the regional extent is ensured, from the communication number set
In extract and be greatly improved with the probability of communication number that the matched communication number of the regional extent is target customer,
The default APP and its accuracy of relevant information push can be further improved.
Based on the technical concept identical with the method that first aspect present invention provides, second aspect of the present invention additionally provides one
Kind computer-readable recording medium, is stored thereon with computer program, which realizes following steps when being executed by processor：
The address list information of each user terminal is obtained from the multiple user terminals for being provided with default APP；
Detect and whether there is identical communication number in the address list information of the multiple user terminal；
When detecting the presence of identical communication number, obtain and deposited in the communication information of the multiple user terminal detected
All identical communication numbers；
Believed according to the characteristic behavior of each corresponding user of communication number in all identical communication numbers of acquisition
Breath, determines the corresponding target interest topic of each communication number from interest topic set；
Judge the corresponding target interest topic of each communication number interest topic whether corresponding with the default APP
Match somebody with somebody；
Obtain the corresponding communication number of the matched target interest topic of interest topic corresponding with the default APP judged
Code collection is closed；
The each communication number default APP and/or the APP relevant informations being pushed in the communication number set
The corresponding user terminal of code.
Preferably, the processor is being performed according to each communication number in all identical communication numbers of acquisition
The characteristic behavior information of corresponding user, determines the corresponding target interest topic of each communication number from interest topic set
Step when, specifically include following steps：
According to the characteristic behavior information of the corresponding user of each communication number of acquisition, it is corresponding to obtain each communication number
User and the matched probability of each interest topic in the interest topic set；
Using the highest interest topic of acquisition user's matching probability corresponding with each communication number as each logical
The corresponding target interest topic of signal code.
Preferably, the processor performs and each user terminal is obtained from the multiple user terminals for being provided with default APP
Address list information step when, specifically include following steps：
The frequency of use of the default APP installed in each user terminal is not less than predeterminated frequency, and/or, Mei Geyong
The nearest usage time of the default APP installed in the terminal of family is in the range of setting time.
Preferably, the processor is performed to obtain the interest topic corresponding with the default APP judged matched
It is further comprising the steps of after the step of target interest topic corresponding communication number set：
The regional extent being currently located according to the multiple user terminal, extracts and institute from the communication number set
State the matched communication number of regional extent；
The default APP and its relevant information are pushed to corresponding with the matched communication number of the regional extent each
User terminal.
Preferably, the processor performs the regional extent being currently located according to the multiple user terminal, leads to from described
When extracting the step with the matched communication number of the regional extent in news set of numbers, following steps are specifically included：
The region being currently located according to each user terminal of acquisition, determines what the multiple user terminal was currently located
Regional extent；
According to the regional extent, extracted from the communication number set and the matched communication number of the regional extent
Code.
Preferably, the processor performs the region being currently located according to each user terminal of acquisition, determines described
During the step for the regional extent that multiple user terminals are currently located, following steps are specifically included：
The region that each user terminal of acquisition is currently located is connected, obtains series connection region；
According to the series connection region and city distributed data, the series connection region is changed；
The regional extent that the amended series connection region is currently located as the multiple user terminal.
Beneficial effects of the present invention are as follows：
The technical solution used due to the embodiment of the present invention for：From the communication for the multiple user terminals for being provided with default APP
Get all identical communication numbers in record information so that the corresponding user of all identical communication numbers that gets with it is more
The probability that the corresponding user (targeted customer) of a user terminal belongs to same type of user increases substantially；Obtaining all phases
After same communication number, the corresponding target interest topic of each communication number is first obtained, then judges target interest topic
The matched communication number set of interest topic corresponding with default APP, and default APP and/or APP relevant informations are pushed to logical
Interrogate the corresponding user terminal of each communication number in set of numbers；The corresponding user of all identical communication numbers with it is multiple
The corresponding user of user terminal belong to same type of user probability increase substantially on the basis of, pass through of interest topic
Further filter out with relation and pushed again into row information with the more matched communication numbers of default APP；It so, it is possible default APP
And its relevant information is pushed to the user terminal of matched degree higher, and then default APP and its related letter can be effectively improved
Cease the accuracy of push.
All features disclosed in this specification, or disclosed all methods or during the step of, except mutually exclusive
Feature and/or step beyond, can combine in any way.
Any feature disclosed in this specification (including any accessory claim, summary and attached drawing), except non-specifically chatting
State, can be replaced by other alternative features that are equivalent or have similar purpose.I.e., unless specifically stated, each feature
It is an example in a series of equivalent or similar characteristics.
The invention is not limited in foregoing embodiment.The present invention, which expands to, any in the present specification to be disclosed
New feature or any new combination, and disclose any new method or process the step of or any new combination.
