CN109739938A - A kind of correlating method, device and the equipment of more accounts - Google Patents
A kind of correlating method, device and the equipment of more accounts Download PDFInfo
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- CN109739938A CN109739938A CN201811627997.8A CN201811627997A CN109739938A CN 109739938 A CN109739938 A CN 109739938A CN 201811627997 A CN201811627997 A CN 201811627997A CN 109739938 A CN109739938 A CN 109739938A
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Abstract
This application discloses correlating method, device and the equipment of a kind of more accounts, and a plurality of account information is obtained from database；According to a plurality of account information, at least one first account information set is determined；For any one the first account information in the first account information set, there are at least one the second account informations comprising partial content in first account information in the first account information set；According to the account identification for including in each first account information set, personal account set is determined；The multiple account identifications for belonging to same position registered users are associated, solve the problems, such as how to be associated the multiple accounts for belonging to same position registered users.
Description
Technical field
This application involves field of computer technology more particularly to a kind of correlating method, device and the equipment of more accounts.
Background technique
Under big data era background, user information is full of in a network.When user obtains service from service provider
When, often there is a user and possess multiple accounts or multiple the case where using equipment, at this point, a user provides in the service
A plurality of account information is just provided at quotient.Service provider operation during, service provider can generate largely with the use
The relevant data in family, a plurality of account information that these data can have with user are split into more parts, user information are enabled to disperse,
And then causes service provider that can not construct accurately user according to user information and draw a portrait.Therefore, how by the more of same user
A account is associated together, and just becomes current urgent problem.
Summary of the invention
The embodiment of the present application provides correlating method, device and the equipment of a kind of more accounts, how will belong to solve
In multiple accounts of same position registered users are associated the problem of.
A kind of correlating method of more accounts provided by the embodiments of the present application, comprising:
A plurality of account information is obtained from database；Every account information includes registration information and account identification；
According to a plurality of account information, at least one first account information set is determined；For first account
Any one the first account information in information aggregate, there are at least one in the first account information set to include described the
Second account information of partial content in one account information, other account informations of each item in the first account information set with
There is relevance between first account information；
According to the account identification for including in each first account information set, personal account set is determined.
Optionally, described to determine at least one first account information set, it specifically includes:
According to a plurality of account information, at least one second account information set is determined；For second account
Any one third account information in information aggregate, there are at least one the 4th account letters in the second account information set
Breath or the 5th account information；The part registration information phase of the account identification of 4th account information and the third account information
Together；The registration information of 5th account information includes the account identification of the third account information；Second account information
There is relevance between other account informations of each item and the third account information in set；
One the second account information set is determined as the first account information set；Second account
Information aggregate and the first account information set correspond.
It is optionally, described after obtaining a plurality of account information in database, further includes:
According to a plurality of account information, multiple interlock account groups are determined；It include one in each interlock account group
Article the 6th account information and one article of the 7th account information；The account identification of 7th account information and the 6th account information
Part registration information it is identical；
It is described according to a plurality of account information, determine at least one second account information set, specifically include:
According to the multiple interlock account group, at least one second account information set is determined.
Optionally, described according to the multiple interlock account group, determine at least one second account information set, specifically
Include:
Any one interlock account group in the multiple interlock account group is determined as the first interlock account group；
The second interlock account group is determined from the multiple interlock account group；The second interlock account group and described the
An one interlock account group at least identical account information；
The first interlock account group and the second interlock account group are divided to the first interlock account group set；
Judge to obtain the first judging result with the presence or absence of third interlock account group in the multiple interlock account group；It is described
Third interlock account group and the first interlock account group set only have an identical account information；
When first judging result indicates that the third interlock account group is not present in the multiple interlock account group,
According to the account information in the first interlock account group set, a second account information set is determined.
Optionally, with the presence or absence of after third interlock account group in the multiple interlock account group of judgement, further includes:
When there are when the third interlock account group, the third interlock account group is drawn in the multiple interlock account group
Divide to the first interlock account group set, obtains updated first interlock account group set；
By the updated first interlock account group set, being back to step and judging is in the multiple interlock account group
It is no that there are third interlock account groups.
