Application program preloading method and device, storage medium and mobile terminal

An application program and mobile terminal technology, applied in the direction of program loading/starting, program control device, program control design, etc., can solve problems such as increased power consumption, more storage space, and inability to preload applications, so as to reduce power consumption and memory usage, improve accuracy, and optimize the effect of the preloading mechanism

Inactive Publication Date: 2018-09-28
GUANGDONG OPPO MOBILE TELECOMM CORP LTD
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  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

[0004] However, the application cannot be preloaded at will, because if too many resources are preloaded, more storage space will be occupied, and the power consumption will increase, which will seriously affect the smoothness of terminal use

Method used

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  • Application program preloading method and device, storage medium and mobile terminal
  • Application program preloading method and device, storage medium and mobile terminal
  • Application program preloading method and device, storage medium and mobile terminal

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Embodiment Construction

[0027] The technical solutions of the present invention will be further described below in conjunction with the accompanying drawings and through specific implementation methods. It should be understood that the specific embodiments described here are only used to explain the present invention, but not to limit the present invention. In addition, it should be noted that, for the convenience of description, only some structures related to the present invention are shown in the drawings but not all structures.

[0028] Before discussing the exemplary embodiments in more detail, it should be mentioned that some exemplary embodiments are described as processes or methods depicted as flowcharts. Although the flowcharts describe the steps as sequential processing, many of the steps may be performed in parallel, concurrently, or simultaneously. Additionally, the order of steps may be rearranged. The process may be terminated when its operations are complete, but may also have addit...

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Abstract

The embodiment of the invention discloses an application program preloading method and device, a storage medium and a mobile terminal. The application program preloading method comprises the steps that when it is detected that an application preloading prediction event is triggered, current use information of the mobile terminal is acquired, wherein the current use information comprises a use timeseries associated sequence of current application programs and current state feature information of the mobile terminal; the current use information is input into an application program prediction model, wherein the application program prediction model comprises a mixed network model generated based on the use law of the application programs of the mobile terminal adopting corresponding historical state feature information; a target application program about to be started is predicted according to an output result of the application program prediction model; and the target application programis preloaded. According to the embodiment, by the adoption of the technical scheme, the accuracy of prediction of the to-be-started application program can be effectively improved, terminal system power consumption and the memory occupation rate are further lowered, and an application program preloading mechanism is optimized.

Description

technical field [0001] The embodiments of the present application relate to the technical field of machine learning, and in particular to an application program preloading method, device, storage medium, and mobile terminal. Background technique [0002] At present, with the rapid development of smart terminal technology, smart devices such as smart phones, tablet computers, and smart TVs have become indispensable electronic devices in people's lives. [0003] There are various application programs (Application Software, APP) installed on the smart terminal, and the application program is generally loaded by default when the user opens an application program, and the storage space occupied by the application program is getting larger and larger, and the loading time is also shortened. It is getting longer and longer, wasting the precious time of the user. In order to make applications run more smoothly, some smart terminals prepare loading resources of certain applications ...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F9/445
CPCG06F9/44578G06F9/44521G06N3/08G06N3/044G06N3/045Y02D10/00G06F9/445G06F11/302G06F11/34G06N3/084H04L67/303H04L67/34
Inventor 马美榕陈岩刘耀勇
Owner GUANGDONG OPPO MOBILE TELECOMM CORP LTD
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