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Method and device for classifying users

A user and sub-user technology, applied in the field of data analysis, can solve problems such as inability to classify

Active Publication Date: 2020-06-30
HANGZHOU HIKVISION DIGITAL TECH
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0005] Not every user is willing to cooperate with answering the questions of the questionnaire one by one. For those users who refuse to answer the questions, they cannot be classified

Method used

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  • Method and device for classifying users
  • Method and device for classifying users

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Embodiment Construction

[0070] Reference will now be made in detail to the exemplary embodiments, examples of which are illustrated in the accompanying drawings. When the following description refers to the accompanying drawings, the same numerals in different drawings refer to the same or similar elements unless otherwise indicated. 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 consistent with aspects of the present disclosure as recited in the appended claims.

[0071] With the development of society, people's behavior is increasingly inseparable from various electronic devices. When a user generates a behavior based on an electronic device, a corresponding behavior record data may be generated. For example, when user A calls user B, for the user corresponding to user A, a behavior record data of calling user B at a certain time will be gener...

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Abstract

The invention relates to a method and device for classifying users, and belongs to the technical field of data analysis. The method comprises the steps of obtaining behavior record data of a target user and behavior record data of other users associated with the target user; determining user feature data corresponding to the target user based on the behavior record data of the target user and thebehavior record data of other users; and inputting the user feature data corresponding to the target user into the user classification network model to obtain user classification information corresponding to the target user. According to the embodiment of the invention, the behavior record data of the target user and the behavior record data of other users associated with the target user can be obtained, and the user feature data of the behavior record data can be extracted, so that the user classification information corresponding to the target user can be determined based on the user featuredata and the user classification network model.

Description

technical field [0001] The present disclosure relates to the technical field of data analysis, in particular to a method and device for classifying users. Background technique [0002] In related technologies, before recommending something to different users, for example, before recommending work, movies, music, articles, etc. to different users, you can first understand the attributes of each user, so that you can provide targeted information for different users. Users recommend things that match the attributes of different users. [0003] In order to understand the attributes and characteristics of each user, each user can be investigated in the form of a questionnaire, and the user can answer the questions of the questionnaire one by one. Relevant personnel will recycle the completed questionnaires, and then classify users based on the answers to the questions in the questionnaires. Users belonging to the same classification category have similar attributes. Furthermore...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F16/28
CPCG06F16/28G06F16/00Y02D10/00
Inventor 俞颖晔
Owner HANGZHOU HIKVISION DIGITAL TECH