CN109151808A - A kind of data analysing method and system - Google Patents
A kind of data analysing method and system Download PDFInfo
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- CN109151808A CN109151808A CN201811174776.XA CN201811174776A CN109151808A CN 109151808 A CN109151808 A CN 109151808A CN 201811174776 A CN201811174776 A CN 201811174776A CN 109151808 A CN109151808 A CN 109151808A
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W8/00—Network data management
- H04W8/18—Processing of user or subscriber data, e.g. subscribed services, user preferences or user profiles; Transfer of user or subscriber data
- H04W8/20—Transfer of user or subscriber data
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W24/00—Supervisory, monitoring or testing arrangements
- H04W24/10—Scheduling measurement reports ; Arrangements for measurement reports
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W8/00—Network data management
- H04W8/18—Processing of user or subscriber data, e.g. subscribed services, user preferences or user profiles; Transfer of user or subscriber data
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- Computer Networks & Wireless Communication (AREA)
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Abstract
The present invention discloses user and changes planes data analysing method and system, is related to the communications field.The present invention is analyzed by record information of the database generating means to user, determine that user has replaced mobile device, and pass through the inquiry library TAC, the replacement mobile device information of user is generated according to change planes device-dependent message, the location information for front and back of changing planes and the information such as network capabilities for front and back of changing planes of front and back of user, it is stored in replacement mobile device information bank, various demand analyses are carried out according to the replacement mobile device information bank for other mechanisms such as each operator, mobile device manufacturers, and then improve the accuracy to application requirement analysis.
Description
Technical field
It changes planes data analysing method and system the present invention relates to the communications field more particularly to a kind of user.
Background technique
Currently, intelligent terminal has become social, consumption in for people's lives, amusement and that obtain information etc. indispensable is auxiliary
Assistant engineer's tool, with the fast development of mobile communication technology and intelligent terminal, usage scenario, brand, the model of mobile terminal etc. are more
It is new to regenerate rapidly, in order to be launched to business game, network capabilities, network load, terminal, user's strategy etc. of changing planes analyze,
Obtain the application demand of user, it is desirable to provide a kind of efficient analysis method to match with demand.Analysis in the prior art
The modes such as identification information that method is mainly based upon terminal shipment, user's questionnaire survey, terminal booting are sent, and it is based on terminal
The mode of shipment amount, analysis result lay particular emphasis on the shipment amount and city's accounting of mobile device manufacturer, can not accurately analyze user's reality
The case where enabling new mobile device and can not knowing accurately is changed planes location information；Based on the mode of user's questionnaire survey, by
Longer in the period, the timeliness of analysis is poor, and the application value for analyzing result is also restricted；It is sent based on terminal booting
The mode of identification information can not then analyze the strategy that user changes planes in long period scale, and the prior art is upper
The analysis result accuracy that the mode of stating obtains is lower, limits its application range for analyzing result.
Summary of the invention
The present embodiment provides a kind of data analysing method and system, changed planes statistical information with obtaining accurate user, thus
Improve the accuracy to application requirement analysis.
In order to achieve the above objectives, the embodiment of the present invention provides a kind of data analysing method, is applied to database and generates dress
It sets, which comprises
The record information of the first user is obtained from network side, includes: the identification of mobile station international member in the record information
Code MSISDN, record time started, international mobile equipment identification number IMEI and international mobile subscriber identity IMSI；
If determining that first user has replaced mobile device according to the record information, the replacement for generating the first user is moved
Dynamic facility information；
The replacement mobile device information of first user is added to replacement mobile device information bank, the replacement movement
Facility information library includes user identifier, and user identifier is corresponding change planes before mobile facility information and corresponding with user identifier change
Mobile facility information after machine；
Application requirement analysis is carried out according to the replacement mobile device information bank.
Accordingly, the embodiment of the invention also provides a kind of data analysis system, the data analysis system includes: data
Library generating means and demand analysis device, the database generating means include: data obtaining module, analysis module and storage mould
Block；
The data obtaining module wraps in the record information for obtaining the record information of the first user from network side
It includes: mobile station international member identification code MSISDN, record time started, international mobile equipment identification number IMEI and international mobile use
Family identification code IMSI；
The analysis module, if for determining that first user has replaced mobile device according to the record information, it is raw
At the replacement mobile device information of the first user；The replacement mobile device information of first user is added to replacement movement to set
Standby information bank；
The memory module, for storing the replacement mobile device information bank, the replacement mobile device information bank packet
Include user identifier, and user identifier is corresponding change planes before mobile facility information and it is corresponding with user identifier change planes after mobile device
Information；
The demand analysis device, for carrying out application requirement analysis according to the replacement mobile device information bank.
