CN109168138A - The recognition methods for the number of changing, device and equipment in net - Google Patents
The recognition methods for the number of changing, device and equipment in net Download PDFInfo
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- CN109168138A CN109168138A CN201811416087.5A CN201811416087A CN109168138A CN 109168138 A CN109168138 A CN 109168138A CN 201811416087 A CN201811416087 A CN 201811416087A CN 109168138 A CN109168138 A CN 109168138A
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W4/00—Services specially adapted for wireless communication networks; Facilities therefor
- H04W4/20—Services signaling; Auxiliary data signalling, i.e. transmitting data via a non-traffic channel
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W24/00—Supervisory, monitoring or testing arrangements
- H04W24/02—Arrangements for optimising operational condition
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W24/00—Supervisory, monitoring or testing arrangements
- H04W24/08—Testing, supervising or monitoring using real traffic
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Abstract
The embodiment of the present invention provides recognition methods, device and the equipment of the number of changing in a kind of net.This method comprises: obtaining the Mobile Network Signaling data for belonging to the number of target area with predetermined period；According to Mobile Network Signaling data, the doubtful off-network number collection and doubtful newly-increased number collection in target area are determined；According to the communication feature for the number that doubtful off-network number collection and doubtful newly-increased number are concentrated, determine the number pair of the number of changing in net, communication feature includes one or more of following characteristics: calling number, called number, international mobile equipment identification number IMEI, base station cell, talk times and the duration of call.The method of the embodiment of the present invention improves the accuracy rate of the number of changing identification in net.
Description
Technical field
The present embodiments relate to the recognition methods for the number of changing, device in field of communication technology more particularly to a kind of net and set
It is standby.
Background technique
Common carrier is frequently present of the drum that newly-increased market is better than stock market in achievement guiding and the marketing activity
Encouraging property policy easily causes marketing end such as agent etc. and fluctuates according to market conditions, and occurs that user is encouraged to abandon original number, use new digit instead
The case where, such as new and old number belongs to same operator, then is known as the number of changing in net.
Accurately identify net in the number of changing can be effectively prevented net in the number of changing extract commission.Currently, operator is according to user-network access
Information, management data etc. netted in the number of changing identification.Existed according to the number of changing in the identifications net such as user-network access information, management data
Limitation, such as when sales force is familiar with recognition rule, can by being changed when user-network access information is registered, or
It deliberately dials specific number to generate specific ticket around investigation, leads to not accurately identify the number of changing in net.
Summary of the invention
The embodiment of the present invention provides recognition methods, device and the equipment of the number of changing in a kind of net, to solve in the prior art
The problem of number of changing in net can not be accurately identified.
In a first aspect, the embodiment of the present invention provides a kind of recognition methods of the number of changing in net, comprising:
The Mobile Network Signaling data for belonging to the number of target area are obtained with predetermined period；
According to Mobile Network Signaling data, the doubtful off-network number collection and doubtful newly-increased number collection in target area are determined；
According to the communication feature for the number that doubtful off-network number collection and doubtful newly-increased number are concentrated, number of the number of changing in net is determined
Code is right, and communication feature includes one or more of following characteristics: calling number, called number, international mobile device identification
Code (International Mobile Equipment Identity, IMEI), base station cell, talk times and the duration of call.
In one possible implementation, the Mobile Network Signaling for belonging to the number of target area is obtained with predetermined period
Data, comprising:
The signaling data of the mobile network IuCS interface and/or A interface in target area is obtained with predetermined period；
According to the whole network number section attaching information, the Mobile Network Signaling for belonging to the number of target area is obtained from signaling data
Data.
In one possible implementation, according to Mobile Network Signaling data, the doubtful off-network number in target area is determined
Code collection, comprising:
If determining that the first number after fiducial time node, is constantly in off-mode according to Mobile Network Signaling data,
Doubtful off-network number collection then is added in the first number.
In one possible implementation, according to Mobile Network Signaling data, doubtful newly-increased number in target area is determined
Code collection, comprising:
If determining that the second number is not present before fiducial time node according to Mobile Network Signaling data, in fiducial time
It is in active state after point, then doubtful newly-increased number collection is added in the second number.
