CN106961667A - High ferro user identification method and device - Google Patents
High ferro user identification method and device Download PDFInfo
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- CN106961667A CN106961667A CN201710071808.2A CN201710071808A CN106961667A CN 106961667 A CN106961667 A CN 106961667A CN 201710071808 A CN201710071808 A CN 201710071808A CN 106961667 A CN106961667 A CN 106961667A
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- voice call
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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
- H04W4/02—Services making use of location information
- H04W4/025—Services making use of location information using location based information parameters
- H04W4/027—Services making use of location information using location based information parameters using movement velocity, acceleration information
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W16/00—Network planning, e.g. coverage or traffic planning tools; Network deployment, e.g. resource partitioning or cells structures
- H04W16/18—Network planning tools
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W8/00—Network data management
- H04W8/02—Processing of mobility data, e.g. registration information at HLR [Home Location Register] or VLR [Visitor Location Register]; Transfer of mobility data, e.g. between HLR, VLR or external networks
- H04W8/08—Mobility data transfer
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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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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W8/00—Network data management
- H04W8/26—Network addressing or numbering for mobility support
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Abstract
The present invention provides a kind of high ferro user identification method and device, wherein, method includes：Obtain the history message registration data of all UE in preset time period in high-speed rail cell；Data service message registration data in the history message registration data and short message message registration data are screened out, voice call record data is obtained；According to the voice call record data, the speed per hour that each corresponding UE of voice call record converses at this in the voice call record data is obtained；If a certain UE meets default speed per hour scope in certain speed per hour conversed, it is determined that the UE is recorded as doubtful high ferro message registration in the voice call of this call, the user for carrying the UE is doubtful high ferro user.The present invention can be vivid the network coverage quality reflected along high ferro, help optimizes personnel's quick positioning question, and it is more efficient to solve problem, lifts high ferro network coverage quality, increases customer satisfaction degree, can economize on resources, saves cost.
Description
Technical field
The present invention relates to big data and technical field of communication network, more particularly to a kind of high ferro user identification method and dress
Put.
Background technology
Train operation in high-speed railway network has the requirement of high speed, high density, high percent of punctuality and high security.Arrive
In the end of the year 2015, china railway revenue kilometres are more than 12.1 ten thousand kilometers, and wherein 1.9 ten thousand kilometers of high ferro ranks first in the world.According to most
Newly issue《Mid-long term railway network plan》, to the year two thousand twenty, railway network scale reaches 150,000 kilometers, and wherein high-speed railway 30,000 is public
In.
As high ferro construction in recent years is developed rapidly, high ferro has become the choice for traveling of more and more users, so
High ferro user is filtered out in mass users message registration data, special, fixed point optimization is carried out, to lift high ferro network coverage matter
Amount, it is very important to increase customer satisfaction degree.
In consideration of it, high ferro user how is filtered out in mass users message registration data turns into the skill for needing to solve at present
Art problem.
The content of the invention
To solve above-mentioned technical problem, the present invention provides a kind of high ferro user identification method and device, in mass users
High ferro user is filtered out in message registration data, the network coverage quality reflected along high ferro that can be more vivid is helped
Optimization personnel's quick positioning question, solution problem is more efficient, lifts high ferro network coverage quality, increases customer satisfaction degree, can
Economize on resources, save cost.
In a first aspect, the present invention provides a kind of high ferro user identification method, including：
Obtain the history message registration data of all UE in preset time period in high-speed rail cell；
Data service message registration data in the history message registration data and short message message registration data are screened out,
Obtain voice call record data；
According to the voice call record data, each voice call record in the voice call record data is obtained
The speed per hour that corresponding UE converses at this；
If a certain UE meets default speed per hour scope in certain speed per hour conversed, it is determined that the UE leads in the voice of this call
Words are recorded as doubtful high ferro message registration, and the user for carrying the UE is doubtful high ferro user.
Alternatively, if meeting default speed per hour scope in certain speed per hour conversed in a certain UE, it is determined that the UE is at this
The voice call of secondary call is recorded as doubtful high ferro message registration, carry the UE user be doubtful high ferro user after, it is described
Method also includes：
If a certain UE talk times are more than predetermined threshold value in one day in all doubtful high ferro message registrations, by doubtful height
All voice call record deletions of the UE in iron message registration, it is determined that carrying the doubtful high ferro message registration retained after deletion
Corresponding UE user is high ferro user.
