CN109275107A - The recognition methods of user's permanent residence, device, equipment and medium - Google Patents
The recognition methods of user's permanent residence, device, equipment and medium Download PDFInfo
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- CN109275107A CN109275107A CN201811294944.9A CN201811294944A CN109275107A CN 109275107 A CN109275107 A CN 109275107A CN 201811294944 A CN201811294944 A CN 201811294944A CN 109275107 A CN109275107 A CN 109275107A
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- base station
- user
- corresponding relationship
- residential area
- resident
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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
- H04W4/029—Location-based management or tracking services
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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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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W64/00—Locating users or terminals or network equipment for network management purposes, e.g. mobility management
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- Computer Networks & Wireless Communication (AREA)
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Abstract
The invention discloses a kind of user's permanent residence recognition methods, device, equipment and media.This method determines according to user identifier the first corresponding relationship of base station that user is resident and the resident duration in base station by obtaining user identifier;The corresponding relationship of residential area information and residential area and base station is obtained, and residential area and one-to-one second corresponding relationship in base station are determined according to longest resident duration;The first corresponding relationship and the second corresponding relationship are associated based on base station, and user identifier and the one-to-one corresponding relationship in residential area are determined according to longest resident duration, obtains the resident population cell of user.The resident population cell of user can be identified according to embodiments of the present invention.
Description
Technical field
The present invention relates to field of communication technology more particularly to a kind of user's permanent residence recognition methods, device, equipment and Jie
Matter.
Background technique
Currently, " base station " usually according to user in the mobile phone speech call in night or surfing flow ticket, or
" base station " in network side mobile management entity (Mobility Management Entity, MME) signaling, further according to " base station "
With the configuration information of residential area corresponding relationship, to determine user's permanent residence.
But above-mentioned processing method suffers from the drawback that
The configuration information of " base station " and residential area corresponding relationship is needed by artificial maintenance, and the network optimization adjusts the frequency
Height, the probability for causing corresponding relationship to go wrong are big;
One base station cell corresponds to multiple broadband cells, only by the period, as 20:00- next day 6:00 and user base station are poly-
Intensity is screened, and can not be rejected user the case where the period outdoor activity is stayed out, be caused to cause erroneous judgement;
It is not bound with family relationship, is unable to satisfy the business demand to the target customer of family marketing Article 2 broadband.
Summary of the invention
In order to solve at least one technical problem in above-mentioned, the embodiment of the invention provides a kind of identifications of user's permanent residence
Method, apparatus, equipment and medium can identify user's resident population cell.
In a first aspect, the embodiment of the invention provides a kind of user's permanent residence recognition methods, method includes:
User identifier is obtained, and the base station and staying in the base station that the user is resident are determined according to the user identifier
Stay the first corresponding relationship of duration;
It obtains the corresponding relationship of residential area information and the residential area and the base station, and described is stayed according to longest
Duration is stayed to determine the residential area and one-to-one second corresponding relationship in the base station;
First corresponding relationship and second corresponding relationship are associated based on the base station, and according to longest
The resident duration determines user identifier and the one-to-one corresponding relationship in the residential area, obtains the resident population of the user
Cell.
The user's permanent residence recognition methods provided according to embodiments of the present invention, the method also includes:
According to the corresponding relationship of user identifier and user network mark international mobile subscriber identity IMSI, and, the use
The corresponding relationship of the International Mobile Station Equipment Identification IMEI of family mark and user terminal, identifies IMSI and user for the user network
Terminal iidentification IMEI is uniformly mapped as the user identifier.
The user's permanent residence recognition methods provided according to embodiments of the present invention, the method also includes:
The user network mark IMSI is obtained, and IMSI is identified according to the user network and determines what the user was resident
Base station and resident duration in the base station;
The user terminal identification IMEI is obtained, and determines what the user was resident according to the user terminal identification IMEI
Base station and resident duration in the base station.
The user's permanent residence recognition methods provided according to embodiments of the present invention, the method also includes:
It is resident initial time and the finish time of the base station according to the user, determines the user in the base station
Resident duration.