Optionally, the account information according in the first interlock account group set determines the second account letter
Breath set, specifically includes:
The maximum account information of confidence level is determined from the first interlock account group set；
Determine that other account informations of each item and the maximum account of the confidence level are believed in the first interlock account group set
The degree of association between breath；
The account information that the degree of association is greater than preset value is divided to the second account information set.
Optionally, it is described determined from the first interlock account group set the maximum account information of confidence level it
Before, further includes:
The confidence level of each account information in the first interlock account group set is obtained from the database, and obtaining can
Reliability set；
Other account informations of each item and the maximum account of the confidence level in determination the first interlock account group set
The degree of association between the information of family, specifically includes:
It determines reliability corresponding to each interlock account group in the first interlock account group set, obtains reliability
Set；
According to the confidence level set and the reliability set, determine in the first interlock account group set each item its
The degree of association between his account information and the maximum account information of the confidence level.
A kind of associated apparatus of more accounts provided by the embodiments of the present application, comprising:
Account information obtains module, for obtaining a plurality of account information from database；Every account information includes registration
Information and account identification；
First account information set determining module, for according to a plurality of account information, determine at least one first
Account information set；For any one the first account information in the first account information set, the first account letter
There are at least one the second account informations comprising partial content in first account information in breath set；First account
There is relevance between other account informations of each item and first account information in information aggregate；
Personal account set determining module, for according to the account mark for including in each first account information set
Know, determines personal account set.
A kind of associate device of more accounts provided by the embodiments of the present application, comprising:
At least one processor；And
The memory being connect at least one described processor communication；Wherein,
The memory is stored with the instruction that can be executed by least one described processor, and described instruction is by described at least one
A processor executes, so that at least one described processor is able to carry out a kind of correlating method of more accounts.
A kind of computer readable storage medium provided by the embodiments of the present application stores on the computer readable storage medium
There is instruction, a kind of correlating method of more accounts is realized when described instruction is executed by processor.
The embodiment of the present application provides correlating method, device and the equipment of a kind of more accounts, by obtaining from database
A plurality of account information；According to a plurality of account information, at least one first account information set is determined；For described first
Any one the first account information in account information set there are at least one includes institute in the first account information set
State the second account information of partial content in the first account information；According to the account for including in each first account information set
Family mark, determines personal account set；The multiple account identifications for belonging to same position registered users are associated, are solved
The problem of how multiple accounts for belonging to same position registered users being associated.
Detailed description of the invention
The drawings described herein are used to provide a further understanding of the present application, constitutes part of this application, this Shen
Illustrative embodiments and their description please are not constituted an undue limitation on the present application for explaining the application.In the accompanying drawings:
Fig. 1 is a kind of flow diagram of the correlating method of more accounts provided by the embodiments of the present application；
Fig. 2 is the flow diagram that the second account information set provided by the embodiments of the present application determines method；
Fig. 3 is a kind of structural schematic diagram of the associated apparatus of more accounts provided by the embodiments of the present application corresponding to Fig. 1.
Specific embodiment
To keep the purposes, technical schemes and advantages of the application clearer, below in conjunction with the application specific embodiment and
Technical scheme is clearly and completely described in corresponding attached drawing.Obviously, described embodiment is only the application one
Section Example, instead of all the embodiments.Based on the embodiment in the application, those of ordinary skill in the art are not doing
Every other embodiment obtained under the premise of creative work out, shall fall in the protection scope of this application.
Fig. 1 is a kind of flow diagram of the correlating method of more accounts provided by the embodiments of the present application, is specifically included following
Step:
S101: a plurality of account information is obtained from database；Every account information includes registration information and account identification.
In this specification embodiment, database is the place for storing electronic document, the server or use of metadata provider
Family can, interception newly-increased to the data run in file, the operation such as update, delete.Specifically, when user asks to metadata provider
When asking service, an account usually need to be first registered, to obtain respective service from metadata provider by the account.The data
Library can be the database of metadata provider, for storing the account information of user.Every account information may include registration letter
Breath and account identification；Specifically, when metadata provider is voice group chat software, registration information in the account information can be with
The cell-phone number filled in when being user's registration account, mailbox, identification card number, home address and other account identifications for belonging to the user
Etc. information.Account identification in every account information can be identity number (i.e. ID)；The account identification is at one
There is uniqueness at service provider, be the equal of a kind of " identity card ", the account identification is usually constant.The account
The cell-phone number that mark is filled in when can be user's registration account, mailbox, the information such as identification card number, being also possible to metadata provider is
The character string with uniqueness that user generates at random.The account information can also include the type of account identification, and use
Family obtains generated data when respective service from metadata provider, for example, the service identifiers that user is called, call service
At the time of, the client identification that user uses, the location information etc. for the client that user uses.Specifically, working as metadata provider
When for voice group chat tool, when the client of user is computer or mobile phone, the account information can also include Internet protocol
Address (i.e. IP address), the MAC Address of mobile phone, international mobile equipment identification number (i.e. IMEI), equipment unique identifying number (hdid),
Ad identifier (i.e. IDFA) and/or the GPS positioning information of mobile phone etc..
