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Application clearing method and device, storage medium and electronic equipment

A cleaning method and technology to be cleaned, applied in the field of communication, can solve the problems of high occupancy rate, excessive power consumption, slow running speed of electronic equipment, etc., and achieve the effect of reducing power consumption and improving running smoothness

Active Publication Date: 2018-04-03
GUANGDONG OPPO MOBILE TELECOMM CORP LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

If the applications running in the background are not cleaned up for a long time, the available memory of the electronic device will be reduced, and the central processing unit (CPU) occupancy rate will be too high, which will cause the electronic device to slow down, freeze, and consume power Too fast and other problems

Method used

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  • Application clearing method and device, storage medium and electronic equipment
  • Application clearing method and device, storage medium and electronic equipment
  • Application clearing method and device, storage medium and electronic equipment

Examples

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Embodiment Construction

[0026] Referring to the drawings, wherein the same reference numerals represent the same components, the principles of the present application are exemplified by being implemented in a suitable computing environment. The following description is based on illustrated specific embodiments of the present application, which should not be construed as limiting other specific embodiments of the present application that are not described in detail here.

[0027] In the following description, specific embodiments of the present application will be described with reference to steps and symbols executed by one or more computers, unless otherwise stated. Accordingly, these steps and operations will several times be referred to as being computer-implemented, which herein refers to operations by a computer processing unit of electronic signals representing data in a structured form. This operation transforms the data or maintains it at a location in the computer's memory system that can re...

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Abstract

The embodiment of the invention discloses an application clearing method and device, a storage medium and electronic equipment. According to the embodiment, multidimensional features of applications in a to-be-cleared application set are acquired, and the multidimensional features are used as training samples of the applications; a gradient boosting decision tree model is trained according to thetraining samples, and a final estimation model function of a sample category of each application is obtained, wherein the sample category comprises clearable or non-clearable; a prediction sample of each application is acquired, and clearable information gain of each application is acquired according to the prediction sample and the final estimation model function of each application; and according to the clearable information gain of each application, the corresponding applications in the to-be-cleared application set are cleared. Through the scheme, automatic clearing of the applications canbe realized, operating smoothness of the electronic equipment is improved, and power consumption is lowered.

Description

technical field [0001] The present application relates to the technical field of communications, and in particular to an application cleaning method, device, storage medium and electronic equipment. Background technique [0002] Currently, on an electronic device such as a smart phone, there are usually multiple applications running at the same time, wherein one application runs in the foreground and other applications run in the background. If the applications running in the background are not cleaned up for a long time, the available memory of the electronic device will be reduced, and the central processing unit (CPU) occupancy rate will be too high, which will cause the electronic device to slow down, freeze, and consume power Too fast and so on. Therefore, it is necessary to provide a method to solve the above problems. Contents of the invention [0003] Embodiments of the present application provide an application cleaning method, device, storage medium, and electr...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F9/48G06F1/32G06K9/62
CPCG06F1/329G06F9/4881G06F2209/482G06F18/24323G06F9/44594
Inventor 曾元清
Owner GUANGDONG OPPO MOBILE TELECOMM CORP LTD
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