CN110366097A - A kind of method, apparatus and electronic equipment based on location information identification risk - Google Patents
A kind of method, apparatus and electronic equipment based on location information identification risk Download PDFInfo
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- H04W4/02—Services making use of location information
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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
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Abstract
The invention discloses a kind of method, apparatus, electronic equipment and computer-readable mediums based on location information identification risk, comprising: obtains the first location information and second location information of user；Establish the location information reasonability recognition rule based on temporal characteristics；The first location information and second location information are substituted into the reasonability recognition rule；If can not judge that there are risks by the user by reasonability recognition rule.The present invention can by the location information to user carry out reasonability identification, judge user location there are it is unreasonable in the case where, thus it is speculated that there are risk of fraud by user, in turn, take anti-fraud measure.
Description
Technical field
The present invention relates to computer information processing fields, identify risk based on location information in particular to a kind of
Method, apparatus, electronic equipment and computer-readable medium.
Background technique
Internet financial platform is since threshold is low, and application information audit is not stringent and process simply pours in a large amount of use
Family.It is so huge and in the data that mix, there is the case where forging application information in certain customers.It takes advantage of internet financial field
Swindleness is the intentional act deliberately distort or to withhold the truth and for the purpose of luring other side's generation wrong understanding into, typically this
The purpose of behavior is that fraudster is made to make a profit.Such as in credit operation, identity is emitted by puppet to lure that platform thinks that this people is willing into
Meaning is refunded, and is cheated loan here it is most typical.
Swindling gang is cheated loan by forging address information sometimes during implementing to cheat loan.If internet
Financial platform monitors loan application information largely from same address, then there may be the risks cheated loan.Conceal true letter
Breath is unfavorable for the risk control of financial platform.
Location based service (Location Based Service, LBS), can obtain user's motion track, and
Customer position information is reacted to a certain extent.In addition, financial platform can also obtain use by obtaining the message registration of user
The location information at family.
In the prior art, the means development and utilization of consumer's risk are effectively identified not to by verifying customer position information
It is very sufficiently.
Summary of the invention
The technical problem to be solved by the present invention is to how to pass through the location information of verifying user, and identifies and taken advantage of existing for user
Cheat risk.
An aspect of of the present present invention provides a kind of method based on location information identification risk characterized by comprising obtains
The first location information and second location information of user；Establish the location information reasonability recognition rule based on temporal characteristics；It will
The first location information and second location information substitute into the reasonability recognition rule；It is advised if can not be identified by reasonability
Then, then judge that there are risks by the user.
A preferred embodiment of the invention, further includes: the first location information is based on mobile operation network
LBS base station location technology obtain the customer position information；The second location information be based on GPS positioning technology and/
Or the customer position information that WIFI location technology obtains；The location information reasonability based on temporal characteristics identifies rule
Then, it may include to the user, the first location information is sentenced with affiliated second location information repeatability in same time period
It is disconnected.
A preferred embodiment of the invention, further includes: if the first location information and second location information
It is not overlapped, then can not be identified by the reasonability.
A preferred embodiment of the invention, further includes: the first location information and second location information are
The use that a technology obtains in LBS base station location technology, GPS positioning technology or WIFI location technology based on mobile operation network
Family location information；The location information reasonability recognition rule based on temporal characteristics may include to the user within the period
The reasonability moved between the first position and the second position of acquisition is identified.
A preferred embodiment of the invention, further includes: the user moving speed threshold value is set；If the use
Family velocity of displacement between first position described in the period and the second position is more than the threshold speed, then can not pass through
The reasonability identification.
A preferred embodiment of the invention, the LBS base station location technology based on mobile operation network obtain
The customer position information, further comprise: being recorded according to user's communication, extract user-association people number attribution letter
Breath obtains user's first location information according to the number attribution information of user-association people；And/or recorded according to user's communication,
Subscriber Number information of home location is extracted, user's first location information is obtained.
A preferred embodiment of the invention further comprises: by operator base station, extracting user-association people
Number attribution information；And/or by operator base station, extract Subscriber Number information of home location.
A preferred embodiment of the invention, it is described to be based on GPS positioning technology, further comprise: described in utilization
GPS positioning module on customer mobile terminal sends positioning backstage for position signal to obtain the second location information.