S102: according to a plurality of account information, at least one first account information set is determined；For described first
Any one the first account information in account information set there are at least one includes institute in the first account information set
The second account information of partial content in the first account information is stated, other accounts of each item letter in the first account information set
There is relevance between breath and first account information.
In this specification embodiment, the account information in the first account information set can be a plurality of account
At least two account informations in information.First account information is any one account in the first account information set
Family information；For any one the first account information, there are at least one corresponding second in the first account information set
Account information, partial content is identical as partial content in corresponding second account information in first account information.Example
Such as: the account identification in first account information is identical as the part registration information in corresponding second account information；
Or the part sign-on ID in first account information is identical as the account identification in corresponding second account information；
Or the part registration information in first account information and the part registration information in corresponding second account information
It is identical.There is relevance between other account informations of each item and first account information in the first account information set,
Mean between other account informations of each item and first account information in the first account information set that there is direct correlation
Relationship or indirect association relationship.
In practical applications, there may be isolated account information, a plurality of account informations in a plurality of account information
In be not present account information identical with the arbitrary portion content in the isolated account information, at this point, by an isolated account
Information is determined as the account information of a registered users.
S103: according to the account identification for including in each first account information set, personal account set is determined.
In this specification embodiment, each account information that can will include in the first account information set
In account identification set, be determined as the personal account set an of registered users.Each first account information collection
It closes and is corresponded with each personal account set, the multiple account identifications ownership for including in a personal account set
In same position registered users.
Example being connected, when there is isolated account information in a plurality of account information, will include in an isolated account information
One account identification is divided to personal account aggregation, at this point, only include an account identification in personal account aggregation,
The account identifies belonged to registered users one and only one account at corresponding service provider.
Method in Fig. 1 determines at least one first account information set according to a plurality of account information；For
Any one the first account information in the first account information set has at least one in the first account information set
Item includes the second account information of partial content in first account information；According in each first account information set
The account identification for including determines personal account set；The multiple account identifications for belonging to same position registered users are closed
Connection, solves the problems, such as how to be associated the multiple accounts for belonging to same position registered users.
Method based on Fig. 1, this specification embodiment additionally provide some specific embodiments of this method, carry out below
Explanation.
It is described to determine at least one first account information set in this specification embodiment, it specifically includes:
According to a plurality of account information, at least one second account information set is determined；For second account
Any one third account information in information aggregate, there are at least one the 4th account letters in the second account information set
Breath or the 5th account information；The part registration information phase of the account identification of 4th account information and the third account information
Together；The registration information of 5th account information includes the account identification of the third account information；Second account information
There is relevance between other account informations of each item and the third account information in set.
One the second account information set is determined as the first account information set；Second account
Information aggregate and the first account information set correspond.
In this specification embodiment, the third account information can be any one in the second account information set
Account information.The account identification of 4th account information is identical as the part registration information of the third account information；Specifically
, the account identification of the 4th account information can be " [email protected] ", and the account identification of the third account information can
To be " 13333333333 ", the mailbox number in registration information can be " [email protected] ".5th account information
Registration information include the third account information account identification；Specifically, in the registration information of the 5th account information
Phone number can be " 13333333333 ", the account identification of the third account information can be
"13333333333".Alternatively, the mailbox number in the registration information of the 5th account information can be " xiaoming@
Xx.com ", the account identification of the third account information can be " [email protected] ".Due to, phone number, mailbox,
The information such as identity card usually have uniqueness and are used by a user, it is therefore contemplated that third account information and the corresponding 4th
Account information has direct correlation relationship, or thinks that third account information has to be directly linked with corresponding 5th account information and close
System.Have to be directly linked between other account informations of each item and the third account information in the second account information set and close
System or indirect association relationship.