Alternatively, the voice call record data, including：The initial longitude and latitude of each voice call record, termination
Longitude and latitude and the duration of call.
Alternatively, it is described according to the voice call record data, each is obtained in the voice call record data
The speed per hour that the corresponding UE of voice call record converses at this, including：
According to the initial longitude and latitude and termination longitude and latitude that each voice call is recorded in the voice call record data,
Obtain the displacement that each corresponding UE of voice call record converses at this；
Displacement that corresponding UE converses at this is recorded according to each voice call and each voice is logical
Ticket call duration is talked about, the speed per hour that each corresponding UE of voice call record converses at this is obtained.
Alternatively, the default speed per hour scope is：More than 22 meter per seconds and less than 500 meter per seconds.
Second aspect, the present invention provides a kind of high ferro customer identification device, including：
First acquisition module, the history message registration number for obtaining all UE in preset time period in high-speed rail cell
According to；
Module is screened out, for the data service message registration data in the history message registration data and short message to be conversed
Record data is screened out, and obtains voice call record data；
Second acquisition module, for according to the voice call record data, obtaining in the voice call record data
The speed per hour that each corresponding UE of voice call record converses at this；
First identification module, if meeting default speed per hour scope in certain speed per hour conversed for a certain UE, it is determined that the UE
Doubtful high ferro message registration is recorded as in the voice call of this call, the user for carrying the UE is doubtful high ferro user.
Alternatively, described device also includes：
Second identification module, if for a certain UE talk times to be more than in advance in one day in all doubtful high ferro message registrations
If threshold value, then by all voice call record deletions of the UE in doubtful high ferro message registration, it is determined that being retained after carrying deletion
Doubtful high ferro message registration corresponding to UE user be high ferro user.
Alternatively, the voice call record data, including：The initial longitude and latitude of each voice call record, termination
Longitude and latitude and the duration of call.
Alternatively, second acquisition module, specifically for
According to the initial longitude and latitude and termination longitude and latitude that each voice call is recorded in the voice call record data,
Obtain the displacement that each corresponding UE of voice call record converses at this；
Displacement that corresponding UE converses at this is recorded according to each voice call and each voice is logical
Ticket call duration is talked about, the speed per hour that each corresponding UE of voice call record converses at this is obtained.
Alternatively, the default speed per hour scope is：More than 22 meter per seconds and less than 500 meter per seconds.
As shown from the above technical solution, high ferro user identification method and device of the invention, by obtaining preset time period
The history message registration data of all UE in interior high-speed rail cell, by the data service message registration in history message registration data
Data and short message message registration data are screened out, and obtain voice call record data, according to voice call record data, obtain voice
The speed per hour that each corresponding UE of voice call record converses at this in message registration data, if what a certain UE conversed at certain
Speed per hour meets default speed per hour scope, it is determined that the UE is recorded as doubtful high ferro message registration in the voice call of this call, takes
User with the UE is doubtful high ferro user, thus, and the network coverage quality reflected along high ferro that can be more vivid is helped
Optimization personnel's quick positioning question, solution problem is more efficient, lifts high ferro network coverage quality, increases customer satisfaction degree, can
Economize on resources, save cost.
Brief description of the drawings
A kind of schematic flow sheet for high ferro user identification method that Fig. 1 provides for one embodiment of the invention；
A kind of schematic flow sheet for high ferro user identification method that Fig. 2 provides for another embodiment of the present invention；
A kind of structural representation for high ferro customer identification device that Fig. 3 provides for one embodiment of the invention；
A kind of structural representation for high ferro customer identification device that Fig. 4 provides for another embodiment of the present invention.
Embodiment
To make the purpose, technical scheme and advantage of the embodiment of the present invention clearer, below in conjunction with the embodiment of the present invention
In accompanying drawing, clear, complete description is carried out to the technical scheme in the embodiment of the present invention, it is clear that described embodiment is only
Only it is a part of embodiment of the invention, rather than whole embodiments.Based on embodiments of the invention, ordinary skill people
The every other embodiment that member is obtained under the premise of creative work is not made, belongs to the scope of protection of the invention.