A preferred embodiment of the invention, judging the user, there are after risk, further includes: according to
Risk existing for family takes anti-fraud measure.
The second aspect of the present invention provides a kind of device based on location information identification risk characterized by comprising position
Data obtaining module is set, for obtaining the first location information and second location information of user；Recognition rule establishes module, is used for
Establish the location information reasonability recognition rule based on temporal characteristics；Location information substitutes into module, is used for the first position
Information and second location information substitute into the reasonability recognition rule；Consumer's risk judgment module, if for can not be by reasonable
Property recognition rule, then judge that there are risks by the user.
A preferred embodiment of the invention, further includes: first location information obtains module, for based on movement
User's first location information that the LBS base station location technology of operation network obtains；Second location information obtains module, is used for base
In user's second location information that GPS positioning technology, and/or WIFI location technology obtain；The judgement of location information repeatability
Module, for the location information reasonability recognition rule based on temporal characteristics, it may include to the user in same time
The judgement of the first location information and the second location information repeatability in section.
A preferred embodiment of the invention, further includes: if being used for the first location information and the second position
Information is not overlapped, then can not be identified by the reasonability.
A preferred embodiment of the invention, further includes: first location information and second location information obtain mould
Block, for being obtained based on a technology in the LBS base station location technology, GPS positioning technology or WIFI location technology for moving operation network
Take user's first location information and second location information；Mobile reasonability identification module, for the position based on temporal characteristics
It may include moving between the first position and the second position obtained in the period to the user that confidence, which ceases reasonability recognition rule,
Dynamic reasonability is identified.
A preferred embodiment of the invention, further includes: movement speed threshold setting unit, it is described for being arranged
User moving speed threshold value；Velocity of displacement reasonability recognition unit, if being used for user first position within the period
Velocity of displacement between the second position is more than the threshold speed, then can not be identified by the reasonability.
A preferred embodiment of the invention further comprises: user-association people's number attribution information extraction
Unit extracts the number attribution information of user-association people, according to the number of user-association people for recording according to user's communication
Information of home location obtains user's first location information；And/or Subscriber Number information of home location extraction unit, for according to user
Message registration extracts Subscriber Number information of home location, obtains user's first location information.
A preferred embodiment of the invention further comprises: the number attribution information of user-association people mentions
Subelement is taken, for extracting the number attribution information of user-association people by operator base station；And/or Subscriber Number ownership
Ground information extraction subelement, for extracting Subscriber Number information of home location by operator base station.
A preferred embodiment of the invention further comprises: GPS positioning unit, for utilizing the user
GPS positioning function on mobile terminal sends positioning backstage for position signal to obtain the second location information.
A preferred embodiment of the invention, judging the user, there are after risk, further includes: anti-fraud
Module is used for the risk according to existing for user, takes anti-fraud measure.
The third aspect of the present invention provides a kind of electronic equipment, wherein the electronic equipment includes: processor；And
The memory of computer executable instructions is stored, the executable instruction when executed executes the processor
Described in any item methods.
The fourth aspect of the present invention provides a kind of computer readable storage medium, wherein the computer-readable storage medium
Matter stores one or more programs, and one or more of programs when being executed by a processor, realize described in any item methods.
Technical solution of the present invention has the following beneficial effects:
The present invention carries out reasonability identification by the location information to user, and judging user location, there are unreasonable
In the case of, identifying user, there are risk of fraud.Also, method of the invention, it is possible to make gold according to the risk of fraud identified
Melt platform and take anti-fraud measure, avoids the massive losses of financial platform.
Detailed description of the invention
In order to keep technical problem solved by the invention, the technological means of use and the technical effect of acquirement clearer,
Detailed description of the present invention specific embodiment below with reference to accompanying drawings.But it need to state, drawings discussed below is only this
The attached drawing of invention exemplary embodiment of the present, to those skilled in the art, before not making the creative labor
It puts, the attached drawing of other embodiments can be obtained according to these attached drawings.
