CN106296344A - Maliciously address recognition methods and device - Google Patents
Maliciously address recognition methods and device Download PDFInfo
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- CN106296344A CN106296344A CN201610620671.7A CN201610620671A CN106296344A CN 106296344 A CN106296344 A CN 106296344A CN 201610620671 A CN201610620671 A CN 201610620671A CN 106296344 A CN106296344 A CN 106296344A
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q30/00—Commerce
- G06Q30/06—Buying, selling or leasing transactions
- G06Q30/0601—Electronic shopping [e-shopping]
- G06Q30/0609—Buyer or seller confidence or verification
Abstract
The disclosure is directed to the address recognition methods of a kind of malice and device, belong to electronic technology field, the method includes: when getting target ship-to, and described target ship-to is carried out word segmentation processing, obtains multiple characters that described target ship-to includes；The multiple characters included based on described target ship-to, generate destination address template；Judge whether at least one malice address template of storage exists and the malice address template of described destination address template matching；When at least one malice address template described exists the malice address template with described destination address template matching, determine that described target ship-to is for malice address.The disclosure may determine that whether there is the malice address template with this destination address template matching in this at least one malice address template, when it is present, determine that this target ship-to is malice address, thus improve efficiency and the accuracy identifying malice address.
Description
Technical field
It relates to electronic technology field, particularly relate to the address recognition methods of a kind of malice and device.
Background technology
Along with the development of technology, ecommerce is more and more universal, and various marketing methods are more and more abundanter.Such as, by commodity
It is priced at relatively low price, and an open purchase of the time point specified.In this case, it is possible to there will be some malice
User, uses the mode running counter to active rule, preempting resources in high volume, then sells with high price.The behavior of these malicious users is tight
Heavily have impact on the interests of other users with true purchasing intention.Accordingly, it would be desirable to the address of these malicious users is known
Not.
In correlation technique, when being done shopping by ecommerce, it will usually form an order with sequence information.
Owing to the sequence information majority that malice address is corresponding is all to repeat or close, therefore, terminal can be believed by order
Breath identifies malice address, such as, the ship-to that included by sequence information, telephone number, consignee name or under
IP (Internet Protocol Address, the Internet protocol) address etc. of the terminal used time single identifies that this is received
Whether address is malice address.In this multiple recognition method, topmost recognition method is the receipts included by sequence information
The similarity of goods address is identified.Specifically, server can obtain the ship-to that multiple sequence information includes, determines this
Similarity between each two ship-to in multiple ship-to, based on each two ship-to in the plurality of ship-to it
Between similarity, obtain least one set ship-to, phase between any two ship-to in this least one set ship-to
Like degree more than or equal to similarity threshold, for the often group ship-to in this least one set ship-to, it is judged that this group is received
Whether the quantity of address, more than or equal to amount threshold, when the quantity of this group ship-to exceedes amount threshold, is received this group
Goods address is all defined as malice address.
Summary of the invention
For overcoming problem present in correlation technique, the disclosure provides the address recognition methods of a kind of malice and device.
First aspect according to disclosure embodiment, it is provided that a kind of malice address recognition methods, described method includes:
When getting target ship-to, described target ship-to is carried out word segmentation processing, obtain described target and receive
Multiple characters that goods address includes；
The multiple characters included based on described target ship-to, generate destination address template；
Judge whether at least one malice address template of storage exists and the malice of described destination address template matching
Address template；
When at least one malice address template described exists the malice address template with described destination address template matching
Time, determine that described target ship-to is for malice address.
Alternatively, whether described at least one malice address template judging storage exists and described destination address template
The malice address template of coupling, including:
Whether at least one malice address template described in judging exist identical mala fide with described destination address template
Location template；
When at least one malice address template described exists the malice address template identical with described destination address template
Time, determine at least one malice address template described and there is the malice address template with described destination address template matching；
When at least one malice address template described does not exist the malice address mould identical with described destination address template
During plate, determine the mould between each malice address template and described destination address template at least one malice address template described
Plate similarity；
It is big when at least one malice address template described exists the template similarity between described destination address template
In or during equal to the malice address template of similarity threshold, determine at least one malice address template described and exist and described mesh
The malice address template of mark address template coupling.
Alternatively, whether described at least one malice address template judging storage exists and described destination address template
Before the malice address template of coupling, also include:
Multiple ship-to of storage are polymerized, obtain at least one address set；
For each address set at least one address set described, based on described address set include multiple
Ship-to, determines multiple address template, the plurality of ship-to and the plurality of address template one_to_one corresponding；
For each address template in the plurality of address template, determining first number, described first number is described
The number of times that address template occurs in the plurality of address template；
Judge that whether described first number be more than or equal to the first frequency threshold value；
When described first number is more than or equal to described first frequency threshold value, determine that described address template is for malice address
Template.
Alternatively, described multiple ship-to to storage are polymerized, and obtain at least one address set, including:
For each ship-to in the plurality of ship-to, described ship-to is carried out word segmentation processing, obtains
Multiple characters that described ship-to includes；
Ad-hoc location from described ship-to starts to intercept the character of specified quantity respectively, obtains multiple character cell；
Obtaining the ship-to meeting specified requirements from the plurality of ship-to, described specified requirements is same position
The number of ship-to at identical characters unit and described identical characters unit place occurs more than amount threshold；
The ship-to composition address set that will obtain.
Alternatively, the described multiple ship-to included based on described address set, determine multiple address template, bag
Include:
Each ship-to in described address set is carried out word segmentation processing, obtains what described each ship-to included
Multiple characters；
The each character included described each ship-to respectively is marked according to appointment order；
The multiple characters included by multiple ship-to after labelling, form character set；
The each character included for described character set, determines that second number, described second number are that described character exists
The number of times occurred in described character set；
From described character set, obtain second number character more than or equal to the second frequency threshold value；
Based on the character obtained and described address set, determine the plurality of address template.
Alternatively, described character based on acquisition and described address set, determine the plurality of address template, including:
Labelling based on the character obtained, arranges the character of acquisition according to described appointment order, obtains character sequence
Row；
Delete the labelling of each character in described character string；
For each ship-to in described address set, by described character string compared with described ship-to institute
The character lacked uses designated identification to replace, and obtains the address template that described ship-to is corresponding.