In one possible implementation, the number concentrated according to doubtful off-network number collection and doubtful newly-increased number leads to
Believe feature, determine the number pair of the number of changing in net, comprising:
According to communication feature, the number of the number of changing in doubtful off-network number collection and the doubtful net of doubtful newly-increased number concentration is determined
It is right；
According to communication feature, the similarity value of the number pair for the number of changing in doubtful net is determined；
If similarity value is greater than preset threshold, it is determined that the number for the number of changing is to the number pair for the number of changing in net in doubtful net.
In one possible implementation, according to communication feature, doubtful off-network number collection and doubtful newly-increased number are determined
The number pair for the number of changing in the doubtful net concentrated, comprising:
If third number and doubtful newly-increased number that doubtful off-network number is concentrated concentrate the 4th number, there are identical callers
Number or identical called number, it is determined that third number and the 4th number are the number pair of the number of changing in doubtful net.
In one possible implementation, according to communication feature, the similarity of the number pair for the number of changing in doubtful net is determined
Value, comprising:
According to communication feature, the similarity value of each communication feature of number centering of the number of changing in doubtful net is determined；
Using the weighted sum of the similarity value of whole communication features as the similarity value of the number pair for the number of changing in doubtful net.
Second aspect, the embodiment of the present invention provide a kind of identification device of the number of changing in net, comprising:
Module is obtained, for obtaining the Mobile Network Signaling data for belonging to the number of target area with predetermined period；
Determining module determines doubtful off-network number collection in target area and doubtful for according to Mobile Network Signaling data
Newly-increased number collection；
Processing module, the communication feature of the number for being concentrated according to doubtful off-network number collection and doubtful newly-increased number, really
The number pair for the number of changing in fixed net, communication feature includes one or more of following characteristics: calling number, called number, state
Border mobile device identification code IMEI, base station cell, talk times and the duration of call.
The third aspect, the embodiment of the present invention provide a kind of electronic equipment, comprising:
Memory；
Processor；And
Computer program；
Wherein, the computer program stores in the memory, and is configured as being executed by the processor with reality
Now such as the recognition methods of the number of changing in the described in any item nets of first aspect.
Fourth aspect, the embodiment of the present invention provide a kind of computer readable storage medium, are stored thereon with computer program,
The computer program is executed by processor to realize the recognition methods such as the number of changing in the described in any item nets of first aspect.
The recognition methods for the number of changing, device and equipment in net provided in an embodiment of the present invention, by being returned with predetermined period acquisition
The Mobile Network Signaling data for belonging to the number of target area, according to Mobile Network Signaling data, determine in target area it is doubtful from
Network No. code collection and doubtful newly-increased number collection, and the communication special for the number concentrated according to doubtful off-network number collection and doubtful newly-increased number
Sign determines the number pair of the number of changing in net, and communication feature may include one or more of following characteristics: calling number, quilt
It calls out the numbers code, international mobile equipment identification number IMEI, base station cell, talk times and the duration of call.Due to user usually have compared with
For stable communication feature, the number of changing in net is determined according to communication feature, solves not accurately identifying in the prior art and be changed in net
Number the problem of, improve net in the number of changing identification accuracy rate.
Detailed description of the invention
The drawings herein are incorporated into the specification and forms part of this specification, and shows and meets implementation of the invention
Example, and be used to explain the principle of the present invention together with specification.
Fig. 1 is the flow chart of one embodiment of recognition methods for the number of changing in net provided by the invention；
Fig. 2 is the flow chart of the another embodiment of recognition methods for the number of changing in net provided by the invention；
Fig. 3 is the structural schematic diagram of one embodiment of identification device for the number of changing in net provided by the invention；
Fig. 4 is the structural schematic diagram of one embodiment of electronic equipment provided by the invention.
Through the above attached drawings, it has been shown that the specific embodiment of the present invention will be hereinafter described in more detail.These attached drawings
It is not intended to limit the scope of the inventive concept in any manner with verbal description, but is by referring to specific embodiments
Those skilled in the art illustrate idea of the invention.
Specific embodiment
Example embodiments are described in detail here, and the example is illustrated in the accompanying drawings.Following description is related to
When attached drawing, unless otherwise indicated, the same numbers in different drawings indicate the same or similar elements.Following exemplary embodiment
Described in embodiment do not represent all embodiments consistented with the present invention.On the contrary, they be only with it is such as appended
The example of device and method being described in detail in claims, some aspects of the invention are consistent.