Fig. 1 shows the schematic flow sheet for the high ferro user identification method that one embodiment of the invention is provided, as shown in figure 1,
The high ferro user identification method of the present embodiment is as described below.
101st, all user equipmenies (User Equipment, abbreviation UE) in preset time period in high-speed rail cell are obtained
History message registration data.
In a particular application, the history message registration number of all UE in preset time period in high-speed rail cell can first be screened
According to.For example, related high ferro peripheral cell can be first associated, and it is whether accurate with client's verification high-speed rail cell, according to basic data
Middle high ferro scene field determines high ferro sector, it is therefore desirable to which basic data maintenance is good.
102nd, by the data service message registration data in the history message registration data and short message message registration data
Screen out, obtain voice call record data.
It is understood that data service message registration data and short message message registration data are screened out, only retain voice
Message registration data, can make data have more reliability.
In a particular application, the voice call record data, can include：The initial warp of each voice call record
Latitude, termination longitude and latitude and the duration of call etc..The present embodiment is not limited, and can also include other and voice call
Relevant record data.
103rd, according to the voice call record data, each voice call in the voice call record data is obtained
The speed per hour that the corresponding UE of record converses at this.
In a particular application, the step 103, can specifically include the step 103a and 103b not shown in figure：
103a, initial longitude and latitude and termination warp according to each voice call record in the voice call record data
Latitude, obtains the displacement that each corresponding UE of voice call record converses at this.
Displacement and each language that 103b, the UE according to corresponding to being recorded each voice call converse at this
The duration of call of sound message registration, obtains the speed per hour that each corresponding UE of voice call record converses at this.
Specifically, recorded for any bar voice call, this voice call can be recorded to corresponding UE and conversed at this
Displacement divided by this voice call ticket call duration, obtain the corresponding UE of this voice call record logical at this
The speed per hour of words.
If the 104, a certain UE meets default speed per hour scope in certain speed per hour conversed, it is determined that languages of the UE in this call
Sound message registration is doubtful high ferro message registration, and the user for carrying the UE is doubtful high ferro user.
In a particular application, the default speed per hour scope could be arranged to：More than 22 meter per seconds and less than 500 meter per seconds, sheet
Embodiment is not limited, and the default speed per hour scope can also be set according to the actual speed per hour situation of high ferro
Put.
The high ferro user identification method of the present embodiment, by obtaining going through for all UE in preset time period in high-speed rail cell
History message registration data, the data service message registration data in history message registration data and short message message registration data are sieved
Remove, obtain voice call record data, according to voice call record data, obtain each voice in voice call record data
The speed per hour that UE corresponding to message registration converses at this, if a certain UE meets default speed per hour scope in certain speed per hour conversed,
Determine that the UE is recorded as doubtful high ferro message registration in the voice call of this call, carry the user of the UE and used for doubtful high ferro
Family, thus, the network coverage quality reflected along high ferro that can be more vivid, help optimize personnel's quick positioning question, solve
Certainly problem is more efficient, lifts high ferro network coverage quality, increases customer satisfaction degree, can economize on resources, and saves cost.
In a particular application, as shown in Fig. 2 after above-mentioned steps 104, the present embodiment methods described can also include step
Rapid 105：
If the 105, a certain UE talk times are more than predetermined threshold value in one day in all doubtful high ferro message registrations, it will doubt
Like all voice call record deletions of the UE in high ferro message registration, it is determined that carrying the doubtful high ferro call retained after deletion
The corresponding UE of record user is high ferro user.
Specifically, in all doubtful high ferro message registrations in one day a certain UE international mobile subscriber identity
The occurrence number of (International Mobile Subscriber Identification Number, abbreviation IMSI) can
The talk times of the UE are represented, a certain UE IMSI occurrence number is more than in one day in even all doubtful high ferro message registrations
Predetermined threshold value, then by all voice call record deletions of the UE in doubtful high ferro message registration, it is determined that being protected after carrying deletion
UE user corresponding to the doubtful high ferro message registration stayed is high ferro user.
In a particular application, the predetermined threshold value be could be arranged to 10 times, and the present embodiment is not limited, and also may be used
To be configured according to actual conditions to the predetermined threshold value.
It is understood that the step 105 can avoid counting on non-high ferro user in the coverage of high-speed rail cell
The message registration of daily call, more precise positioning high ferro message registration, and then improve the accuracy rate of identification high ferro user, identification
As a result it is more efficient credible.
