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A method, device and computing device for classifying users and content

A content type, user type technology, applied in computing, computer parts, character and pattern recognition, etc., can solve problems such as large amount of iterative calculation

Active Publication Date: 2017-12-12
BEIJING QIERBULAITE TECH
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

However, to classify content according to these algorithms, there should be many attributes of the content first, and when using these algorithms, the amount of iterative calculation is very large

Method used

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  • A method, device and computing device for classifying users and content
  • A method, device and computing device for classifying users and content
  • A method, device and computing device for classifying users and content

Examples

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Embodiment Construction

[0029] Exemplary embodiments of the present disclosure will be described in more detail below with reference to the accompanying drawings. Although exemplary embodiments of the present disclosure are shown in the drawings, it should be understood that the present disclosure may be embodied in various forms and should not be limited by the embodiments set forth herein. Rather, these embodiments are provided for more thorough understanding of the present disclosure and to fully convey the scope of the present disclosure to those skilled in the art.

[0030] The scheme adopted in the embodiment of the present invention is to carry out bi-clustering analysis on website users and content, and its realization principle is as follows:

[0031] Consider the user and content as two independent point sets of the bipartite graph, the user as the left point set L, the content as the right point set R, and the user's visits to the content as the weight on the edge. The goal is to combine a...

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Abstract

The present invention disclosed a method, device and computing device that classified users and content.The device includes: initialization module, suitable for specifying a user for each user type, specifying one content for each content type; the access volume calculation module, suitable for calculating the first access volume of each user type to each content, each user of each userFor the second visits of each type type and the third access volume of each user type to each content type; the similarity calculation module is suitable for the second visits and the third access volume, calculate the types of each user and the type of each user and the types of each user typeSimilarity, calculate the similarity between each content and the type of content according to the number of visits and the number of third access; the classification module is suitable for each user, select the user type with the highest similarity as the user as the user’sUser type, for each content, select the content type with the highest similarity as it as the content type of the content.

Description

technical field [0001] The invention relates to the fields of computers and the Internet, in particular to a method, device and computing equipment for classifying users and contents. Background technique [0002] The website's analysis of user access content can provide reference for website content construction and operation. In terms of content construction, it is possible to further cooperate with merchants or find business opportunities based on the products with faster growth in user visits. In terms of user services, targeted recommendations can be made to users based on the products they are interested in. In terms of operation management, the cost-benefit level of each content type of the website can be converted according to the level of income brought to the website owner by different user types. Wherein, the website content may be all content displayed to users by the website, such as website pages, user posts, website categories, commodity names, and commodity...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06F17/30
CPCG06F18/23211
Inventor 胡勇
Owner BEIJING QIERBULAITE TECH
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