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Method and device for label clustering of user communication consumption data

A technology for consuming data and tags, applied in the field of tag clustering, which can solve the problems of time consumption and space growth

Active Publication Date: 2020-03-06
CHINA MOBILE GROUP JIANGSU +1
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

However, with the introduction of big data technology, the amount of data and the types of labels have increased geometrically. The time and space consumed by the existing data label clustering methods have increased significantly, which has been difficult to meet the needs of the industry.

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  • Method and device for label clustering of user communication consumption data
  • Method and device for label clustering of user communication consumption data
  • Method and device for label clustering of user communication consumption data

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Embodiment Construction

[0010] In order to make the purpose, technical solutions and advantages of the embodiments of the present invention clearer, the technical solutions in the embodiments of the present invention will be clearly and completely described below in conjunction with the drawings in the embodiments of the present invention. Obviously, the described embodiments It is a part of embodiments of the present invention, but not all embodiments. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without creative efforts fall within the protection scope of the present invention.

[0011] Features and exemplary embodiments of various aspects of the invention will be described in detail below. In the following detailed description, numerous specific details are set forth in order to provide a thorough understanding of the present invention. It will be apparent, however, to one skilled in the art that the present invention ma...

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Abstract

The invention relates to a tag clustering method and device. The method includes the steps that an initial tag is selected from multiple tags, and a sub-tag cluster is formed by the initial tag, wherein the initial tag is the tag with the smallestaveragesimilarity with the other tags; iteration processing is executed to obtain a new tag, wherein the average similarity value of the new tag with all the tags in the sub-tag cluster is smallest and smaller than or equal to a preset threshold value, each time the new tag is obtained, the sub-tag cluster is updated with the new tag until the average similarity value of the new tag with all the tags in the sub-tag cluster is larger than the preset threshold value; the sub-tag cluster formed by all the tags obtained before the average similarity value of the new tag with all the tags in the sub-tag cluster is larger than the preset threshold value is used as a target tag cluster.

Description

technical field [0001] This application relates to the field of big data mining, and more specifically, to a method and device for label clustering. Background technique [0002] With the rapid development of Internet technology, data mining, especially the mining of big data, has become an important means for telecom operators to carry out marketing and decision support. In the past, due to the few types of events and the number of users, and the small amount of data, the existing data label clustering methods can meet the performance requirements for time and space. However, with the introduction of big data technology, the amount of data and the types of labels have increased geometrically. The time and space consumed by the existing data label clustering methods have increased significantly, which has been difficult to meet the needs of the industry. Contents of the invention [0003] According to one aspect of the present application, a method for label clustering is...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06F16/35G06F16/9535
CPCG06F16/35G06F16/9535G06F2216/03
Inventor 董琦琦郑建兵陈劼
Owner CHINA MOBILE GROUP JIANGSU