The high ferro user identification method of the present embodiment, based on user's communication is recorded, the spy called based on high ferro user
Property, with reference to all multi informations such as high-speed rail cell, longitude and latitude, speed per hour, examination is carried out to high ferro user's communication record, assert, identification is high
Iron user, the network coverage quality reflected along high ferro that can be more vivid, help optimizes personnel's quick positioning question, solves
Problem is more efficient, lifts high ferro network coverage quality, increases customer satisfaction degree, can economize on resources, and saves cost.
Fig. 3 shows a kind of structural representation for high ferro customer identification device that one embodiment of the invention is provided, such as Fig. 3 institutes
Show, the high ferro customer identification device of the present embodiment, including：First acquisition module 31, screen out module 32, the and of the second acquisition module 33
First identification module 34；Wherein：
First acquisition module 31, the history message registration number for obtaining all UE in preset time period in high-speed rail cell
According to；
Module 32 is screened out, for the data service message registration data and short message in the history message registration data to be led to
Words record data is screened out, and obtains voice call record data；
Second acquisition module 33, for according to the voice call record data, obtaining the voice call record data
In the speed per hours conversed at this of the corresponding UE of each voice call record；
First identification module 34, if meeting default speed per hour scope in certain speed per hour conversed for a certain UE, it is determined that should
UE is recorded as doubtful high ferro message registration in the voice call of this call, and the user for carrying the UE is doubtful high ferro user.
In a particular application, voice call record data described in the present embodiment, can include：Each voice call record
Initial longitude and latitude, terminate longitude and latitude and the duration of call etc..The present embodiment is not limited, can also include other with
The relevant record data of voice call.
It is understood that data service message registration data and short message message registration data are screened out, only retain voice
Message registration data, can make data have more reliability.
In a particular application, second acquisition module 33, can be specifically for
According to the initial longitude and latitude and termination longitude and latitude that each voice call is recorded in the voice call record data,
Obtain the displacement that each corresponding UE of voice call record converses at this；
Displacement that corresponding UE converses at this is recorded according to each voice call and each voice is logical
Ticket call duration is talked about, the speed per hour that each corresponding UE of voice call record converses at this is obtained.
Specifically, recorded for any bar voice call, this voice call can be recorded to corresponding UE and conversed at this
Displacement divided by this voice call ticket call duration, obtain the corresponding UE of this voice call record logical at this
The speed per hour of words.
In a particular application, speed per hour scope is preset described in the present embodiment could be arranged to：More than 22 meter per seconds and less than 500
Meter per second, the present embodiment is not limited, can also be according to the actual speed per hour situation of high ferro to the default speed per hour scope
It is configured.
In a particular application, as shown in figure 4, the present embodiment described device can also include：
Second identification module 35, if for a certain UE talk times to be more than in one day in all doubtful high ferro message registrations
Predetermined threshold value, then by all voice call record deletions of the UE in doubtful high ferro message registration, it is determined that being protected after carrying deletion
UE user corresponding to the doubtful high ferro message registration stayed is high ferro user.
Specifically, in all doubtful high ferro message registrations in one day a certain UE international mobile subscriber identity
The occurrence number of (International Mobile Subscriber Identification Number, abbreviation IMSI) can
The talk times of the UE are represented, a certain UE IMSI occurrence number is more than in one day in even all doubtful high ferro message registrations
Predetermined threshold value, then by all voice call record deletions of the UE in doubtful high ferro message registration, it is determined that being protected after carrying deletion
UE user corresponding to the doubtful high ferro message registration stayed is high ferro user.
In a particular application, the predetermined threshold value be could be arranged to 10 times, and the present embodiment is not limited, and also may be used
To be configured according to actual conditions to the predetermined threshold value.
It is understood that the second identification module 35 can avoid counting on non-high ferro user in the coverage of high-speed rail cell
Daily call message registration, more precise positioning high ferro message registration, and then improve the accuracy rate of identification high ferro user knows
Other result is more efficient credible.
