CN107105428A - The method and device in quick completion end message storehouse - Google Patents
The method and device in quick completion end message storehouse Download PDFInfo
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- CN107105428A CN107105428A CN201610100369.9A CN201610100369A CN107105428A CN 107105428 A CN107105428 A CN 107105428A CN 201610100369 A CN201610100369 A CN 201610100369A CN 107105428 A CN107105428 A CN 107105428A
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- identification informations
- imei
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W8/00—Network data management
- H04W8/26—Network addressing or numbering for mobility support
- H04W8/265—Network addressing or numbering for mobility support for initial activation of new user
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/90—Details of database functions independent of the retrieved data types
- G06F16/95—Retrieval from the web
- G06F16/955—Retrieval from the web using information identifiers, e.g. uniform resource locators [URL]
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L67/00—Network arrangements or protocols for supporting network services or applications
- H04L67/01—Protocols
- H04L67/02—Protocols based on web technology, e.g. hypertext transfer protocol [HTTP]
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Abstract
The embodiment of the present invention provides a kind of method in quick completion end message storehouse, and this method is recorded by obtaining the key message of data service；The URL information of all use HTTP business is parsed from key message record；The crucial URL information comprising end message is obtained from the URL information and is preserved；IMEI identification informations are extracted from the crucial URL information of preservation；Uniformity analysis, and the end message storehouse according to analysis result completion are carried out to the IMEI identification informations and terminal models.The embodiment of the present invention also provides a kind of device in quick completion end message storehouse simultaneously.
Description
Technical field
The present invention relates to mobile phone terminal monitoring signaling technology, more particularly to a kind of quick completion end message storehouse
Method and device.
Background technology
In the prior art, it is typically to obtain international mobile from mobile phone terminal manufacturer when obtaining end message
Device identification (International Mobile Equipment Identity, IMEI), and with mobile phone terminal type
Number corresponding end message, or pass through global mobile communication association (Global System for Mobile
Communications Alliance, GSMA) and its authorized organization be some mobile phone terminal distribute IMEI
Storehouse is inquired about, and this class process is generally manual intervention.
Prior art can also be from HTTP (Hyper Text Transfer Protocol, HTTP)
User agent (User-Agent) obtain end message, but the end message that can be got is limited, same
Different User-Agent can be got when money terminal is using different business, the accuracy of terminal recognition can not
Ensure.
The content of the invention
In view of this, the embodiment of the present invention is expected to provide a kind of method and device in quick completion end message storehouse,
To realize that quick obtaining newly enters the IMEI and terminal type information of network termination, and auto-complete end message storehouse.
What the technical scheme of the embodiment of the present invention was realized in：
A kind of method in quick completion end message storehouse, methods described includes：
Obtain the key message record of data service；
The unification of all use HTTP HTTP business is parsed from key message record
URLs URL information；
The crucial URL information comprising end message is obtained from the URL information and is preserved；
IMEI identification informations are extracted from the crucial URL information of preservation；
Uniformity analysis is carried out to the IMEI identification informations and terminal models, and according to analysis result completion
The end message storehouse.
Method as described above, wherein, it is described that the key for including end message is obtained from the URL information
URL information is simultaneously preserved, including：
The URL information for including predetermined keyword is obtained from the URL information；
The crucial URL is obtained from the URL information comprising predetermined keyword using keyword match
Information；IMEI identification information of the crucial URL information comprising terminal, terminal brand message, terminal type
Number information and system version information.
Method as described above, wherein, IMEI is extracted in the crucial URL information from preservation and is known
Other information, including：
IMEI identification informations are identified from the URL information of the keyword, and utilize the checking of the first formula
The validity of the IMEI identification informations；
First formula is：
Wherein, u (x) functions are used to judge what user accessed by the HOST domains judged in HTTP message
The property of service, verifies the validity of the IMEI identification informations；R (y) functions are used for by judging HTTP
URL/domain identification user behavior characteristic in message, verifies the validity of the IMEI identification informations；
Using validation verification by IMEI identification informations be used as the IMEI identification informations finally extracted.
