Application clear-up method and device, storage medium and electronic equipment

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

Active Publication Date: 2018-02-09
GUANGDONG OPPO MOBILE TELECOMM CORP LTD
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  • 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 clear-up method and device, storage medium and electronic equipment
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  • Application clear-up method and device, storage medium and electronic equipment

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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 clear-up method and device, a storage medium and electronic equipment. According to the embodiment of the application, multi-dimension features of applications are used as samples, and a sample set of the applications is established; according to an information gain rate of the features for sample classification, the sample set is subjected to sample classification so as to construct a decision tree model of the applications, and output of the decision tree model includes clearable applications and application which cannot be cleared up; according to predicted time, the multi-dimension features corresponding to the applications are acquired and used as prediction samples; and according to the prediction samples and the decision tree model, whether the applications can be cleared up is predicted so as to clear up the clearable applications, thereby implementing automatic clear-up of the applications, improving operation smoothness of the electronic equipment and reducing power consumption.

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): G06F1/32G06F9/445
CPCG06F1/3246G06F9/44594G06F9/5022G06F9/485G06F16/285G06N20/20G06N5/04G06N5/01
Inventor 曾元清
Owner GUANGDONG OPPO MOBILE TELECOMM CORP LTD
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