Term " includes " and " having " and their any deformations in description and claims of this specification, it is intended that
It is to cover and non-exclusive includes.Such as the process, method, system, product or equipment for containing a series of steps or units do not have
It is defined in listed step or unit, but optionally further comprising the step of not listing or unit, or optionally also wrap
Include the other step or units intrinsic for these process, methods, product or equipment.
" first " and " second " in the present invention only plays mark action, be not understood to indicate or imply ordinal relation,
Relative importance or the quantity for implicitly indicating indicated technical characteristic." multiple " refer to two or more." and/
Or ", the incidence relation of affiliated partner is described, indicates may exist three kinds of relationships, for example, A and/or B, can indicate: individually depositing
In A, A and B, these three situations of individualism B are existed simultaneously.It is a kind of "or" that character "/", which typicallys represent forward-backward correlation object,
Relationship.
" one embodiment " or " embodiment " mentioned in the whole text in specification of the invention means related with embodiment
A particular feature, structure, or characteristic include at least one embodiment of the application.Therefore, occur everywhere in the whole instruction
" in one embodiment " or " in one embodiment " not necessarily refer to identical embodiment.It should be noted that not rushing
In the case where prominent, the feature in embodiment and embodiment in the present invention be can be combined with each other.
Common carrier is frequently present of the drum that newly-increased market is better than stock market in achievement guiding and the marketing activity
Encouraging property policy easily causes marketing end such as agent etc. and fluctuates according to market conditions, and occurs that user is encouraged to abandon original number, use new digit instead
The case where, to extract commission.
In order to reinforce preventing agents from quotient to agential management by the number of changing in net and extract commission, common carrier is usual
It can be Added User according to the screenings such as user-network access information, running data analysis extraction, be lost user, the number of changing in identification net.In order to
Hide investigation, agent may deliberately practise fraud when user-network access information is registered, or carry out testing according to investigation rule
To generate specific ticket around investigation.
In conclusion the number of the number of changing in net can not be recognized accurately in the recognition methods for the number of changing in existing net, and then can not
Agential business conduct is effectively supervised.Therefore, a kind of method that can accurately identify the number of changing in net is needed, to add
By force to agential supervision.
Fig. 1 is the flow chart of one embodiment of recognition methods for the number of changing in net provided by the invention.As shown in Figure 1, this implementation
Example method may include:
S101, the Mobile Network Signaling data for belonging to the number of target area are obtained with predetermined period.
Target area in the present embodiment is the region supervised, such as can be county, city, province etc., specifically may be used
To be configured according to actual needs.Number in mobile network all has homing position, for example, home location register (Home
Location Register, HLR) it is the database for being used to store local user data information in mobile network.Homing position is logical
It can often be determined according to the entoilage that enter of number, for example, number that the number and user that user handles in Xi'an are handled in Beijing
The homing position of code is different.The Mobile Network Signaling data for belonging to the number of target area are concerned only in the present embodiment.Example
Such as, operator can then be passed through from the Mobile Network Signaling data for obtaining changeable numbers in target area in signaling monitoring system
Mobile number section ownership place planning summary sheet obtains the number section information for belonging to target area, filter out belong to target area and
The related Mobile Network Signaling data of movable number in target area.
Above-mentioned mobile number section typically refers to the myriabit number segment data of the clear ownership place of energy, such as 861860571 belongs to Zhejiang
The Hangzhou Jiang Sheng shows that totally 1 ten thousand numbers belong to Hangzhou, Zhejiang province city to 8618605710000-8618605719999.
Predetermined period in the present embodiment for example can be one day, one week, one month etc..
Mobile Network Signaling data in the present embodiment can be obtained from signaling monitoring system, may include all logical of number
Letter information, such as the conversation object of number, base station cell, call duration, number of calls.
S102, according to Mobile Network Signaling data, determine the doubtful off-network number collection and doubtful newly-increased number in target area
Collection.
In the present embodiment, after getting Mobile Network Signaling data, by accessed Mobile Network Signaling data into
Row analysis, to determine the doubtful newly-increased number collection of the doubtful off-network set of numbers in target area.Wherein, doubtful off-network number Ji Bao
All doubtful off-network numbers determined are included, doubtful newly-increased number collection includes all doubtful newly-increased numbers determined.