Method as described above, wherein, it is described that the IMEI identification informations and terminal models are unified
Property analysis, and the end message storehouse according to analysis result completion, including：
The Type Approval number TAC of the IMEI identification informations is extracted, and calculates TAC mapping rates；It is described
TAC mappings rate is that the number of times of the most terminal models of TAC correspondence number of times is cumulative corresponding with the TAC
All terminal models the cumulative ratio of number of times；
When TAC mapping rates reach predetermined threshold value, the TAC ends most with the corresponding number of times is determined
Hold model correspondence；
The terminal models of determination and the IMEI identification informations are entered with the information in existing end message storehouse
Row matching, if it fails to match, increases end message corresponding with the IMEI identification informations, if matching
Success, then carry out uniformity by the end message in existing end message storehouse and the IMEI identification informations
Checking.
Method as described above, wherein, the end message by existing end message storehouse with it is described
IMEI identification informations carry out consistency checking, including：
Amendment is formatted to the IMEI identification informations, extracts and formats revised IMEI identifications letter
TAC in breath, inquires about the TAC in the existing end message storehouse, carries out consistency checking.
A kind of device in quick completion end message storehouse, described device includes：
Acquisition module, the key message for obtaining data service is recorded；
Parsing module, for parsing all use HTTP from key message record
The uniform resource position mark URL information of HTTP business；
The acquisition module is used to obtain the crucial URL information for including end message from the URL information
And preserve；IMEI identification informations are extracted from the crucial URL information of preservation；
Completion module, for carrying out uniformity analysis, and root to the IMEI identification informations and terminal models
According to end message storehouse described in analysis result completion.
Device as described above, wherein, the acquisition module specifically for：
The URL information for including predetermined keyword is obtained from the URL information；
The crucial URL is obtained from the URL information comprising predetermined keyword using keyword match
Information；IMEI identification information of the crucial URL information comprising terminal, terminal brand message, terminal type
Number information and system version information.
Device as described above, wherein, the acquisition module specifically for：
IMEI identification informations are identified from the URL information of the keyword, and utilize the checking of the first formula
The validity of the IMEI identification informations；
First formula is：
Wherein, u (x) functions are used to judge what user accessed by the HOST domains judged in HTTP message
The property of service, verifies the validity of the IMEI identification informations；R (y) functions are used for by judging HTTP
URL/domain identification user behavior characteristic in message, verifies the validity of the IMEI identification informations；
Using validation verification by IMEI identification informations be used as the IMEI identification informations finally extracted.
Device as described above, wherein, the completion module specifically for：
The Type Approval number TAC of the IMEI identification informations is extracted, and calculates TAC mapping rates；It is described
TAC mappings rate is that the number of times of the most terminal models of TAC correspondence number of times is cumulative corresponding with the TAC
All terminal models the cumulative ratio of number of times；
When TAC mapping rates reach predetermined threshold value, the TAC ends most with the corresponding number of times is determined
Hold model correspondence；
The terminal models of determination and the IMEI identification informations are entered with the information in existing end message storehouse
Row matching, if it fails to match, increases end message corresponding with the IMEI identification informations, if matching
Success, then carry out uniformity by the end message in existing end message storehouse and the IMEI identification informations
Checking.
Device as described above, wherein, the completion module specifically for：
Amendment is formatted to the IMEI identification informations, extracts and formats revised IMEI identifications letter
TAC in breath, inquires about the TAC in the existing end message storehouse, carries out consistency checking.