Second aspect according to disclosure embodiment, it is provided that a kind of malice address recognition unit, described device includes:
Word-dividing mode, for when getting target ship-to, carries out word segmentation processing to described target ship-to,
The multiple characters included to described target ship-to；
Generation module, for the multiple characters included based on described target ship-to, generates destination address template；
Whether the first judge module, exist and described target ground at least one the malice address template judge storage
The malice address template of location template matching；
First determines module, for when existing and described destination address template at least one malice address template described
During the malice address template joined, determine that described target ship-to is for malice address.
Alternatively, described first judge module includes:
Judging unit, is used for judging whether exist and described destination address template at least one malice address template described
Identical malice address template；
First determines unit, for when existing and described destination address template phase at least one malice address template described
With malice address template time, determine at least one malice address template described and exist and described destination address template matching
Maliciously address template；
Second determines unit, for when not existing and described destination address template at least one malice address template described
During identical malice address template, determine each malice address template and described target at least one malice address template described
Template similarity between address template；
3rd determines unit, for when described at least one malice address template in exist with described destination address template it
Between template similarity more than or equal to the malice address template of similarity threshold time, determine at least one malice address mould described
Plate exists the malice address template with described destination address template matching.
Alternatively, described device also includes:
Aggregation module, for being polymerized multiple ship-to of storage, obtains at least one address set；
Second determines module, for for each address set at least one address set described, based on described
The multiple ship-to included are gathered in location, determine multiple address template, the plurality of ship-to and the plurality of address mould
Plate one_to_one corresponding；
3rd determines module, for for each address template in the plurality of address template, determines first number, institute
Stating first number is the number of times that described address template occurs in the plurality of address template；
Second judge module, is used for judging that whether described first number be more than or equal to the first frequency threshold value；
4th determines module, for when described first number is more than or equal to described first frequency threshold value, determines described
Address template is malice address template.
Alternatively, described aggregation module includes:
First participle unit, for for each ship-to in the plurality of ship-to, to described ship-to
Carry out word segmentation processing, obtain multiple characters that described ship-to includes；
Interception unit, starts to intercept the character of specified quantity for ad-hoc location from described ship-to respectively, obtains
Multiple character cells；
First acquiring unit, for obtaining the ship-to meeting specified requirements from the plurality of ship-to, described
Specified requirements is that same position occurs that the number of the ship-to at identical characters unit and described identical characters unit place is more than
Amount threshold；
First component units, for the ship-to composition address set that will obtain.
Alternatively, described second determines that module includes:
Second participle unit, for each ship-to in described address set is carried out word segmentation processing, obtains described
Multiple characters that each ship-to includes；
Indexing unit, marks according to appointment order for each character included described each ship-to respectively
Note；
Second component units, for the multiple characters included by the multiple ship-to after labelling, forms character set；
4th determines unit, for each character of including for described character set, determines second number, described second
Number of times is the number of times that described character occurs in described character set；
Second acquisition unit, for from described character set, obtains second number more than or equal to the second frequency threshold value
Character；
5th determines unit, for based on the character obtained and described address set, determining the plurality of address template.
Alternatively, the described 5th determines that unit includes:
Arrangement subelement, for labelling based on the character obtained, is carried out the character of acquisition according to described appointment order
Arrangement, obtains character string；
Delete subelement, for deleting the labelling of each character in described character string；
Replace subelement, for for each ship-to in described address set, by described character string with institute
State ship-to compare lacking in character use designated identification replace, obtain the address template that described ship-to is corresponding.
The third aspect according to disclosure embodiment, it is provided that a kind of malice address recognition unit, described device includes:
Processor；
For storing the memorizer of processor executable；
Wherein, described processor is configured to:
When getting target ship-to, described target ship-to is carried out word segmentation processing, obtain described target and receive
Multiple characters that goods address includes；
The multiple characters included based on described target ship-to, generate destination address template；
Judge whether at least one malice address template of storage exists and the malice of described destination address template matching
Address template；
When at least one malice address template described exists the malice address template with described destination address template matching
Time, determine that described target ship-to is for malice address.
Embodiment of the disclosure that the technical scheme of offer can include following beneficial effect: in the disclosed embodiments, when
When server gets target ship-to, it may be determined that the destination address template of this target ship-to, and by destination address
Template compares with each malice address template at least one malice address template, at least one malice address mould when this
When plate exists the malice address template with this destination address template matching, this target ship-to is defined as malice address,
According to aforesaid way, server can at least one malice address template compares with this by each ship-to got
Relatively, to identify malice address, thus improve efficiency and the accuracy identifying malice address.
It should be appreciated that it is only exemplary and explanatory, not that above general description and details hereinafter describe
The disclosure can be limited.
Accompanying drawing explanation
Accompanying drawing herein is merged in description and constitutes the part of this specification, it is shown that meet the enforcement of the present invention
Example, and for explaining the principle of the present invention together with description.
Fig. 1 is the flow chart according to the other address approach of a kind of malice shown in an exemplary embodiment.
Fig. 2 is the flow chart according to another the other address approach of malice shown in an exemplary embodiment.
Fig. 3 A is the structured flowchart according to the first the malice address recognition unit shown in an exemplary embodiment.
Fig. 3 B is the structured flowchart according to a kind of first judge module shown in an exemplary embodiment.
Fig. 3 C is the structured flowchart according to the second malice address recognition unit shown in an exemplary embodiment.
Fig. 3 D is the structured flowchart according to a kind of aggregation module shown in an exemplary embodiment.
Fig. 3 E is the structured flowchart determining module according to a kind of second shown in an exemplary embodiment.
Fig. 4 is the structured flowchart according to the third malice address device shown in an exemplary embodiment.
Detailed description of the invention
Here will illustrate exemplary embodiment in detail, its example represents in the accompanying drawings.Explained below relates to
During accompanying drawing, unless otherwise indicated, the same numbers in different accompanying drawings represents same or analogous key element.Following exemplary embodiment
Described in embodiment do not represent all embodiments consistent with the present invention.On the contrary, they are only with the most appended
The example of the apparatus and method that some aspects that described in detail in claims, the present invention are consistent.
