User classification method and device, storage medium and computer equipment

A classification method and user technology, applied in the computer field, can solve problems such as poor user experience, large amount of spam information, and inability to achieve accurate push, so as to achieve the effect of improving user experience

Pending Publication Date: 2020-06-19
GREE ELECTRIC APPLIANCES INC +1
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  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

In the prior art, the user attribute is determined through the user's registration information or browsing information, and the user category cannot be accurately

Method used

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  • User classification method and device, storage medium and computer equipment
  • User classification method and device, storage medium and computer equipment
  • User classification method and device, storage medium and computer equipment

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Embodiment Construction

[0041] In order to make the purposes, technical solutions and advantages of the embodiments of the present application clearer, the technical solutions in the embodiments of the present application will be clearly and completely described below in conjunction with the drawings in the embodiments of the present application. Obviously, the described embodiments It is a part of the embodiments of this application, but not all of them. Based on the embodiments in the present application, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the protection scope of the present application.

[0042] figure 1 It is an application environment diagram of the user classification method in one embodiment. refer to figure 1 , the user classification method is applied to the user classification system. The user classification system includes a voice module group 10 (voice module 11 , voice module 12 and voice module 13 ) and a s...

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Abstract

The invention relates to a user classification method and apparatus, a storage medium and a computer device. The method comprises the steps of obtaining a user request received by a voice module; analyzing the user request to obtain function information of using the intelligent device by the target user; acquiring scene information of using the intelligent device by the target user according to the position of the voice module; constructing a target user vector according to the scene information and the function information; respectively calculating the target user vector and a plurality of different standard user vectors to obtain a plurality of corresponding cosine similarities; taking the standard user corresponding to the maximum cosine similarity as a target standard user; and takingthe user label corresponding to the target standard user as the classification label of the target user. Through the technical scheme of the invention, the type of the target user can be accurately obtained, and the method is applied to personalized pushing and other services.

Description

technical field [0001] The present application relates to the field of computer technology, and in particular to a user classification method, device, storage medium, and computer equipment. Background technique [0002] With the advent of the era of intelligence, there are more and more user data, and it is imperative to identify user categories based on a large amount of data. Identifying the category of the user is of great significance to the subsequent business. For example, functions such as personalized recommendation and personalized service can be realized according to the category of the user. In the prior art, the user attribute is determined through the user's registration information or browsing information, and the user category cannot be accurately confirmed, so that accurate push cannot be realized. At the same time, for the user, the amount of spam information is too large and the user experience is poor. Contents of the invention [0003] In order to sol...

Claims

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Application Information

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IPC IPC(8): G06F16/9532G06F16/9535G06K9/62G10L15/22
CPCG06F16/9532G06F16/9535G10L15/22G06F18/22
Inventor 韩林峄贾巨涛李明杰苏志东杨昌品
Owner GREE ELECTRIC APPLIANCES INC
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