The user's permanent residence recognition methods provided according to embodiments of the present invention, the acquisition residential area information and the residence
The corresponding relationship of people's cell and the base station, and the residential area and the base station are determined according to the longest resident duration
One-to-one second corresponding relationship, comprising:
Residential area information and its longitude and latitude, base station information and its longitude and latitude are obtained from default management system;
According to the residential area information and its longitude and latitude, base station information and its longitude and latitude, choose the residential area with
The distance between described base station is less than the residential area and base station of distance threshold, determines the of the residential area and the base station
Three corresponding relationships;
The login log information of broadband Radius and the base station, the resident duration are carried out based on the user identifier
Association, and the duration for selecting to log in the broadband is less than duration threshold value determines the residential area, base station, described resident
The 4th corresponding relationship between duration;
Based on third corresponding relationship described in the base station association and the 4th corresponding relationship, and select the resident duration
It is longest, determine the residential area and one-to-one second corresponding relationship in the base station.
The user's permanent residence recognition methods provided according to embodiments of the present invention, the method also includes:
Family relationship is obtained from preset business support system, obtains user identifier pass corresponding with household identification
System.
The user's permanent residence recognition methods provided according to embodiments of the present invention, the method also includes:
According to the corresponding relationship of the user identifier and the household identification, the resident population cell into family is not
The user for installing broadband pushes preset information on services, and the information on services includes broadband mount message.
Second aspect, the embodiment of the invention provides a kind of user's permanent residence identification device, device includes:
First relationship determination module determines that the user is resident for obtaining user identifier, and according to the user identifier
Base station and the resident duration in the base station the first corresponding relationship;
Second relationship determination module, for obtaining residential area information and the residential area pass corresponding with the base station
System, and the residential area and one-to-one second corresponding relationship in the base station are determined according to the longest resident duration;
Permanent residence determining module, for based on the base station by first corresponding relationship and second corresponding relationship into
Row association, and user identifier and the one-to-one corresponding relationship in the residential area are determined according to the longest resident duration, it obtains
To the resident population cell of the user.
The third aspect, the embodiment of the invention provides a kind of user's permanent residences to identify equipment, comprising: at least one processing
Device, at least one processor and computer program instructions stored in memory, when computer program instructions are by processor
The method such as first aspect in above embodiment is realized when execution.
Fourth aspect, the embodiment of the invention provides a kind of computer readable storage mediums, are stored thereon with computer journey
The method such as first aspect in above embodiment is realized in sequence instruction when computer program instructions are executed by processor.
The recognition methods of user's permanent residence, device, equipment and medium provided in an embodiment of the present invention,
By obtaining user identifier, and base station that user is resident determined according to user identifier and in the resident duration of base station
First corresponding relationship;The corresponding relationship of residential area information and residential area and base station is obtained, and according to longest resident duration
Determine residential area and one-to-one second corresponding relationship in base station;Based on base station by the first corresponding relationship and the second corresponding relationship into
Row association, and user identifier and the one-to-one corresponding relationship in residential area are determined according to longest resident duration, obtain user's
Resident population cell.The resident population cell of user can be identified according to embodiments of the present invention.
Detailed description of the invention
In order to illustrate the technical solution of the embodiments of the present invention more clearly, will make below to required in the embodiment of the present invention
Attached drawing is briefly described, for those of ordinary skill in the art, without creative efforts, also
Other drawings may be obtained according to these drawings without any creative labor.
Fig. 1 shows the schematic flow diagram of user's permanent residence recognition methods of the embodiment of the present invention;
Fig. 2 shows the user locations of the embodiment of the present invention and presence information time series to determine method schematic flow diagram;
Fig. 3 shows the residential area of the embodiment of the present invention and the schematic flow diagram of base station corresponding relation determining method;
Fig. 4 shows the structure chart of user's permanent residence identification device of the embodiment of the present invention;
Fig. 5 shows the hardware structure diagram of user's permanent residence identification equipment of the embodiment of the present invention.
Specific embodiment
The feature and exemplary embodiment of various aspects of the invention is described more fully below, in order to make mesh of the invention
, technical solution and advantage be more clearly understood, with reference to the accompanying drawings and embodiments, the present invention is further retouched in detail
It states.It should be understood that specific embodiment described herein is only configured to explain the present invention, it is not configured as limiting the present invention.
