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Application program management and control method and device, storage medium and electronic equipment

A technology of application programs and control devices, applied in the field of communication, can solve the problems of accelerated power consumption of electronic equipment and occupation of electronic equipment, and achieve the effect of improving intelligence, accuracy and accuracy

Active Publication Date: 2018-02-09
GUANGDONG OPPO MOBILE TELECOMM CORP LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

However, many applications in the background will not be used by the user for a period of time, but these applications running in the background will seriously occupy the memory of the electronic device and cause the power consumption of the electronic device to accelerate

Method used

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  • Application program management and control method and device, storage medium and electronic equipment
  • Application program management and control method and device, storage medium and electronic equipment
  • Application program management and control method and device, storage medium and electronic equipment

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Embodiment Construction

[0027] Referring to the drawings, where like reference numerals represent like components, the principles of the present application are exemplified by implementation 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.

[0028] 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 reconfigure or ...

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Abstract

The application discloses an application program management and control method and device, a storage medium and electronic equipment. The method includes: collecting multidimensional feature information of application programs to use the same as samples, and constructing a sample set of the application programs, wherein the sample set includes a first sample set and a second sample set, the firstsample set includes the feature information of the application programs, and the second sample set includes feature information of the electronic equipment; utilizing the first sample set and the second sample set to respectively train a recurrent neural network model and a stacked-autoencoder neural-network model to obtain a trained prediction model; acquiring current multidimensional feature information of the application programs, and using the same as prediction samples; and generating prediction results according to the prediction samples and the trained prediction model, and managing andcontrolling the application programs according to the prediction results. According to the method, accuracy of carrying out prediction on the application programs can be improved, and thus intelligentization and accuracy of managing and controlling the application programs entering a background can be improved.

Description

technical field [0001] The present application belongs to the technical field of communication, and in particular relates to an application program management and control method, device, storage medium and electronic equipment. Background technique [0002] With the development of electronic technology, people generally install many application programs on electronic devices. When the user opens multiple applications in the electronic device, if the user returns to the desktop of the electronic device or stays on the application interface of a certain application or controls the screen of the electronic device, the multiple applications opened by the user will still be displayed on the electronic device. Background process. However, many application programs in the background will not be used by users for a period of time, but these application programs running in the background will seriously occupy the memory of the electronic device, and cause the power consumption of th...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F9/445G06F9/50G06N3/04G06N3/08
CPCG06F9/44594G06F9/5016G06F9/5022G06N3/08G06N3/048
Inventor 曾元清
Owner GUANGDONG OPPO MOBILE TELECOMM CORP LTD