It is understood that then the number is likely to when a number a very long time is all in off-mode
Off-network.Therefore, doubtful off-network number can be determined according to the duration that number is in shutdown, such as when number is in off-mode
Duration when being greater than preset threshold, then doubtful off-network number is added in the number and concentrated.
Optionally, the last activity time of number and the last pass of number according to Mobile Network Signaling data, can be determined
The machine time marks the number to be in off-mode if the last unused time is later than the last activity time.If in reference time point
In the designated analysis period later, such as one month, which was constantly in off-mode, then marking the number is doubtful off-network number
Code.
The communication feature of S103, the number concentrated according to doubtful off-network number collection and doubtful newly-increased number, determine and change in net
Number number pair, communication feature includes one or more of following characteristics: calling number, called number, international movement are set
Standby identification code IMEI, base station cell, talk times and the duration of call.
Communication feature in the present embodiment includes but is not limited to one or more of following characteristics: calling number, quilt
It calls out the numbers code, international mobile equipment identification number IMEI, base station cell, talk times and the duration of call.
Usual user has relatively stable communication feature, and after user replaces number, conversation object, base station are small
Area, communication custom etc. will not change.The place of same user's life, study and work is typically more fixed, therefore its
What the base station cell where used number was usually fixed；Its interpersonal relationship of same user is generally also relatively fixed,
Therefore its conversation object is generally also fixed；If non-replacement terminal equipment, international mobile equipment identity number is not after user replaces number
Become.
It is analyzed by the communication feature for the number concentrated to doubtful off-network number collection and doubtful newly-increased number, if doubtful
The communication feature for the number that the communication feature for the number that off-network number is concentrated is concentrated with doubtful newly-increased number matches, then can be true
Fixed its is the number pair of the number of changing in net.Wherein, match for example can be meet it is one or more of in the following conditions:
The IMEI of two numbers is identical；
Two number position cells are identical or degree of overlapping is higher than preset value；
The degree of overlapping of the conversation object of two numbers is higher than preset ratio.
The recognition methods for the number of changing in net provided in this embodiment belongs to number of target area by obtaining with predetermined period
The Mobile Network Signaling data of code determine doubtful off-network number collection in target area and doubtful new according to Mobile Network Signaling data
Increase number collection, and the communication feature for the number concentrated according to doubtful off-network number collection and doubtful newly-increased number, determines the number of changing in net
Number pair, communication feature may include one or more of following characteristics: calling number, called number, international mobile
EIC equipment identification code IMEI, base station cell, talk times and the duration of call.Since user usually has relatively stable communication special
Sign determines the number of changing in net according to communication feature, solves the problems, such as that the number of changing in net can not be accurately identified in the prior art, improves
The accuracy rate that the number of changing identifies in net.
In some embodiments, the one of the Mobile Network Signaling data for belonging to the number of target area is obtained with predetermined period
Kind implementation may is that the signaling number that mobile network IuCS interface and/or A interface in target area are obtained with predetermined period
According to；According to the whole network number section attaching information, the Mobile Network Signaling data for belonging to the number of target area are obtained from signaling data.
With predetermined period in the present embodiment, such as mobile network IuCS is obtained from the signaling monitoring system of target area weekly and is connect
The signaling data of mouth and/or A interface.The signaling data got has included the whole of the nonlocal number of local number and roaming
Signaling data in order to reduce the data volume for needing to analyze, while avoiding roaming number for the interference of the number of changing identification in net, this reality
It applies according to the whole network number section attaching information in example, the Mobile Network Signaling number for belonging to the number of target area is obtained from signaling data
According to.Wherein, mobile subscriber number (Mobile Subscriber International is contained in the whole network number section attaching information
ISDN/PSTN number, MSISDN), international mobile subscriber identity (International Mobile Subscriber
Identification Number, IMSI), ownership provinces and cities etc. information.According to the whole network number section attaching information, can will acquire
Signaling data in be not belonging to the related data of target area number and delete, only retain the shifting for belonging to the number of target area
Dynamic net signaling data.
In some embodiments, according to Mobile Network Signaling data, one of the doubtful off-network number collection in target area is determined
Kind implementation may is that
If determining that the first number after fiducial time node, is constantly in off-mode according to Mobile Network Signaling data,
Doubtful off-network number collection then is added in the first number.
It should be noted that mobile phone may also be chronically at off-mode when user often travels on business trips or goes abroad.Cause
This, is only determined as doubtful off-network number for the first number according to off-mode in the present embodiment.Lead to subsequently through to the number
Letter feature is further analyzed to determine whether for the number of changing number in net.