Fig. 1 is the method flow schematic diagram of the invention based on location information identification risk；
Fig. 2 is the step schematic diagram of mobile reasonability identification in the method for the invention based on location information identification risk；
Fig. 3 is that the customer position information of the method based on location information identification risk of a specific embodiment of the invention obtains
Schematic diagram；
Fig. 4 is the device architecture schematic diagram of the invention based on location information identification risk；
Fig. 5 is the mobile reasonability identification module framework signal of the device of the invention based on location information identification risk
Figure；
Fig. 6 is the electronic devices structure block schematic illustration of the invention based on location information identification risk；
Fig. 7 is computer readable storage medium schematic diagram of the invention.
Specific embodiment
Exemplary embodiment of the present invention is described more fully with reference to the drawings.However, exemplary embodiment can
Implement in a variety of forms, and is understood not to that present invention is limited only to embodiments set forth herein.On the contrary, it is exemplary to provide these
Embodiment enables to the present invention more full and complete, easily facilitates the technology that inventive concept is comprehensively communicated to this field
Personnel.Identical appended drawing reference indicates same or similar element, component or part in figure, thus will omit weight to them
Multiple description.
Under the premise of meeting technical concept of the invention, the feature described in some specific embodiment, structure, spy
Property or other details be not excluded for can be combined in any suitable manner in one or more other embodiments.
In the description for specific embodiment, feature, structure, characteristic or the other details that the present invention describes are to make
Those skilled in the art fully understands embodiment.But, it is not excluded that those skilled in the art can practice this hair
Bright technical solution is one or more without special characteristic, structure, characteristic or other details.
Flow chart shown in the drawings is merely illustrative, it is not necessary to including all content and operation/step,
It is not required to execute by described sequence.For example, some operation/steps can also decompose, and some operation/steps can close
And or part merge, therefore the sequence actually executed is possible to change according to the actual situation.
Block diagram shown in the drawings is only functional entity, not necessarily must be corresponding with physically separate entity.
I.e., it is possible to realize these functional entitys using software form, or realized in one or more hardware modules or integrated circuit
These functional entitys, or these functional entitys are realized in heterogeneous networks and/or processor device and/or microcontroller device.
Although it should be understood that may indicate the attribute of number using first, second, third, etc. to describe various devices herein
Part, element, component or part, but this should not be limited by these attributes.These attributes are to distinguish one and another one.Example
Such as, the first device is also referred to as the second device without departing from the technical solution of essence of the invention.
Term "and/or" or " and/or " include associated listing all of any of project and one or more
Combination.
Fig. 1 is the method flow schematic diagram of the invention based on location information identification risk；As shown in Figure 1, of the invention
Method includes:
S101: the first location information and second location information of user are obtained.
It should be noted that first location information can be obtained with second location information by identical or different location technology
It takes.
If first location information and second location information are obtained by different location technologies, financial platform needs to verify the
Whether one location information is overlapped with second location information, is not overlapped by verifying first location information with second location information,
Determine that there are risk of fraud by user.
If first location information is obtained with second location information by identical location technology, financial platform is needed by testing
Demonstrate,proving the velocity of displacement of user between the first position and the second position, extremely whether to determine user, there are risk of fraud.
It is illustrated now in such a way that different location technologies obtains first location information and second location information.
If first location information is obtained from second location information by different location technologies, based on mobile operation network
LBS base station location technology obtains the first location information；Based on described in GPS positioning technology, and/or the acquisition of WIFI location technology
Second location information.
If first location information is obtained with second location information by identical location technology, based on mobile operation network
Technology obtains the first location information and the in LBS base station location technology, GPS positioning technology or WIFI location technology
Two location informations.
Wherein, the customer position information that the LBS base station location technology based on mobile operation network obtains, is further wrapped
It includes: being recorded according to user's communication, the number attribution information of user-association people is extracted, according to the number attribution of user-association people
Information obtains user's first location information；And/or recorded according to user's communication, Subscriber Number information of home location is extracted, obtains and uses
Family first location information.
Further, by operator base station, the number attribution information of user-association people is extracted；And/or pass through fortune
Shang Jizhan is sought, Subscriber Number information of home location is extracted.
Further, described to be based on GPS positioning technology, further comprise: utilizing the GPS on the customer mobile terminal
Positioning function sends positioning backstage for position signal to obtain the second location information.
S102: the location information reasonability recognition rule based on temporal characteristics is established.
