CN107196795A - A kind of efficient Internet user's management system - Google Patents
A kind of efficient Internet user's management system Download PDFInfo
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- CN107196795A CN107196795A CN201710353773.1A CN201710353773A CN107196795A CN 107196795 A CN107196795 A CN 107196795A CN 201710353773 A CN201710353773 A CN 201710353773A CN 107196795 A CN107196795 A CN 107196795A
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L41/00—Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks
- H04L41/04—Network management architectures or arrangements
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L41/00—Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks
- H04L41/18—Delegation of network management function, e.g. customer network management [CNM]
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Abstract
The invention provides a kind of efficient Internet user's management system, include the virtual Domain of at least two ranks, each virtual Domain is used to be managed the price bidding of one group of network user, and this group of network user is subset that the other virtual Domain of upper level is managed or the network user in whole system；Each virtual Domain also includes at least one keeper, for subordinate's virtual Domain according to its ownership virtual Domain of its rights management and the ownership virtual Domain；Information acquisition subsystem, the price bidding for obtaining the network user；Information management subsystem, for store and manage the ownership father field information of the virtual Domain, the network user the virtual domain information of ownership, the price bidding of the network user, the ownership virtual Domain of the keeper and authority information.Beneficial effects of the present invention are：By setting multistage virtual Domain, the efficient management to Internet user is realized.
Description
Technical field
The present invention relates to user management technical field, and in particular to a kind of efficient Internet user's management system.
Background technology
It is generally the Internet user of all accesses in a management system in the technical scheme of the existing management network user
Management all completed by the keeper with certain authority.Wherein, the authority of keeper is that system has been set,
The authority such as inquiry subscriber's account, modification user profile.
With the development of network technology and business, number of network users increases year by year.In actual applications, existing network
The technical scheme of user management can not meet the management of a large number of users, and the efficiency of management is low, management cost is high.
The content of the invention
In view of the above-mentioned problems, a kind of the present invention is intended to provide efficient Internet user's management system.
The purpose of the present invention is realized using following technical scheme：
There is provided a kind of efficient Internet user's management system, include the virtual Domain of at least two ranks, each is empty
Near-field is used to be managed the price bidding of one group of network user, and this group of network user is that the other virtual Domain of upper level is managed
Or in whole system the network user subset；
Each virtual Domain also includes at least one keeper, for according to its rights management, it to belong to virtual Domain and described
Belong to subordinate's virtual Domain of virtual Domain；
Information acquisition subsystem, the price bidding for obtaining the network user；
Information management subsystem, for storing and managing the ownership father field information of the virtual Domain, the network user
Belong to virtual domain information, the price bidding of the network user, the ownership virtual Domain of the keeper and authority information.
Beneficial effects of the present invention are：By setting multistage virtual Domain, the efficient management to Internet user is realized.
Brief description of the drawings
Using accompanying drawing, the invention will be further described, but the embodiment in accompanying drawing does not constitute any limit to the present invention
System, for one of ordinary skill in the art, on the premise of not paying creative work, can also be obtained according to the following drawings
Other accompanying drawings.
Fig. 1 is the structural representation of the present invention；
Fig. 2 is information acquisition subsystem structural representation of the present invention.
Reference：
Keeper 1, virtual Domain 2, data acquisition subsystem 3, information management subsystem 4, data acquisition module 31, data are pre-
Processing module 32, analysis module 33, evaluation module 34.
Embodiment
The invention will be further described with the following Examples.
Referring to Fig. 1, Fig. 2, a kind of efficient Internet user's management system of the present embodiment, including at least two ranks
Virtual Domain 2, each virtual Domain 2 is used to be managed the price bidding of one group of network user, and this group of network user is upper one
Subset that level virtual domain 2 is managed or the network user in whole system；
Each virtual Domain 2 also includes at least one keeper 1, for according to its rights management, it to belong to the He of virtual Domain 2
Subordinate's virtual Domain 2 of the ownership virtual Domain 2；
Information acquisition subsystem 3, the price bidding for obtaining the network user；
Information management subsystem 4, for the ownership father field information for storing and managing the virtual Domain 2, the network user
The information of ownership virtual Domain 2, the price bidding of the network user, the ownership virtual Domain 2 of the keeper 1 and authority information.
The present embodiment realizes the efficient management to Internet user by setting multistage virtual Domain.
It is preferred that, the virtual Domain 2 of at least one rank has multiple, belongs to the difference of the same virtual Domain 2
Between subordinate's virtual Domain 2, the common factor without the network user.
This preferred embodiment improves network users management efficiency.
It is preferred that, the authority of the keeper 1 is included：Create, change, deleting the information of the network user；Create, repair
Change, delete the information of subordinate's virtual Domain 2；The information of the keeper 1 create, changed, delete subordinate's virtual Domain 2.
This preferred embodiment specify that administrator right, further increase the efficiency of management.