It is described after obtaining a plurality of account information in database in this specification embodiment, further includes:
According to a plurality of account information, multiple interlock account groups are determined；It include one in each interlock account group
Article the 6th account information and one article of the 7th account information；The account identification of 7th account information and the 6th account information
Part registration information it is identical.
It include two different account informations in each interlock account group in this specification embodiment.Due to described
The account identification of seven account informations is identical as the part registration information of the 6th account information, it is believed that the 7th account information
It is directly linked with the 6th account information, i.e., the account information comprising two direct correlation in each interlock account group.
It is described according to a plurality of account information, determine at least one second account information set, specifically include: according to
The multiple interlock account group determines at least one second account information set.
In this specification embodiment, the account information at least one interlock account group can be divided to one second
Account information set.For example, the account information in two interlock account groups is divided to a second account information set.If institute
It states only comprising an identical account information in two interlock account groups, at this point, including 3 differences in the second account information set
Account information.Specifically, an interlock account group may include account information A and account information B, another interlock account letter
Breath group includes account information C and account information B, and the account information in two interlock account groups is divided to the second account letter
Breath set, at this point, including account information A, B and C in the second account information set.It is direct due to having between account information A and B
Incidence relation, account information C and B also have direct correlation relationship, believe in other interlock account groups comprising account if it does not exist
A and C is ceased, at this time, it is believed that account information A and C has indirect association relationship.It include account when existing in other interlock account groups
Information A and C, at this time, it is believed that account information A and C has direct correlation relationship.
Alternatively, the account information in three interlock account groups is divided to a second account information set.Specifically, one
A interlock account group may include account information A and B, another interlock account information group includes account information B and C, last
A interlock account group may include account information C and D.Account information in above three interlock account group is divided to one
Two account information set, at this point, including account information A, B, C and D in the second account information set.Since account information A and B have
There is direct correlation relationship, account information B and C have direct correlation relationship, and account information C and D have direct correlation relationship, this
When, it is believed that account information A has indirect by establishing incidence relation, account information A and D between B and C and account information D
Any identical content can not included in incidence relation, account information A and D.
Fig. 2 is the flow diagram that the second account information set provided by the embodiments of the present application determines method, is specifically included
Following steps:
S201: any one interlock account group in the multiple interlock account group is determined as the first interlock account group.
In this specification embodiment, interlock account group may include the 7th account information and the 6th account information；It is described
The account identification of 7th account information is identical as the part registration information of the 6th account information；The interlock account group is abbreviated as
(the 7th account information, the 6th account information).Specifically, when the interlock account group for including in multiple interlock account groups is respectively
When (A, B), (B, C), (C, B) and (D, E), interlock account group (A, B) can be determined as the first interlock account group at random.This
In embodiment, there is only including simultaneously account information A and B in 1 account information group in multiple interlock account groups, at this point, account
The account identification of family information A and the part registration information of account information B are identical, the account identification and account information A of account information B
Part registration information may be the same or different.Since there are multiple while comprising B and C in multiple interlock account groups
Account information group, then not only the account identification of account information B is identical as the part registration information of account information C, account information C's
Account identification is also identical as the part registration information of account information B.
S202: the second interlock account group is determined from the multiple interlock account group；The second interlock account group with
A first interlock account group at least identical account information.
In this specification embodiment, the second interlock account group may include an interlock account group, also may include more
A interlock account group.Example is connected, after interlock account group (A, B) is determined as the first interlock account group, second determined is associated with
Account group is (B, C) and (C, B).
S203: the first interlock account group and the second interlock account group are divided to the first interlock account group collection
It closes.
Example is connected, (A, B), (B, C) and (C, B) is divided to the first interlock account group set, the first interlock account group collection
It may include 3 elements, i.e. the first interlock account group set={ (A, B), (B, C), (C, B) } in conjunction.It is also assumed that (B, C)
It is identical element with (C, B), the first interlock account group set={ (A, B), (B, C) } at this time, in the first interlock account group set
Include account information A, B and C, wherein since A and B has direct correlation relationship, there is direct correlation relationship therefore to recognize by C and B
There is indirect association relationship for A and C.