If first location information is obtained from second location information by different location technologies, the position based on temporal characteristics
Information reasonability recognition rule, it may include to the user in same time period the first location information and affiliated second
The judgement of confidence breath repeatability.
It further, can not be by described reasonable if the first location information is not overlapped with second location information
Property identification.
It is described to be based on temporal characteristics if first location information is obtained with second location information by identical location technology
Location information reasonability recognition rule may include first position that the user is obtained within the period and the second position it
Between the reasonability that moves identified.
S103: the first location information and second location information are substituted into the reasonability recognition rule.
S104: if can not judge that there are risks by the user by reasonability recognition rule.
As an example, fraud clique when forging location information, it will thus provide location information be " Shanghai ".Financial platform needs
Verify whether the location information is true, then user is got by the base station of the operators such as China Unicom, China Mobile and dialled
Position where when making a phone call, getting position when user makes a phone call by operator base station is " Beijing ", user location
The case where information appearance is not overlapped then judges that user has fraud.
As an example, monitoring the moving rail of user in a certain period of time between the two positions by GPS positioning technology
Mark, if financial platform monitors user, movement speed between the two positions is too fast.Such as user is in " Shanghai " and " Guangzhou "
Occur abnormal switching between two places, then determines that there may be risk of fraud by user.
Fig. 3 is that the customer position information of the method based on location information identification risk of a specific embodiment of the invention obtains
Schematic diagram；As shown in figure 3, first location information is obtained from second location information by different location technologies, specifically, respectively
The number attribution information of user is extracted by GPS positioning technology and by operator base station.
According to the location information reasonability recognition rule based on temporal characteristics, if by GPS positioning technology and passing through respectively
The number attribution information that operator extracts base station user is not overlapped, then can not be identified by the reasonability.
If first location information is obtained with second location information by identical location technology, internet financial platform is being needed
The reasonability of user's velocity of displacement between the two positions is verified.
Wherein, the reasonability that the user moves between the first position and the second position obtained in the period is carried out
The user moving speed threshold value is arranged in identification；If the user within the period first position and the second position it
Between velocity of displacement be more than the threshold speed, then can not be identified by the reasonability.
As an example, if financial platform is moved in 15 minutes from " Shanghai " by third party's data acquisition to user
" Beijing " is moved, may determine that velocity of displacement of the user in " Shanghai " and " Beijing " is extremely unreasonable based on common sense, then can not pass through
Reasonability identification, judging user, there are risk of fraud.
Judging the user, there are after risk, further includes: the risk according to existing for user takes anti-fraud measure.
It will be understood by those skilled in the art that realizing that all or part of the steps of above-described embodiment is implemented as by computer
The program (computer program) that data processing equipment executes.It is performed in the computer program, offer of the present invention is provided
The above method.Moreover, the computer program can store in computer readable storage medium, which can be with
It is the readable storage medium storing program for executing such as disk, CD, ROM, RAM, is also possible to the storage array of multiple storage medium compositions, such as disk
Or tape storage array.The storage medium is not limited to centralised storage, is also possible to distributed storage, such as based on cloud
The cloud storage of calculating.
The device of the invention embodiment is described below, which can be used for executing embodiment of the method for the invention.For
Details described in apparatus of the present invention embodiment should be regarded as the supplement for above method embodiment；For in apparatus of the present invention
Undisclosed details in embodiment is referred to above method embodiment to realize.
It will be understood by those skilled in the art that each module in above-mentioned apparatus embodiment can be distributed in device according to description
In, corresponding change can also be carried out, is distributed in one or more devices different from above-described embodiment.The mould of above-described embodiment
Block can be merged into a module, can also be further split into multiple submodule.
Fig. 4 is the device architecture schematic diagram of the invention based on location information identification risk；As shown in figure 4, of the invention
Device includes: position information acquisition module, and recognition rule establishes module, and location information substitutes into module, consumer's risk judgment module.
Position information acquisition module, for obtaining the first location information and second location information of user.
Recognition rule establishes module, for establishing the location information reasonability recognition rule based on temporal characteristics.
Location information substitutes into module, knows for the first location information and second location information to be substituted into the reasonability
Not rule.