The present invention is obtained and is analyzed by record information of the database generating means to user, determines that user replaces
Mobile device, and replacement movement is stored according to the replacement mobile device information that the user record information of acquisition generates user and is set
In standby information bank, carries out diversified to application requirement analysis so as to change mobile device information bank based on this, and then improve
To the accuracy of application requirement analysis.
Detailed description of the invention
To describe the technical solutions in the embodiments of the present invention more clearly, make required in being described below to embodiment
Attached drawing is briefly described, it should be apparent that, drawings in the following description are only some embodiments of the invention, for
For those of ordinary skill in the art, without creative efforts, it can also be obtained according to these attached drawings other
Attached drawing.
Fig. 1 is the flow chart of the data analysing method of the embodiment of the present invention；
Fig. 2 is the configuration diagram of the data analysis system of the embodiment of the present invention.
Specific embodiment
Following will be combined with the drawings in the embodiments of the present invention, and technical solution in the embodiment of the present invention carries out clear, complete
Site preparation description, it is clear that described embodiments are only a part of the embodiments of the present invention, instead of all the embodiments.It is based on
Embodiment in the present invention, it is obtained by those of ordinary skill in the art without making creative efforts every other
Embodiment shall fall within the protection scope of the present invention.
The embodiment of the present invention provides a kind of data analysing method, as shown in Figure 1, showing data analysis side of the invention
Method, the method are applied to database generating means, and the method specifically includes:
S101, the record information that the first user is obtained from network side, include: mobile station international member in the record information
Identification code MSISDN, record time started, international mobile equipment identification number IMEI and international mobile subscriber identity IMSI.
Wherein, on the template cycle that the record information of first user can be arranged by the first user according to network side
Network side is offered, network side can also be reported to otherwise, using other reporting schemes；The database generating means can
It, can also be with other to obtain the record information of all users from network side according to property information cycle of subsequent analysis needs of changing planes
Form obtains the record information using other acquisition modes, and the embodiment of the present invention is to above-mentioned form and mode without limit
It is fixed.
Illustratively, above-mentioned record information can store in a tabular form to network side, can also store otherwise
In network side, the embodiment of the present invention is without limiting, and following table 1 is only illustrated with a kind of form, and table is also possible to
Other forms, the embodiment of the present invention is to the form of table without limiting.
Table 1
| Record the time started | MSISDN | IMEI | IMSI |
| 2017-11-5 13:21:25 | +8613322221111 | 35380000111122/1 | 460-01-4777770001 |
| 2017-11-5 13:21:26 | +8613322221111 | 35380000111123/1 | 460-01-4777770002 |
| 2017-11-5 13:21:27 | +8613322221111 | 35380000111123/1 | 460-01-4777770002 |
| 2017-11-5 13:21:27 | +8613322221112 | 35380000111144/2 | 460-01-4777771112 |
| 2017-11-5 13:21:30 | +8613322221111 | 35380000111123/1 | 460-01-4777770003 |
Wherein, the record time started is the record information time of origin of first user, can be as accurate as microsecond；
The MSISDN=CC+NDC+SN, for identification mobile subscriber, wherein CC is national code, national for identification, and NDC is the country
Object code, network and user ascription area, SN are Subscriber Number for identification；IMEI mobile device for identification；It is described
IMSI mobile subscriber for identification.
S102, judged according to the record information whether first user has replaced mobile device.
It is further, described to determine that first user has replaced mobile device according to the record information, comprising:
If determining the IMEI of the N articles of information record of the record and the IMEI of the N-1 articles record according to the record information
Compared to being changed, and the IMSI is changed, and determines that first user has replaced mobile device, wherein the N
For integer, N >=1.
Such as: reference table 1, the user that discovery MSISDN is+8613322221111 are 2017- in the record time started
In the record of 11-5 13:21:26, IMEI and upper one record (the record time started is 2017-11-5 13:21:25)
14 are changed before IMEI, and the IMSI that IMSI is recorded with upper one is changed, then can determine the first user more
Mobile device is changed.