The method and device in quick completion end message storehouse provided in an embodiment of the present invention, by obtaining data industry
The key message record of business；The unification of all use HTTP business is parsed from key message record
URLs (Uniform Resoure Locator, URL) information；Obtained from the URL information
Crucial URL information comprising end message is simultaneously preserved；Extracted from the crucial URL information of preservation
IMEI identification informations；The IMEI identification informations and terminal models are carried out with uniformity analysis, and according to point
Analyse end message storehouse described in result completion.The terminal that so, it is possible quickly to obtain new networking mobile phone terminal is believed
Breath, and auto-complete end message storehouse.
Brief description of the drawings
Fig. 1 is the flow chart of the method in quick completion end message storehouse provided in an embodiment of the present invention；
Fig. 2 is the structural representation of the device in quick completion end message storehouse provided in an embodiment of the present invention.
Embodiment
In the various embodiments of the invention, recorded by the key message for the data service for obtaining mobile phone terminal,
IMEI, the terminal type information for newly entering network termination can be quickly obtained, by dividing URL in signaling
IMEI and the corresponding relation of terminal models are found out in analysis, are matched by multiple times of filtration with checking lifting automation
Success rate.
Fig. 1 is the flow chart of the method in quick completion end message storehouse provided in an embodiment of the present invention.Such as Fig. 1
Shown, the method that the present embodiment is provided can be performed by the device in quick completion end message storehouse, the present embodiment
The method of offer can specifically include：
Step 101, the key message record for obtaining data service.
In this step, it can extract by gathering and decoding source code flow and use data service comprising user
Key message is recorded, specifically can be from Gb Interface, IuPS interfaces, gn interface or S1-U during gathered data
Interface is gathered.
Step 102, from key message record parse the unified resources of all use HTTP business
Finger URL URL information.
In the data of collection, user surf the Net when, some browsers, business APP softwares can be automatically use
The key message at family is reported, such as phone number, IMSI, IMEI, terminal type, system type and correspondence version
This information etc.；This type of information may all occur in the URL that HTTP is recorded, and URL record content can
Can be as follows：
/config/startAppversion=3.9.5＆channel=102＆city_id=1＆datatype=101＆imsi=
460021038003510imageType=2＆imei=358584057426497＆maptype=soso＆model=
IPhone6＆os=8.4＆sig=ba9070aef4fad4af91a611a6492d6878bef2a db4＆token=g5Zk
VWBoCHRxOj
URL in upper example contains the pass such as IMSI, IMEI, terminal brand, terminal models, system version
Key information, it is possible to use these information judge end message.
Step 103, the crucial URL information that acquisition includes end message from the URL information are simultaneously preserved.
In this step, it is necessary first to which URL information is tentatively filtered, i.e. from the URL information
Middle obtain includes the URL information of predetermined keyword, for example, to all URL informations according to
" imei ", " IMEI ", " keyword such as Imei " scans for, as long as in URL information comprising this class keywords just
The record is screened into progress next step filtering.
Secondly, secondary analysis are carried out to the information that tentatively filters out, i.e. using keyword match from described
The crucial URL information is obtained in URL information comprising predetermined keyword；The crucial URL information bag
IMEI identification informations, terminal brand message, terminal type information and system version information containing terminal.
Step 104, the extraction IMEI identification informations from the crucial URL information of preservation.
Specifically, by keyword match identify IMEI identification informations, terminal brand, terminal models,
The information such as system version；Because the keyword of different data services is different, key as much as possible is being provided
While word is screened, in order to avoid there is misrecognition situation, judge that current business whether may be used using business identification
There can be the key messages such as imei, terminal；The HTTP that user's registration or microblogging are accessed such as is recorded as,
There is the information such as IMEI in URL more credible；And the HTTP of news category business is browsed, even if the inside
There are the information such as IMEI also not extract.
In the present embodiment, when IMEI identification informations are identified from the URL information of the keyword, utilize
First formula verifies the validity of the IMEI identification informations；
First formula is：
Wherein, u (x) functions are used to judge what user accessed by the HOST domains judged in HTTP message
The property of service, verifies the validity of the IMEI identification informations；R (y) functions are used for by judging HTTP
URL/domain identification user behavior characteristic in message, verifies the validity of the IMEI identification informations；To have
The IMEI identification informations that effect property is verified are as the IMEI identification informations finally extracted.