The high ferro customer identification device of the present embodiment, based on user's communication is recorded, the spy called based on high ferro user
Property, with reference to all multi informations such as high-speed rail cell, longitude and latitude, speed per hour, examination is carried out to high ferro user's communication record, assert, in magnanimity
High ferro user is filtered out in user's communication record data, the network coverage quality reflected along high ferro that can be more vivid,
Help optimizes personnel's quick positioning question, and solution problem is more efficient, lifts high ferro network coverage quality, improves customer satisfaction
Degree, can economize on resources, and save cost.
The high ferro customer identification device of the present embodiment, can be used for the technical scheme for performing preceding method embodiment, in fact
Existing principle is similar with technique effect, and here is omitted.
It should be understood by those skilled in the art that, embodiments herein can be provided as method, system or computer program
Product.Therefore, the application can be using the reality in terms of complete hardware embodiment, complete software embodiment or combination software and hardware
Apply the form of example.Moreover, the application can be used in one or more computers for wherein including computer usable program code
The computer program production that usable storage medium is implemented on (including but is not limited to magnetic disk storage, CD-ROM, optical memory etc.)
The form of product.
The application is the flow with reference to method, equipment (system) and computer program product according to the embodiment of the present application
Figure and/or block diagram are described.It should be understood that every one stream in flow chart and/or block diagram can be realized by computer program instructions
Journey and/or the flow in square frame and flow chart and/or block diagram and/or the combination of square frame.These computer programs can be provided
The processor of all-purpose computer, special-purpose computer, Embedded Processor or other programmable data processing devices is instructed to produce
A raw machine so that produced by the instruction of computer or the computing device of other programmable data processing devices for real
The device for the function of being specified in present one flow of flow chart or one square frame of multiple flows and/or block diagram or multiple square frames.
These computer program instructions, which may be alternatively stored in, can guide computer or other programmable data processing devices with spy
Determine in the computer-readable memory that mode works so that the instruction being stored in the computer-readable memory, which is produced, to be included referring to
Make the manufacture of device, the command device realize in one flow of flow chart or multiple flows and/or one square frame of block diagram or
The function of being specified in multiple square frames.
These computer program instructions can be also loaded into computer or other programmable data processing devices so that in meter
Series of operation steps is performed on calculation machine or other programmable devices to produce computer implemented processing, thus in computer or
The instruction performed on other programmable devices is provided for realizing in one flow of flow chart or multiple flows and/or block diagram one
The step of function of being specified in individual square frame or multiple square frames.
It should be noted that herein, such as first and second or the like relational terms are used merely to a reality
Body or operation make a distinction with another entity or operation, and not necessarily require or imply these entities or deposited between operating
In any this actual relation or order.Moreover, term " comprising ", "comprising" or its any other variant are intended to
Nonexcludability is included, so that process, method, article or equipment including a series of key elements not only will including those
Element, but also other key elements including being not expressly set out, or also include being this process, method, article or equipment
Intrinsic key element.In the absence of more restrictions, the key element limited by sentence "including a ...", it is not excluded that
Also there is other identical element in process, method, article or equipment including the key element.Term " on ", " under " etc. refers to
The orientation or position relationship shown is, based on orientation shown in the drawings or position relationship, to be for only for ease of the description present invention and simplify
Description, rather than indicate or imply that the device or element of meaning must have specific orientation, with specific azimuth configuration and behaviour
Make, therefore be not considered as limiting the invention.Unless otherwise clearly defined and limited, term " installation ", " connected ",
" connection " should be interpreted broadly, for example, it may be being fixedly connected or being detachably connected, or be integrally connected；Can be
Mechanically connect or electrically connect；Can be joined directly together, can also be indirectly connected to by intermediary, can be two
The connection of element internal.For the ordinary skill in the art, above-mentioned term can be understood at this as the case may be
Concrete meaning in invention.
In the specification of the present invention, numerous specific details are set forth.Although it is understood that, embodiments of the invention can
To be put into practice in the case of these no details.In some instances, known method, structure and skill is not been shown in detail
Art, so as not to obscure the understanding of this description.Similarly, it will be appreciated that disclose in order to simplify the present invention and helps to understand respectively
One or more of individual inventive aspect, above in the description of the exemplary embodiment of the present invention, each of the invention is special
Levy and be grouped together into sometimes in single embodiment, figure or descriptions thereof.However, should not be by the method solution of the disclosure
Release and be intended in reflection is following：I.e. the present invention for required protection requirement is than the feature that is expressly recited in each claim more
Many features.More precisely, as the following claims reflect, inventive aspect is to be less than single reality disclosed above
Apply all features of example.Therefore, it then follows thus claims of embodiment are expressly incorporated in the embodiment,
Wherein each claim is in itself as the separate embodiments of the present invention.It should be noted that in the case where not conflicting, this
The feature in embodiment and embodiment in application can be mutually combined.The invention is not limited in any single aspect,
Any single embodiment is not limited to, any combination and/or the displacement of these aspects and/or embodiment is also not limited to.And
And, can be used alone the present invention each aspect and/or embodiment or with other one or more aspects and/or its implementation
Example is used in combination.