In some embodiments, according to Mobile Network Signaling data, one of the doubtful newly-increased number collection in target area is determined
Kind implementation may is that
If determining that the second number is not present before fiducial time node according to Mobile Network Signaling data, in fiducial time
It is in active state after point, then doubtful newly-increased number collection is added in the second number.
In some embodiments, the communication feature for the number concentrated according to doubtful off-network number collection and doubtful newly-increased number,
Determine that a kind of implementation of the number pair for the number of changing in net may is that
According to communication feature, the number of the number of changing in doubtful off-network number collection and the doubtful net of doubtful newly-increased number concentration is determined
It is right；
According to communication feature, the similarity value of the number pair for the number of changing in doubtful net is determined；
If similarity value is greater than preset threshold, it is determined that the number for the number of changing is to the number pair for the number of changing in net in doubtful net.
In some embodiments, according to communication feature, it is doubtful to determine that doubtful off-network number collection and doubtful newly-increased number are concentrated
It may is that like a kind of implementation of the number pair for the number of changing in net
If third number and doubtful newly-increased number that doubtful off-network number is concentrated concentrate the 4th number, there are identical callers
Number or identical called number, it is determined that third number and the 4th number are the number pair of the number of changing in doubtful net.
For example, the number with third number talk times row preceding 5 can be arranged No. preceding 5 with the 4th number talk times
Code is matched, identical conversation number if it exists, it is determined that third number and the 4th number are the number of the number of changing in doubtful net
It is right.
In some embodiments, according to communication feature, one kind of the similarity value of the number pair for the number of changing in doubtful net is determined
Implementation may is that
According to communication feature, the similarity value of each communication feature of number centering of the number of changing in doubtful net is determined；
Using the weighted sum of the similarity value of whole communication features as the similarity value of the number pair for the number of changing in doubtful net.
For example, if number 1 and number 2 are the number pair of the number of changing in doubtful net, two numbers can be calculated separately
Terminal IMEI similarity value, resident base station cell similarity value, calling number similarity value, called number similarity value, logical
Talk about number similarity value, duration of call similarity value etc..For the similarity value of each communication feature, weighting coefficient is set, it will be whole
Similarity value of the weighted sum of the similarity value of communication feature as the number pair for the number of changing in doubtful net.
On the basis of the above embodiments, the present embodiment is combined above-described embodiment.Fig. 2 is net provided by the invention
The inside flow chart of the another embodiment of the recognition methods for the number of changing.As shown in Fig. 2, in net provided in this embodiment the number of changing recognition methods
May include:
S201, with predetermined period obtain target area in mobile network IuCS interface and/or A interface signaling data.
S202, according to the whole network number section attaching information, the movement for belonging to the number of target area is obtained from signaling data
Net signaling data.
S203, according to Mobile Network Signaling data, determine the doubtful off-network number collection and doubtful newly-increased number in target area
Collection.
S204, according to communication feature, determine the number of changing in doubtful net that doubtful off-network number collection and doubtful newly-increased number are concentrated
Number pair.
S205, according to communication feature, determine the similarity value of the number pair for the number of changing in doubtful net.
If S206, similarity value are greater than preset threshold, it is determined that the number for the number of changing is to number for the number of changing in net in doubtful net
Code is right.
Wherein the specific implementation of each step can refer to above-described embodiment, and details are not described herein again.
The embodiment of the present invention also provides a kind of identification device of the number of changing in net, and shown in Figure 3, the embodiment of the present invention is only
It is illustrated by taking Fig. 3 as an example, is not offered as that present invention is limited only to this.Fig. 3 is the identification device of the number of changing in net provided by the invention
The structural schematic diagram of one embodiment.As shown in figure 3, the identification device 30 for the number of changing may include: to obtain in net provided in this embodiment
Modulus block 301, determining module 302 and processing module 303.
Module 301 is obtained, for obtaining the Mobile Network Signaling data for belonging to the number of target area with predetermined period.
Determining module 302, for according to Mobile Network Signaling data, determining the doubtful off-network number collection in target area and doubting
Like newly-increased number collection.
Processing module 303, the communication feature of the number for being concentrated according to doubtful off-network number collection and doubtful newly-increased number,
Determine net in the number of changing number pair, communication feature includes one or more of following characteristics: calling number, called number,
International mobile equipment identification number IMEI, base station cell, talk times and the duration of call.