Consumer's risk judgment module, if for that can not judge that there are risks by the user by reasonability recognition rule.
Device based on location information identification risk of the invention, further includes: first location information obtains module, second
Set data obtaining module, location information repeatability judgment module.
First location information obtains module, the use obtained for the LBS base station location technology based on mobile operation network
Family first location information.
Second location information obtains module, described in being obtained based on GPS positioning technology, and/or WIFI location technology
User's second location information.
Location information repeatability judgment module, for the location information reasonability recognition rule based on temporal characteristics,
It may include the judgement of the first location information and the second location information repeatability in same time period to the user.
If the first location information is not overlapped with second location information, can not be identified by the reasonability.
Device based on location information identification risk of the invention, further includes: first location information and second location information
Obtain module, mobile reasonability identification module.
First location information and second location information obtain module, for the LBS base station location skill based on mobile operation network
A technology obtains user's first location information and second confidence in art, GPS positioning technology or WIFI location technology
Breath.
Mobile reasonability identification module, may include to institute for the location information reasonability recognition rule based on temporal characteristics
The reasonability that user moves between the first position and the second position obtained in the period is stated to identify.
Fig. 5 is the mobile reasonability identification module framework signal of the device of the invention based on location information identification risk
Figure；As shown in figure 5, the mobile reasonability identification module, further comprises: movement speed threshold setting unit, velocity of displacement
Reasonability recognition unit.
Movement speed threshold setting unit, for the user moving speed threshold value to be arranged.
Velocity of displacement reasonability recognition unit, if being used for user first position and described second within the period
Velocity of displacement between position is more than the threshold speed, then can not be identified by the reasonability.
Wherein, the LBS base station location technology based on mobile operation network obtains customer position information, passes through user-association people number
Code information of home location extraction unit and/or Subscriber Number information of home location extraction unit are realized.
User-association people's number attribution information extraction unit extracts user-association people for recording according to user's communication
Number attribution information user's first location information is obtained according to the number attribution information of user-association people；And/or it uses
Family number attribution information extraction unit extracts Subscriber Number information of home location, obtains user for being recorded according to user's communication
First location information.
The number attribution information extraction subelement of user-association people, for extracting user-association by operator base station
The number attribution information of people；And/or
Subscriber Number information of home location extracts subelement, for extracting Subscriber Number ownership place letter by operator base station
Breath.
Wherein, customer position information is obtained based on GPS positioning technology to realize by GPS positioning unit.
GPS positioning unit, it is fixed for being sent position signal to using the GPS positioning function on the customer mobile terminal
Position obtains the second location information from the background.
Device based on location information identification risk of the invention, further includes: counter to cheat module.
Anti- fraud module, is used for the risk according to existing for user, takes anti-fraud measure.
Electronic equipment embodiment of the invention is described below, which can be considered as the method for aforementioned present invention
With the specific entity embodiment of Installation practice.For details described in electronic equipment embodiment of the present invention, should be regarded as pair
In the above method or the supplement of Installation practice；For undisclosed details, Ke Yican in electronic equipment embodiment of the present invention
It is realized according to the above method or Installation practice.
Fig. 6 is the structural block diagram of the exemplary embodiment of a kind of electronic equipment according to the present invention.It is retouched referring to Fig. 6
State the electronic equipment 600 of the embodiment according to the present invention.The electronic equipment 600 that Fig. 6 is shown is only an example, should not be right
The function and use scope of the embodiment of the present invention bring any restrictions.
As shown in fig. 6, electronic equipment 600 is showed in the form of universal computing device.The component of electronic equipment 600 can wrap
It includes but is not limited to: at least one processing unit 610, at least one storage unit 620, (including the storage of the different system components of connection
Unit 620 and processing unit 610) bus 630, display unit 640 etc..
Wherein, the storage unit is stored with program code, and said program code can be held by the processing unit 610
Row, so that the processing unit 610 executes described in this specification above-mentioned electronic prescription circulation processing method part according to this
The step of inventing various illustrative embodiments.For example, the processing unit 610 can execute step as shown in Figure 1.
The storage unit 620 may include the readable medium of volatile memory cell form, such as random access memory
Unit (RAM) 6201 and/or cache memory unit 6202 can further include read-only memory unit (ROM) 6203.