To those skilled in the art, the present invention can be real in the case where not needing some details in these details
It applies.Below the description of embodiment is used for the purpose of better understanding the present invention to provide by showing example of the invention.
It should be noted that, in this document, relational terms such as first and second and the like are used merely to a reality
Body or operation are distinguished with another entity or operation, are deposited without necessarily requiring or implying between these entities or operation
In any actual relationship or order or sequence.Moreover, the terms "include", "comprise" or its any other variant are intended to
Non-exclusive inclusion, so that the process, method, article or equipment including a series of elements is not only wanted including those
Element, but also including other elements that are not explicitly listed, or further include for this process, method, article or equipment
Intrinsic element.In the absence of more restrictions, the element limited by sentence " including ... ", it is not excluded that including
There is also other identical elements in the process, method, article or equipment of the element.
In the embodiment of the present invention, term " base station " includes but is not limited to node, station control, access point (Access
Point, abbreviation AP) or any other type the interface equipment that can be worked in wireless environments.
With reference to the accompanying drawing, be described in detail user's permanent residence recognition methods according to an embodiment of the present invention, device, equipment and
Medium.It should be noted that these embodiments are not for limiting the scope of the present disclosure.
Fig. 1 is the flow chart for showing user's permanent residence recognition methods according to an embodiment of the present invention.As shown in Figure 1, this hair
User's permanent residence recognition methods in bright embodiment the following steps are included:
S110 obtains user identifier, and according to user identifier determines base station that user is resident and in the resident duration of base station
The first corresponding relationship;
S120 obtains the corresponding relationship of residential area information and residential area and base station, and according to longest resident duration
Determine residential area and one-to-one second corresponding relationship in base station;
First corresponding relationship and the second corresponding relationship are associated by S130 based on base station, and according to it is longest resident when
It is long to determine user identifier and the one-to-one corresponding relationship in residential area, obtain the resident population cell of user.
In embodiments of the present invention, the user identifier different problems of different location data source mark are solved, by right
User logs in the capture of broadband behavior, and identification user is in scene, obtains pair of residential area and base station effectively, in high quality
It should be related to, solve a case where base station corresponds to multiple residential areas, and can identify family in conjunction with the family relationship of user
The case where member point lives location.
In one particular embodiment of the present invention, S110 may include step as shown in Figure 2, and Fig. 2 shows this hairs
The user location and presence information time series of bright embodiment determine the flow chart of method.As shown in Fig. 2, in the embodiment of the present invention
User location and presence information time series determine method the following steps are included:
S1111 obtains user speech, the location information in flow ticket, determines set { moment, user identifier USER_
ID, base station information };
S1112 obtains user MME signaling, the position letter in measurement report (Measurement Report, MR) signaling
Breath determines that { moment, user network identify international mobile subscriber identity (International Mobile to set
Subscriber Identification Number, IMSI), base station information };
S1113 obtains user's login application program (Application, App) authorization message, determines that set { use by the moment
Family terminal iidentification international mobile equipment identification number (International Mobile Equipment Identity, IMEI), base
It stands information }.
S112, it is corresponding according to user's { user identifier USER_ID, user network identify IMSI, user terminal identification IMEI }
Relationship is uniformly mapped as user identifier.
S113, forms the time series of user location, and the resident duration of position is calculated, time series be the moment,
User identifier, base station information are resident duration }.
It should be noted that the location register of user, call behavior, surf the web, mobile phone terminal APP use situations such as,
Base station information can be retained in ticket, signaling, APP interaction, but the user identifier of different data sources mark is different.Needing will be different
The user information marked in data source is uniformly mapped as Operator Specific Service support system (Business&Operation
Support System, BOSS) in user identifier.
For example, user can register the corresponding relationship of user identifier USER_ID and user network mark IMSI, base when opening an account
The mobile phone position obtained is authorized to connect { user identifier USER_ID, user terminal in base station information with user in user speech ticket
Identify IMEI }, can converge to obtain ought for the previous period in user identifier USER_ID and terminal iidentification IMEI corresponding relationship.It is logical
IMSI and user terminal identification IMEI can be identified for user network by crossing above-mentioned two relationship, uniformly be mapped as user identifier
USER_ID。
Summarize to obtain user location time series: the moment (YYYY-MM-DD HH:Mi:SS, year-month-day hour: minute:
Second), user identifier, base station information }.Then subtraction is done at the time of record according to front and back, obtains staying for the position of previous item record
Stay duration.