The device of the present embodiment can be used for executing the technical solution of embodiment of the method shown in Fig. 1, realization principle and skill
Art effect is similar, and details are not described herein again.
Optionally, obtaining module 301 specifically can be used for: obtaining the mobile network IuCS in target area with predetermined period and connects
The signaling data of mouth and/or A interface；According to the whole network number section attaching information, is obtained from signaling data and belong to target area
The Mobile Network Signaling data of number.
Optionally, determining module 302 specifically can be used for: if determining the first number in benchmark according to Mobile Network Signaling data
After timing node, it is constantly in off-mode, then doubtful off-network number collection is added in the first number.
Optionally, determining module 302 specifically can be used for: if determining the second number in benchmark according to Mobile Network Signaling data
It is not present before timing node, is in active state after fiducial time node, then the second number is added doubtful newly-increased number
Code collection.
Optionally, processing module 303 specifically can be used for: according to communication feature, determine doubtful off-network number collection and doubtful
The number pair for the number of changing in the doubtful net that newly-increased number is concentrated；According to communication feature, the phase of the number pair for the number of changing in doubtful net is determined
Like angle value；If similarity value is greater than preset threshold, it is determined that the number for the number of changing is to the number pair for the number of changing in net in doubtful net.
Optionally, processing module 303 specifically can be used for: if the third number that doubtful off-network number is concentrated increases newly with doubtful
Number concentrates the 4th number, and there are identical calling number or identical called numbers, it is determined that third number and No. four
Code is the number pair of the number of changing in doubtful net.
Optionally, processing module 303 specifically can be also used for: according to communication feature, determine the number of the number of changing in doubtful net
The similarity value of each communication feature of centering；Using the weighted sum of the similarity value of whole communication features as the number of changing in doubtful net
The similarity value of number pair.
The embodiment of the present invention also provides a kind of electronic equipment, shown in Figure 4, and the embodiment of the present invention is only by taking Fig. 4 as an example
It is illustrated, is not offered as that present invention is limited only to this.Fig. 4 is the structural representation of one embodiment of electronic equipment provided by the invention
Figure.As shown in figure 4, electronic equipment 40 provided in this embodiment may include: memory 401, processor 402 and bus 403.Its
In, bus 403 is for realizing the connection between each element.
Computer program is stored in memory 401, computer program may be implemented above-mentioned when being executed by processor 402
The technical solution of the recognition methods for the number of changing in the net that one embodiment of the method provides.
Wherein, be directly or indirectly electrically connected between memory 401 and processor 402, with realize data transmission or
Interaction.It is electrically connected for example, these elements can be realized between each other by one or more of communication bus or signal wire, such as
It can be connected by bus 403.The computer program for realizing the recognition methods for the number of changing in net is stored in memory 401, including
At least one can be stored in the software function module in memory 401 in the form of software or firmware, and processor 402 passes through operation
The software program and module being stored in memory 401, thereby executing various function application and data processing.
Memory 401 may be, but not limited to, random access memory (Random Access Memory, referred to as:
RAM), read-only memory (Read Only Memory, referred to as: ROM), programmable read only memory (Programmable
Read-Only Memory, referred to as: PROM), erasable read-only memory (Erasable Programmable Read-Only
Memory, referred to as: EPROM), electricallyerasable ROM (EEROM) (Electric Erasable Programmable Read-
Only Memory, referred to as: EEPROM) etc..Wherein, memory 401 is for storing program, and processor 402 refers to receiving execution
After order, program is executed.Further, the software program in above-mentioned memory 401 and module may also include operating system, can
Including the various component softwares for management system task (such as memory management, storage equipment control, power management etc.) and/or
Driving, and can be in communication with each other with various hardware or component software, to provide the running environment of other software component.
Processor 402 can be a kind of IC chip, the processing capacity with signal.Above-mentioned processor 402 can
To be general processor, including central processing unit (Central Processing Unit, referred to as: CPU), network processing unit
(Network Processor, referred to as: NP) etc..It may be implemented or execute disclosed each method, the step in the embodiment of the present invention
Rapid and logic diagram.General processor can be microprocessor or the processor is also possible to any conventional processor etc..
