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Method and device for determining retention time of user, equipment and medium

A technology of scheduled time and users, applied in the computer field, can solve the problem of lack of determination of user retention time and achieve the effect of effective time

Active Publication Date: 2020-09-25
BEIJING BYTEDANCE NETWORK TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

However, there is currently a lack of relatively accurate and effective methods for determining user retention time

Method used

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  • Method and device for determining retention time of user, equipment and medium
  • Method and device for determining retention time of user, equipment and medium
  • Method and device for determining retention time of user, equipment and medium

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Embodiment Construction

[0017] Embodiments of the present disclosure will be described in more detail below with reference to the accompanying drawings. Although certain embodiments of the disclosure are shown in the drawings, it should be understood that the disclosure may be embodied in various forms and should not be construed as limited to the embodiments set forth herein. Rather, these examples are provided so that the understanding of this disclosure will be thorough and complete. It should be understood that the drawings and embodiments of the present disclosure are for exemplary purposes only, and are not intended to limit the protection scope of the present disclosure.

[0018] It should also be noted that, for the convenience of description, only the parts related to the related invention are shown in the drawings. In the case of no conflict, the embodiments in the present disclosure and the features in the embodiments can be combined with each other.

[0019] It should be noted that conc...

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Abstract

The embodiment of the invention discloses a method and device for determining user retention time, electronic equipment and a computer readable medium. A specific embodiment of the method comprises the following steps: preprocessing acquired data of user characteristics; and inputting the preprocessed data into a pre-trained recurrent neural network for processing the long-term dependence information, and outputting the application use time of the user in the future preset time. According to the embodiment, the time of using the application by the user in the future preset time is effectivelyand accurately determined, and related processing of the application is facilitated.

Description

technical field [0001] Embodiments of the present disclosure relate to the field of computer technology, and in particular to a method, device, device, and computer-readable medium for determining user retention time. Background technique [0002] At present, enterprises that provide applications pay more and more attention to the time that users use applications within a predetermined period of time in the future, that is, the user retention time. Among them, user retention time can be divided into short-term retention and long-term retention. Short-term retention generally refers to the retention after the user initially understands the application. That is to say, the app was downloaded and used for a while, but it was not deleted immediately or chose to delete it in a short period of time. This usually indicates that the application is not suitable for users themselves or that the application is not mature enough. Long-term retention generally refers to users download...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06Q30/02G06N3/04G06N3/08
CPCG06Q30/0201G06N3/08G06N3/044G06N3/045
Inventor 孙振邦周杰王长虎
Owner BEIJING BYTEDANCE NETWORK TECH CO LTD