Before disclosure embodiment is carried out explanation explained in detail, first the application scenarios of disclosure embodiment is given
Introduce.At present, server can obtain multiple ship-to, and determines the similarity between the plurality of ship-to, according to this
Similarity between multiple ship-to, it is judged that similarity receiving more than or equal to similarity threshold in the plurality of ship-to
Whether the quantity of address, more than or equal to amount threshold, when the quantity of this group ship-to exceedes amount threshold, is received this group
Goods address is all defined as malice address.But the ship-to that similarity is higher can only be identified by the way, for some
Similarity is relatively low, thereby increases and it is possible to be malice address ship-to cannot be carried out identify.Therefore, disclosure embodiment provides one
Maliciously address recognition methods, can be identified all of ship-to, thus improve identify malice address efficiency with
And accuracy.
Fig. 1 is the flow chart according to a kind of malice address recognition methods shown in an exemplary embodiment, as it is shown in figure 1,
The method, in server, comprises the following steps.
In a step 101, when getting target ship-to, this target ship-to is carried out word segmentation processing, obtains
Multiple characters that this target ship-to includes.
In a step 102, the multiple characters included based on this target ship-to, generate destination address template.
In step 103, it is judged that whether at least one malice address template of storage exists and this destination address template
The malice address template of coupling.
At step 104, there is the malice with this destination address template matching at least one malice address template when this
During address template, determine that this target ship-to is for malice address.
In the disclosed embodiments, when server gets target ship-to, it may be determined that this target ship-to
Destination address template, and by destination address template with at least one malice address template in each malice address template carry out
Relatively, when there is the malice address template with this destination address template matching at least one malice address template when this, should
Target ship-to is defined as malice address, according to aforesaid way, server can by each ship-to of getting with should
At least one malice address template compare, with identify malice address, thus improve identify malice address efficiency with
And accuracy.
Alternatively, it is judged that whether at least one malice address template of storage exists and this destination address template matching
Maliciously address template, including:
Judge whether this at least one malice address template exists the malice address mould identical with this destination address template
Plate；
When at least one malice address template existing the malice address template identical with this destination address template when this, really
There is the malice address template with this destination address template matching in this at least one malice address template fixed；
When there is not the malice address template identical with this destination address template at least one malice address template when this,
Determine the template similarity between each malice address template and this destination address template in this at least one malice address template；
When this at least one malice address template in exist and this destination address template between template similarity more than or
During equal to the malice address template of similarity threshold, determine in this at least one malice address template and exist and this destination address mould
The malice address template of plate coupling.
Alternatively, it is judged that whether at least one malice address template of storage exists and this destination address template matching
Maliciously before address template, also include:
Multiple ship-to of storage are polymerized, obtain at least one address set；
For each address set in this at least one address set, multiple receive based on what this address set included
Address, determines multiple address template, the plurality of ship-to and the plurality of address template one_to_one corresponding；
For each address template in the plurality of address template, determining first number, this first number is this address mould
The number of times that plate occurs in the plurality of address template；
Judge that whether this first number be more than or equal to the first frequency threshold value；
When this first number is more than or equal to this first frequency threshold value, determine that this address template is for malice address template.
Alternatively, multiple ship-to of storage are polymerized, obtain at least one address set, including:
For each ship-to in the plurality of ship-to, this ship-to is carried out word segmentation processing, obtain this receipts
Multiple characters that goods address includes；
Start to intercept the character of specified quantity from the ad-hoc location of this ship-to respectively, obtain multiple character cell；
Obtaining the ship-to meeting specified requirements from the plurality of ship-to, this specified requirements is that same position occurs
The number of the ship-to at identical characters unit and this identical characters unit place is more than amount threshold；
The ship-to composition address set that will obtain.
Alternatively, the multiple ship-to included based on this address set, determine multiple address template, including:
Each ship-to in this address set is carried out word segmentation processing, and obtain that this each ship-to includes is multiple
Character；
The each character included this each ship-to respectively is marked according to appointment order；
The multiple characters included by multiple ship-to after labelling, form character set；
The each character included for this character set, determines second number, and this second number is that this character is at this character
The number of times occurred in set；
From this character set, obtain second number character more than or equal to the second frequency threshold value；
Based on the character obtained and this address set, determine the plurality of address template.
Alternatively, based on the character obtained and this address set, determine the plurality of address template, including:
Labelling based on the character obtained, arranges the character of acquisition according to this appointment order, obtains character string；
Delete the labelling of each character in this character string；
For each ship-to in this address set, lacking in this character string compared with this ship-to
Character uses designated identification to replace, and obtains the address template that this ship-to is corresponding.
Above-mentioned all optional technical schemes, all can be according to arbitrarily combining the alternative embodiment forming the disclosure, and the disclosure is real
Execute example this is repeated the most one by one.
Fig. 2 is the flow chart according to a kind of malice address recognition methods shown in an exemplary embodiment, sees Fig. 2, should
Method comprises the steps.
In step 201, when server gets target ship-to, this target ship-to is carried out at participle
Reason, obtains multiple characters that this target ship-to includes.
It should be noted that the operation that server carries out word segmentation processing to target ship-to is referred to correlation technique,
This is repeated by disclosure embodiment the most one by one.
It addition, this target ship-to can be terminal is sent to the ship-to of server in current time, it is also possible to
Being any one ship-to being previously stored in multiple ship-to in the server, this is not done specifically by disclosure embodiment
Limit.
Also, it should be noted after server carries out word segmentation processing to this target ship-to, can be exactly by this mesh
Each character in mark ship-to separately, thus improves the accuracy of follow-up identification target ship-to.
In step 202., multiple characters that server includes based on this target ship-to, generate destination address template.
Wherein, server can identify multiple characters that this target ship-to includes, and according to template generation rule, raw
Become destination address template.
It should be noted that template generation rule for generating destination address template, and this template by target ship-to
Create-rule can be arranged in advance, such as, this template generation rule can be when target ship-to occurs numerical character or
During alphabetic character, each numerical character or alphabetic character are replaced with " X ", or, occur in this target ship-to
During the addresses such as AA road, AA street, with " X ", the AA in AA road, AA street can be carried out replacement etc., disclosure embodiment is to this not
It is specifically limited.Wherein, the AA in AA road and AA street is the word referring to any number of character, not to disclosure embodiment
Constituting and limit, such as, AA can be to refer to " chrysanthemum is fragrant ", " assist and hold ", " newly-built north " etc..
