Group dividing method and device based on network user behavior

A technology for dividing network users and groups, applied in data exchange networks, special data processing applications, instruments, etc., can solve problems such as limited application range, excessive program complexity, unfavorable multi-service cross-use, etc., to expand the scope of application Effect

Inactive Publication Date: 2011-07-27
BEIJING UNIV OF POSTS & TELECOMM
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Problems solved by technology

[0003] The user group division method in the prior art is mainly based on the logical link division method based on LM (Link Mining), which is not conducive to the cross-use of multiple services in the telecommunications network, and the situation of multiple Internet and non-Internet users At the same time, the excessive program complexity also limits the scope of application of this method

Method used

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  • Group dividing method and device based on network user behavior
  • Group dividing method and device based on network user behavior
  • Group dividing method and device based on network user behavior

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Embodiment Construction

[0016] Embodiments of the present invention will be described in detail below in conjunction with the accompanying drawings.

[0017] see figure 1 , is a flowchart of an embodiment of the method for realizing network selection in the present invention, including the following steps:

[0018] Step 101: determining a behavior characteristic parameter set;

[0019] Step 102: Construct a user type space according to the determined behavior characteristic parameter set;

[0020] Step 103: Read data from the user behavior server, normalize various parameters of each user, form a user constellation diagram in the user type space, initialize each point in the constellation diagram and determine the detection range, according to the The distance between the points within the point detection range and itself is calculated to calculate the moving distance vector, and at the same time, the detection range is updated according to the moving distance vector, and the above steps are repeat...

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Abstract

The invention discloses a group dividing method and a device based on network user behavior. The method comprises the following steps: determining a behavior characteristic parameter set according to user requirement; constructing a user type space according to the determined behavior characteristic parameter set; reading data from a user behavior server, normalizing various parameters of each user, forming a user constellation diagram in the user type space, initializing each point in the constellation diagram, and determining a searching range; calculating a moving distance vector according to the distance from points in the searching range of the point to the point, and updating the searching range according to the moving distance vector; repeating the performed steps until all points are fixed; and forming a user group by adjacent points according to the initial searching range.

Description

technical field [0001] The invention relates to the field of network user behavior analysis, in particular to a method and device for analyzing user business behavior characteristics and rules. Background technique [0002] At present, with the rapid increase of Internet users, Internet services are also enriched, and different services correspond to different groups of people. Therefore, to make a service more suitable for its corresponding users, it is necessary to divide the users who use the service into groups, and then improve the existing services in a targeted manner according to different user groups. User group segmentation technology is a key technology for future user behavior analysis. [0003] The user group division method in the prior art is mainly based on the logical link division method based on LM (Link Mining), which is not conducive to the cross-use of multiple services in the telecommunications network, and the situation of multiple Internet and non-I...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F17/30H04L12/24
Inventor 崔鸿雁陈睿杰蔡云龙刘韵洁陈建亚冯辰谢明志
Owner BEIJING UNIV OF POSTS & TELECOMM
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