The storage unit 620 can also include program/practical work with one group of (at least one) program module 6205
Tool 6204, such program module 6205 includes but is not limited to: operating system, one or more application program, other programs
It may include the realization of network environment in module and program data, each of these examples or certain combination.
Bus 630 can be to indicate one of a few class bus structures or a variety of, including storage unit bus or storage
Cell controller, peripheral bus, graphics acceleration port, processing unit use any bus structures in a variety of bus structures
Local bus.
Electronic equipment 600 can also be with one or more external equipments 700 (such as keyboard, sensing equipment, bluetooth equipment
Deng) communication, can also be enabled a user to one or more equipment interact with the electronic equipment 600 communicate, and/or with make
Any equipment (such as the router, modulation /demodulation that the electronic equipment 600 can be communicated with one or more of the other calculating equipment
Device etc.) communication.This communication can be carried out by input/output (I/O) interface 650.Also, electronic equipment 600 can be with
By network adapter 660 and one or more network (such as local area network (LAN), wide area network (WAN) and/or public network,
Such as internet) communication.Network adapter 660 can be communicated by bus 630 with other modules of electronic equipment 600.It should
Understand, although not shown in the drawings, other hardware and/or software module can be used in conjunction with electronic equipment 600, including but unlimited
In: microcode, device driver, redundant processing unit, external disk drive array, RAID system, tape drive and number
According to backup storage system etc..
Through the above description of the embodiments, those skilled in the art it can be readily appreciated that the present invention describe it is exemplary
Embodiment can also be realized by software realization in such a way that software is in conjunction with necessary hardware.Therefore, according to this hair
The technical solution of bright embodiment can be embodied in the form of software products, which can store calculates at one
In the readable storage medium of machine (can be CD-ROM, USB flash disk, mobile hard disk etc.) or on network, including some instructions are so that one
Platform calculates equipment (can be personal computer, server or network equipment etc.) and executes according to the above method of the present invention.When
When the computer program is executed by a data processing equipment so that the computer-readable medium can be realized it is of the invention upper
State method, it may be assumed that obtain the first location information and second location information of user；It is reasonable to establish the location information based on temporal characteristics
Property recognition rule；The first location information and second location information are substituted into the reasonability recognition rule；If can not pass through
Reasonability recognition rule then judges that there are risks by the user.
The computer program can store on one or more computer-readable mediums, as shown in Figure 7.Computer can
Reading medium can be readable signal medium or readable storage medium storing program for executing.Readable storage medium storing program for executing for example can be but be not limited to electricity, magnetic,
Optical, electromagnetic, the system of infrared ray or semiconductor, device or device, or any above combination.Readable storage medium storing program for executing is more
Specific example (non exhaustive list) includes: the electrical connection with one or more conducting wires, portable disc, hard disk, deposits at random
It is access to memory (RAM), read-only memory (ROM), erasable programmable read only memory (EPROM or flash memory), optical fiber, portable
Compact disk read-only memory (CD-ROM), light storage device, magnetic memory device or above-mentioned any appropriate combination.
The computer readable storage medium may include in a base band or the data as the propagation of carrier wave a part are believed
Number, wherein carrying readable program code.The data-signal of this propagation can take various forms, including but not limited to electromagnetism
Signal, optical signal or above-mentioned any appropriate combination.Readable storage medium storing program for executing can also be any other than readable storage medium storing program for executing
Readable medium, the readable medium can send, propagate or transmit for by instruction execution system, device or device use or
Person's program in connection.The program code for including on readable storage medium storing program for executing can transmit with any suitable medium, packet
Include but be not limited to wireless, wired, optical cable, RF etc. or above-mentioned any appropriate combination.
The program for executing operation of the present invention can be write with any combination of one or more programming languages
Code, described program design language include object oriented program language-Java, C++ etc., further include conventional
Procedural programming language-such as " C " language or similar programming language.Program code can be fully in user
It calculates and executes in equipment, partly executes on a user device, being executed as an independent software package, partially in user's calculating
Upper side point is executed on a remote computing or is executed in remote computing device or server completely.It is being related to far
Journey calculates in the situation of equipment, and remote computing device can pass through the network of any kind, including local area network (LAN) or wide area network
(WAN), it is connected to user calculating equipment, or, it may be connected to external computing device (such as utilize ISP
To be connected by internet).