Alternatively, described determine that first user has replaced mobile device according to the record information, comprising:
If determining the IMSI of the N articles of information record of the record and the IMSI of the N-1 articles record according to the record information
Difference, judges whether the MSISDN is associated at least two IMSI or at least two Universal Integrated Circuit Card (Universal
Integrated Circuit Card,UICC)；
If it is determined that the MSISDN is associated at least two IMSI or at least two Universal Integrated Circuit Card UICC, then inquire
Model in the library TAC, type assigned code (TAC) TAC after judging the type assigned code (TAC) TAC before the IMSI changes and changing whether phase
Together；If it is different, determining that first user has replaced mobile device.It, can if the TAC can not be inquired in the library TAC again
By by periodically return look into a manner of the acquisition of the information that determines and change planes that is made whether to change planes.
Wherein, the type assigned code (TAC) TAC before the change and the type assigned code (TAC) TAC after the change can be according to changes
The IMEI of front and back takes respectively first 8, generates type assigned code (TAC) belonging to each IMEI.It the library TAC can be by from third party
TAC database synchronizes update, can also be voluntarily updated by obtaining the facility information of user, the embodiment of the present invention pair
The acquisition form and update method in the library TAC are without limiting.
The replacement mobile device information of first user further include: TAC, UICC, market name, inner before change
Number title, distribution date, brand name, model name, TAC, UICC after change, market name, internal model name, distribution
The support of date, brand name, model name and TAC to specific transactions (such as VoLTE), specific new technology (such as eSIM)
Capable field.The replacement mobile device information of first user can be stored in table form to replacement mobile device information
Library can also be stored in replacement mobile device information bank otherwise, and the embodiment of the present invention is without limiting.
S103, if it is determined that first user has replaced mobile device, generate the replacement mobile device information of the first user.
Wherein, the replacement mobile device information of first user includes: MSISDN, IMEI before IMSI, change before changing,
The time started is recorded in detail after IMEI and change after IMSI, change after detailed record time started, change before changing.
S104, by the replacement mobile device information of first user be added to replacement mobile device information bank, it is described more
Changing mobile device information bank includes user identifier, it is corresponding with user identifier change planes before mobile facility information and with user identifier pair
Mobile facility information after that answers change planes.
Wherein, the replacement mobile device information of first user can be stored in table form to replacement mobile device
Information bank can also be stored in replacement mobile device information bank otherwise, and the embodiment of the present invention is without limiting, following table
2 are only illustrated with a kind of form, and table is also possible to other forms, the embodiment of the present invention to the form of table without
It limits.
Table 2
S105, application requirement analysis is carried out according to the replacement mobile device information bank.
The application demand includes: business game, network capabilities, network load, terminal is launched or user changes planes strategy.
Further, described to judge whether the MSISDN is associated with the general integrated electricity of at least two IMSI or at least two
An outpost of the tax office UICC, comprising:
Judge the IMSI change all IMSI recorded in detail in the latter regular time section whether one
It causes, if inconsistent, it is determined that the key assignments MSISDN is associated at least two IMSI or at least two Universal Integrated Circuit Cards
UICC。
For example, reference table 1, in the record that the record time started is 2017-11-5 13:21:26, it is found that compared to note
The record that the time started is 2017-11-5 13:21:25 is recorded, the user IMSI that MSISDN is+8613322221111 is changed
Become, and in a period of time after the change, change has occurred again and (460-01- is changed by 460-01-4777770002
4777770003), it is determined that the MSISDN is associated at least two IMSI or at least two Universal Integrated Circuit Card UICC.
It further, can be with according to the analysis that the replacement mobile device information bank carries out business game are as follows: according to replacement
Support of the TAC to specific transactions (such as VoLTE), specific new technology (such as eSIM) before and after change in mobile device information bank
Capable field, count specific time granularity under, by do not support specific transactions, specific new technology to support quantity and trend, or/
With by supporting to the quantity and trend that do not support；It can be with according to the analysis that the replacement mobile device information bank carries out network capabilities
Are as follows: network support ability (network formats, frequency range field, duplex mode of different TAC are counted according to replacement mobile device information bank
Field etc.)；It can be with according to the analysis that the replacement mobile device information bank carries out network load are as follows: according to replacement mobile device letter
The information such as voice, flow of user are associated in MSISDN or/and change front and back IMSI, with charge system in breath library, are united
Count specific time granularity under, specific terminal capability dimension before changing after network dosage, for analyze prediction its to Netowrk tape
The influence come；According to the replacement mobile device information bank carry out terminal launch and user change planes the analysis of strategy can be with are as follows: root
According to the information such as brand name, model name in replacement mobile device information bank, analysing terminal equipment in netting index amount, occupation rate
And its terminal of trend and a certain model is changed to the quantity and trend of another model terminal.The embodiment of the present invention to it is described more
Demand analysis type that mobile device information bank can be supported is changed without limiting, to specific requirement analysis method and process
Without limiting.
