User classification method and device and electronic equipment

A classification method and user's technology, applied in the computer field, can solve problems such as coarse division and granularity

Pending Publication Date: 2021-09-10
BEIJING BAIDU NETCOM SCI & TECH CO LTD
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  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

However, most of the user classification methods in related technologies only classify users according to their interests, and the classification granularity is relatively coarse.

Method used

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  • User classification method and device and electronic equipment
  • User classification method and device and electronic equipment
  • User classification method and device and electronic equipment

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Embodiment Construction

[0026] Exemplary embodiments of the present disclosure are described below in conjunction with the accompanying drawings, which include various details of the embodiments of the present disclosure to facilitate understanding, and they should be regarded as exemplary only. Accordingly, those of ordinary skill in the art will recognize that various changes and modifications of the embodiments described herein can be made without departing from the scope and spirit of the disclosure. Also, descriptions of well-known functions and constructions are omitted in the following description for clarity and conciseness.

[0027] AI (Artificial Intelligence) is a technical science that studies and develops theories, methods, technologies and application systems for simulating, extending and expanding human intelligence. At present, AI technology has the advantages of high automation, high precision, and low cost, and has been widely used.

[0028] Smart recommendation is a technology tha...

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Abstract

The invention provides a user classification method and device and electronic equipment, and relates to the technical field of artificial intelligence, in particular to the technical field of intelligent recommendation and deep learning. The specific implementation scheme is as follows: acquiring historical watching data and historical resource change data of a user for a push object of a target type, and acquiring a watching level of the user according to the historical watching data and the historical resource change data; acquiring first resource change data of the user and second resource change data of the push object, and acquiring a payment willingness level of the user according to the first resource change data and the second resource change data; and acquiring a classification result of the user according to the watching level and the payment willingness level. Therefore, the classification result of the user is obtained according to the watching level and the payment willingness level, the influence of the watching level and the payment willingness level on user classification can be comprehensively considered, the user classification granularity is relatively fine, and the obtained classification result of the user is more accurate.

Description

technical field [0001] The present disclosure relates to the field of computer technology, and in particular to a user classification method, a word vector model training method, a matrix decomposition model training method, a device, an electronic device, a storage medium and a computer program product. Background technique [0002] At present, with the development of network technology, various application programs and web pages have enriched people's life. In related technologies, in order to provide users with better services, users need to be classified, and services such as intelligent recommendation are performed according to the classification of users. However, most of the user classification methods in the related art only classify users according to their interests, and the classification granularity is relatively coarse. Contents of the invention [0003] The disclosure provides a user classification method, a word vector model training method, a matrix decomp...

Claims

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Application Information

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Patent Type & AuthorityApplications(China)
IPC IPC(8): G06F16/9535G06Q30/02G06K9/62
CPCG06F16/9535G06Q30/0201G06F18/24
Inventor陈杰
OwnerBEIJING BAIDU NETCOM SCI & TECH CO LTD