Finally obtain user location and presence information time series: { moment, user identifier, base station information are resident duration }.
The case where table 1 is user location and presence information time series table, base station information includes the Location Area Code of base station
(location area code, LAC).
Table 1
In embodiments of the present invention, { user identifier USER_ID, the network user identifier added up by big data platform
IMSI, user's using terminal IMEI } corresponding relation data, it is unified that user network is identified into IMSI and user terminal identification IMEI
It is mapped as user identifier USER_ID, solves the user identifier different problems of different location data source mark.
S120 may include step as shown in Figure 3, and the residential area that Fig. 3 shows the embodiment of the present invention is corresponding with base station
Relationship determines the flow chart of method.As shown in figure 3, residential area and base station corresponding relation determining method in the embodiment of the present invention
The following steps are included:
S1211 obtains the longitude and latitude of residential area from broadband cell management system.
S1212 obtains latitude and longitude of base station from network resource management system.
S1213, the broadband ports and its corresponding broadband account of the covering of broadband residential area.
S1214, broadband log in log, include broadband account and user identifier.
S1215, broadband user log in broadband 30 minutes, user location and presence information time series.
S1221, centered on the longitude and latitude of residential area, the width is stamped in calculation base station to Center Length, the base station in 500 meters
Band cell ID, forms set A { residential area, base station information }.
S1222, broadband user are under scene, associated base station information, formation set B residential area, base station information,
Resident duration }.
S123, relation integration A and B summarize verification, form residential area and base station information one-one relationship.
For example, there are the corresponding residential area information of broadband installation addresses and its longitude and latitude in the management system of broadband cell
It spends, has base station information and its longitude and latitude in network resource management system.Residential area is obtained from broadband cell management system
Longitude and latitude obtains the longitude and latitude of base station from network resource management system.
Firstly, the longitude and latitude based on residential area and base station, calculates distance between the two.Model is covered according to urban base
Enclose empirical value, set distance threshold value, such as 500 meters, broadband cell mark is stamped into the base station in 500 meters, forms set A
{ residential area, base station information }.But there are a base stations to correspond to multiple residential area situations.
Secondly, by consumer wideband remote customer dialing authentication service (Remote Authentication Dial In
User Service, Radius) login log { residential area, user identifier }, with user location and presence information time sequence
Column { moment, user identifier, base station information are resident duration }, are associated, and select time slices is to step on according to Broadband Calling Station ID
It records in 30 minutes of broadband account, obtains the base station information and resident duration that user is resident, form set B { residential area, base
It stands information, is resident duration }.
Finally, relation integration A and B, and sorted from high in the end according to resident duration, the resident longest record of duration is selected,
Reject other residue records, it is ensured that a base station is pertaining only to a residential area, forms the collection of residential area respective base station information
It closes C { residential area, base station information }.
For example, set C { residential area, base station information } can be indicated with table 2, table 2 is residential area and base station information pair
Answer relation table.
Table 2
Residential area | Base station information |
The Changjiang river cell | lac_1234 |
The Yellow River cell | lac_4567 |
In embodiments of the present invention, a base station is pertaining only to a residential area, and the corresponding base station letter in residential area
Breath is adjusted according to login log dynamic, it is ensured that residential area accuracy corresponding with base station information.
As an example, S130 can specifically include, according to " family pays out expense " product subscription relationship in BOSS system,
Obtain family relationship, formed set { household identification, member identities' (user identifier) }, thus know in one family by those at
Member's composition.Set { household identification, member identities' (user identifier) } can indicate that table 3 is user identifier and household identification with table 3
Mapping table.
Table 3
Household identification | Member identities' (user identifier) |
family1 | userA |
family1 | userB |
family1 | userC |
S130 can specifically include, and be judged from set { household identification, member identities' (user identifier) } selection
Family, according to member identities' (user identifier) in set { household identification, member identities' (user identifier) }, by set { family
Mark, member identities' (user identifier) } with user location and presence information time series the moment, user identifier, base station information,
Resident duration } it is associated, the record data in the timeslice needed are selected, for example, the record data of 22:00- next day 6:00,
Form set { household identification, member identities' (user identifier), base station information are resident duration }.
