Application cleaning method and device, storage medium and electronic equipment

A cleaning method and post-processing technology, applied in the field of communication, can solve the problems of excessive power consumption, high occupancy rate, and smaller available memory of the central processing unit, and achieve the effect of improving running smoothness and reducing power consumption.

Active Publication Date: 2018-02-16
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 cleaning method and device, storage medium and electronic equipment
  • Application cleaning method and device, storage medium and electronic equipment
  • Application cleaning method and device, storage medium and electronic equipment

Examples

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Embodiment Construction

[0028] 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.

[0029] 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 application discloses an application cleaning method and device, a storage medium and electronic equipment. According to the embodiment of the application, multidimensional features of applications are collected to be used as samples, and a sample set of the applications is constructed; sample classification is carried out on the sample set according to information gain of the features on sample classification to construct a decision tree model of the applications, and output of the decision tree model includes a cleanable class and a non-cleanable class; multidimensionalfeatures corresponding an application are collected according to prediction time to be used as a prediction sample; and whether the application can be cleaned is predicted according to the predictionsample and the decision tree model. Therefore, cleaning an application which can be cleaned is facilitated, thus automatic cleaning of the application is realized, a running fluency degree of the electronic equipment is increased, and power consumption is reduced.

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] In view of this, the embodiments of the present application provide an application cleaning method, device, stora...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F1/32G06F9/50
CPCG06F1/3287G06F9/5022Y02D10/00G06F9/44594G06N20/00G06N5/01G06N20/20G06N5/04
Inventor 曾元清
Owner GUANGDONG OPPO MOBILE TELECOMM CORP LTD
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