If specifically, f (x, y)=0, then IMEI belongs to invalid IMEI, if f (x, y)=1, then IMEI
Belong to effective IMEI.
U (x) functions are used for judging the property that user accesses service by judging the HOST domains in HTTP message,
For example whether being that microblogging the traffic performance such as accesses, navigated, calling a taxi to recognize the validity of the IMEI, x is represented
host；Gather when x belongs to credible host " api.udache.com ", " m.simba.taobao.com ",
" vectors.map.qq.com, api.m.taobao.com ", " andmlbf.tj.ijinshan.com ",
" api.diditaxi.com.cn ", " wx.houyi.baofeng.net ", " notice.diditaxi.com.cn ",
" api.app.i.sogou.com ", " common.diditaxi.com.cn " ... when, u (x)=1.
R (y) functions are used for recognizing user behavior characteristic by judging the url domains in HTTP message, for example, note
Volume, login, privacy are reported, so as to judge the validity of the IMEI, y represents url.When y includes pass
Keyword set " mobile ", " login ", " register ", " Register ", " sign=", " config ", " report ",
" start_time=" ... } in one or several when, r (y)=1.
U (x), r (y) values are only 0 or 1, and only as u (x)=0 and r (y)=0, IMEI belongs to invalid IMEI；
Other situations are all effective IMEI.
In practical application, it is also possible to use alias match mode improve IMEI, terminal brand, terminal models,
The matching degree of system version, alias refers to a kind of digitization describing mode of terminal models, such as iphone5s pairs
A kind of alias answered is A1530.
Concrete implementation mode is：Filtered out IMEI identification informations, Alias information and cannot be distinguished by terminal
The record of model, IMEI identification informations are 35878705****375, and alias is A1530, but can not distinguished
Terminal models, as shown in Table 1.
Table one
| IMEI identification informations | Terminal brand message | Terminal type information | Alias | Network type information |
| 35878705****375 | A1530 |
Matching is recorded with the TAC identicals in record, and IMEI identification informations, end should be included in record
Brand message, terminal type information, alias, network type information are held, such as IMEI identification informations are
35878605****497, alias is that the terminal brand message in A1530, record is apple, terminal models letter
Cease for Iphone5s, network type information is TDD-LTE, as shown in Table 2.
Table two
| IMEI identification informations | Terminal brand message | Terminal type information | Alias | Network type information |
| 35878605****497 | Apple | Iphone5s | A1530 | TDD-LTE |
According to the TAC found, terminal brand message, terminal type information, alias, network type information
The above-mentioned record of completion, then IMEI identification informations are 35878705****375, and alias is A1530 terminal
Corresponding terminal brand message is apple, and terminal type information is Iphone5s, and network type information is
TDD-LTE, as shown in Table 3.
Table three
| IMEI identification informations | Terminal brand message | Terminal type information | Alias | Network type information |
| 35878705****375 | Apple | Iphone5s | A1530 | TDD-LTE |
Step 105, uniformity analysis is carried out to the IMEI identification informations and terminal models, and according to analysis
As a result end message storehouse described in completion.
In actual applications, some terminals can change terminal name, i.e. terminal models, most Android
Terminal is all supported freely to change terminal name, if it may be other by a terminal recognition it not to be handled
Other models of brand terminal or the brand.
Extract IMEI identification informations first 8, i.e. TAC, and closed using the mapping of TAC and terminal models
It is to be counted, when the TAC mapping rates of a certain model reach threshold value, it is believed that the TAC and terminal type
Number correspond, according still further to parameters relationship completion other specification information such as terminal models and brand, network types,
All TAC analysis is realized in the method.
