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User clustering method and apparatus

A user clustering and clustering technology, applied in text database clustering/classification, special data processing applications, structured data retrieval, etc. Multi-angle analysis, etc.

Active Publication Date: 2016-03-30
BEIJING UNIV OF POSTS & TELECOMM
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

In the prior art, data mining and clustering are only limited to one-dimensional angles, and it is impossible to analyze data in multiple dimensions and angles, so that the analysis and understanding of data are not comprehensive enough, which affects the clustering effect

Method used

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  • User clustering method and apparatus
  • User clustering method and apparatus
  • User clustering method and apparatus

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Embodiment Construction

[0053] The following will clearly and completely describe the technical solutions in the embodiments of the present invention with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are only some, not all, embodiments of the present invention. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the protection scope of the present invention.

[0054] Embodiments of the present invention provide a method and device for user clustering to analyze user data in multiple dimensions and angles, to analyze user data more comprehensively, and to obtain clustering results that meet actual conditions.

[0055] The present invention will be described in detail below through specific examples.

[0056] A user clustering method provided by an embodiment of the present invention, such as figure 1 As shown, it is...

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Abstract

Embodiments of the present invention disclose a user clustering method and apparatus. The method comprises: receiving a clustering request, wherein the clustering request carries a category of to-be-collected user data, and collecting user data according to the clustering request; processing the user data, to obtain main properties and affiliated properties of each user data, and obtaining multi-dimensional data corresponding to each main property according to all the affiliated properties; obtaining relevance between each main property and all the affiliated properties according to multi-dimensional data corresponding to each main property; and performing fuzzy clustering according to the relevance between each main property and all affiliated properties, to obtain a clustering result. According to the method, analysis may be performed on user data from multiple dimensions, so that a clustering result meeting an actual situation can be obtained.

Description

technical field [0001] The invention relates to the computer application field of data mining, in particular to a user clustering method and device. Background technique [0002] At present, the new data generated by human society every day is growing rapidly in the form of explosion. Real-time analysis and processing of these massive data and mining their internal relationships are issues of great concern to analysis and decision makers. For example, the development of information science in my country is very rapid, and scientific research projects, published papers, and patent applications are difficult to count. Analyze the relationship network between the knowledge data of these scientific research projects, papers, and patents, and predict future research hotspots in this technical field Or focus, which can help scientific research management departments to more effectively implement project management and approval, and open up new research hotspots for researchers in t...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F17/30
CPCG06F16/285G06F16/35G06F16/355
Inventor 牛凯杜帅
Owner BEIJING UNIV OF POSTS & TELECOMM
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