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User life phase prediction method and device, computer equipment and storage medium

A prediction method and user technology, applied in the computer field, can solve the problem of low accuracy and achieve the effect of high accuracy and accurate life stage

Pending Publication Date: 2022-07-12
GUANGZHOU SHIYUAN ELECTRONICS CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0005] The present invention provides a user life stage prediction method, device, computer equipment and storage medium to solve the technical problem of low accuracy of the current user life stage prediction method

Method used

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  • User life phase prediction method and device, computer equipment and storage medium
  • User life phase prediction method and device, computer equipment and storage medium
  • User life phase prediction method and device, computer equipment and storage medium

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Embodiment Construction

[0030] The present invention will be further described in detail below in conjunction with the accompanying drawings and embodiments. It should be understood that the specific embodiments described herein are only used to explain the present invention, but not to limit the present invention. In addition, it should be noted that, for the convenience of description, the drawings only show some but not all structures related to the present invention.

[0031] figure 1 A schematic flowchart of an embodiment of a user life stage prediction method provided by the present invention. This embodiment is applicable to the scenario of predicting the life stage of the user of the APP. This embodiment may be implemented by a user life stage prediction apparatus, which may be implemented in software and / or hardware, and may be integrated into a computer device. like figure 1 As shown, the user life stage prediction method provided by this embodiment includes the following steps:

[003...

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Abstract

The invention discloses a user life phase prediction method and device, computer equipment and a storage medium. The method comprises the following steps: determining a feature vector of a to-be-predicted user; the similarity between the feature vector of the to-be-predicted user and a predetermined feature vector of each user set is determined, different user sets belong to different life stages, and the feature vectors of the user sets are determined according to feature vectors of sample users included in the user sets; the sample users included in the user set are determined according to the first behavior data of the plurality of sample users; and determining the life stage to which the user set of which the corresponding similarity meets a preset condition belongs as the life stage of the to-be-predicted user. According to the user life stage prediction method, the determined feature vector of the user set is relatively accurate, so that the user life stage prediction with relatively high accuracy is realized.

Description

technical field [0001] Embodiments of the present invention relate to the field of computers, and in particular, to a method, apparatus, computer device, and storage medium for predicting a user's life stage. Background technique [0002] In the operation process of an application (Application, APP), with the continuous increase of the number of users of the APP, user operation becomes particularly important, especially the demand for refined operation is greatly strengthened. At this time, it is necessary to stratify the overall user, and divide users into different life stages according to user characteristics, so as to achieve refined and precise operations. [0003] At present, it is possible to extract key user behaviors and key indicators according to the empirical theory of relevant business experts or senior product managers, and then predict the user's life stage based on the values ​​of key behavioral characteristics and key indicators defined by combining historic...

Claims

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Application Information

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IPC IPC(8): G06Q30/02G06K9/62
CPCG06Q30/0202G06F18/213G06F18/23G06F18/22G06F18/24
Inventor 黄昕虹
Owner GUANGZHOU SHIYUAN ELECTRONICS CO LTD