Such as, the multiple characters included when target ship-to are respectively that " die for a righteous cause in chrysanthemum sweet smell Lu Xinyuan street, Lucheng City town 275
New city 047 No. 609 " time, server identifies this target ship-to and includes numerical character.Therefore, server can root
According to this template generation rule, the numerical character " 275 ", " 047 " and " 609 " included by this target ship-to is respectively with " X "
Replace, generate destination address template " chrysanthemum sweet smell Lu Xinyuan street, Lucheng City town X die for a righteous cause new city X No. X ".
Also, it should be noted the operation of multiple characters that this target ship-to of server identification includes is referred to phase
Pass technology, this is repeated by disclosure embodiment the most one by one.
It addition, server can generate destination address template according to aforesaid way, it is also possible to generate mesh according to other modes
Mark address template, such as, multiple characters that target ship-to is included by server are marked respectively, and according to labelling after
Multiple characters, with " X " replace be labeled as specify labelling character.This is not specifically limited by disclosure embodiment.
It should be noted that specify labelling can realize arranging, such as, this appointment labelling can be 4,5, E, F etc., these public affairs
Open embodiment this is not specifically limited.
In step 203, whether server exists and this target ground in judging at least one the malice address template stored
The malice address template of location template matching.
Wherein, whether server exists and this destination address template in judging at least one the malice address template stored
The operation of the malice address template joined can be: judges whether exist and this destination address in this at least one malice address template
The malice address template that template is identical；The evil identical with this destination address template is there is at least one malice address template when this
During meaning address template, determine in this at least one malice address template and there is the malice address mould with this destination address template matching
Plate；When at least one malice address template not existing the malice address template identical with this destination address template when this, determine
Template similarity between each malice address template and this destination address template in this at least one malice address template；When this
At least one malice address template exists the template similarity between this destination address template more than or equal to similarity threshold
During the malice address template being worth, determine in this at least one malice address template and there is the malice with this destination address template matching
Address template.
It addition, whether server judges to exist in this at least one malice address template identical with this destination address template
Maliciously the operation of address template can be: server can be by least one malice address template of this destination address target and this
Each malice address template compare, when this at least one malice address template in occur identical with this destination address template
Malice address template time, determine this at least one malice address template exists identical mala fide with this destination address template
Location template.
It should be noted that similarity threshold is used for judging to exist and this target ground in this at least one malice address template
The malice address template that location template is identical, and this similarity threshold can arrange in advance, such as, this similarity threshold can be
90%, 95%, 97% etc., this is not specifically limited by disclosure embodiment.
During it addition, the template similarity between this malice address template and destination address template is less than similarity threshold,
Determine in this at least one malice address template and there is not the malice address template with this destination address template matching.
It should be noted that server determine destination address template with at least one malice address template in each mala fide
The method of the template similarity between location is referred to correlation technique, and this is repeated by disclosure embodiment the most one by one.
Also, it should be noted server judges at least one malice address mould of storage not only by aforesaid way
Whether plate exists the malice address template with this destination address template matching, it is also possible to judge by other means, this
This is not specifically limited by open embodiment.
Further, whether server exists and this destination address mould in judging at least one the malice address template stored
Before the malice address template of plate coupling, multiple ship-to of storage can be polymerized by this server, obtains at least one
Individual address set；For each address set in this at least one address set, based on this address set include multiple
Ship-to, determines multiple address template, the plurality of ship-to and the plurality of address template one_to_one corresponding；For multiple addresses
Each address template in template, determines first number, and this first number is that this address template goes out in the plurality of address template
Existing number of times；Judge that whether this first number be more than or equal to the first frequency threshold value；When this first number more than or equal to this
During one frequency threshold value, determine that this address template is for malice address template.
It should be noted that the first frequency threshold value is for judging whether the number of times that address template occurs reaches to become mala fide
The standard of location template, and this first frequency threshold value can arrange in advance, such as, this first frequency threshold value can be 15 times, 20 times
Deng, this is not specifically limited by disclosure embodiment.
Wherein, multiple ship-to of storage are polymerized by server, and the operation obtaining at least one address set can
Think: for each ship-to in the plurality of ship-to, this ship-to is carried out word segmentation processing, obtain this place of acceptance
Multiple characters that location includes；Start to intercept the character of specified quantity from the ad-hoc location of this ship-to respectively, obtain multiple word
Symbol unit；Obtaining the ship-to meeting specified requirements from the plurality of ship-to, this specified requirements is that same position occurs
The number of the ship-to at identical characters unit and this identical characters unit place is more than amount threshold；The ship-to that will obtain
Composition address set.
It should be noted that the ad-hoc location of this ship-to can be arranged in advance, such as, the certain bits of this ship-to
Putting can be the beginning of this ship-to, ending etc., it is also possible to be other positions, and this is not done concrete limit by disclosure embodiment
Fixed.
Also, it should be noted this specified quantity is arranged the most in advance, such as, this specified quantity can be 3,4
Individual etc., this is not specifically limited by disclosure embodiment equally.
It addition, amount threshold is for judging occur whether the quantity of the ship-to of identical characters unit reaches to form address
The standard of set, and this amount threshold can arrange in advance, such as, this amount threshold can be 9,10 etc., disclosure embodiment
This is not specifically limited.
Such as, for each ship-to in multiple ship-to of storage, with ship-to " Guang Qi road, Lucheng City town star
The fragrant minister in ancient times's new city in Tianjin street 491 004 No. 499 " as a example by illustrate, this ship-to is carried out word segmentation processing, obtains this receipts
Multiple characters that goods address includes are respectively " the fragrant minister in ancient times's new city in Xing Jin street, Guang Qi road, Lucheng City town 491 004 No. 499 "；Respectively
Start every 3 characters from the beginning of this ship-to and proceed by intercepting, obtain multiple character cell " Lucheng City town, Guang Qi road, star
Jin Jie, road 491, virtue minister in ancient times are new, 004, city, No. 499 "；Obtain from the plurality of ship-to, at same position, same word occurs
Symbol unit is " Lucheng City town ", and includes that the number of the ship-to at " Lucheng City town " place is 15, more than amount threshold 9；Therefore, will
Ship-to including " Lucheng City town " forms address set.