Specifically, extracting the TAC of the IMEI identification informations, and calculate TAC mapping rates；The TAC
Mapping rate adds up institute corresponding with the TAC for the number of times of the most terminal models of TAC correspondence number of times
There is the cumulative ratio of the number of times of terminal models；When TAC mapping rates reach predetermined threshold value, the TAC is determined
The terminal models most with the corresponding number of times are corresponding；By the terminal models of determination and IMEI identification letters
Breath is matched with the information in existing end message storehouse, if it fails to match, increase and the IMEI
The corresponding end message of identification information, if the match is successful, by the end message in existing end message storehouse
Consistency checking is carried out with the IMEI identification informations.
Carried out in the end message by existing end message storehouse and the IMEI identification informations consistent
Property checking when, be formatted amendment to the IMEI identification informations, extract the revised IMEI of formatting
TAC in identification information, inquires about the TAC in the existing end message storehouse, carries out uniformity and tests
Card.
It should be noted that only when IMEI identification informations, terminal brand message, terminal type information,
Support that network formats parameter is all identical, just it is considered that consistency checking passes through；Otherwise need to carry out it
Mark, subsequently to its desk checking.
The technical scheme that the present embodiment is provided, can quickly obtain the end message of new networking mobile phone terminal,
And auto-complete end message storehouse.
Fig. 2 is the structural representation of the device in quick completion end message storehouse provided in an embodiment of the present invention.Such as
Shown in Fig. 2, the device that the present embodiment is provided can specifically include：Acquisition module 11, parsing module 12, and
Completion module 13.
Wherein, acquisition module 11, the key message for obtaining data service is recorded；
Parsing module 12, for parsing all use HTTP business from key message record
URL information；
The acquisition module 11 is used to obtain the crucial URL letters comprising end message from the URL information
Cease and preserve；IMEI identification informations are extracted from the crucial URL information of preservation；
Completion module 13, for carrying out uniformity analysis to the IMEI identification informations and terminal models, and
The end message storehouse according to analysis result completion.
The acquisition module 11 specifically for：The URL for including predetermined keyword is obtained from the URL information
Information；The crucial URL is obtained from the URL information comprising predetermined keyword using keyword match
Information；IMEI identification information of the crucial URL information comprising terminal, terminal brand message, terminal type
Number information and system version information.
Further, the acquisition module 11 specifically for：Recognized from the URL information of the keyword
Go out IMEI identification informations, and utilize the validity of the first formula checking IMEI identification informations；
First formula is：
Wherein, u (x) functions are used to judge what user accessed by the HOST domains judged in HTTP message
The property of service, verifies the validity of the IMEI identification informations；R (y) functions are used for by judging HTTP
URL/domain identification user behavior characteristic in message, verifies the validity of the IMEI identification informations；To have
The IMEI identification informations that effect property is verified are as the IMEI identification informations finally extracted.
Further, the completion module 13 specifically for：The TAC of the IMEI identification informations is extracted,
And calculate TAC mapping rates；The TAC mappings rate is the most terminal models of TAC correspondence number of times
The ratio that the number of times of the cumulative all terminal models corresponding with the TAC of number of times adds up；In TAC mapping rates
When reaching predetermined threshold value, determine that the TAC terminal models most with the corresponding number of times are corresponding；It will determine
Terminal models and the IMEI identification informations matched with the information in existing end message storehouse, if
It fails to match, then increase end message corresponding with the IMEI identification informations, if the match is successful, will
End message in existing end message storehouse carries out consistency checking with the IMEI identification informations.
Further, to the existing completion module 13 specifically for：To the IMEI identification informations
Amendment is formatted, the TAC formatted in revised IMEI identification informations is extracted, described existing
End message storehouse in inquire about the TAC, carry out consistency checking.
The device in the quick completion end message storehouse that the present embodiment is provided, available for execution above method embodiment
Technical scheme, its implementing principle and technical effect is similar, and here is omitted.
