Background application cleaning method and device, storage medium and electronic equipment

A cleaning method and background technology, applied in the field of communication, can solve problems such as high occupancy rate, excessive power consumption, and slow operation of electronic equipment, so as to achieve the effect of reducing power consumption and improving operation fluency

Active Publication Date: 2018-02-09
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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  • Background application cleaning method and device, storage medium and electronic equipment
  • Background application cleaning method and device, storage medium and electronic equipment
  • Background application cleaning method and device, storage medium and electronic equipment

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Embodiment Construction

[0030] 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.

[0031] 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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PUM

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Abstract

Embodiments of the invention disclose a background application cleaning method and device, a storage medium and electronic equipment, wherein the background application cleaning method comprises the following steps of collecting multi-dimensional characteristic information of an application as a sample and constructing a sample set of the application; extracting feature information from the sampleset according to a preset rule and constructing a plurality of training sets; training each training set to generate a corresponding decision tree; when the application enters the background, predicting the current feature information of the application by utilizing the generated decision trees, and outputting a plurality of prediction results, wherein the prediction results comprises cleanable and non-cleanable; and determining whether the application can be cleaned or not according to the prediction results. According to the embodiments of the invention, the operation smoothness of the electronic equipment can be improved, and the power consumption can be reduced.

Description

technical field [0001] The present application relates to the technical field of communications, and in particular to a background application cleaning method, device, storage medium and electronic equipment. Background technique [0002] At present, multiple applications with different functions are usually installed on electronic devices such as smart phones to meet different needs of users. Currently, the system of an electronic device supports multiple applications to run simultaneously, that is, one application runs in the foreground, and other applications can 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. ...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F9/445G06K9/62
CPCG06F9/44594G06F18/214G06N20/20G06F9/485G06F12/0253Y02D10/00G06N5/01G06F18/2148G06F18/24323G06N5/04
Inventor 曾元清
Owner GUANGDONG OPPO MOBILE TELECOMM CORP LTD
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