Further, the method also includes, according to judge it is described record information in IMEI change front and back equipment equipment
Whether ability changes, and determines that mobile device is changed to another equipment of same model and is still changed to same equipment by user
Other card slots of other card slots or another equipment of same model.
Further, the record information further include: service cell information, latitude and longitude information and measurement report；
The method also includes obtaining the location information before and after the IMEI changes from the record information；It writes
Enter the replacement mobile device information of first user.
Wherein, the location information can be used for, and filter out the same model terminal that position change occurs for certain time period
And the model terminal corresponds to the record information of multiple UICC card slots, be marked as it is " to be determined " carry out it is subsequent give more sustained attention,
If finding later, time corresponding to one of IMEI and position modification information feature and other IMEI occur beyond permission model
The deviation enclosed, it is determined that replaced mobile device.
The present invention is obtained and is analyzed by record information of the database generating means to user, determines that user replaces
Mobile device, and replacement movement is stored according to the replacement mobile device information that the user record information of acquisition generates user and is set
In standby information bank, carries out diversified to application requirement analysis so as to change mobile device information bank based on this, and then improve
To the accuracy of application requirement analysis.
The embodiment of the present invention provides a kind of data analysis system, as shown in Fig. 2, showing data analysis system of the invention
System, shown in Fig. 2 is only schematic diagram, is not limited with the composition that interacts of other network units in network the communication system.
The data analysis system includes: database generating means 100 and demand analysis device 200, and the database is raw
It include: data obtaining module 110, analysis module 120 and memory module 130 at device.
The data obtaining module 110, for obtaining the record information of the first user from network side, in the record information
It include: that mobile station international member identification code MSISDN, record time started, international mobile equipment identification number IMEI and the world are mobile
CUSTOMER ID IMSI.
Wherein, on the template cycle that the record information of first user can be arranged by the first user according to network side
Network side is offered, network side can also be reported to otherwise, using other reporting schemes；The database generating means can
It, can also be with other to obtain the record information of all users from network side according to property information cycle of subsequent analysis needs of changing planes
Form obtains the record information using other acquisition modes, and the embodiment of the present invention is to above-mentioned form and mode without limit
It is fixed.
Illustratively, above-mentioned record information can store in a tabular form to network side, can also store otherwise
In network side, the embodiment of the present invention is without limiting.
The analysis module 120, if for determining that first user has replaced mobile device according to the record information,
Generate the replacement mobile device information of the first user；The replacement mobile device information of first user is added to replacement movement
Facility information library.
Wherein, the replacement mobile device information of first user includes: MSISDN, IMEI before IMSI, change before changing,
The time started is recorded in detail after IMEI and change after IMSI, change after detailed record time started, change before changing.
It is further, described to determine that first user has replaced mobile device according to the record information, comprising:
If determining the IMEI of the N articles of information record of the record and the IMEI of the N-1 articles record according to the record information
Compared to being changed, and the IMSI is changed, and determines that first user has replaced mobile device, wherein the N
For integer, N >=1.
Such as: reference table 1, the user that discovery MSISDN is+8613322221111 are 2017- in the record time started
In the record of 11-5 13:21:26, IMEI and upper one record (the record time started is 2017-11-5 13:21:25)
14 are changed before IMEI, and the IMSI that IMSI is recorded with upper one is changed, then can determine the first user more
Mobile device is changed.
Alternatively, described determine that first user has replaced mobile device according to the record information, comprising:
If determining the IMSI of the N articles of information record of the record and the IMSI of the N-1 articles record according to the record information
Difference, judges whether the MSISDN is associated at least two IMSI or at least two Universal Integrated Circuit Card (Universal
Integrated Circuit Card,UICC)；
If it is determined that the MSISDN is associated at least two IMSI or at least two Universal Integrated Circuit Card UICC, then inquire
Model in the library TAC, type assigned code (TAC) TAC after judging the type assigned code (TAC) TAC before the IMSI changes and changing whether phase
Together；If it is different, determining that first user has replaced mobile device.It, can if the TAC can not be inquired in the library TAC again
By by periodically return look into a manner of the acquisition of the information that determines and change planes that is made whether to change planes.