Set { household identification, member identities' (user identifier), base station information, resident duration } can be indicated with table 4,
Table 4 is kinsfolk and resident duration relation table.
Table 4
According to base station information, by set { household identification, user identifier, base station information are resident duration } and set C { resident
Cell, base station information } it is associated, form set { household identification, member identities' (user identifier), residential area, when being resident
It is long }.If the corresponding multiple residential areas of same member identities' (user identifier), that longest note of resident duration is selected
Record finally obtains set { household identification, member identities' (the user's mark of unique user identifier and residential area corresponding relationship
Know),
Residential area }, i.e., kinsfolk divides location occupancy.
Set { household identification, member identities' (user identifier), residential area, resident duration } can carry out table with table 5
Show, table 5 is that kinsfolk divides location occupancy table.
Table 5
Household identification | Member identities' (user identifier) | Residential area | Resident duration (minute) |
family1 | userA | The Changjiang river cell | 20 |
family1 | userB | The Changjiang river cell | 30 |
family1 | userC | The Yellow River cell | 40 |
Divide location occupancy according to kinsfolk, there are the feelings that kinsfolk lives in different residential areas for one family
Condition.It can be recommended to correspond to the broadband marketing message of residential area to different kinsfolks.Especially kinsfolk exists
One residential area is equipped with broadband, the residential area of another members live is fitted without broadband, forms family's Article 2
Broadband marketing objectives customer group.
In embodiments of the present invention, the case where kinsfolk point location is lived can be identified in conjunction with the family relationship of user.And
And it can be recommended to correspond to the broadband marketing message of residential area to different kinsfolks.Especially kinsfolk is one
A residential area is equipped with broadband, the residential area of another members live is fitted without broadband, and it is wide to form family's Article 2
Band marketing objectives customer group.
Fig. 4 shows the structure chart of user's permanent residence identification device according to an embodiment of the present invention.As shown in figure 4, user
Permanent residence identification device includes:
First relationship determination module 401 determines that the user stays for obtaining user identifier, and according to the user identifier
First corresponding relationship of the base station and the resident duration in the base station stayed;
Second relationship determination module 402, for obtaining pair of residential area information and the residential area and the base station
It should be related to, and determine that the residential area is corresponding with the base station one-to-one second according to the longest resident duration and close
System;
Permanent residence determining module 403 is closed for being corresponded to first corresponding relationship and described second based on the base station
System is associated, and determines user identifier and the one-to-one corresponding pass in the residential area according to the longest resident duration
System, obtains the resident population cell of the user.
In one embodiment, the first relationship determination module 401 is specifically used for: according to the user identifier and user network
Network identifies the corresponding relationship of international mobile subscriber identity IMSI, and, the world movement of the user identifier and user terminal is set
The user network mark IMSI and user terminal identification IMEI is uniformly mapped as institute by the corresponding relationship of standby mark IMEI
State user identifier.In one embodiment, the first relationship determination module 401 is specifically used for:
The user network mark IMSI is obtained, and IMSI is identified according to the user network and determines what the user was resident
Base station and resident duration in the base station;
The user terminal identification IMEI is obtained, and determines what the user was resident according to the user terminal identification IMEI
Base station and resident duration in the base station.
In one embodiment, the first relationship determination module 401 is specifically used for:
It is resident initial time and the finish time of the base station according to the user, determines the user in the base station
Resident duration.
In one embodiment, the second relationship determination module 402 is specifically used for:
Residential area information and its longitude and latitude, base station information and its longitude and latitude are obtained from default management system;
According to the residential area information and its longitude and latitude, base station information and its longitude and latitude, choose the residential area with
The distance between described base station is less than the residential area and base station of distance threshold, determines the of the residential area and the base station
Three corresponding relationships;
The login log information of broadband Radius and the base station, the resident duration are carried out based on the user identifier
Association, and the duration for selecting to log in the broadband is less than duration threshold value determines the residential area, base station, described resident
The 4th corresponding relationship between duration;
Based on third corresponding relationship described in the base station association and the 4th corresponding relationship, and select the resident duration
It is longest, determine the residential area and one-to-one second corresponding relationship in the base station.