It is preferred that, described information, which obtains subsystem 3, includes data acquisition module 31, data preprocessing module 32, analysis mould
Block 33 and evaluation module 34, the data acquisition module 31 are used to gather user's initial data, the data preprocessing module 32
Handled for user's initial data to collection, the analysis module 33 is used for the data after analyzing and processing, and obtains analysis
As a result, the evaluation module 34 is used to be estimated analysis result.
User's initial data of the data collecting module collected 31 is user's surf time data；
User's initial data of described pair of collection is handled, and is carried out using following steps：
Step 1, using smothing filtering method to initial data carry out denoising, obtain the data after denoising；
Step 2, the data after denoising are standardized,Number after being handled
According in formula, the data after a ' expression standardizations, a represents the data after denoising, amaxAnd aminRepresent the data after denoising
Maximum and minimum value, a0The average of the data after denoising is represented, s represents the standard deviation of the data after denoising；
Data after described pair of processing are analyzed, and are carried out using following steps：
Step 1, in units of two hours by one day 12 periods were divided into, obtain period set X={ Xi, i=1,
2 ..., 12, count user in one month and, in the average surf time of day part, obtain a 12 dimensional vector U：
In formula, U represents user's surf time distribution vector,Represent user in period XiThe average surf time accounts for total period
The percentage of average surf time；
Step 2, initialisation packet, are grouped according to the maximum online period to user, by user's maximum online period phase
Same user is divided into same group, obtains grouping set V={ Vk, k=1,2 ..., 12, user is in day part in statistical packet
The average surf time, obtain the vectorial V of 12 dimensionsk：
In formula, VkRepresent packet VkAnnual distribution vector, n represents to be grouped VkInterior number of users,Represent the use in packet
Family is in period XiIn average surf time percentage；
Step 3, packet distance between each packet is asked for, obtain initial packet distance matrix using each packet distance, respectively
Packet distance between packet is calculated using equation below：
In formula,WithPacket V is represented respectivelykAnd VlIn user in period XiIn average surf time percentage
Than；
The packet of step 4, combined distance recently, the packet after being updated updates distance matrix；
Step 5, repeat step 4, when grouping number is R, stop updating, the final packet of output；
Step 6, ask finally be grouped Annual distribution vector：In formula, WqWhen representing j-th of final packet
Between distribution vector, j ∈ 1,2 ..., R, NqRepresent final packet WqIn number of users, it is right according to the Annual distribution vector being finally grouped
User's internet behavior is analyzed.
The user's initial data gathered from network contains substantial amounts of redundancy and noise, it is impossible to be applied directly to analysis,
This preferred embodiment information acquisition subsystem sets data preprocessing module to pre-process data, eliminates in initial data
The substantial amounts of redundancy and noise contained, and data conversion is easy to subsequently analyze data for rational pattern of the input；
Analysis module is set, clustering object is grouped first, user time distribution vector is carried out by its maximum online period
Packet, has obtained grouping user Annual distribution vector, next packet has been clustered, and realizes to user's online period hobby
Final division.
It is preferred that, the grouping number R ∈ [3,5].
From clusters number, clusters number is too many, and cluster result is poor for the generality of object, clusters number very little,
Cluster result represents that the accuracy of object is poor, and this preferred embodiment is by selecting suitable grouping number, it is ensured that cluster is accurate
Improve operating efficiency simultaneously.
It is preferred that, the evaluation module 34 is estimated to analysis result, including the first assessment unit and second assesses single
Member,
First assessment unit is based on compactedness in final group result group and analysis result is estimated, specific to use
First evaluation factor：
In formula,Represent user n in period XiTotal period average surf time percentage shared by the average surf time,Represent final packet WqIn user in period XiIn average surf time percentage；DY is bigger, the analysis knot of acquisition
Fruit is better；
Discreteness is estimated to analysis result between second assessment unit is based on final packet group, specifically using second
Evaluation factor：
In formula,WithFinal packet W is represented respectivelyqAnd WrIn user in period XiIn the average surf time
Percentage,Represent final packet WqAnd WrIn coincidence period of the surf time in the preceding m period；DE is smaller, point of acquisition
Analyse result better.
The evaluation module of this preferred embodiment information acquisition subsystem is estimated in terms of two to analysis result, is obtained
Assessment result reliability it is higher, so, on the one hand ensure that the reliability of network user's price bidding, it is ensured that to net
Effective management of network user, on the other hand, the problem of being easy to find analysis module are improved more accurate to obtain in time
Price bidding analysis result.
Internet user is managed using efficient Internet user's management system of the invention, when virtual Domain rank takes
When 2,3,4,5,6, the efficiency of management and management cost are counted, compared compared with administrative skill, the beneficial effect of generation is such as
Shown in following table：
Finally it should be noted that the above embodiments are merely illustrative of the technical solutions of the present invention, rather than to present invention guarantor
The limitation of scope is protected, although being explained with reference to preferred embodiment to the present invention, one of ordinary skill in the art should
Work as understanding, technical scheme can be modified or equivalent substitution, without departing from the reality of technical solution of the present invention
Matter and scope.