Claims (10)
- A kind of 1. method for pushing of APP, it is characterised in that including：The address list information of each user terminal is obtained from the multiple user terminals for being provided with default APP；Detect and whether there is identical communication number in the address list information of the multiple user terminal；When detecting the presence of identical communication number, present in the communication information that obtains the multiple user terminal detected All identical communication numbers；According to the characteristic behavior information of each corresponding user of communication number in all identical communication numbers of acquisition, from The corresponding target interest topic of each communication number is determined in interest topic set；Judge that the corresponding target interest topic of each communication number interest topic whether corresponding with the default APP matches；Obtain the corresponding communication number collection of the matched target interest topic of interest topic corresponding with the default APP judged Close；The each communication number pair default APP and/or the APP relevant informations being pushed in the communication number set The user terminal answered.
- 2. method for pushing as claimed in claim 1, it is characterised in that all identical communications number according to acquisition The characteristic behavior information of the corresponding user of each communication number, determines each communication number pair from interest topic set in code The target interest topic answered, specifically includes：According to the characteristic behavior information of the corresponding user of each communication number of acquisition, the corresponding user of each communication number is obtained With the matched probability of each interest topic in the interest topic set；Using the highest interest topic of acquisition user's matching probability corresponding with each communication number as each communication number The corresponding target interest topic of code.
- 3. method for pushing as claimed in claim 1, it is characterised in that the default APP's installed in each user terminal Frequency of use is not less than predeterminated frequency, and/or, the nearest usage time of the default APP installed in each user terminal exists In the range of setting time.
- 4. such as claim 1-3 any one of them method for pushing, it is characterised in that preset what acquisition was judged with described After the corresponding communication number set of the matched target interest topic of the corresponding interest topics of APP, the method further includes：The regional extent being currently located according to the multiple user terminal, extracts and the area from the communication number set The communication number of domain commensurate in scope；The default APP and its relevant information are pushed to each user corresponding with the matched communication number of the regional extent Terminal.
- 5. method for pushing as claimed in claim 4, it is characterised in that described to be currently located according to the multiple user terminal Regional extent, extracted from the communication number set with the matched communication number of the regional extent, specifically include：The region being currently located according to each user terminal of acquisition, determines the region that the multiple user terminal is currently located Scope；According to the regional extent, extracted from the communication number set and the matched communication number of the regional extent.
- 6. method for pushing as claimed in claim 5, it is characterised in that each user terminal according to acquisition is currently located Region, determine the regional extent that the multiple user terminal is currently located, specifically include：The region that each user terminal of acquisition is currently located is connected, obtains series connection region；According to the series connection region and city distributed data, the series connection region is changed；The regional extent that the amended series connection region is currently located as the multiple user terminal.
- 7. a kind of computer-readable recording medium, is stored thereon with computer program, it is characterised in that the program is held by processor Following steps are realized during row：The address list information of each user terminal is obtained from the multiple user terminals for being provided with default APP；Detect and whether there is identical communication number in the address list information of the multiple user terminal；When detecting the presence of identical communication number, present in the communication information that obtains the multiple user terminal detected All identical communication numbers；According to the characteristic behavior information of each corresponding user of communication number in all identical communication numbers of acquisition, from The corresponding target interest topic of each communication number is determined in interest topic set；Judge that the corresponding target interest topic of each communication number interest topic whether corresponding with the default APP matches；Obtain the corresponding communication number collection of the matched target interest topic of interest topic corresponding with the default APP judged Close；The each communication number pair default APP and/or the APP relevant informations being pushed in the communication number set The user terminal answered.
- 8. computer-readable recording medium as claimed in claim 7, it is characterised in that the processor is identical in perform detection Communication number in each corresponding user of communication number characteristic behavior information, determined from interest topic set each logical During the step of the corresponding target interest topic of signal code, following steps are specifically included：According to the characteristic behavior information of each corresponding user of communication number in all identical communication numbers of acquisition, from The corresponding target interest topic of each communication number is determined in interest topic set, is specifically included：According to the characteristic behavior information of the corresponding user of each communication number of acquisition, the corresponding user of each communication number is obtained With the matched probability of each interest topic in the interest topic set；Using the highest interest topic of acquisition user's matching probability corresponding with each communication number as each communication number The corresponding target interest topic of code.
- 9. computer-readable recording medium as claimed in claim 7 or 8, it is characterised in that the processor is performed and obtained The step of matched target interest topic of interest topic corresponding with the default APP judged corresponding communication number set Afterwards, it is further comprising the steps of：The regional extent being currently located according to the multiple user terminal, extracts and the area from the communication number set The communication number of domain commensurate in scope；The default APP and its relevant information are pushed to each user corresponding with the matched communication number of the regional extent Terminal.
- 10. computer-readable recording medium as claimed in claim 9, it is characterised in that the processor is performed according to The regional extent that multiple user terminals are currently located, extracts matched with the regional extent from the communication number set During the step of communication number, following steps are specifically included：The region being currently located according to each user terminal of acquisition, determines the region that the multiple user terminal is currently located Scope；According to the regional extent, extracted from the communication number set and the matched communication number of the regional extent.
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