In one embodiment, permanent residence determining module 403 is specifically used for:
Family relationship is obtained from preset business support system, obtains user identifier pass corresponding with household identification
System.In one embodiment, permanent residence determining module 403 is specifically used for:
According to the corresponding relationship of the user identifier and the household identification, the resident population cell into family is not
The user for installing broadband pushes preset information on services, and the information on services includes broadband mount message.
The user's permanent residence identification device provided through the invention, { the user identifier USER_ added up by big data platform
ID, network user identifier IMSI, user's using terminal IMEI } corresponding relation data, user network is identified into IMSI and user
Terminal iidentification IMEI is uniformly mapped as user identifier USER_ID, and the user identifier for solving different location data source mark is different
The problem of;By logging in the capture of broadband behavior to user, identification user is in scene, effectively, obtains resident in high quality
The corresponding relationship of cell and base station solves a case where base station corresponds to multiple residential areas, and can be in conjunction with the family of user
The case where front yard relationship, identification kinsfolk point location is lived.And it can be recommended to correspond to residential area to different kinsfolks
Broadband marketing message.Especially kinsfolk is equipped with broadband a residential area, another members live's
Residential area is fitted without broadband, forms family's Article 2 broadband marketing objectives customer group.
In addition, user's permanent residence recognition methods in conjunction with Fig. 1 embodiment of the present invention described can be known by user's permanent residence
Other equipment is realized.Fig. 5 shows the hardware structural diagram of user's permanent residence identification equipment of the embodiment of the present invention.
Calculating equipment 1000 includes input equipment 1001, input interface 1002, processor 1003, memory 1004, output
Interface 1005 and output equipment 1006.
Wherein, input interface 1002, processor 1003, memory 1004 and output interface 1005 pass through bus 1010
It is connected with each other, input equipment 1001 and output equipment 1006 pass through input interface 1002 and output interface 1005 and bus respectively
1010 connections, and then connect with the other assemblies for calculating equipment 1000.
Specifically, input equipment 1001 is received from external input information, and is believed input by input interface 1002
Breath is transmitted to processor 1003;Processor 1003 is based on the computer executable instructions stored in memory 1004 to input information
It is handled to generate output information, output information is temporarily or permanently stored in memory 1004, then by defeated
Output information is transmitted to output equipment 1006 by outgoing interface 1005;Output information is output to calculating equipment by output equipment 1006
1000 outside is for users to use.
Each step in the above-mentioned user's permanent residence recognition methods of the application can be executed by calculating equipment 1000.
Processor 1003 can be one or more central processing units (English: Central Processing Unit,
CPU).In the case where processor 601 or processor 701 are a CPU, which can be monokaryon CPU, be also possible to multicore
CPU。
Memory 1004 can be but not limited to random access memory (RAM), read-only memory (ROM), it is erasable can
One of program read-only memory (EPROM), compact disc read-only memory (CD-ROM), hard disk etc. are a variety of.Memory 1004
For storing program code.
It is understood that in the embodiment of the present application, any module or whole modules in the processing module that Fig. 4 is provided
Function can be realized with central processing unit 1003 shown in fig. 5.
The embodiment of the present invention also provides a kind of computer readable storage medium, is stored thereon with computer program instructions, when
It is realized in user's permanent residence recognition methods described in the embodiment of the present invention when calculator program instruction is executed by processor
Each step.
In the above-described embodiments, can come wholly or partly by software, hardware, firmware or any combination thereof real
It is existing.When using entirely or partly realizing in the form of a computer program product, the computer program product include one or
Multiple computer instructions.When loading on computers or executing the computer program instructions, entirely or partly generate according to
Process described in the embodiment of the present invention or function.The computer can be general purpose computer, special purpose computer, computer network
Network or other programmable devices.The computer instruction may be stored in a computer readable storage medium, or from one
Computer readable storage medium is transmitted to another computer readable storage medium, for example, the computer instruction can be from one
A web-site, computer, server or data center pass through wired (such as coaxial cable, optical fiber, Digital Subscriber Line (DSL)
Or wireless (such as infrared, wireless, microwave etc.) mode is carried out to another web-site, computer, server or data center
Transmission).The computer-readable storage medium can be any usable medium or include one that computer can access
The data storage devices such as a or multiple usable mediums integrated server, data center.The usable medium can be magnetic Jie
Matter, (for example, floppy disk, hard disk, tape), optical medium (for example, DVD) or semiconductor medium (such as solid state hard disk Solid
State Disk (SSD)) etc..