In actual applications, the acquisition module 11, parsing module 12, and completion module 13 can be by positioned at fast
Central processing unit (CPU), microprocessor (MPU), numeral letter on the device in fast completion end message storehouse
Number device such as processor (DSP) or field programmable gate array (FPGA) is realized.
It should be understood by those skilled in the art that, embodiments of the invention can be provided as method, system or meter
Calculation machine program product.Therefore, the present invention can using hardware embodiment, software implementation or combine software and
The form of the embodiment of hardware aspect.Moreover, the present invention can be used wherein includes calculating one or more
The computer-usable storage medium of machine usable program code (includes but is not limited to magnetic disk storage and optical storage
Device etc.) on the form of computer program product implemented.
The present invention is with reference to method according to embodiments of the present invention, equipment (system) and computer program product
Flow chart and/or block diagram describe.It should be understood that can be by computer program instructions implementation process figure and/or side
Each flow and/or square frame in block diagram and flow and/or the knot of square frame in flow chart and/or block diagram
Close.Can provide these computer program instructions to all-purpose computer, special-purpose computer, Embedded Processor or
The processor of other programmable data processing devices is to produce a machine so that by computer or other can
The instruction of the computing device of programming data processing equipment is produced for realizing in one flow or multiple of flow chart
The device for the function of being specified in one square frame of flow and/or block diagram or multiple square frames.
These computer program instructions, which may be alternatively stored in, can guide computer or other programmable data processing devices
In the computer-readable memory worked in a specific way so that be stored in the computer-readable memory
Instruction, which is produced, includes the manufacture of command device, and the command device is realized in one flow of flow chart or multiple streams
The function of being specified in one square frame of journey and/or block diagram or multiple square frames.
These computer program instructions can be also loaded into computer or other programmable data processing devices, made
Obtain and series of operation steps performed on computer or other programmable devices to produce computer implemented processing,
So as to which the instruction performed on computer or other programmable devices is provided for realizing in one flow of flow chart
Or specified in one square frame of multiple flows and/or block diagram or multiple square frames function the step of.
The foregoing is only a preferred embodiment of the present invention, is not intended to limit the protection model of the present invention
Enclose.
Claims (10)
1. a kind of method in quick completion end message storehouse, it is characterised in that methods described includes：
Obtain the key message record of data service；
The unification of all use HTTP HTTP business is parsed from key message record
URLs URL information；
The crucial URL information comprising end message is obtained from the URL information and is preserved；
IMEI identification informations are extracted from the crucial URL information of preservation；
Uniformity analysis is carried out to the IMEI identification informations and terminal models, and according to analysis result completion
The end message storehouse.
2. according to the method described in claim 1, it is characterised in that described to be obtained from the URL information
Take the crucial URL information comprising end message and preserve, including：
The URL information for including predetermined keyword is obtained from the URL information；
The crucial URL is obtained from the URL information comprising predetermined keyword using keyword match
Information；IMEI identification information of the crucial URL information comprising terminal, terminal brand message, terminal type
Number information and system version information.
3. method according to claim 2, it is characterised in that the crucial URL from preservation
IMEI identification informations are extracted in information, including：
IMEI identification informations are identified from the URL information of the keyword, and utilize the checking of the first formula
The validity of the IMEI identification informations；
First formula is：
Wherein, u (x) functions are used to judge what user accessed by the HOST domains judged in HTTP message
The property of service, verifies the validity of the IMEI identification informations；R (y) functions are used for by judging HTTP
URL/domain identification user behavior characteristic in message, verifies the validity of the IMEI identification informations；
Using validation verification by IMEI identification informations be used as the IMEI identification informations finally extracted.
