CN103731284B - Associate the method and system of multiple network account - Google Patents
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- CN103731284B CN103731284B CN201210384429.6A CN201210384429A CN103731284B CN 103731284 B CN103731284 B CN 103731284B CN 201210384429 A CN201210384429 A CN 201210384429A CN 103731284 B CN103731284 B CN 103731284B
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Abstract
A kind of method associating multiple network account, comprises the following steps: obtain the log recording comprising terminal iidentification and network account；The binding relationship data of terminal iidentification and network account are counted, the binding natural law in the described binding relationship packet preset period of time containing terminal iidentification, network account and correspondence according to described log recording；Described binding natural law terminal iidentification in preset range and network account are associated.The method using the multiple network account of this association, it is possible to the network account that same user is used in heterogeneous networks application is associated, the accuracy of the network behavior feature obtaining user can be improved, be more beneficial for the popularization of network application.Additionally, additionally provide a kind of system associating multiple network account.
Description
Technical field
The present invention relates to field of computer technology, particularly relate to a kind of method and system associating multiple network account.
Background technology
Along with the development of Internet technology, network application emerges in an endless stream, and user accesses different network applications and generally requires
Log in different network accounts, such as instant messaging account number, phone number, account No., Email account number etc..Browser is to visit
Ask the window of network application, during using browser, often log in multiple account number, and a lot of network account is the most all
Belong to same natural person had.In conventional art, each network account of same natural person is independent each other
, these multiple network accounts can not be associated so that between various network applications, also there is no relatedness.For some
For user, can not more fully get its network behavior feature, be unfavorable for the popularization of network application.
Summary of the invention
Based on this, it is necessary to provide a kind of method and system associating multiple network account, the net obtaining user can be improved
The accuracy of network behavior characteristics, is more beneficial for the popularization of network application.
A kind of method associating multiple network account, comprises the following steps:
Obtain the log recording comprising terminal iidentification and network account；
The binding relationship data of terminal iidentification and network account, described binding relationship number is counted according to described log recording
According to the binding natural law in the preset period of time comprising terminal iidentification, network account and correspondence；
Described binding natural law terminal iidentification in preset range and network account are associated.
A kind of system associating multiple network account, including:
Log acquisition module, for obtaining the log recording comprising terminal iidentification and network account；
Statistical module, for counting the binding relationship data of terminal iidentification and network account according to described log recording,
Binding natural law in the described binding relationship packet preset period of time containing terminal iidentification, network account and correspondence；
Relating module, for being associated described binding natural law terminal iidentification in preset range and network account.
The method and system of the multiple network account of above-mentioned association, is identified and net by carried terminal in web access requests
Network account number, network application can produce the log recording comprising terminal iidentification and network account, root when processing web access requests
The binding relationship data of terminal iidentification and network account are counted according to log recording, and then by binding natural law in preset range
Terminal iidentification and network account associate.Owing to can will there is multiple terminal iidentifications of binding relationship and multiple network account
Associating, these terminal iidentifications of association and network account belong to same user, therefore can be by same user's
Heterogeneous networks association gets up, it is thus possible to improve the accuracy of the network behavior feature obtaining user, being more beneficial for network should
Popularization.
Accompanying drawing explanation
Fig. 1 is the schematic flow sheet of the method associating multiple network account in an embodiment；
Fig. 2 is to show have the terminal iidentification of incidence relation and the schematic diagram of network account；
Fig. 3 is the structural representation of the system associating multiple network account in an embodiment；
Fig. 4 is the structural representation of the system associating multiple network account in another embodiment；
Fig. 5 is the structural representation of the system associating multiple network account in another embodiment.
Detailed description of the invention
As it is shown in figure 1, in one embodiment, a kind of method associating multiple network account, including:
Step S 10, obtains the log recording comprising terminal iidentification and network account.
It is automatically generated for uniquely identifying the terminal iidentification (GUID) of terminal when terminal installs browser instrument.At one
In embodiment, terminal iidentification is server ip address, timestamp and the combination from increasing sequence number, can be the character string of 32.
When accessing webpage by browser instrument, terminal can submit to web access requests to server, further, incites somebody to action eventually
End mark joins in HTTP request head, and server receives HTTP request head, then can extracting directly terminal iidentification therein.When
After browser instrument logging in network account number, web access requests also carries network account.Network application server connects
Receive web access requests, web access requests can be processed, and generate the log recording of correspondence, this log recording wraps
Contain the behavioral data formed by browser access webpage, specifically include terminal iidentification and network account.Concrete, often
Receive a web access requests, then generate a log recording of correspondence.Owing to web access requests carrying terminal
Mark and network account, therefore log recording is the data that terminal iidentification and network account have binding behavior.