The various pieces of this specification are all made of progressive mode and are described, same and similar portion between each embodiment
Dividing may refer to each other, and what each embodiment introduced is and other embodiments difference.Especially for device and it is
For embodiment of uniting, since it is substantially similar to the method embodiment, so being described relatively simple, related place is referring to method reality
Apply the explanation of example part.
Claims (10)
1. a kind of user's permanent residence recognition methods, which is characterized in that the described method includes:
Obtain user identifier, and according to the user identifier determine base station that the user is resident and the base station it is resident when
The first long corresponding relationship;
Obtain the corresponding relationship of residential area information and the residential area and the base station, and according to it is longest described resident when
It is long to determine the residential area and one-to-one second corresponding relationship in the base station;
First corresponding relationship and second corresponding relationship are associated based on the base station, and according to longest described
Resident duration determines user identifier and the one-to-one corresponding relationship in the residential area, and the resident population for obtaining the user is small
Area.
2. the method according to claim 1, wherein the method also includes:
According to the corresponding relationship of the user identifier and user network mark international mobile subscriber identity IMSI, and, the use
The corresponding relationship of the International Mobile Station Equipment Identification IMEI of family mark and user terminal, identifies IMSI and described for the user network
User terminal identification IMEI is uniformly mapped as the user identifier.
3. according to the method described in claim 2, it is characterized in that, the method also includes:
The user network mark IMSI is obtained, and the base station that the user is resident is determined according to user network mark IMSI
And the resident duration in the base station;
The user terminal identification IMEI is obtained, and the base station that the user is resident is determined according to the user terminal identification IMEI
And the resident duration in the base station.
4. the method according to claim 1, wherein the method also includes:
It is resident initial time and the finish time of the base station according to the user, determines the user in staying in the base station
Stay duration.
5. the method according to claim 1, wherein the acquisition residential area information and the residential area with
The corresponding relationship of the base station, and determine that the residential area and the base station are one-to-one according to the longest resident duration
Second corresponding relationship, comprising:
Residential area information and its longitude and latitude, base station information and its longitude and latitude are obtained from default management system;
According to the residential area information and its longitude and latitude, base station information and its longitude and latitude, choose the residential area with it is described
The distance between base station is less than the residential area and base station of distance threshold, determines the third pair of the residential area and the base station
It should be related to;
The login log information of broadband Radius and the base station, the resident duration are closed based on the user identifier
Connection, and the duration for selecting to log in the broadband is less than duration threshold value, determine the residential area, the base station, it is described resident when
The 4th corresponding relationship between length;
Based on third corresponding relationship described in the base station association and the 4th corresponding relationship, and select the resident duration longest
, determine the residential area and one-to-one second corresponding relationship in the base station.
6. the method according to claim 1, wherein the method also includes:
Family relationship is obtained from preset business support system, obtains the corresponding relationship of the user identifier and household identification.
7. according to the method described in claim 6, it is characterized in that, the method also includes:
According to the corresponding relationship of the user identifier and the household identification, the resident population cell into family is not installed
The user in broadband pushes preset information on services, and the information on services includes broadband mount message.
8. a kind of user's permanent residence identification device, which is characterized in that described device includes:
First relationship determination module determines the base that the user is resident for obtaining user identifier, and according to the user identifier
It stands and the first corresponding relationship of the resident duration in the base station;
Second relationship determination module, for obtaining the corresponding relationship of residential area information and the residential area and the base station,
And the residential area and one-to-one second corresponding relationship in the base station are determined according to the longest resident duration;
Permanent residence determining module, for being closed first corresponding relationship and second corresponding relationship based on the base station
Connection, and user identifier and the one-to-one corresponding relationship in the residential area are determined according to the longest resident duration, obtain institute
State the resident population cell of user.
