State acquisition method and device, electronic equipment and storage medium

An acquisition method and state technology, which are applied in the fields of state acquisition methods and devices, electronic equipment and storage media, and can solve problems such as the inaccuracy of user scores and user life cycle states.

Pending Publication Date: 2020-12-11
BEIKE TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

Due to different user behaviors and user behavior differences at different time points, the impact on the user's comprehensive performance and final results is different, and the above-mentioned user life cycle state definition method cannot reflect the impact of different user behaviors and user behavior differences at different time points , the resulting user score cannot accurately and objectively reflect the user life cycle status

Method used

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  • State acquisition method and device, electronic equipment and storage medium
  • State acquisition method and device, electronic equipment and storage medium
  • State acquisition method and device, electronic equipment and storage medium

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Embodiment Construction

[0099] Various exemplary embodiments of the present disclosure will now be described in detail with reference to the accompanying drawings. It should be noted that relative arrangements of components and steps, numerical expressions and numerical values ​​set forth in these embodiments do not limit the scope of the present disclosure unless specifically stated otherwise.

[0100] Those skilled in the art can understand that terms such as "first" and "second" in the embodiments of the present disclosure are only used to distinguish different steps, devices or modules, etc. necessary logical sequence.

[0101] It should also be understood that in the embodiments of the present disclosure, "plurality" may refer to two or more than two, and "at least one" may refer to one, two or more than two.

[0102] It should also be understood that any component, data or structure mentioned in the embodiments of the present disclosure can generally be understood as one or more unless there is ...

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Abstract

The embodiment of the invention discloses a state acquisition method and device, electronic equipment and a storage medium, and the method comprises the steps: obtaining user behavior information of auser in each unit time in a statistical period; wherein the user behavior information comprises at least one type of user behaviors and attribute values of various types of user behaviors; utilizinga logistic regression model to generate weight values of various user behaviors; wherein the logistic regression model is obtained based on training samples in a training sample set, and the trainingsamples comprise user behavior information of sample users and annotation information of behavior results; based on the attribute values and the weight values of the various user behaviors and the time attenuation factor of each unit time in the statistical period, obtaining the activity value of the users; and determining user life cycle states of the users based on the activity values of the users. According to the embodiment of the invention, life cycle states of the users can be accurately and objectively obtained.

Description

technical field [0001] The present disclosure relates to data processing technology, in particular to a state acquisition method and device, electronic equipment and a storage medium. Background technique [0002] The user life cycle state refers to the comprehensive performance of the user at different stages in the whole process from the user's first contact with the product (such as product application APP, FMCG, etc.) to the final abandonment of the product. By analyzing the user life cycle status, on the one hand, it can help categories or brands to establish a unified user operation monitoring system, and on the other hand, it can improve products or operation methods to better meet user needs. [0003] The current mainstream user life cycle state definition method a priori believes that the more user behavior, the higher the quality of the user, calculate the user score based on the user behavior and perform reverse ranking, and then classify the user based on the use...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06Q30/02G06K9/62
CPCG06Q30/0201G06F18/23213G06F18/2155G06F18/24G06F18/214
Inventor 付东东李嘉晨
Owner BEIKE TECH CO LTD
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