Finally it should be noted that：Various embodiments above is merely illustrative of the technical solution of the present invention, rather than its limitations；To the greatest extent
The present invention is described in detail with reference to foregoing embodiments for pipe, it will be understood by those within the art that：Its according to
The technical scheme described in foregoing embodiments can so be modified, or which part or all technical characteristic are entered
Row equivalent；And these modifications or replacement, the essence of appropriate technical solution is departed from various embodiments of the present invention technology
The scope of scheme, it all should cover among the claim of the present invention and the scope of specification.
Claims (10)
1. a kind of high ferro user identification method, it is characterised in that including：
Obtain the history message registration data of all UE in preset time period in high-speed rail cell；
Data service message registration data in the history message registration data and short message message registration data are screened out, obtained
Voice call record data；
According to the voice call record data, each voice call record institute in the voice call record data is obtained right
The speed per hour for answering UE to be conversed at this；
If a certain UE meets default speed per hour scope in certain speed per hour conversed, it is determined that the UE remembers in the voice call of this call
Record as doubtful high ferro message registration, the user for carrying the UE is doubtful high ferro user.
2. according to the method described in claim 1, it is characterised in that if meeting pre- in certain speed per hour conversed in a certain UE
If speed per hour scope, it is determined that the UE is recorded as doubtful high ferro message registration in the voice call of this call, carries the use of the UE
Family is after doubtful high ferro user, methods described also includes：
If a certain UE talk times are more than predetermined threshold value in one day in all doubtful high ferro message registrations, by doubtful high Tie Tong
All voice call record deletions of the UE in words record, it is determined that it is right to carry the doubtful high ferro message registration institute retained after deletion
The user for answering UE is high ferro user.
3. according to the method described in claim 1, it is characterised in that the voice call record data, including：Each voice
Initial longitude and latitude, termination longitude and latitude and the duration of call of message registration.
4. method according to claim 3, it is characterised in that described according to the voice call record data, obtains institute
The speed per hour that each corresponding UE of voice call record converses at this in predicate sound message registration data, including：
According to the initial longitude and latitude and termination longitude and latitude that each voice call is recorded in the voice call record data, obtain
The displacement that each corresponding UE of voice call record converses at this；
Displacement and each voice call note that the UE according to corresponding to being recorded each voice call converses at this
The duration of call of record, obtains the speed per hour that each corresponding UE of voice call record converses at this.
5. according to the method described in claim 1, it is characterised in that the default speed per hour scope is：More than 22 meter per seconds and it is less than
500 meter per seconds.
6. a kind of high ferro customer identification device, it is characterised in that including：
First acquisition module, the history message registration data for obtaining all UE in preset time period in high-speed rail cell；
Module is screened out, for by the data service message registration data and short message message registration in the history message registration data
Data are screened out, and obtain voice call record data；
Second acquisition module, for according to the voice call record data, obtaining each in the voice call record data
The speed per hour that the corresponding UE of bar voice call record converses at this；
First identification module, if meeting default speed per hour scope in certain speed per hour conversed for a certain UE, it is determined that the UE is at this
The voice call of secondary call is recorded as doubtful high ferro message registration, and the user for carrying the UE is doubtful high ferro user.
7. device according to claim 6, it is characterised in that described device also includes：
Second identification module, if for a certain UE talk times to be more than default threshold in one day in all doubtful high ferro message registrations
Value, then by all voice call record deletions of the UE in doubtful high ferro message registration, it is determined that what is retained after carrying deletion doubts
The UE user like corresponding to high ferro message registration is high ferro user.
8. device according to claim 6, it is characterised in that the voice call record data, including：Each voice
Initial longitude and latitude, termination longitude and latitude and the duration of call of message registration.