9. a kind of user's permanent residence identifies equipment characterized by comprising at least one processor, at least one processor with
And the computer program instructions of storage in the memory, it is real when the computer program instructions are executed by the processor
Now such as method of any of claims 1-7.
10. a kind of computer readable storage medium, is stored thereon with computer program instructions, which is characterized in that when the calculating
Such as method of any of claims 1-7 is realized when machine program instruction is executed by processor.
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Cited By (7)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN110213714A (en) * | 2019-05-10 | 2019-09-06 | 中国联合网络通信集团有限公司 | The method and device of terminal positioning |
CN110545522A (en) * | 2019-08-13 | 2019-12-06 | 广州瀚信通信科技股份有限公司 | User position and functional area identification method based on mobile big data |
CN111954201A (en) * | 2019-05-14 | 2020-11-17 | 中国移动通信集团山东有限公司 | Mobile terminal identification method and device based on cellular network and computer equipment |
CN111988161A (en) * | 2019-05-24 | 2020-11-24 | 中国电信股份有限公司 | Method and device for identifying user to update broadband network |
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Citations (4)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US20130159152A1 (en) * | 2011-08-30 | 2013-06-20 | Stonecastle Cash Management, Llc | Systems and Methods for Administering Deposit Accounts |
CN103853739A (en) * | 2012-11-29 | 2014-06-11 | 中国移动通信集团公司 | Dynamic social relation network community evolution identification and stable community extracting method |
CN106714104A (en) * | 2016-12-08 | 2017-05-24 | 深圳先进技术研究院 | Method and apparatus for identifying base station point of user activity area |
CN108184207A (en) * | 2017-12-20 | 2018-06-19 | 中国移动通信集团江苏有限公司 | Determine that communication user resides the method, apparatus, equipment and medium of community |
-
2018
- 2018-11-01 CN CN201811294944.9A patent/CN109275107A/en active Pending
Patent Citations (4)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US20130159152A1 (en) * | 2011-08-30 | 2013-06-20 | Stonecastle Cash Management, Llc | Systems and Methods for Administering Deposit Accounts |
CN103853739A (en) * | 2012-11-29 | 2014-06-11 | 中国移动通信集团公司 | Dynamic social relation network community evolution identification and stable community extracting method |
CN106714104A (en) * | 2016-12-08 | 2017-05-24 | 深圳先进技术研究院 | Method and apparatus for identifying base station point of user activity area |
CN108184207A (en) * | 2017-12-20 | 2018-06-19 | 中国移动通信集团江苏有限公司 | Determine that communication user resides the method, apparatus, equipment and medium of community |
Cited By (11)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN110213714A (en) * | 2019-05-10 | 2019-09-06 | 中国联合网络通信集团有限公司 | The method and device of terminal positioning |
CN110213714B (en) * | 2019-05-10 | 2020-08-14 | 中国联合网络通信集团有限公司 | Terminal positioning method and device |
CN111954201A (en) * | 2019-05-14 | 2020-11-17 | 中国移动通信集团山东有限公司 | Mobile terminal identification method and device based on cellular network and computer equipment |
CN111988161A (en) * | 2019-05-24 | 2020-11-24 | 中国电信股份有限公司 | Method and device for identifying user to update broadband network |
CN110545522A (en) * | 2019-08-13 | 2019-12-06 | 广州瀚信通信科技股份有限公司 | User position and functional area identification method based on mobile big data |
CN112272379A (en) * | 2020-10-22 | 2021-01-26 | 中国联合网络通信集团有限公司 | Micro base station registration method and device and registration server |
CN112272379B (en) * | 2020-10-22 | 2023-06-02 | 中国联合网络通信集团有限公司 | Micro base station registration method, device and registration server |
CN115438824A (en) * | 2021-06-03 | 2022-12-06 | 中国移动通信集团四川有限公司 | Method for predicting time consumed by subway station inbound and computer readable storage medium |
CN115438824B (en) * | 2021-06-03 | 2023-09-22 | 中国移动通信集团四川有限公司 | Subway station inbound time consumption prediction method and computer readable storage medium |
CN113612620A (en) * | 2021-07-12 | 2021-11-05 | 中国联合网络通信集团有限公司 | Fusion package recommendation method and device, server and storage medium |
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