In conclusion the present invention can be implemented in hardware, or the software to run on one or more processors
Module is realized, or is implemented in a combination thereof.It will be understood by those of skill in the art that micro process can be used in practice
The communications data processing units such as device or digital signal processor (DSP) come realize according to embodiments of the present invention in it is some or
The some or all functions of whole components.The present invention is also implemented as a part for executing method as described herein
Or whole device or device program (for example, computer program and computer program product).Such realization present invention
Program can store on a computer-readable medium, or may be in the form of one or more signals.Such letter
It number can be downloaded from an internet website to obtain, be perhaps provided on the carrier signal or be provided in any other form.
Particular embodiments described above has carried out further in detail the purpose of the present invention, technical scheme and beneficial effects
It describes in detail bright, it should be understood that the present invention is not inherently related to any certain computer, virtual bench or electronic equipment, various
The present invention also may be implemented in fexible unit.The above is only a specific embodiment of the present invention, is not limited to this hair
Bright, all within the spirits and principles of the present invention, any modification, equivalent substitution, improvement and etc. done should be included in the present invention
Protection scope within.
Claims (10)
1. a kind of method based on location information identification risk characterized by comprising
Obtain the first location information and second location information of user；
Establish the location information reasonability recognition rule based on temporal characteristics；
The first location information and second location information are substituted into the reasonability recognition rule；
If can not judge that there are risks by the user by reasonability recognition rule.
2. the method as described in claim 1, which is characterized in that further include:
The first location information is the customer position information that the LBS base station location technology based on mobile operation network obtains；
The second location information is the user location letter obtained based on GPS positioning technology, and/or WIFI location technology
Breath；
The location information reasonability recognition rule based on temporal characteristics, it may include to the user in same time period institute
State the judgement of first location information Yu affiliated second location information repeatability.
3. such as method of any of claims 1-2, which is characterized in that further include:
If the first location information is not overlapped with second location information, can not be identified by the reasonability.
4. the method according to claim 1, which is characterized in that further include:
The first location information and second location information are LBS base station location technology, GPS positioning skill based on mobile operation network
The customer position information that a technology obtains in art or WIFI location technology；
The location information reasonability recognition rule based on temporal characteristics may include obtaining within the period to the user
The reasonability moved between first position and the second position is identified.
5. method according to any of claims 1-4, which is characterized in that further include:
The user moving speed threshold value is set；
If user velocity of displacement between first position described in the period and the second position is more than the speed threshold
Value, then can not be identified by the reasonability.
6. the method according to claim 1 to 5, which is characterized in that the base station LBS based on mobile operation network is fixed
The customer position information that position technology obtains further comprises:
It is recorded according to user's communication, the number attribution information of user-association people is extracted, according to the number home of user-association people
Ground information obtains user's first location information；And/or
It is recorded according to user's communication, extracts Subscriber Number information of home location, obtain user's first location information.
7. as the method according to claim 1 to 6, which is characterized in that further comprise:
By operator base station, the number attribution information of user-association people is extracted；And/or
By operator base station, Subscriber Number information of home location is extracted.
8. a kind of device based on location information identification risk characterized by comprising
Position information acquisition module, for obtaining the first location information and second location information of user；
Recognition rule establishes module, for establishing the location information reasonability recognition rule based on temporal characteristics；
Location information substitutes into module, for the first location information and second location information to be substituted into the reasonability identification rule
Then；
Consumer's risk judgment module, if for that can not judge that there are risks by the user by reasonability recognition rule.
9. a kind of electronic equipment, wherein the electronic equipment includes:
Processor；And
The memory of computer executable instructions is stored, the executable instruction makes the processor execute basis when executed
Method of any of claims 1-7.
10. a kind of computer readable storage medium, wherein the computer-readable recording medium storage one or more program,
One or more of programs when being executed by a processor, realize method of any of claims 1-7.
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| CN201910587676.8A CN110366097A (en) | 2019-07-02 | 2019-07-02 | A kind of method, apparatus and electronic equipment based on location information identification risk |
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Application publication date: 20191022 |