Step S20, counts the binding relationship data of terminal iidentification and network account, this binding relationship according to log recording
Binding natural law in the packet preset period of time containing terminal iidentification, network account and correspondence.
In the present embodiment, also comprising the date in log recording, this date is the binding date of terminal iidentification and network account,
Therefore terminal iidentification and the network account binding natural law in preset period of time can be counted according to log recording.Preferably, preset
Period can be 31 days.Such as, the binding relationship data counting terminal iidentification GUID1 and network account QQ1 are: GUID1, QQ1,
20 days；The binding relationship data counting terminal iidentification GUID2 and network account QQ1 are: GUID2, QQ1,10 day.
In one embodiment, step S20 includes: count terminal iidentification, network account, every day according to log recording
Binding number of times and binding date；Collect the binding number of times in the preset period of time of terminal iidentification, network account and correspondence and binding
Natural law.
Concrete, often receive a web access requests, then generate a log recording of correspondence.Can every day to daily record
Record is added up, and terminal iidentification and network account have a log recording then to represent this terminal iidentification and network account once
Binding behavior, then count the binding number of times of this terminal iidentification and network account every day be have both every days binding behavior time
Number.Therefore, terminal iidentification, network account, the binding number of times of every day and binding date can be counted according to log recording.Such as,
The binding number of times counting terminal iidentification GUID1 and network account QQ1 every day is 20 times, and the binding date is 2012.9.20.
Further, the data come out are collected, obtain the binding relationship number of terminal iidentification and network account
According to, the binding number of times in specially terminal iidentification has the network account of binding relationship, corresponding preset period of time with terminal iidentification
With binding natural law.Such as, preset period of time is 31 days, then can collect this terminal iidentification and network in 31 days with binding relationship
Binding number of times corresponding to account number and binding natural law.Such as, collect obtain 31 days in terminal iidentification GUID1 and network account QQ1
Binding number of times is 60 times, and total binding natural law is 10 days, and binding natural law is 6 days continuously, and data mode can be: GUID1, QQ1,60 |
10|6。
Step S30, is associated binding natural law terminal iidentification in preset range and network account.
Concrete, binding natural law is more than or equal to preset value, then it is assumed that have terminal iidentification and the network account of binding relationship
All being likely to belong to same user, terminal iidentification and network account that therefore these can have binding relationship are associated,
Natural law will be bound merge more than or equal to the terminal iidentification of preset value and the binding relationship data of network account.
In one embodiment, binding natural law comprises the total binding natural law in preset period of time and/or binds natural law continuously, then
In step S30, or natural law terminal in the second preset range can be bound always binding natural law continuously in the first preset range
Mark and network account are associated.
Total binding natural law or continuously binding natural law exceed certain value, then it is assumed that have terminal iidentification and the network of binding relationship
Account number is likely to belong to same user.Preferably, can arrange the first preset range is more than or equal to 10 days, the second preset range
For more than or equal to 5 days.Such as, can be by " GUID1, QQ1,60 | 10 | 6 " and the binding relationship data of " GUID2, QQ2,20 | 8 | 7 "
Merge, will have the terminal iidentification GUID1 and network account QQ1 of binding relationship and the terminal iidentification with binding relationship
GUID2 and network account QQ2 associates, terminal iidentification GUID1, terminal iidentification GUID2, network account QQ1 and network account
QQ2 belongs to same user.
In one embodiment, associate in the method for multiple network account may further comprise the step of: acquisition preset period of time and have
Binding weight corresponding to the terminal iidentification of binding relationship and network account；Binding weight is more than or equal to the terminal iidentification of threshold value
It is associated with network account.
Concrete, in one embodiment, every in also can calculating preset period of time according to the time interval of distance current time
It weighted value；Then there is in this preset period of time the binding weight corresponding to the terminal iidentification of binding relationship and network account
For: there is in preset period of time the weighted value sum corresponding to the terminal iidentification of binding relationship and the binding date of network account.
Further, can according to equation below calculate every day weighted value:
The time interval of weighted value=exp(-decline coefficient x distance current time)
Wherein, decline coefficient can be preferably 0.05.