S204: judge to obtain the first judging result with the presence or absence of third interlock account group in the multiple interlock account group；
The third interlock account group and the first interlock account group set only have an identical account information.
In this specification embodiment, the third interlock account group and the first interlock account group set only have one
Identical account information is meant, only comprising the account in 1 the first interlock account group set in the third interlock account group
Family information.Example is connected, includes account information A, B and C in the first interlock account group set, due to including in multiple interlock account groups
Interlock account group (A, B), (B, C) and (C, B) in all comprising the account information in 2 the first interlock account group set,
The account letter in the first interlock account group set is not included in the interlock account group (D, E) for including in multiple interlock account groups
Therefore third interlock account group is not present in breath in multiple interlock account groups.
S205: when first judging result indicates that the third interlock account is not present in the multiple interlock account group
When group, according to the account information in the first interlock account group set, a second account information set is determined.
In this specification embodiment, the whole account informations that can will include in the first interlock account group set are determined
For account information included in a second account information set.It can also according to actual needs, by the first interlock account group
The part account information for including in set is determined as account information included in a second account information set.
Any one interlock account group in the multiple interlock account group is determined as the first association by the method in Fig. 2
Account group will have the account information of direct correlation relationship and indirect association relationship with the account information in the first interlock account group
It is divided in the first interlock account group set, to improve account information included in the second account information set determined
Belong to the accuracy of same registered users.
In this specification embodiment, it whether there is third interlock account group in the multiple interlock account group of judgement
Later, further includes:
When there are when the third interlock account group, the third interlock account group is drawn in the multiple interlock account group
Divide to the first interlock account group set, obtains updated first interlock account group set.
By the updated first interlock account group set, being back to step and judging is in the multiple interlock account group
It is no that there are third interlock account groups.
In this specification embodiment, the account information according in the first interlock account group set determines one
A second account information set, can specifically include:
The maximum account information of confidence level is determined from the first interlock account group set.
In this specification embodiment, can first it obtain from the database each in the first interlock account group set
The confidence level of account information, obtains confidence level set.The confidence level of the account information can be according to the account of account information
The type of family mark is preset, and is stored in the database.Specifically, when the type of the account identification of account information is hand
When machine, the confidence level of account information can be preset as 0.9, mean that account information belongs to the general of a registered users
Rate is 0.9；When the type of the account identification of account information is mailbox number, the confidence level of account information is 0.8.
Each account information in the first interlock account group set is arranged from big to small by the value of corresponding confidence level,
The maximum account information of confidence level is determined from the first interlock account group set.In practical application, described first
It may include the maximum account information of multiple confidence levels in interlock account group set, at this point it is possible to by the maximum account of confidence level
Any one in information is determined as the maximum account information of the confidence level.For example, when the type of account identification is cell-phone number
When, the confidence level of corresponding account information is maximum, and there are the types of two account identifications in the first interlock account group set
For the account information of cell-phone number, i.e. account information A and B, at this point it is possible to which any one in A or B is determined as the confidence level
Maximum account information.
Determine that other account informations of each item and the maximum account of the confidence level are believed in the first interlock account group set
The degree of association between breath.
Example is connected, if account information A is determined as the maximum account information of the confidence level, the first interlock account group
Other account informations of each item are the account informations in the first interlock account group set in addition to A in set.Calculating one by one
Being associated between other account informations of each item and the maximum account information of the confidence level in the first interlock account group set out
Degree；The value of the degree of association between one account information and the maximum account information of the confidence level is bigger, can indicate that the account believes
It is bigger that breath belongs to a possibility that maximum account information of the confidence level corresponding registered users.
The account information that the degree of association is greater than preset value is divided to the second account information set.
Example is connected, the preset value can be to be set according to actual needs.For example, setting zero for preset value.It will
Each calculated degree of association is compared with preset value, the account information that the degree of association is greater than preset value is divided to described
Second account information set.
In this specification embodiment, in determination the first interlock account group set other account informations of each item with
The degree of association between the maximum account information of confidence level, specifically includes:
It determines reliability corresponding to each interlock account group in the first interlock account group set, obtains reliability
Set.
