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User scale estimation method and device, server and storage medium

A user-scale technology, applied in the computer field, can solve problems such as low accuracy of scale estimation

Active Publication Date: 2020-02-14
TENCENT TECH (SHENZHEN) CO LTD
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  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0005] The embodiment of the present invention provides a user scale estimation method, device, server and storage medium, which can solve the problem of low user scale estimation accuracy

Method used

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  • User scale estimation method and device, server and storage medium
  • User scale estimation method and device, server and storage medium
  • User scale estimation method and device, server and storage medium

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Embodiment Construction

[0075] In order to make the object, technical solution and advantages of the present invention clearer, the implementation manner of the present invention will be further described in detail below in conjunction with the accompanying drawings.

[0076] With the development of computer technology, applications are used in all aspects of people's lives, and the number of users of an application often reflects the value of the application. Therefore, it is of great significance to estimate the user scale of the application program and determine the resources to be invested in the application program according to the user scale of the application program. Applications requiring scale estimation may be game applications, social applications, video applications, and the like.

[0077] The embodiment of the present invention is applied to the scenario of estimating the user scale of the game application. Taking the target application program as the game application as an example, the...

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Abstract

The invention provides a user scale estimation method and device, a server and a storage medium, and belongs to the technical field of computers. The method comprises the following steps: for each application label of a first target application program, obtaining a plurality of label data corresponding to the application label, and generating a first application feature vector of the first targetapplication program according to the plurality of label data; obtaining second application feature vectors of a plurality of online second target application programs and first user weights of a plurality of first users for each second target application program; determining a first user feature vector of each first user according to the second application feature vector and the first user weight;and inputting the first application feature vector and the first user feature vector into a scale estimation model to obtain a first user scale. Because the first application feature vector and the first user feature vector are introduced, the attribute of the first target application program can be comprehensively described, the preference of the user is reflected, and the estimated first user scale is more accurate.

Description

technical field [0001] The present invention relates to the field of computer technology, in particular to a user scale estimation method, device, server and storage medium. Background technique [0002] In order to provide users with a better user experience, for a new game that is about to be launched or in the initial stage of launch, it is necessary to estimate the user scale of the new game, and determine the resources that need to be invested in the new game based on the estimated user scale. [0003] In related technologies, before estimating the user scale of a new game, it is necessary to obtain the user scale data in the game market at the initial stage of the game’s launch, as well as the user scale data at a specified time after the game is launched. After the user-scale data at a specified time, a deep time-series model is obtained through training. When estimating the user scale of a new game, obtain the user scale data at the initial launch stage of the new g...

Claims

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Application Information

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IPC IPC(8): G06F16/2458G06Q30/02
CPCG06F16/2462G06Q30/0201G06Q30/0203Y02D10/00
Inventor 成昊谢思发程序张涵宇刘文强江小琴
Owner TENCENT TECH (SHENZHEN) CO LTD
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