Wherein, the type assigned code (TAC) TAC before the change and the type assigned code (TAC) TAC after the change can be according to changes
The IMEI of front and back takes respectively first 8, generates type assigned code (TAC) belonging to each IMEI.It the library TAC can be by from third party
TAC database synchronizes update, can also be voluntarily updated by obtaining the facility information of user, the embodiment of the present invention pair
The acquisition form and update method in the library TAC are without limiting.
The replacement mobile device information of first user further include: TAC, UICC, market name, inner before change
Number title, distribution date, brand name, model name, TAC, UICC after change, market name, internal model name, distribution
The support of date, brand name, model name and TAC to specific transactions (such as VoLTE), specific new technology (such as eSIM)
Capable field.The replacement mobile device information of first user can be stored in table form to replacement mobile device information
Library can also be stored in replacement mobile device information bank otherwise, and the embodiment of the present invention is without limiting.
The memory module 130, for storing the replacement mobile device information bank, the replacement mobile device information bank
Including user identifier, and user identifier is corresponding change planes before mobile facility information and it is corresponding with user identifier change planes after movement set
Standby information.
Wherein, the replacement mobile device information of first user can be stored in table form to replacement mobile device
Information bank can also be stored in replacement mobile device information bank otherwise, and the embodiment of the present invention is without limiting.
The demand analysis device 200, for carrying out application requirement analysis according to the replacement mobile device information bank.
The application demand includes: business game, network capabilities, network load, terminal is launched or user changes planes strategy.
Further, described to judge whether the MSISDN is associated with the general integrated electricity of at least two IMSI or at least two
An outpost of the tax office UICC, comprising:
Judge the IMSI change all IMSI recorded in detail in the latter regular time section whether one
It causes, if inconsistent, it is determined that the key assignments MSISDN is associated at least two IMSI or at least two Universal Integrated Circuit Cards
UICC。
For example, reference table 1, in the record that the record time started is 2017-11-5 13:21:26, it is found that compared to note
The record that the time started is 2017-11-5 13:21:25 is recorded, the user IMSI that MSISDN is+8613322221111 is changed
Become, and in a period of time after the change, change has occurred again and (460-01- is changed by 460-01-4777770002
4777770003), it is determined that the MSISDN is associated at least two IMSI or at least two Universal Integrated Circuit Card UICC.
It further, can be with according to the analysis that the replacement mobile device information bank carries out business game are as follows: according to replacement
Support of the TAC to specific transactions (such as VoLTE), specific new technology (such as eSIM) before and after change in mobile device information bank
Capable field, count specific time granularity under, by do not support specific transactions, specific new technology to support quantity and trend, or/
With by supporting to the quantity and trend that do not support；It can be with according to the analysis that the replacement mobile device information bank carries out network capabilities
Are as follows: network support ability (network formats, frequency range field, duplex mode of different TAC are counted according to replacement mobile device information bank
Field etc.)；It can be with according to the analysis that the replacement mobile device information bank carries out network load are as follows: according to replacement mobile device letter
The information such as voice, flow of user are associated in MSISDN or/and change front and back IMSI, with charge system in breath library, are united
Count specific time granularity under, specific terminal capability dimension before changing after network dosage, for analyze prediction its to Netowrk tape
The influence come；According to the replacement mobile device information bank carry out terminal launch and user change planes the analysis of strategy can be with are as follows: root
According to the information such as brand name, model name in replacement mobile device information bank, analysing terminal equipment in netting index amount, occupation rate
And its terminal of trend and a certain model is changed to the quantity and trend of another model terminal.The embodiment of the present invention to it is described more
Demand analysis type that mobile device information bank can be supported is changed without limiting, to specific requirement analysis method and process
Without limiting.
Further, the analysis module 120 is also used to, according to judging in the record information that IMEI changes front and back equipment
Capacity of equipment whether change, determine user by mobile device be changed to another equipment of same model be still changed to it is same
Other card slots of equipment or other card slots of another equipment of same model.