It addition, server carries out word segmentation processing to this ship-to, obtain the behaviour of multiple characters that this ship-to includes
Being referred to correlation technique, this is repeated by disclosure embodiment the most one by one.
It should be noted that this server can start to intercept specified quantity from ad-hoc location by the way of sliding window
Character, it is also possible to intercepting by other means, this is not specifically limited by disclosure embodiment.
Furthermore, server starts to intercept the character of specified quantity from the ad-hoc location of this ship-to respectively, obtains multiple
Before character cell, it is also possible to each character is marked, follow-up determine what each character cell occurred such that it is able to facilitate
Number of times, improves the accuracy determining first number.
Wherein, multiple ship-to that server includes based on this address set, determine the operation of multiple address template
Can be: each ship-to in address set is carried out word segmentation processing, obtain multiple characters that each ship-to includes；
The each character included each ship-to respectively is marked according to appointment order；By the multiple ship-to bags after labelling
The multiple characters included, form character set；The each character included for this character set, determines second number, this second time
The number of times that number occurs in character set for this character；From this character set, obtain second number more than or equal to second time
The character of number threshold value；Based on the character obtained and address set, determine the plurality of address template.
It should be noted that this appointment order is the order arranged in advance, such as, this appointment order can be from each receipts
The beginning of goods address is to the order of ending, it is also possible to the order started from ending up to for each ship-to, disclosure embodiment
This is not specifically limited.
During it addition, each character is marked by server according to appointment order, it is possible to use numeral is marked, it is possible to
To use letter to be marked, certainly can also be marked by other means, this is not the most done by disclosure embodiment has
Body limits.
Also, it should be noted the second frequency threshold value is for judging whether the number of times that character occurs reaches to form address
The standard of template, and this second frequency threshold value can arrange in advance, such as, this second frequency threshold value can be 8 times, 9 inferior, this
This is not specifically limited by open embodiment.
Such as, after a results address in address set is carried out word segmentation processing, obtain what this results address included
When character is respectively " assisting and hold Lu Xinquan street 225 paulownia monarch's new city 707 No. 858 in Lucheng City town ", to each character by numeral
Be marked according to vertical order, obtain " (0) deer (1) city (2) town (3) assist (4) hold (5) road (6) heart (7) spring (8) street
(9) new (16) 707 (17) (18) 858 (19) numbers, (15) city of road (10) 225 (11) (12) paulownia (13) monarch (14) ", to this ground
After each ship-to in the set of location processes in the manner described above, obtain character set；And it is every to determine that character set includes
Second number of individual character is respectively f (0-deer)=11 times, f (1-city)=11 times, f (2-town)=11 times, f (3-assists)=1 time,
F (4-holds)=1 time, f (5 tunnel)=15 times, f (the 6-heart)=1 time, f (7-spring)=1 time, f (8-street)=11 times, f (9-road)=11
Secondary, f (10-225)=1 time, f (No. 11-)=12 times, f (12-paulownia)=2 times, f (monarch 13-)=2 time, f (14-is new)=10 time, f
(15-city)=10 times, f (16-707)=1 time, f (17-)=15 time, f (18-858)=1 time, f (No. 19-) 20 times, wherein,
When the second frequency threshold value is 9 times, character (0) deer, (1) city, (2) town, (5) road, (8) street, (9) road, (11) number, (14) are new,
(15) city, second number of (17) and (19) number are all higher than the second frequency threshold value, therefore, it can based on (0) deer, (1) city,
(2) town, (5) road, (8) street, (9) road, (11) number, (14) are new, (15) city, (17) and (19) number determine the plurality of address mould
Plate.
It addition, for second number less than the character of the second frequency threshold value, this character can not done any place by server
Reason.
Furthermore, the character of acquisition can be arranged according to this appointment order by server based on the labelling of the character obtained
Row, obtain character string；Delete the labelling of each character in this character string；For each place of acceptance in this address set
Location, by this character string compared with this ship-to lacking in character use designated identification replace, obtain this ship-to
Corresponding address template.
It should be noted that this designated identification can be arranged in advance, such as, this designated identification can be certain letter, certain
Individual numeral, certain symbol etc., this is not specifically limited by disclosure embodiment.
Such as, the character that server gets is respectively (0) deer, (1) city, (2) town, (5) road, (8) street, (9) road, (11)
Number, (14) new, (15) city, (17), (19) number time, the character of acquisition is arranged according to this appointment order, obtains character
Sequence " new (15) city (17) (19) number, (0) deer (1) city (2) town (5) road (8) street (9) road (11) number (14) ", deletes this character
In serial number, the labelling of each character obtains " deer cities road street new city generic term for a building, e. g. Apartment, store, a movie theater, etc. "；This is lacked the character string " deer of character
Cities road street new city generic term for a building, e. g. Apartment, store, a movie theater, etc. " compare with each ship-to in address set, to gather in the crops address, " assist and hold in Lucheng City town
Lu Xinquan street 225 paulownia monarch's new city 707 No. 858 " as a example by illustrate, this is changed and lacks the character string of character and these receipts
After goods address compares, replace the character lacked in this character string by designated identification " X ", obtain this ship-to corresponding
Address template is " XX street, XX road, Lucheng City town X XX new city X No. X ".
It addition, when the character that this server obtains is second number more than the character of the second frequency threshold value, this service
Device can also continue to obtain many groups character that second time number is identical from the plurality of character, and by the often group character of acquisition according to this
Appointment order arranges, and obtains character string, and this is not specifically limited by disclosure embodiment.
Further, server by this character string compared with this ship-to lacking in character use designated identification
Before replacement, this server can also identify the type of character lacking in this character string, according to lacking in character
The difference of type, replaces by different marks.
Such as, when the character types of character lacking in this character string are numeral, can be replaced by letter " X "
A character lacking in wherein, when the character types of character lacking in this character string are Chinese character, can pass through word
A character lacking in female " Y " replacement wherein.
It should be noted that the type of character lacking in this character string of server identification, and according to lacking in
The type different identification of character replaces, and just replaces by corresponding mark owing to often lacking a character, thus
Follow-up when determining first number that this address template occurs, first number determined be this address template occur the most secondary
Number, thus improve the accuracy rate generating address template.