It is appreciated that Fig. 4 structure be only illustrate, can also include than shown in Fig. 4 more perhaps less component or have with
Different configuration shown in Fig. 4.Each component shown in Fig. 4 can use hardware and/or software realization.
Optionally, electronic equipment provided in this embodiment can also be included between the electronic equipment and user and provide
The screen (not shown) of one output interface, such as it is displayed for the doubtful off-network number that doubtful off-network number is concentrated
The number pair for the number of changing in code, the doubtful newly-increased number doubtful newly-increased number concentrated and the net identified.In some embodiments,
Screen may include liquid crystal display (LCD) and touch panel (TP).If screen includes touch panel, screen can be implemented
For touch screen, to receive input signal from the user.Touch panel include one or more touch sensors with sense touch,
Gesture in sliding and touch panel.The touch sensor can not only sense the boundary of a touch or slide action, but also
Detect duration and pressure associated with the touch or slide operation.
Optionally, electronic equipment provided in this embodiment can also include audio component (not shown), audio component
It is configured as output and/or input audio signal, such as can receive the phonetic order of user's sending, can also be broadcasted to user
In doubtful off-network number, the doubtful newly-increased number doubtful newly-increased number concentrated and the net identified that doubtful off-network number is concentrated
The number pair for the number of changing.In the present embodiment, the voice that user carries out voice control to electronic equipment can be acquired by microphone and is believed
Number.In the present embodiment, loudspeaker broadcast information can be passed through.
Optionally, electronic equipment provided in this embodiment can also include communication component (not shown), communication component
It is configured to facilitate the communication of wired or wireless way between electronic equipment and other equipment.Communication component is used in the present embodiment
It realizes the interaction between electronic equipment and cloud server, such as number of the number of changing in net that communication component will identify that can be passed through
Code is to target device is sent to, in order to check.Electronic equipment can access the wireless network based on communication standard, such as WiFi,
2G, 4G or 4G or their combination.In one exemplary embodiment, communication component is received via broadcast channel from outside
The broadcast singal or broadcast related information of broadcasting management systems.In one exemplary embodiment, the communication component further includes
Near-field communication (NFC) module, to promote short range communication.For example, it can be based on radio frequency identification (RFID) technology in NFC module, it is infrared
Data association (IrDA) technology, ultra wide band (UWB) technology, bluetooth (BT) technology and other technologies are realized.
Optionally, electronic equipment provided in this embodiment can also include I/O interface (not shown), in electronics
Interface is provided between equipment and peripheral interface module, above-mentioned peripheral interface module can be keyboard, click wheel, button etc..These
Button may include but be not limited to: home button, volume button, start button and locking press button.
In the exemplary embodiment, electronic equipment can be by one or more application specific integrated circuit (ASIC), number
Signal processor (DSP), digital signal processing appts (DSPD), programmable logic device (PLD), field programmable gate array
(FPGA), controller, microcontroller, microprocessor or other electronic components are realized, for executing the above method.
It should be noted that electronic equipment provided in this embodiment includes, but are not limited to, at least one of the following: user
Side apparatus, network side equipment.User side equipment includes but is not limited to computer, smart phone, tablet computer, digital broadcasting end
End, messaging devices, game console, personal digital assistant etc..Network side equipment includes but is not limited to single network service
Device, multiple network servers composition server group or based on the consisting of a large number of computers or network servers of cloud computing
Cloud, wherein cloud computing is one kind of distributed computing, a super virtual computing being made of the computer of a group loose couplings
Machine.
Electronic equipment provided in this embodiment can be used for executing the technical solution of the corresponding embodiment of the method for Fig. 1, realize
Principle is similar with technical effect, and details are not described herein again.
The embodiment of the present invention also provides a kind of computer readable storage medium, is stored thereon with computer program, computer
The recognition methods of the number of changing in the net that any of the above-described embodiment of the method provides may be implemented when program is executed by processor.The present embodiment
In computer readable storage medium can be any usable medium that computer can access, or include one or more
Data storage devices, the usable mediums such as usable medium integrated server, data center can be magnetic medium, (for example, soft
Disk, hard disk, tape), optical medium (for example, DVD) or semiconductor medium (such as SSD) etc..