Such as, current time is July 1, and the weighted value being calculated every day according to above-mentioned formula is as shown in table 1:
Table 1
| Date | Interval natural law | The same day weight |
| 20120701 | 0 | 0.95 |
| 20120630 | 1 | 0.90 |
| 20120629 | 2 | 0.86 |
| 20120628 | 3 | 0.82 |
| ... | ... | |
| 20120603 | 29 | 0.23 |
| 20120602 | 30 | 0.22 |
| 20120601 | 31 | 0.21 |
As shown in Table 1, then the weighted value the closer to current time is the biggest, and distance current time is the most remote, then fail more
Hurry up.
Further, the weight corresponding to the date of the binding with the terminal iidentification of binding relationship and network account is obtained
Value, and these weighted values obtained are added, obtain binding weight, and then the weight terminal iidentification more than or equal to threshold value will be bound
Associate with network account.Preferably, threshold value can be redefined for 3.21.
Such as, the binding date of terminal iidentification GUID3 and network account QQ3 is 20120701,20120630,20120629
With 20120628, then the weighted value corresponding to these dates is added, i.e. 0.95+0.90+0.86+0.82 obtains terminal iidentification
The binding weight of GUID3 and network account QQ3 is 3.53, more than threshold value.It addition, also obtain terminal iidentification GUID4 and network account
The binding weight of number QQ3 also greater than threshold value, then can just have the terminal iidentification GUID3 and network account QQ3 of binding relationship with
The terminal iidentification GUID4 and network account QQ3 with binding relationship associate.
In one embodiment, the terminal iidentification with binding relationship and the network account of association are stored.Enter one
Step, the terminal iidentification carried with web access requests can be obtained there is terminal iidentification and the network account of incidence relation；Issue
The terminal iidentification acquired and network account.
Concrete, owing to according to the method described above the terminal iidentification with binding relationship being associated with network account,
These terminal iidentifications i.e. associated and network account all belong to same user, according to one of them terminal iidentification
Obtain terminal iidentification associated with it and network account.After obtaining web access requests, owing to web access requests carrying
Terminal iidentification, can obtain the other-end mark and network account associated with this terminal iidentification.
Further, the associated data comprising the terminal iidentification carried in web access requests can be shown, this pass
Connection data are the multiple terminal iidentifications and multiple network account associated.As in figure 2 it is shown, the associated data shown comprises
GUID-1、GUID-2、GUID-3、GUID-4、QQ-1、QQ-2。
As it is shown on figure 3, in one embodiment, a kind of system associating multiple network account, including log acquisition module
10, statistical module 20 and relating module 30, wherein:
Log acquisition module 10 is for obtaining the log recording comprising terminal iidentification and network account.
It is automatically generated for uniquely identifying the terminal iidentification (GUID) of terminal when terminal installs browser instrument.At one
In embodiment, terminal iidentification is server ip address, timestamp and the combination from increasing sequence number, can be the character string of 32.
When accessing webpage by browser instrument, terminal can submit to web access requests to server, further, incites somebody to action eventually
End mark joins in HTTP request head, and acquisition request module 10 receives HTTP request head, then can extracting directly end therein
End mark.After by browser instrument logging in network account number, web access requests also carries network account.
Network application server receives web access requests, can process web access requests, and generate correspondence
Log recording, this log recording is contained the behavioral data formed by browser access webpage, specifically includes end
End mark and network account.Concrete, often receive a web access requests, then generate a log recording of correspondence.By
Carrying terminal iidentification and network account in web access requests, therefore log recording is terminal iidentification and network account has
The data of binding behavior.Further, log acquisition module 20 obtains log recording from network application server.
Statistical module 20 for counting the binding relationship data of terminal iidentification and network account according to log recording, and this is tied up
Determine the binding natural law in the preset period of time that relation data comprises terminal iidentification, network account and correspondence.
In the present embodiment, also comprising the date in log recording, this date is the binding date of terminal iidentification and network account,
Therefore statistical module 20 can count terminal iidentification and the network account binding natural law in preset period of time according to log recording.Excellent
Choosing, preset period of time can be 31 days.
Relating module 30 is for binding binding natural law terminal iidentification in preset range and network account.
Concrete, binding natural law is more than or equal to preset value, then it is assumed that have terminal iidentification and the network account of binding relationship
All being likely to belong to same user, therefore these can be had terminal iidentification and the network account of binding relationship by relating module 30
It is associated, natural law will be bound and close more than or equal to the terminal iidentification of preset value and the binding relationship data of network account
And.
In one embodiment, statistical module 20 is for counting terminal iidentification, network account, every day according to log recording
Binding number of times and binding the date；Collect the binding number of times in the preset period of time of terminal iidentification, network account and correspondence and tie up
Determine natural law.