It, can be according to the type of the account identification for including in each interlock account group and default in this specification embodiment
Rule determines corresponding reliability.Specifically, preset rules can be, when the type of the account identification in interlock account group is distinguished
When for cell-phone number and mailbox number, the corresponding reliability of interlock account group is 0.7；When the type of the account identification in interlock account group
Respectively cell-phone number and when identification card number, the corresponding reliability of interlock account group is 0.9；Account identification in interlock account group
Type when being respectively mailbox number and identification card number, the corresponding reliability of interlock account group is 0.8.
According to the confidence level set and the reliability set, determine in the first interlock account group set each item its
The degree of association between his account information and the maximum account information of the confidence level.
Specifically, as the first interlock account group set={ (A, B), (B, C), (C, B), (C, D), (B, E), (E, D) }, if
The confidence level of account information A, B, C, D, E are respectively 0.9,0.9,0.8,0.7 and 0.6, interlock account group (A, B), (B, C), (C,
B), (C, D), (B, E) and (E, D) corresponding reliability is respectively 0.9,0.8,0.8,0.7,0.7 and 0.6.
When two account informations belong to the same interlock account group, i.e., when two account informations are directly linked, can incite somebody to action
The confidence level of an account information in interlock account group, the confidence level of another account information are corresponding with the interlock account group
The product of reliability, the degree of association being determined as between two account informations in the interlock account group included.For example, account information B
Degree of association LERE (B, C)=0.9*0.9*0.9=0.729 between C；Degree of association LERE (C, D) between account information D and C=
0.8*0.7*0.7=0.392.
Due in the first interlock account group set there are two interlock account groups simultaneously include account information B and C, recognize at this time
Actual association system between account information B and C is likely larger than 0.729, at this point it is possible to determine the degree of association as the following formula, i.e., account is believed
Cease degree of association LERE (B, C)=0.729* (1+X* (T-1))=0.729* (1+0.05* (2-1))=0.765 between B and C.Its
In, 0.729 is there is only the associations when interlock account group that one includes B and C simultaneously, between BC in the first interlock account group set
Degree；When X is every interlock account group for more having one while including account information B and C in the first interlock account group set, account
The scaling up of the degree of association between information B and C；T be present in the first interlock account group set simultaneously comprising account information B and
The number of the interlock account group of C.
When two account informations in the first interlock account group set are not belonging to the same interlock account group, described two
Account information has indirect association relationship.When determining the degree of association between two account informations with indirect association relationship, first
Determine that two account informations of sening as an envoy to establish at least one second interlock account group set needed for indirect association relationship.
Example is connected, account information B and D are not belonging to the same interlock account group, the second interlock account group set determined
For { (B, C), (C, B), (C, D) }, or { (B, E), (E, D) }.
Using the account information in the second interlock account group set as node, in the second interlock account group set
It is associated comprising account information, obtains the associated path between the account information in the second interlock account group set.
Extract the first associated path between two account informations with indirect association relationship.
Example is connected, the first associated path extracted is B-C-D or B-E-D.
Determine the path distance of every first associated path；The path distance is first associated path
In include direct correlation account information between reliability product.
Connect example, when the first associated path be B-C-D, to the degree of association retain three effective digitals, the first associated path
Path distance=LERE (B, C) * LERE (C, D)=0.729*0.392=0.286.Alternatively, the path distance of the first associated path
=LERE (B, C) * LERE (C, D)=0.765*0.392=0.300.
When the first associated path is B-E-D, it is computed and obtains LERE (B, E)=0.378, LERE (E, D)=0.252,
Path distance=LERE (B, E) * LERE (E, D)=0.095 of first associated path.
The maximum value of first associated path is determined as corresponding two account informations with indirect association relationship
Between the degree of association.
Example is connected, the degree of association 0.300 being determined as between account information B and D.
In the present embodiment, determining any two are provided with the degree of association between the account information of direct correlation relationship
Method additionally provides method of the determining any two with the degree of association between the account information of indirect association relationship, by above-mentioned
Method can calculate the numerical value of the degree of association between account information, convenient for each account information and confidence level is understood more intuitively
The height for a possibility that maximum account information belongs to same registered users.
