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Method, electronic device, server and computer readable storage medium for retaining user analysis

An electronic device and user analysis technology, applied in the field of data analysis, can solve the problems that cluster resources cannot meet the analysis requirements, a large amount of logs, and large resource consumption

Active Publication Date: 2020-11-24
BEIJING JINGDONG SHANGKE INFORMATION TECH CO LTD +1
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

However, due to the large amount of user access behavior logs, the duplicate ranking judgment can only satisfy the retention analysis in a short statistical period
For the retention analysis of a long statistical period, it is often necessary to filter through a huge amount of logs, so the resource consumption is very huge, and there may be situations where the cluster resources cannot meet the analysis requirements

Method used

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  • Method, electronic device, server and computer readable storage medium for retaining user analysis
  • Method, electronic device, server and computer readable storage medium for retaining user analysis
  • Method, electronic device, server and computer readable storage medium for retaining user analysis

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Embodiment Construction

[0028] Example implementations of the invention are described below with reference to the accompanying drawings. The present invention provides a method, electronic device, and server for retained user analysis, wherein the method can quickly perform retained user analysis regardless of the length of a statistical period, thereby reducing resource consumption and calculation time.

[0029] At present, when performing operational analysis, it is necessary to conduct statistical analysis on the retention records of APP users, for example, weekly retention, monthly retention, quarterly retention, and annual retention. For each situation, a large amount of data association analysis is required to obtain statistical information on retained users. However, due to the large amount of flow data of large websites, the analysis for a long statistical period will consume a lot of resources, and may be limited by resources and cannot be aggregated from the huge amount of data. In particu...

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Abstract

The invention provides a method for retained user analysis, an electronic device, and a server. The method comprises: responding to starting of an application installed in an electronic device, updating retaining time and retaining states of users of the application in the electronic device; assembling equipment information, visit information, retaining time, and retaining states to a log and storing the assembled log in the electronic device; and sending the log to a server, so that the server executes retained user analysis according to the log.

Description

technical field [0001] The present disclosure relates to the field of data analysis, and in particular, to a method, electronic device, server, and computer-readable storage medium for retained user analysis, wherein the method can quickly perform retained user analysis regardless of the length of the statistical period , thus reducing resource consumption and computation time. Background technique [0002] With the rapid growth of the number of mobile Internet users, the statistical analysis of mobile devices becomes more and more important. [0003] In the field of e-commerce, retaining old users and developing new users is the goal of every business platform, so the analysis of retained users is extra important. However, when performing user retention analysis on the mobile terminal, the current statistical method is often very cumbersome and requires a large amount of data association analysis to achieve the purpose of analysis. For example, in the prior art, when perf...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06F16/2458G06F16/18G06F11/34
CPCG06F11/3438G06F11/3452G06F16/1815G06F16/2462
Inventor 李双义王海旭王银生
Owner BEIJING JINGDONG SHANGKE INFORMATION TECH CO LTD