4. method according to claim 3, it is characterised in that described to the IMEI identification informations
Uniformity analysis, and the end message storehouse according to analysis result completion are carried out with terminal models, including：
The Type Approval number TAC of the IMEI identification informations is extracted, and calculates TAC mapping rates；It is described
TAC mappings rate is that the number of times of the most terminal models of TAC correspondence number of times is cumulative corresponding with the TAC
All terminal models the cumulative ratio of number of times；
When TAC mapping rates reach predetermined threshold value, the TAC ends most with the corresponding number of times is determined
Hold model correspondence；
The terminal models of determination and the IMEI identification informations are entered with the information in existing end message storehouse
Row matching, if it fails to match, increases end message corresponding with the IMEI identification informations, if matching
Success, then carry out uniformity by the end message in existing end message storehouse and the IMEI identification informations
Checking.
5. method according to claim 4, it is characterised in that described by existing end message storehouse
End message and the IMEI identification informations carry out consistency checking, including：
Amendment is formatted to the IMEI identification informations, extracts and formats revised IMEI identifications letter
TAC in breath, inquires about the TAC in the existing end message storehouse, carries out consistency checking.
6. a kind of device in quick completion end message storehouse, it is characterised in that described device includes：
Acquisition module, the key message for obtaining data service is recorded；
Parsing module, for parsing all use HTTP from key message record
The uniform resource position mark URL information of HTTP business；
The acquisition module is used to obtain the crucial URL information for including end message from the URL information
And preserve；IMEI identification informations are extracted from the crucial URL information of preservation；
Completion module, for carrying out uniformity analysis, and root to the IMEI identification informations and terminal models
According to end message storehouse described in analysis result completion.
7. device according to claim 6, it is characterised in that the acquisition module specifically for：
The URL information for including predetermined keyword is obtained from the URL information；
The crucial URL is obtained from the URL information comprising predetermined keyword using keyword match
Information；IMEI identification information of the crucial URL information comprising terminal, terminal brand message, terminal type
Number information and system version information.
8. device according to claim 7, it is characterised in that the acquisition module specifically for：
IMEI identification informations are identified from the URL information of the keyword, and utilize the checking of the first formula
The validity of the IMEI identification informations；
First formula is：
Wherein, u (x) functions are used to judge what user accessed by the HOST domains judged in HTTP message
The property of service, verifies the validity of the IMEI identification informations；R (y) functions are used for by judging HTTP
URL/domain identification user behavior characteristic in message, verifies the validity of the IMEI identification informations；
Using validation verification by IMEI identification informations be used as the IMEI identification informations finally extracted.
9. device according to claim 8, it is characterised in that the completion module specifically for：
The Type Approval number TAC of the IMEI identification informations is extracted, and calculates TAC mapping rates；It is described
TAC mappings rate is that the number of times of the most terminal models of TAC correspondence number of times is cumulative corresponding with the TAC
All terminal models the cumulative ratio of number of times；
When TAC mapping rates reach predetermined threshold value, the TAC ends most with the corresponding number of times is determined
Hold model correspondence；
The terminal models of determination and the IMEI identification informations are entered with the information in existing end message storehouse
Row matching, if it fails to match, increases end message corresponding with the IMEI identification informations, if matching
Success, then carry out uniformity by the end message in existing end message storehouse and the IMEI identification informations
Checking.
10. device according to claim 9, it is characterised in that the completion module specifically for：
Amendment is formatted to the IMEI identification informations, extracts and formats revised IMEI identifications letter
TAC in breath, inquires about the TAC in the existing end message storehouse, carries out consistency checking.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201610100369.9A CN107105428A (en) | 2016-02-23 | 2016-02-23 | The method and device in quick completion end message storehouse |
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| CN109640316A (en) * | 2018-12-18 | 2019-04-16 | 中国移动通信集团江苏有限公司 | Target terminal user recognition methods, device, equipment and storage medium |
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| CN113015114A (en) * | 2019-12-04 | 2021-06-22 | 中国移动通信集团安徽有限公司 | Method and device for perfecting terminal information base and computing equipment |
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