Based on same thinking, this specification embodiment additionally provides the corresponding device of the above method.Fig. 3 is this specification
A kind of structural schematic diagram of the associated apparatus for more accounts corresponding to Fig. 1 that embodiment provides.As shown in figure 3, the device can be with
Include:
Account information obtains module 301, for obtaining a plurality of account information from database；Every account information includes note
Volume information and account identification.
First account information set determining module 302, for according to a plurality of account information, determine at least one the
One account information set；For any one the first account information in the first account information set, first account
There are at least one the second account informations comprising partial content in first account information in information aggregate；First account
There is relevance between other account informations of each item and first account information in the information aggregate of family.
Personal account set determining module 303, for according to the account for including in each first account information set
Mark, determines personal account set.
Device in Fig. 3 can be associated the multiple account identifications for belonging to same position registered users, solve as
The problem of multiple accounts for belonging to same position registered users are associated by what.
This specification embodiment additionally provides a kind of associate device of more accounts corresponding to Fig. 1, comprising:
At least one processor；And
The memory being connect at least one described processor communication；Wherein,
The memory is stored with the instruction that can be executed by least one described processor, and described instruction is by described at least one
A processor executes, so that at least one described processor is able to carry out the embodiment of the correlating method of above-mentioned more accounts, specifically
Function realizes the explanation referred in embodiment of the method, and details are not described herein.
Equipment in above-described embodiment can be associated the multiple account identifications for belonging to same position registered users,
Solve the problems, such as how to be associated the multiple accounts for belonging to same position registered users.
Based on same thinking, this specification embodiment additionally provides a kind of computer readable storage medium, the calculating
It is stored with instruction on machine readable storage medium storing program for executing, the correlating method of above-mentioned more accounts can be realized when described instruction is executed by processor
Embodiment.
User's portrait is the important application of big data technology, and target is that retouching for user is established in many dimensions
The property stated tag attributes in turn, can be with to be sketched the contours using these tag attributes true personal characteristics various to user
It helps service provider to draw a portrait using user and excavates user demand, analyze user preference.More accounts that this specification embodiment provides
The account for belonging to same position registered users can be associated, to each determination by correlating method, device and the equipment at family
A label with uniqueness is arranged in personal account set out, does user for each personal account set determined
Analysis result accuracy can be improved in portrait and analysis.Any one account mark in personal account set can be used in user
Knowledge goes to obtain other account identifications in the personal account set, or uses any one account identification in personal account set
It goes to obtain account information corresponding to other account identifications in the personal account set, improves and obtain user related information
Convenience.
It should be noted that the terms "include", "comprise" or its any other variant are intended to the packet of nonexcludability
Contain, so that the process, method, commodity or the equipment that include a series of elements not only include those elements, but also including
Other elements that are not explicitly listed, or further include for this process, method, commodity or the intrinsic element of equipment.
In the absence of more restrictions, the element limited by sentence "including a ...", it is not excluded that including the element
Process, method, there is also other identical elements in commodity or equipment.
It will be understood by those skilled in the art that embodiments herein can provide as method, system or computer program product.
Therefore, complete hardware embodiment, complete software embodiment or embodiment combining software and hardware aspects can be used in the application
Form.It is deposited moreover, the application can be used to can be used in the computer that one or more wherein includes computer usable program code
The shape for the computer program product implemented on storage media (including but not limited to magnetic disk storage, CD-ROM, optical memory etc.)
Formula.
The above description is only an example of the present application, is not intended to limit this application.For those skilled in the art
For, various changes and changes are possible in this application.All any modifications made within the spirit and principles of the present application are equal
Replacement, improvement etc., should be included within the scope of the claims of this application.
Claims (10)
1. a kind of correlating method of more accounts characterized by comprising
A plurality of account information is obtained from database；Every account information includes registration information and account identification；
According to a plurality of account information, at least one first account information set is determined；For first account information
Any one the first account information in set there are at least one includes first account in the first account information set
Second account information of partial content in the information of family, other account informations of each item in the first account information set with it is described
There is relevance between first account information；
According to the account identification for including in each first account information set, personal account set is determined.
2. the method as described in claim 1, which is characterized in that described to determine at least one first account information set, tool
Body includes:
According to a plurality of account information, at least one second account information set is determined；For second account information
Any one third account information in set, in the second account information set there are at least one the 4th account information or
5th account information；The account identification of 4th account information is identical as the part registration information of the third account information；
The registration information of 5th account information includes the account identification of the third account information；The second account information set
In other account informations of each item and the third account information between have relevance；
One the second account information set is determined as the first account information set；Second account information
Set is corresponded with the first account information set.