Finally, it should be noted that the above embodiments are only used to illustrate the technical solution of the present invention., rather than its limitations；To the greatest extent
Pipe present invention has been described in detail with reference to the aforementioned embodiments, those skilled in the art should understand that: its according to
So be possible to modify the technical solutions described in the foregoing embodiments, or to some or all of the technical features into
Row equivalent replacement；And these are modified or replaceed, various embodiments of the present invention technology that it does not separate the essence of the corresponding technical solution
The range of scheme.
Claims (10)
1. the recognition methods for the number of changing in a kind of net characterized by comprising
The Mobile Network Signaling data for belonging to the number of target area are obtained with predetermined period；
According to the Mobile Network Signaling data, the doubtful off-network number collection and doubtful newly-increased number in the target area are determined
Collection；
According to the communication feature for the number that the doubtful off-network number collection and the doubtful newly-increased number are concentrated, the number of changing in net is determined
Number pair, the communication feature includes one or more of following characteristics: calling number, called number, international mobile
EIC equipment identification code IMEI, base station cell, talk times and the duration of call.
2. the method according to claim 1, wherein described obtain number for belonging to target area with predetermined period
The Mobile Network Signaling data of code, comprising:
The signaling data of the mobile network IuCS interface and/or A interface in the target area is obtained with the predetermined period；
According to the whole network number section attaching information, the mobile network for belonging to the number of the target area is obtained from the signaling data
Signaling data.
3. the method according to claim 1, wherein described according to the Mobile Network Signaling data, determine described in
Doubtful off-network number collection in target area, comprising:
If determining that the first number after fiducial time node, is constantly in off-mode according to the Mobile Network Signaling data,
The doubtful off-network number collection then is added in first number.
4. the method according to claim 1, wherein described according to the Mobile Network Signaling data, determine described in
Doubtful newly-increased number collection in target area, comprising:
If determining that the second number is not present before fiducial time node according to the Mobile Network Signaling data, in the benchmark
It is in active state after intermediate node, then the doubtful newly-increased number collection is added in second number.
5. method according to claim 1-4, which is characterized in that it is described according to the doubtful off-network number collection and
The communication feature for the number that the doubtful newly-increased number is concentrated, determines the number pair of the number of changing in net, comprising:
According to the communication feature, determines and changed in the doubtful off-network number collection and the doubtful net of the doubtful newly-increased number concentration
Number number pair；
According to the communication feature, the similarity value of the number pair for the number of changing in the doubtful net is determined；
If the similarity value is greater than preset threshold, it is determined that the number for the number of changing is to the number for the number of changing in net in the doubtful net
It is right.
6. according to the method described in claim 5, it is characterized in that, described according to the communication feature, determine it is described it is doubtful from
The number pair for the number of changing in the doubtful net that network No. code collection and the doubtful newly-increased number are concentrated, comprising:
If third number and the doubtful newly-increased number that the doubtful off-network number is concentrated concentrate the 4th number, there are identical
Calling number or identical called number, it is determined that the third number and the 4th number are number of the number of changing in doubtful net
Code is right.
7. according to the method described in claim 5, determining the doubtful net it is characterized in that, described according to the communication feature
The inside similarity value of the number pair for the number of changing, comprising:
According to the communication feature, the similarity value of each communication feature of number centering of the number of changing in the doubtful net is determined；
Using the weighted sum of the similarity value of whole communication features as the similarity value of the number pair for the number of changing in the doubtful net.
8. the identification device for the number of changing in a kind of net characterized by comprising
Module is obtained, for obtaining the Mobile Network Signaling data for belonging to the number of target area with predetermined period；
Determining module, for according to the Mobile Network Signaling data, determine doubtful off-network number collection in the target area and
Doubtful newly-increased number collection；
Processing module, the communication special of the number for being concentrated according to the doubtful off-network number collection and the doubtful newly-increased number
Sign determines the number pair of the number of changing in net, and the communication feature includes one or more of following characteristics: calling number, quilt
It calls out the numbers code, international mobile equipment identification number IMEI, base station cell, talk times and the duration of call.
9. a kind of electronic equipment characterized by comprising
Memory；
Processor；And
Computer program；
Wherein, the computer program stores in the memory, and is configured as being executed by the processor to realize such as
The recognition methods for the number of changing in the described in any item nets of claim 1-7.
10. a kind of computer readable storage medium, which is characterized in that be stored thereon with computer program, the computer program
It is executed by processor to realize the recognition methods such as the number of changing in the described in any item nets of claim 1-7.
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