Further, the record information further include: service cell information, latitude and longitude information and measurement report；
The analysis module 120 is also used to, and the position before and after the IMEI changes is obtained from the record information
Information；The replacement mobile device information of first user is written.
Wherein, the location information can be used for, and filter out the same model terminal that position change occurs for certain time period
And the model terminal corresponds to the record information of multiple UICC card slots, be marked as it is " to be determined " carry out it is subsequent give more sustained attention,
If finding later, time corresponding to one of IMEI and position modification information feature and other IMEI occur beyond permission model
The deviation enclosed, it is determined that replaced mobile device.
The present invention is obtained and is analyzed by record information of the database generating means to user, determines that user replaces
Mobile device, and replacement movement is stored according to the replacement mobile device information that the user record information of acquisition generates user and is set
In standby information bank, carries out diversified to application requirement analysis so as to change mobile device information bank based on this, and then improve
To the accuracy of application requirement analysis.
In several embodiments provided herein, it should be understood that disclosed method and system can pass through it
Its mode is realized.For example, system embodiment described above is only schematical, for example, the functional module is drawn
Point, only a kind of logical function partition, there may be another division manner in actual implementation, such as multiple units or components can
To combine or be desirably integrated into another system, or some features can be ignored or not executed.Another point, it is shown or beg for
The mutual coupling, direct-coupling or communication connection of opinion can be through some interfaces, the INDIRECT COUPLING of device or unit
Or communication connection, it can be electrical property, mechanical or other forms.
The unit as illustrated by the separation member may or may not be physically separated, aobvious as unit
The component shown may or may not be physical unit, it can and it is in one place, or may be distributed over multiple
In network unit.It can select some or all of unit therein according to the actual needs to realize the mesh of this embodiment scheme
's.
It, can also be in addition, each functional module in each embodiment of the present invention can integrate in one processing unit
It is that the independent physics of each unit includes, can also be integrated in one unit with two or more units.Above-mentioned integrated list
Member both can take the form of hardware realization, can also realize in the form of hardware adds SFU software functional unit.
The above-mentioned integrated unit being realized in the form of SFU software functional unit can store and computer-readable deposit at one
In storage media.Above-mentioned SFU software functional unit is stored in a storage medium, including some instructions are used so that a computer
Equipment (can be personal computer, server or the network equipment etc.) executes the portion of each embodiment the method for the present invention
Step by step.And storage medium above-mentioned includes: USB flash disk, mobile hard disk, read-only memory (Read-Only Memory, abbreviation
ROM), random access memory (Random Access Memory, abbreviation RAM), magnetic or disk etc. are various can store
The medium of program code.
The above description is merely a specific embodiment, but scope of protection of the present invention is not limited thereto, any
Those familiar with the art in the technical scope disclosed by the present invention, can easily think of the change or the replacement, and should all contain
Lid is within protection scope of the present invention.Therefore, protection scope of the present invention should be based on the protection scope of the described claims.
Claims (14)
1. a kind of data analysing method, which is characterized in that be applied to database generating means, which comprises
The record information of the first user is obtained from network side, includes: mobile station international member identification code in the record information
MSISDN, record time started, international mobile equipment identification number IMEI and international mobile subscriber identity IMSI；
If determining that first user has replaced mobile device according to the record information, the replacement movement for generating the first user is set
Standby information；
The replacement mobile device information of first user is added to replacement mobile device information bank, the replacement mobile device
Information bank includes user identifier, and user identifier is corresponding change planes before mobile facility information and it is corresponding with user identifier change planes after
Mobile device information；
Application requirement analysis is carried out according to the replacement mobile device information bank.
2. data analysing method according to claim 1, which is characterized in that described according to record information determination
First user has replaced mobile device, comprising:
If compared with determining the IMEI that the IMEI of the N articles of the information record of record is recorded with the N-1 articles according to the record information
Changed, and the IMSI is changed, determine that first user has replaced mobile device, wherein the N is whole
Number, N >=1.
3. data analysing method according to claim 1, which is characterized in that described according to record information determination
First user has replaced mobile device, comprising:
If determining that the IMSI of the N articles of the information record of record is different from the IMSI that the N-1 articles records according to the record information,
Judge whether the MSISDN is associated at least two IMSI or at least two Universal Integrated Circuit Card UICC；
If it is determined that the MSISDN is associated at least two IMSI or at least two Universal Integrated Circuit Card UICC, then TAC is inquired
Whether the model in library, the type assigned code (TAC) TAC after judging the type assigned code (TAC) TAC before the IMSI changes and changing are identical；
If it is different, determining that first user has replaced mobile device.