3. method according to claim 2, which is characterized in that it is described after obtaining a plurality of account information in database, also
Include:
According to a plurality of account information, multiple interlock account groups are determined；Include one article the in each interlock account group
Six account informations and one article of the 7th account information；The account identification of 7th account information and the portion of the 6th account information
Divide registration information identical；
It is described according to a plurality of account information, determine at least one second account information set, specifically include:
According to the multiple interlock account group, at least one second account information set is determined.
4. method as claimed in claim 3, which is characterized in that it is described according to the multiple interlock account group, it determines at least
One the second account information set, specifically includes:
Any one interlock account group in the multiple interlock account group is determined as the first interlock account group；
The second interlock account group is determined from the multiple interlock account group；The second interlock account group and described first is closed
Join an account group at least identical account information；
The first interlock account group and the second interlock account group are divided to the first interlock account group set；
Judge to obtain the first judging result with the presence or absence of third interlock account group in the multiple interlock account group；The third
Interlock account group and the first interlock account group set only have an identical account information；
When first judging result indicates that the third interlock account group is not present in the multiple interlock account group, according to
Account information in the first interlock account group set determines a second account information set.
5. method as claimed in claim 4, which is characterized in that with the presence or absence of the in the multiple interlock account group of the judgement
After three interlock account groups, further includes:
When, there are when the third interlock account group, the third interlock account group being divided in the multiple interlock account group
First interlock account group set obtains updated first interlock account group set；
By the updated first interlock account group set, it is back to step and judges whether deposit in the multiple interlock account group
In third interlock account group.
6. method as claimed in claim 4, which is characterized in that the account according in the first interlock account group set
Information determines a second account information set, specifically includes:
The maximum account information of confidence level is determined from the first interlock account group set；
It determines in the first interlock account group set between other account informations of each item and the maximum account information of the confidence level
The degree of association；
The account information that the degree of association is greater than preset value is divided to the second account information set.
7. method as claimed in claim 6, which is characterized in that described to determine one from the first interlock account group set
Before a maximum account information of confidence level, further includes:
The confidence level for obtaining each account information in the first interlock account group set from the database, obtains confidence level
Set；
Other account informations of each item and the maximum account of the confidence level are believed in determination the first interlock account group set
The degree of association between breath, specifically includes:
It determines reliability corresponding to each interlock account group in the first interlock account group set, obtains reliability collection
It closes；
According to the confidence level set and the reliability set, other accounts of each item in the first interlock account group set are determined
The degree of association between family information and the maximum account information of the confidence level.
8. a kind of associated apparatus of more accounts characterized by comprising
Account information obtains module, for obtaining a plurality of account information from database；Every account information includes registration information
And account identification；
First account information set determining module, for determining at least one first account according to a plurality of account information
Information aggregate；For any one the first account information in the first account information set, the first account information collection
There are at least one the second account informations comprising partial content in first account information in conjunction；First account information
There is relevance between other account informations of each item and first account information in set；
Personal account set determining module, for according to the account identification for including in each first account information set, really
Determine personal account set.
9. a kind of associate device of more accounts characterized by comprising
At least one processor；And
The memory being connect at least one described processor communication；Wherein,
The memory is stored with the instruction that can be executed by least one described processor, and described instruction is by described at least one
It manages device to execute, so that at least one described processor is able to carry out the pass of more accounts as described in claim 1-7 any one
Linked method.
10. a kind of computer readable storage medium, instruction is stored on the computer readable storage medium, which is characterized in that
The correlating method of more accounts described in claim 1-7 any one is realized when described instruction is executed by processor.
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| CN201811627997.8A CN109739938A (en) | 2018-12-28 | 2018-12-28 | A kind of correlating method, device and the equipment of more accounts |
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| CN201811627997.8A CN109739938A (en) | 2018-12-28 | 2018-12-28 | A kind of correlating method, device and the equipment of more accounts |
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| CN201811627997.8A Pending CN109739938A (en) | 2018-12-28 | 2018-12-28 | A kind of correlating method, device and the equipment of more accounts |
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