9. device according to claim 8, it is characterised in that second acquisition module, specifically for
According to the initial longitude and latitude and termination longitude and latitude that each voice call is recorded in the voice call record data, obtain
The displacement that each corresponding UE of voice call record converses at this；
Displacement and each voice call note that the UE according to corresponding to being recorded each voice call converses at this
The duration of call of record, obtains the speed per hour that each corresponding UE of voice call record converses at this.
10. device according to claim 6, it is characterised in that the default speed per hour scope is：More than 22 meter per seconds and small
In 500 meter per seconds.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201710071808.2A CN106961667A (en) | 2017-02-09 | 2017-02-09 | High ferro user identification method and device |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201710071808.2A CN106961667A (en) | 2017-02-09 | 2017-02-09 | High ferro user identification method and device |
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| Publication Number | Publication Date |
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| CN106961667A true CN106961667A (en) | 2017-07-18 |
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Cited By (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN109327854A (en) * | 2018-11-15 | 2019-02-12 | 中国联合网络通信集团有限公司 | Track user identification method and device |
| CN109548064A (en) * | 2018-11-23 | 2019-03-29 | 中国联合网络通信集团有限公司 | Personal identification method and device, computer readable storage medium |
| CN110392341A (en) * | 2019-08-08 | 2019-10-29 | 武汉绿色网络信息服务有限责任公司 | A kind of high-speed railway mobile network user identification method and system |
Citations (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN102104653A (en) * | 2009-12-17 | 2011-06-22 | 深圳富泰宏精密工业有限公司 | Communication equipment and method for safely answering call in driving mode for communication equipment |
| CN102209332A (en) * | 2010-03-30 | 2011-10-05 | 联芯科技有限公司 | Control strategy configuration method and device based on movement speed of terminal |
| CN102611985A (en) * | 2011-01-24 | 2012-07-25 | 国际商业机器公司 | Method and equipment used for providing travelling information |
| CN103841576A (en) * | 2012-11-20 | 2014-06-04 | 中国移动通信集团浙江有限公司 | High speed railway user separation method and system and signaling data processing method and system |
| CN105636104A (en) * | 2014-10-27 | 2016-06-01 | 北京市天元网络技术股份有限公司 | Method and system of high-speed mobile user conversation identification in mobile communication network |
-
2017
- 2017-02-09 CN CN201710071808.2A patent/CN106961667A/en active Pending
Patent Citations (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN102104653A (en) * | 2009-12-17 | 2011-06-22 | 深圳富泰宏精密工业有限公司 | Communication equipment and method for safely answering call in driving mode for communication equipment |
| CN102209332A (en) * | 2010-03-30 | 2011-10-05 | 联芯科技有限公司 | Control strategy configuration method and device based on movement speed of terminal |
| CN102611985A (en) * | 2011-01-24 | 2012-07-25 | 国际商业机器公司 | Method and equipment used for providing travelling information |
| CN103841576A (en) * | 2012-11-20 | 2014-06-04 | 中国移动通信集团浙江有限公司 | High speed railway user separation method and system and signaling data processing method and system |
| CN105636104A (en) * | 2014-10-27 | 2016-06-01 | 北京市天元网络技术股份有限公司 | Method and system of high-speed mobile user conversation identification in mobile communication network |
Cited By (6)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN109327854A (en) * | 2018-11-15 | 2019-02-12 | 中国联合网络通信集团有限公司 | Track user identification method and device |
| CN109327854B (en) * | 2018-11-15 | 2022-05-31 | 中国联合网络通信集团有限公司 | Track user identification method and device |
| CN109548064A (en) * | 2018-11-23 | 2019-03-29 | 中国联合网络通信集团有限公司 | Personal identification method and device, computer readable storage medium |
| CN109548064B (en) * | 2018-11-23 | 2022-04-15 | 中国联合网络通信集团有限公司 | Identity recognition method and device and computer readable storage medium |
| CN110392341A (en) * | 2019-08-08 | 2019-10-29 | 武汉绿色网络信息服务有限责任公司 | A kind of high-speed railway mobile network user identification method and system |
| CN110392341B (en) * | 2019-08-08 | 2021-03-30 | 武汉绿色网络信息服务有限责任公司 | High-speed rail mobile network user identification method and system |
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