It addition, server can also be without being identified character lacking in this character string, and lack all
Character replaces by identical mark, and can replace multiple words lacked with a character when lacking character continuously
Symbol, this is not specifically limited by disclosure embodiment.
Also, it should be noted when all characters lacked are replaced by server by identical mark, and continuously
When can replace multiple character lacked with a character when lacking character, more identical ground can be obtained from address set
Location template, thus improve the recall ratio generating address template.
In step 204, there is the malice with this destination address template matching at least one malice address template when this
During address template, server determines that this target ship-to is for malice address.
It should be noted that when this at least one malice address module does not exist and the evil of this destination address template matching
During meaning address template, server may determine that this target ship-to is not for malice address.
In the disclosed embodiments, server can determine that at least one is mala fide from multiple ship-to of storage
Location template, when this server gets target ship-to, it may be determined that the destination address template of this target ship-to, and
By destination address template with this at least one malice address template in each malice address template compare, when this at least one
When individual malice address template exists the malice address template with this destination address template matching, this target ship-to is determined
For malice address, according to aforesaid way, this server can by each ship-to and this that get at least one mala fide
Location template compares, and to identify malice address, thus improves efficiency and the accuracy identifying malice address.
Fig. 3 A is the structured flowchart according to a kind of malice address recognition unit shown in an exemplary embodiment.With reference to figure
3A, this device includes that word-dividing mode 301, generation module the 302, first judge module 303 and first determine module 304.
Word-dividing mode 301, for when getting target ship-to, carries out word segmentation processing to this target ship-to,
Obtain multiple characters that this target ship-to includes；
Generation module 302, for the multiple characters included based on this target ship-to, generates destination address template；
Whether the first judge module 303, exist and this target at least one the malice address template judge storage
The malice address template of address template coupling；
First determines module 304, for existing and this destination address template at least one malice address template when this
During the malice address template joined, determine that this target ship-to is for malice address.
Alternatively, seeing Fig. 3 B, this first judge module 303 includes:
Judging unit 3031, is used for judging whether exist and this destination address template in this at least one malice address template
Identical malice address template；
First determines unit 3032, for existing and this destination address template phase at least one malice address template when this
With malice address template time, determine in this at least one malice address template and there is the malice with this destination address template matching
Address template；
Second determines unit 3033, for not existing and this destination address template at least one malice address template when this
During identical malice address template, determine each malice address template and this destination address in this at least one malice address template
Template similarity between template；
3rd determines unit 3034, for when this at least one malice address template in exist with this destination address template it
Between template similarity more than or equal to the malice address template of similarity threshold time, determine this at least one malice address template
Middle existence and the malice address template of this destination address template matching.
Alternatively, seeing Fig. 3 C, this device also includes:
Aggregation module 305, for being polymerized multiple ship-to of storage, obtains at least one address set；
Second determines module 306, for for each address set in this at least one address set, based on this address
Multiple ship-to that set includes, determine multiple address template, and the plurality of ship-to is with the plurality of address template one by one
Corresponding；
3rd determines module 307, for for each address template in the plurality of address template, determines first number,
This first number is the number of times that this address template occurs in the plurality of address template；
Second judge module 308, is used for judging that whether this first number be more than or equal to the first frequency threshold value；
4th determines module 309, for when this first number is more than or equal to this first frequency threshold value, determining this address
Template is malice address template.
Alternatively, seeing Fig. 3 D, this aggregation module 305 includes:
First participle unit 3051, for for each ship-to in the plurality of ship-to, to this ship-to
Carry out word segmentation processing, obtain multiple characters that this ship-to includes；
Interception unit 3052, for starting to intercept the character of specified quantity from the ad-hoc location of this ship-to respectively,
To multiple character cells；
First acquiring unit 3053, for obtaining the ship-to meeting specified requirements from the plurality of ship-to, should
Specified requirements is that same position the number of the ship-to at identical characters unit and this identical characters unit place occurs more than number
Amount threshold value；
First component units 3054, for the ship-to composition address set that will obtain.
Alternatively, seeing Fig. 3 E, this second determines that module 306 includes:
Second participle unit 3061, for each ship-to in this address set is carried out word segmentation processing, is somebody's turn to do
Multiple characters that each ship-to includes；
Indexing unit 3062, marks according to appointment order for each character included this each ship-to respectively
Note；
Second component units 3063, for the multiple characters included by the multiple ship-to after labelling, forms character set
Close；
4th determines unit 3064, for each character included for this character set, determines second number, and this is second years old
Number of times is the number of times that this character occurs in this character set；
Second acquisition unit 3065, for from this character set, obtains second number more than or equal to second number threshold
The character of value；
5th determines unit 3066, for based on the character obtained and this address set, determining the plurality of address template.
Alternatively, the 5th determines that unit 3066 includes:
Arrangement subelement, for labelling based on the character obtained, arranges the character of acquisition according to this appointment order
Row, obtain character string；
Delete subelement, for deleting the labelling of each character in this character string；
Replace subelement, for for each ship-to in this address set, will this character string be received with this
Address compare lacking in character use designated identification replace, obtain the address template that this ship-to is corresponding.
In the disclosed embodiments, server can determine that at least one is mala fide from multiple ship-to of storage
Location template, when this server gets target ship-to, it may be determined that the destination address template of this target ship-to, and
By destination address template with this at least one malice address template in each malice address template compare, when this at least one
When individual malice address template exists the malice address template with this destination address template matching, this target ship-to is determined
For malice address, according to aforesaid way, this server can by each ship-to and this that get at least one mala fide
Location template compares, and to identify malice address, thus improves efficiency and the accuracy identifying malice address.
About the device in above-described embodiment, wherein modules performs the concrete mode of operation in relevant the method
Embodiment in be described in detail, explanation will be not set forth in detail herein.
Fig. 4 is the block diagram according to a kind of device 400 for malice Address Recognition shown in an exemplary embodiment.Example
As, device 400 may be provided in a server.With reference to Fig. 4, device 400 includes processing assembly 422, and it farther includes one
Individual or multiple processors, and by the memory resource representated by memorizer 432, can be by processing holding of assembly 422 for storage
The instruction of row, such as application program.In memorizer 432 storage application program can include one or more each
Module corresponding to one group of instruction.