Concrete, network application server often receives a web access requests, then generate a daily record note of correspondence
Record.Log recording can be added up every day by statistical module 20, and terminal iidentification and network account have a log recording then to represent
This terminal iidentification and network account once bind behavior, then count the binding number of times of this terminal iidentification and network account every day
There is the number of times of binding behavior for both every days.Therefore, statistical module 20 can count terminal iidentification, network according to log recording
Account number, the binding number of times of every day and binding date.
Further, statistical module 20, for collecting the data come out, obtains terminal iidentification and network account
Number binding relationship data, specially terminal iidentification have with terminal iidentification binding relationship network account, corresponding default time
Binding number of times in Duan and binding natural law.Such as, preset period of time is 31 days, then can collect this and have binding relationship in 31 days
Binding number of times corresponding to terminal iidentification and network account and binding natural law.
In one embodiment, binding natural law comprises the total binding natural law in preset period of time and/or binds natural law continuously.Close
Gang mould block 30 can be used for always binding natural law in the first preset range or continuously binding natural law end in the second preset range
End mark and network account are associated.
Total binding natural law or continuously binding natural law exceed certain value, then it is assumed that have terminal iidentification and the network of binding relationship
Account number is likely to belong to same user.Preferably, can arrange the first preset range is more than or equal to 10 days, the second preset range
For more than or equal to 5 days.
In one embodiment, as shown in Figure 4, the system associating multiple network account also includes binding Weight Acquisition module
40, there is in obtain preset period of time the binding weight corresponding to the terminal iidentification of binding relationship and network account.This enforcement
In example, relating module 30 is additionally operable to be associated binding weight more than or equal to terminal iidentification and the network account of threshold value.
Concrete, in one embodiment, binding Weight Acquisition module 40 can be used for the time according to distance current time
The weighted value of every day in interval calculation preset period of time；Then there is in this preset period of time terminal iidentification and the network account of binding relationship
Number corresponding binding weight by: the binding date in preset period of time with the terminal iidentification of binding relationship and network account is right
The weighted value sum answered.
Further, binding Weight Acquisition module 40 can according to equation below calculate every day weighted value:
The time interval of weighted value=exp(-decline coefficient x distance current time)
Wherein, decline coefficient can be preferably 0.05.
Further, binding Weight Acquisition module 40 is for obtaining the terminal iidentification with binding relationship and network account
Binding weighted value corresponding to the date, and these weighted values obtained are added, obtain binding weight.Then relating module 30 and then
Binding weight is associated more than or equal to terminal iidentification and the network account of threshold value.Preferably, threshold value can be redefined for
3.21。
In one embodiment, as it is shown in figure 5, the system associating multiple network account also includes incidence relation acquisition module
50 and issue module 60, wherein:
Incidence relation acquisition module 50 has incidence relation for obtaining the terminal iidentification carried with web access requests
Terminal iidentification and network account.
Issue terminal iidentification and network account that module 60 obtains for issuing incidence relation acquisition module 50.
Concrete, owing to the terminal iidentification with binding relationship is associated with network account, i.e. associate
These terminal iidentifications and network account all belong to same user, i.e. can be associated with according to one of them terminal iidentification
Terminal iidentification and network account.After incidence relation acquisition module 50 can be used for obtaining web access requests, due to web page access
Request carries terminal iidentification, the other-end mark and network account associated with this terminal iidentification can be obtained.
Further, by terminal, the associated data comprising the terminal iidentification carried in web access requests can be opened up
Showing, this associated data is the multiple terminal iidentifications associated and multiple network account (as shown in Figure 2).
The method and system of the multiple network account of above-mentioned association, can will have multiple terminal iidentifications of binding relationship with many
Individual network account associates, and i.e. can multiple terminal iidentifications and network account is aggregated into same user, for same
For one user, its network account in different network applications can be associated, and when getting one of them
Terminal iidentification, can show other-end associated with it mark and network account to user.
The method and system of the multiple network account of above-mentioned association, can apply to user network behaviors feature analysis, due to
Same user network account in heterogeneous networks application can be associated, therefore, it can obtain same user in difference
Network behavior feature in network application, improves the accuracy obtaining user network behaviors feature.Further, can be for
Network behavior feature carries out the popularization of network application recommendation, beneficially network application to user more accurately.
