Looking for breakthrough ideas for innovation challenges? Try Patsnap Eureka!

Website user rank division method

A user-level and website technology, applied in special data processing applications, instruments, electrical digital data processing, etc., can solve problems such as the lack of scientific methods

Inactive Publication Date: 2009-07-08
辽宁般若网络科技有限公司
View PDF0 Cites 19 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0002] At present, the website can only use simple indicators such as the number of PV (Page View) and the number of unique IP visits to understand the situation of user visits. There is still a lack of scientific methods for website user classification.

Method used

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
View more

Image

Smart Image Click on the blue labels to locate them in the text.
Viewing Examples
Smart Image
  • Website user rank division method
  • Website user rank division method
  • Website user rank division method

Examples

Experimental program
Comparison scheme
Effect test

Embodiment Construction

[0055] In order to facilitate the description of the present invention, in the following description:

[0056] P i Represents the number of PVs accessed by each user;

[0057] S i Represents the number of times each user visits the Session;

[0058] T i Represents the total length of visit and stay of each user;

[0059] n represents the number of users in statistical calculations;

[0060] R represents the number of categories to be divided into user levels;

[0061] i represents the i-th user, 1≤i≤n;

[0062] j represents the jth category; 1≤j≤R;

[0063] U i {p i , S i , T i } Represents the coordinates of the i-th user in the P, S, and T three-dimensional space;

[0064] Represents the center coordinates of the j-th category in the P, S, and T three-dimensional space.

[0065] The method of categorizing website users must first determine which technical indicators are used to measure the degree of user preference for the website. The selected indicators should directly refle...

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to View More

PUM

No PUM Login to View More

Abstract

The invention relates to a method of classifying and dividing users used in an Internet website, which comprises the following steps: (1) access records are filtered and the influence of spider access and artificial attack access is eliminated at first; (2) access browsing times in a certain time P, access times S and total length of access duration time T for each user are calculated, so as to form a three-dimensional clustering space P, S and T; and (3) classification grades of users are confirmed through the clustering calculation for users. The invention breaks through a classical cluster algorithm algorithmically, does not need class-center conversion, and achieves the clustering at a time; in addition, the division method is ingenious and succinct, the computation amount is greatly reduced, the calculation speed is enhanced, and the interpretability and the practicability are very strong.

Description

Technical field: [0001] The invention relates to a user classification and division method for Internet websites. Background technique: [0002] Nowadays, websites can only use simple indicators such as the number of page views PV (Page View) and the number of unique IPs to be observed for the understanding of user visits. There is still a lack of scientific methods for the classification of website users. [0003] For large websites, a large number of users visit the website every day. How to rank the users who visit the website? What indicators and classification methods can be used to distinguish users scientifically and accurately? How to find the characteristics of different user groups and the boundaries between user groups? Based on this, targeted effective service and management for different users is an important part of website management, and its core is user classification management. Summary of the invention: [0004] In order to solve the above-mentioned problems, ...

Claims

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to View More

Application Information

Patent Timeline
no application Login to View More
IPC IPC(8): G06F17/30
Inventor 刘峰
Owner 辽宁般若网络科技有限公司
Who we serve
  • R&D Engineer
  • R&D Manager
  • IP Professional
Why Patsnap Eureka
  • Industry Leading Data Capabilities
  • Powerful AI technology
  • Patent DNA Extraction
Social media
Patsnap Eureka Blog
Learn More
PatSnap group products

Browse by: Latest US Patents, China's latest patents, Technical Efficacy Thesaurus, Application Domain, Technology Topic, Popular Technical Reports.

© 2024 PatSnap. All rights reserved.Legal|Privacy policy|Modern Slavery Act Transparency Statement|Sitemap|About US| Contact US: help@patsnap.com