Device 400 can also include that a power supply module 426 is configured to perform the power management of device 400, and one has
Line or radio network interface 450 are configured to be connected to device 400 network, and input and output (I/O) interface 458.Dress
Put 400 and can operate based on the operating system being stored in memorizer 432, such as Windows ServerTM, Mac OS XTM,
UnixTM, LinuxTM, FreeBSDTM or similar.
It is configured to perform instruction additionally, process assembly 422, to perform the address recognition methods of a kind of malice, the method bag
Include:
When getting target ship-to, this target ship-to is carried out word segmentation processing, obtain this target place of acceptance
Multiple characters that location includes；
The multiple characters included based on this target ship-to, generate destination address template；
Judge whether at least one malice address template of storage exists with this destination address template matching mala fide
Location template；
When at least one malice address template existing the malice address template with this destination address template matching when this, really
This target ship-to fixed is malice address.
Alternatively, it is judged that whether at least one malice address template of storage exists and this destination address template matching
Maliciously address template, including:
Judge whether this at least one malice address template exists the malice address mould identical with this destination address template
Plate；
When at least one malice address template existing the malice address template identical with this destination address template when this, really
There is the malice address template with this destination address template matching in this at least one malice address template fixed；
When there is not the malice address template identical with this destination address template at least one malice address template when this,
Determine the template similarity between each malice address template and this destination address template in this at least one malice address template；
When this at least one malice address template in exist and this destination address template between template similarity more than or
During equal to the malice address template of similarity threshold, determine in this at least one malice address template and exist and this destination address mould
The malice address template of plate coupling.
Alternatively, it is judged that whether at least one malice address template of storage exists and this destination address template matching
Maliciously before address template, also include:
Multiple ship-to of storage are polymerized, obtain at least one address set；
For each address set in this at least one address set, multiple receive based on what this address set included
Address, determines multiple address template, the plurality of ship-to and the plurality of address template one_to_one corresponding；
For each address template in the plurality of address template, determining first number, this first number is this address mould
The number of times that plate occurs in the plurality of address template；
Judge that whether this first number be more than or equal to the first frequency threshold value；
When this first number is more than or equal to this first frequency threshold value, determine that this address template is for malice address template.
Alternatively, multiple ship-to of storage are polymerized, obtain at least one address set, including:
For each ship-to in the plurality of ship-to, this ship-to is carried out word segmentation processing, obtain this receipts
Multiple characters that goods address includes；
Start to intercept the character of specified quantity from the ad-hoc location of this ship-to respectively, obtain multiple character cell；
Obtaining the ship-to meeting specified requirements from the plurality of ship-to, this specified requirements is that same position occurs
The number of the ship-to at identical characters unit and this identical characters unit place is more than amount threshold；
The ship-to composition address set that will obtain.
Alternatively, the multiple ship-to included based on this address set, determine multiple address template, including:
Each ship-to in this address set is carried out word segmentation processing, and obtain that this each ship-to includes is multiple
Character；
The each character included this each ship-to respectively is marked according to appointment order；
The multiple characters included by multiple ship-to after labelling, form character set；
The each character included for this character set, determines second number, and this second number is that this character is at this character
The number of times occurred in set；
From this character set, obtain second number character more than or equal to the second frequency threshold value；
Based on the character obtained and this address set, determine the plurality of address template.
Alternatively, based on the character obtained and this address set, determine the plurality of address template, including:
Labelling based on the character obtained, arranges the character of acquisition according to this appointment order, obtains character string；
Delete the labelling of each character in this character string；
For each ship-to in this address set, lacking in this character string compared with this ship-to
Character uses designated identification to replace, and obtains the address template that this ship-to is corresponding.
In the disclosed embodiments, when server gets target ship-to, it may be determined that this target ship-to
Destination address template, and by destination address template with at least one malice address template in each malice address template carry out
Relatively, when there is the malice address template with this destination address template matching at least one malice address template when this, should
Target ship-to is defined as malice address, according to aforesaid way, server can by each ship-to of getting with should
At least one malice address template compare, with identify malice address, thus improve identify malice address efficiency with
And accuracy.
Those skilled in the art, after considering description and putting into practice invention disclosed herein, will readily occur to its of the present invention
Its embodiment.The application is intended to any modification, purposes or the adaptations of the present invention, these modification, purposes or
Person's adaptations is followed the general principle of the present invention and includes the undocumented common knowledge in the art of the disclosure
Or conventional techniques means.Description and embodiments is considered only as exemplary, and true scope and spirit of the invention are by following
Claim is pointed out.
It should be appreciated that the invention is not limited in precision architecture described above and illustrated in the accompanying drawings, and
And various modifications and changes can carried out without departing from the scope.The scope of the present invention is only limited by appended claim.
Claims (13)
1. malice address recognition methods, it is characterised in that described method includes:
When getting target ship-to, described target ship-to is carried out word segmentation processing, obtain described target place of acceptance
Multiple characters that location includes；
The multiple characters included based on described target ship-to, generate destination address template；
Judge whether at least one malice address template of storage exists and the malice address of described destination address template matching
Template；
When at least one malice address template described exists the malice address template with described destination address template matching, really
Fixed described target ship-to is malice address.
2. the method for claim 1, it is characterised in that at least one malice address template of described judgement storage be
No existence and the malice address template of described destination address template matching, including:
Judge whether at least one malice address template described exists the malice address mould identical with described destination address template
Plate；
When at least one malice address template described exists the malice address template identical with described destination address template, really
There is the malice address template with described destination address template matching in fixed at least one malice address template described；
When there is not the malice address template identical with described destination address template at least one malice address template described,
Determine the template phase between each malice address template with described destination address template at least one malice address template described
Like degree；
When described at least one malice address template in exist and described destination address template between template similarity more than or
During equal to the malice address template of similarity threshold, determine at least one malice address template described and exist and described target ground
The malice address template of location template matching.