4. data analysing method according to claim 3, which is characterized in that described to judge whether the MSISDN is associated with
At least two IMSI or at least two Universal Integrated Circuit Card UICC, comprising:
Judge whether all IMSI recorded in detail changed in the latter regular time section in the IMSI are consistent, if
It is inconsistent, it is determined that the key assignments MSISDN is associated at least two IMSI or at least two Universal Integrated Circuit Card UICC.
5. data analysing method according to claim 1-4, which is characterized in that the application demand includes: industry
Business strategy, network capabilities, network load, terminal dispensing or user change planes strategy.
6. data analysing method according to claim 1-4, which is characterized in that the replacement of first user moves
Dynamic facility information includes: key assignments MSISDN, after recording time started, change before IMEI, change before IMSI, change before changing
The time started is recorded after IMEI and change after IMSI, change.
7. data analysing method according to claim 1-4, which is characterized in that the record information further include:
Service cell information, latitude and longitude information and measurement report；
The method also includes: the location information obtained before and after the IMEI changes in information is recorded from described；Write-in institute
State the replacement mobile device information of the first user.
8. a kind of data analysis system characterized by comprising database generating means and demand analysis device, the data
Library generating means include: data obtaining module, analysis module and memory module；
Data obtaining module includes: mobile station in the record information for obtaining the record information of the first user from network side
International member identification code MSISDN, record time started, international mobile equipment identification number IMEI and international mobile subscriber identity
IMSI；
Analysis module, if generating first for determining that first user has replaced mobile device according to the record information and using
The replacement mobile device information at family；The replacement mobile device information of first user is added to replacement mobile device information
Library；
Memory module, for storing the replacement mobile device information bank, the replacement mobile device information bank includes user's mark
Know, and user identifier is corresponding change planes before mobile facility information and it is corresponding with user identifier change planes after mobile facility information；
Demand analysis device, for carrying out application requirement analysis according to the replacement mobile device information bank.
9. data analysis system according to claim 8, which is characterized in that described according to record information determination
First user has replaced mobile device, comprising:
If compared with determining the IMEI that the IMEI of the N articles of the information record of record is recorded with the N-1 articles according to the record information
Changed, and the IMSI is changed, determine that first user has replaced mobile device, wherein the N is whole
Number, N >=1.
10. data analysis system according to claim 8, which is characterized in that described to determine institute according to the record information
It states the first user and has replaced mobile device, comprising:
If determining that the IMSI of the N articles of the information record of record is different from the IMSI that the N-1 articles records according to the record information,
Judge whether the MSISDN is associated at least two IMSI or at least two Universal Integrated Circuit Card UICC；
If it is determined that the MSISDN is associated at least two IMSI or at least two Universal Integrated Circuit Card UICC, then TAC is inquired
Whether the model in library, the type assigned code (TAC) TAC after judging the type assigned code (TAC) TAC before the IMSI changes and changing are identical；
If it is different, determining that first user has replaced mobile device.
11. data analysis system according to claim 10, which is characterized in that described to judge whether the MSISDN is associated with
At least two IMSI or at least two Universal Integrated Circuit Card UICC, comprising:
Judge whether all IMSI recorded in detail changed in the latter regular time section in the IMSI are consistent, if
It is inconsistent, it is determined that the key assignments MSISDN is associated at least two IMSI or at least two Universal Integrated Circuit Card UICC.
12. according to the described in any item data analysis systems of claim 8-11, which is characterized in that the application demand includes:
Business game, network capabilities, network load, terminal are launched or user changes planes strategy.
13. according to the described in any item data analysis systems of claim 8-11, which is characterized in that the replacement of first user
Mobile device information includes: key assignments MSISDN, after recording time started, change before IMEI, change before IMSI, change before changing
The time started is recorded after IMEI and change after IMSI, change.
14. according to the described in any item data analysis systems of claim 8-11, which is characterized in that the record information is also wrapped
It includes: service cell information, latitude and longitude information and measurement report；
The analysis module is also used to: the location information before and after the IMEI changes is obtained from the record information；It writes
Enter the replacement mobile device information of first user.
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| CN109151808B (en) | 2021-09-14 |
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