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User attribute information determination method and device, electronic equipment and storage medium

A technology of user attributes and determination methods, applied in the Internet field, can solve problems such as unpredictable user gender and difficulty in authorizing collection

Pending Publication Date: 2020-09-11
BEIJING DAJIA INTERNET INFORMATION TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0005] This disclosure provides a method, device, electronic device, and storage medium for determining user attribute information, which solves the problem that the background data of the terminal involves user privacy to a certain extent, and is usually difficult to be authorized to collect, resulting in the inability to predict the user's gender.

Method used

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  • User attribute information determination method and device, electronic equipment and storage medium
  • User attribute information determination method and device, electronic equipment and storage medium
  • User attribute information determination method and device, electronic equipment and storage medium

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Embodiment Construction

[0049] In order to enable ordinary persons in the art to better understand the technical solutions of the present disclosure, the technical solutions in the embodiments of the present disclosure will be clearly and completely described below in conjunction with the accompanying drawings.

[0050]It should be noted that the terms "first" and "second" in the specification and claims of the present disclosure and the above drawings are used to distinguish similar objects, but not necessarily used to describe a specific sequence or sequence. It is to be understood that the data so used are interchangeable under appropriate circumstances such that the embodiments of the disclosure described herein can be practiced in sequences other than those illustrated or described herein. The implementations described in the following exemplary examples do not represent all implementations consistent with the present disclosure. Rather, they are merely examples of apparatuses and methods consis...

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Abstract

The invention provides a user attribute information determination method and device, electronic equipment and a storage medium, and belongs to the technical field of the Internet. The method comprisesthe steps of obtaining a user name and a user head portrait corresponding to a user account; carrying out feature extraction on the user name and the user head portrait to obtain a first feature vector and a second feature vector, wherein the first feature vector is used for representing the features of the user name, and the second feature vector is used for representing the features of the userhead portrait; inputting the first feature vector and the second feature vector into a gender prediction model, and outputting a first probability and a second probability based on the gender prediction model, the first probability being used for representing a probability of being predicted as a male, and the second probability being used for representing a probability of being predicted as a female; and determining the gender corresponding to the user account according to the first probability and the second probability. According to the technical scheme, the gender corresponding to the user account is predicted through the user name authorized by the user and the user head portrait, and the predicted gender is accurate.

Description

technical field [0001] The present disclosure relates to the technical field of the Internet, and in particular to a method, device, electronic equipment, and storage medium for determining user attribute information. Background technique [0002] With the development of Internet technology, users can enjoy various Internet services based on Internet technology, such as information provision service, video playback service, picture download service and shopping service. Service providers that provide Internet services can push different information to different users based on the user's user characteristics, and the user's gender is one of the most basic user characteristics. For example, a service provider that provides video playback services may push love-related videos to female users, and war-related videos to male users. However, since many users do not fill in gender information when registering, how to determine the user's gender is a problem to be solved. [0003]...

Claims

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Application Information

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IPC IPC(8): G06Q10/04
CPCG06Q10/04
Inventor 吴翔宇袁玮
Owner BEIJING DAJIA INTERNET INFORMATION TECH CO LTD
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