3. the method for claim 1, it is characterised in that at least one malice address template of described judgement storage be
Before the malice address template of no existence and described destination address template matching, also include:
Multiple ship-to of storage are polymerized, obtain at least one address set；
For each address set at least one address set described, multiple receive based on what described address set included
Address, determines multiple address template, the plurality of ship-to and the plurality of address template one_to_one corresponding；
For each address template in the plurality of address template, determining first number, described first number is described address
The number of times that template occurs in the plurality of address template；
Judge that whether described first number be more than or equal to the first frequency threshold value；
When described first number is more than or equal to described first frequency threshold value, determine that described address template is for malice address mould
Plate.
4. method as claimed in claim 3, it is characterised in that described multiple ship-to to storage are polymerized, and obtain
At least one address set, including:
For each ship-to in the plurality of ship-to, described ship-to is carried out word segmentation processing, obtain described
Multiple characters that ship-to includes；
Ad-hoc location from described ship-to starts to intercept the character of specified quantity respectively, obtains multiple character cell；
Obtaining the ship-to meeting specified requirements from the plurality of ship-to, described specified requirements is that same position occurs
The number of the ship-to at identical characters unit and described identical characters unit place is more than amount threshold；
The ship-to composition address set that will obtain.
5. the method as described in claim 3 or 4, it is characterised in that the described multiple receipts included based on described address set
Goods address, determines multiple address template, including:
Each ship-to in described address set is carried out word segmentation processing, and obtain that described each ship-to includes is multiple
Character；
The each character included described each ship-to respectively is marked according to appointment order；
The multiple characters included by multiple ship-to after labelling, form character set；
The each character included for described character set, determines that second number, described second number are that described character is described
The number of times occurred in character set；
From described character set, obtain second number character more than or equal to the second frequency threshold value；
Based on the character obtained and described address set, determine the plurality of address template.
6. method as claimed in claim 5, it is characterised in that described based on the character obtained and described address set, determines
The plurality of address template, including:
Labelling based on the character obtained, arranges the character of acquisition according to described appointment order, obtains character string；
Delete the labelling of each character in described character string；
For each ship-to in described address set, will described character string be lacked compared with described ship-to
Character use designated identification replace, obtain the address template that described ship-to is corresponding.
7. a malice address recognition unit, it is characterised in that described device includes:
Word-dividing mode, for when getting target ship-to, carries out word segmentation processing to described target ship-to, obtains institute
State multiple characters that target ship-to includes；
Generation module, for the multiple characters included based on described target ship-to, generates destination address template；
Whether the first judge module, exist and described destination address mould at least one the malice address template judge storage
The malice address template of plate coupling；
First determines module, for when existing and identical of described destination address template at least one malice address template described
During the malice address template joined, determine that described target ship-to is for malice address.
8. device as claimed in claim 7, it is characterised in that described first judge module includes:
Whether judging unit, be used for judging existing at least one malice address template described identical with described destination address template
Malice address template；
First determines unit, for identical with described destination address template when existing at least one malice address template described
Maliciously during address template, determine at least one malice address template described and there is the malice with described destination address template matching
Address template；
Second determines unit, for identical with described destination address template when not existing at least one malice address template described
Malice address template time, determine each malice address template and described destination address at least one malice address template described
Template similarity between template；
3rd determines unit, for when existing between described destination address template at least one malice address template described
When template similarity is more than or equal to the malice address template of similarity threshold, determine at least one malice address template described
There is the malice address template with described destination address template matching.
9. device as claimed in claim 7, it is characterised in that described device also includes:
Aggregation module, for being polymerized multiple ship-to of storage, obtains at least one address set；
Second determines module, for for each address set at least one address set described, based on described address set
Multiple ship-to that conjunction includes, determine multiple address template, the plurality of ship-to and the plurality of address template one
One is corresponding；
3rd determines module, for for each address template in the plurality of address template, determines first number, described the
Number is the number of times that described address template occurs in the plurality of address template；
Second judge module, is used for judging that whether described first number be more than or equal to the first frequency threshold value；
4th determines module, for when described first number is more than or equal to described first frequency threshold value, determining described address
Template is malice address template.
10. device as claimed in claim 9, it is characterised in that described aggregation module includes:
First participle unit, for for each ship-to in the plurality of ship-to, is carried out described ship-to
Word segmentation processing, obtains multiple characters that described ship-to includes；
Interception unit, starts to intercept the character of specified quantity for ad-hoc location from described ship-to respectively, obtains multiple
Character cell；
First acquiring unit, for obtaining the ship-to meeting specified requirements, described appointment from the plurality of ship-to
Condition is that same position the number of the ship-to at identical characters unit and described identical characters unit place occurs more than quantity
Threshold value；
First component units, for the ship-to composition address set that will obtain.
11. devices as described in claim 9 or 10, it is characterised in that described second determines that module includes:
Second participle unit, for each ship-to in described address set is carried out word segmentation processing, obtains described each
Multiple characters that ship-to includes；
Indexing unit, is marked according to appointment order for each character included described each ship-to respectively；
Second component units, for the multiple characters included by the multiple ship-to after labelling, forms character set；
4th determines unit, for each character included for described character set, determines second number, described second number
The number of times occurred in described character set for described character；
Second acquisition unit, for from described character set, obtains second number and is more than or equal to the word of the second frequency threshold value
Symbol；
5th determines unit, for based on the character obtained and described address set, determining the plurality of address template.
12. devices as claimed in claim 11, it is characterised in that the described 5th determines that unit includes:
Arrangement subelement, for labelling based on the character obtained, arranges the character of acquisition according to described appointment order,
Obtain character string；
Delete subelement, for deleting the labelling of each character in described character string；
Replace subelement, for for each ship-to in described address set, by described character string with described receipts
Goods address compare lacking in character use designated identification replace, obtain the address template that described ship-to is corresponding.
13. 1 kinds of malice address recognition units, it is characterised in that described device includes:
Processor；
For storing the memorizer of processor executable；
Wherein, described processor is configured to:
When getting target ship-to, described target ship-to is carried out word segmentation processing, obtain described target place of acceptance
Multiple characters that location includes；
The multiple characters included based on described target ship-to, generate destination address template；
Judge whether at least one malice address template of storage exists and the malice address of described destination address template matching
Template；
When at least one malice address template described exists the malice address template with described destination address template matching, really
Fixed described target ship-to is malice address.
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