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Family group identification method, device and equipment and computer readable storage medium

An identification method and identification device technology, which are applied in the field of data processing and can solve the problems of low accuracy rate of family group identification scheme and the like

Active Publication Date: 2020-08-07
CHINA MOBILE COMM LTD RES INST +1
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0007] The purpose of the present invention is to provide a family group identification method, device, equipment and computer-readable storage medium to solve the problem of low accuracy of the family group identification scheme in the prior art

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  • Family group identification method, device and equipment and computer readable storage medium
  • Family group identification method, device and equipment and computer readable storage medium
  • Family group identification method, device and equipment and computer readable storage medium

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Embodiment Construction

[0088] In order to make the technical problems, technical solutions and advantages to be solved by the present invention clearer, the following will describe in detail with reference to the drawings and specific embodiments.

[0089] The present invention aims at the problem of low accuracy of the family group identification scheme in the existing technology, and provides a family group identification method, such as figure 1 shown, including:

[0090] Step 11: Obtain training feature information according to the training data;

[0091] Step 12: Obtain a recognition model by using a machine learning algorithm according to the training feature information;

[0092] Step 13: Use the identification model to identify the family group.

[0093] The family group identification method provided in the embodiment of the present invention obtains training feature information according to the training data; according to the training feature information, uses a machine learning algorith...

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Abstract

The invention provides a family group identification method, device and equipment and a computer readable storage medium, and the method comprises the steps: obtaining training feature information according to training data; obtaining an identification model by using a machine learning algorithm according to the training feature information; and carrying out family group identification by utilizing the identification model. According to the scheme, the training feature information is obtained according to the training data; the identification model is obtained by using the machine learning algorithm according to the training feature information; and the family group identification is carried out by utilizing the identification model. Thus, the identification model for family group identification can be established through the machine learning algorithm so as to predict family relationships among users. According to the method, the assignment of each feature weight is more intelligent and scientific, so that the identification accuracy of the identification model is higher, and the problem of low accuracy of a family group identification scheme in the prior art is well solved.

Description

technical field [0001] The present invention relates to the technical field of data processing, in particular to a family group identification method, device, equipment and computer-readable storage medium. Background technique [0002] With the rapid development of Internet services and intensified competition in broadband access, the home user market is an emerging market that has emerged in recent years. Home users are a good supplement to the group customer market and the individual customer market. In this competitive situation, how to better develop home services has become the focus of competition among major operators. Accurate identification of family users can better push family-related services, improve user stickiness, and bring more business opportunities for operators. However, most of the existing group identification methods are for identifying network groups and social groups, and less for family groups. [0003] At present, there are two main schemes for ...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): H04L12/58H04L12/24G06F17/18
CPCH04L41/145G06F17/18H04L51/52
Inventor 毕菁佩郭叶
Owner CHINA MOBILE COMM LTD RES INST