One of ordinary skill in the art will appreciate that all or part of flow process realizing in above-described embodiment method, be permissible
Instructing relevant hardware by computer program to complete, described program can be stored in a computer read/write memory medium
In, this program is upon execution, it may include such as the flow process of the embodiment of above-mentioned each method.Wherein, described storage medium can be magnetic
Dish, CD, read-only store-memory body (Read-Only Memory, ROM) or random store-memory body (Random Access
Memory, RAM) etc..
Embodiment described above only have expressed the several embodiments of the present invention, and it describes more concrete and detailed, but also
Therefore the restriction to the scope of the claims of the present invention can not be interpreted as.It should be pointed out that, for those of ordinary skill in the art
For, without departing from the inventive concept of the premise, it is also possible to make some deformation and improvement, these broadly fall into the guarantor of the present invention
Protect scope.Therefore, the protection domain of patent of the present invention should be as the criterion with claims.
Claims (12)
1. the method associating multiple network accounts, comprises the following steps:
Obtain the log recording comprising terminal iidentification and network account；
The binding relationship data of terminal iidentification and network account, described binding relationship packet is counted according to described log recording
Binding natural law in preset period of time containing terminal iidentification, network account and correspondence；
The described binding natural law terminal iidentification with binding relationship in preset range and network account are associated.
Method the most according to claim 1, it is characterised in that described binding natural law comprises always binds sky in preset period of time
Count and/or bind natural law continuously；
Described the step that binding natural law terminal iidentification in preset range and network account are associated is included:
Or natural law terminal iidentification in the second preset range and net is bound continuously in the first preset range by always binding natural law
Network account number is associated.
Method the most according to claim 1, it is characterised in that described count terminal iidentification and network according to log recording
The step of the binding relationship data of account number includes:
Terminal iidentification, network account, the binding number of times of every day and binding date is counted according to log recording；
Collect the binding number of times in the preset period of time of terminal iidentification, network account and correspondence and binding natural law.
Method the most according to claim 3, it is characterised in that described method also includes:
Obtain in preset period of time the binding weight having corresponding to the terminal iidentification of binding relationship and network account；
Binding weight is associated more than or equal to terminal iidentification and the network account of threshold value.
Method the most according to claim 4, it is characterised in that there is in described acquisition preset period of time the terminal of binding relationship
The step of mark and the binding weight corresponding to network account includes:
The weighted value of every day in time interval calculating preset period of time according to distance current time；
Obtaining described binding weight is to have the terminal iidentification of binding relationship and the binding date institute of network account in preset period of time
Corresponding weighted value sum.
Method the most according to claim 1, it is characterised in that described method also includes:
Obtain the terminal iidentification carried with web access requests and there is terminal iidentification and the network account of incidence relation；
Issue the terminal iidentification and network account acquired.
7. the system associating multiple network accounts, it is characterised in that including:
Log acquisition module, for obtaining the log recording comprising terminal iidentification and network account；
Statistical module, for counting the binding relationship data of terminal iidentification and network account according to described log recording, described
Binding natural law in the binding relationship packet preset period of time containing terminal iidentification, network account and correspondence；
Relating module, for by the described binding natural law terminal iidentification with binding relationship in preset range and network account
It is associated.
System the most according to claim 7, it is characterised in that described binding natural law includes always binding sky in preset period of time
Count and/or bind natural law continuously；
Described relating module or binds natural law in the first preset range in the second preset range continuously for will always bind natural law
Interior terminal iidentification and network account are associated.
System the most according to claim 7, it is characterised in that described statistical module is for counting end according to log recording
End mark, network account, the binding number of times of every day and binding date；Collect presetting of terminal iidentification, network account and correspondence
Binding number of times in period and binding natural law.
System the most according to claim 9, it is characterised in that described system also includes:
Binding Weight Acquisition module, has corresponding to terminal iidentification and the network account of binding relationship in obtaining preset period of time
Binding weight；
Described relating module is additionally operable to be associated binding weight more than or equal to terminal iidentification and the network account of threshold value.
11. systems according to claim 10, it is characterised in that described binding Weight Acquisition module is for working as according to distance
The weighted value of every day in the time interval calculating preset period of time of front time；Obtaining described binding weight is to have in preset period of time to tie up
Determine the binding of the terminal iidentification of relation and the network account weighted value sum corresponding to the date.
12. systems according to claim 7, it is characterised in that described system also includes:
Incidence relation acquisition module, the terminal iidentification for carrying according to web access requests has the terminal iidentification of incidence relation
And network account；
Issue module, for issuing terminal iidentification and the network account that described incidence relation acquisition module obtains.
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