Claims (8)
1. a kind of efficient Internet user's management system, it is characterized in that, include the virtual Domain of at least two ranks, each is empty
Near-field is used to be managed the price bidding of one group of network user, and this group of network user is that the other virtual Domain of upper level is managed
Or in whole system the network user subset；
Each virtual Domain also includes at least one keeper, for according to its rights management, it to belong to virtual Domain and the ownership
Subordinate's virtual Domain of virtual Domain；
Information acquisition subsystem, the price bidding for obtaining the network user；
Information management subsystem, ownership father field information, the ownership of the network user for storing and managing the virtual Domain
Virtual domain information, the price bidding of the network user, the ownership virtual Domain of the keeper and authority information.
2. efficient Internet user's management system according to claim 1, it is characterized in that, the institute of at least one rank
Stating virtual Domain has multiple, between the different subordinate's virtual Domains for belonging to the same virtual Domain, the common factor without the network user.
3. efficient Internet user's management system according to claim 2, it is characterized in that, the authority bag of the keeper
Contain：Create, change, deleting the information of the network user；The information create, changed, delete subordinate's virtual Domain；Create, change,
Delete the information of the keeper of subordinate's virtual Domain.
4. efficient Internet user's management system according to claim 3, it is characterized in that, described information obtains subsystem
Including data acquisition module, data preprocessing module, analysis module and evaluation module, the data acquisition module, which is used to gather, to be used
Family initial data, the data preprocessing module is used to handle user's initial data of collection, and the analysis module is used
In the data after analyzing and processing, analysis result is obtained, the evaluation module is used to be estimated analysis result.
5. efficient Internet user's management system according to claim 4, it is characterized in that, the data acquisition module is adopted
The user's initial data integrated is user's surf time data；
User's initial data of described pair of collection is handled, and is carried out using following steps：
Step 1, using smothing filtering method to initial data carry out denoising, obtain the data after denoising；
Step 2, the data after denoising are standardized,Data after being handled, formula
In, the data after a ' expression standardizations, a represents the data after denoising, amaxAnd aminRepresent the maximum of the data after denoising
Value and minimum value, a0The average of the data after denoising is represented, s represents the standard deviation of the data after denoising.
6. efficient Internet user's management system according to claim 5, it is characterized in that, the data after described pair of processing
Analyzed, carried out using following steps：
Step 1, in units of two hours by one day 12 periods were divided into, obtain period set X={ Xi, i=1,2 ..., 12,
Count user in one month and, in the average surf time of day part, obtain a 12 dimensional vector U：
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In formula, U represents user's surf time distribution vector,Represent user in period XiIt is average that the average surf time accounts for total period
The percentage of surf time；
Step 2, initialisation packet, are grouped according to the maximum online period to user, by user's maximum online period identical
User is divided into same group, obtains grouping set V={ Vk, k=1,2 ..., 12, user is in the flat of day part in statistical packet
The equal surf time, obtain the vectorial V of 12 dimensionsk：
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In formula, VkRepresent packet VkAnnual distribution vector, n represents to be grouped VkInterior number of users,Represent that the user in packet exists
Period XiIn average surf time percentage；
Step 3, packet distance between each packet is asked for, obtain initial packet distance matrix using each packet distance, each packet
Between packet distance using equation below calculate：
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In formula,WithPacket V is represented respectivelykAnd VlIn user in period XiIn average surf time percentage；
The packet of step 4, combined distance recently, the packet after being updated updates distance matrix；
Step 5, repeat step 4, when grouping number is R, stop updating, the final packet of output；
Step 6, ask finally be grouped Annual distribution vector：In formula, WqRepresent j-th of final packet time point
Cloth vector, j ∈ 1,2 ..., R, NqRepresent final packet WqIn number of users, according to be finally grouped Annual distribution vector to user
Internet behavior is analyzed.
7. efficient Internet user's management system according to claim 6, it is characterized in that, the grouping number R ∈ [3,
5]。
8. efficient Internet user's management system according to claim 7, it is characterized in that, the evaluation module is to analysis
As a result it is estimated, including the first assessment unit and the second assessment unit,
First assessment unit is based on compactedness in final group result group and analysis result is estimated, specifically using first
Evaluation factor：
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Show final packet WqIn user in period XiIn average surf time percentage；DY is bigger, and the analysis result of acquisition is better；
Discreteness is estimated to analysis result between second assessment unit is based on final packet group, specific to be assessed using second
The factor：
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In formula,WithFinal packet W is represented respectivelyqAnd WrIn user in period XiIn average surf time percentage
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Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201710353773.1A CN107196795A (en) | 2017-05-18 | 2017-05-18 | A kind of efficient Internet user's management system |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
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