CN-122019003-A - Startup control method and device, electronic equipment and computer readable storage medium

Abstract

The application discloses a startup control method, a startup control device, electronic equipment and a computer readable storage medium, and relates to the technical field of terminal equipment, wherein the method comprises the following steps: when the terminal equipment detects a starting request, at least one starting decision information is obtained, starting decision result information corresponding to the starting decision information is determined through a decision model, the starting decision result information comprises at least one of starting execution, starting interception or popup confirmation, and starting control is carried out according to the starting decision result information, so that a starting control result is obtained. The method can utilize one or multiple kinds of starting decision information to carry out starting decision processing, is beneficial to improving the accuracy of starting decision and realizes accurate control on whether to start. And the decision is made through a decision model based on the startup decision information, so that the accuracy of whether startup control is performed is further improved.

Inventors

• Peng pi

Assignees

• 深圳TCL新技术有限公司

Dates

Publication Date

20260512

Application Date

20260113

Claims (10)

1. 1. A power-on control method, which is applied to a terminal device, the method comprising: When a starting request is detected, at least one starting decision information is obtained; determining starting decision result information corresponding to the starting decision information through a decision model, wherein the starting decision result information comprises at least one of starting execution, starting interception and popup confirmation; and performing starting control according to the starting decision result information to obtain a starting control result.
2. 2. The power-on control method according to claim 1, wherein the power-on decision information includes current power-on feature information and historical power-on feature information; The determining the boot decision result information corresponding to the boot decision information through the decision model comprises the following steps: extracting current decision feature information, historical decision feature information and associated decision feature information through the decision model according to the current starting feature information and the historical starting feature information; fusing the current decision feature information, the historical decision feature information and the associated decision feature information to obtain target startup decision feature information; and determining the starting decision result information according to the target starting decision feature information.
3. 3. The power-on control method according to claim 2, wherein the current power-on characteristic information includes at least one of current power-on time information, current power-on mode information, current power-on induction information, or current power-on scene information; The historical starting-up characteristic information comprises at least one of historical starting-up time information, historical starting-up mode information or user portrait information; The step of extracting current decision feature information, historical decision feature information and associated decision feature information through the decision model according to the current startup feature information and the historical startup feature information comprises the following steps: Calculating first similarity of the current starting-up time information and the historical starting-up time information, and fusing the first similarity, the current starting-up mode information, the current starting-up induction information and the current starting-up scene information to obtain the current decision feature information; Extracting a distribution rule of the historical starting time information to obtain historical time distribution characteristic information, and fusing the historical time distribution characteristic information, the historical starting mode information and the user portrait information to obtain the historical decision characteristic information; And extracting peak characteristic information corresponding to the current starting-up time information and the historical starting-up time information, calculating second similarity of the current starting-up mode information and the historical starting-up mode information, and fusing the peak characteristic information and the second similarity to obtain the association decision characteristic information.
4. 4. The power-on control method according to claim 3, wherein said fusing the current decision feature information, the historical decision feature information and the associated decision feature information to obtain target power-on decision feature information comprises: Calculating a first fusion weight based on the current start-up time information and the previous start-up time information; Calculating a second fusion weight according to the weight threshold and the first fusion weight; fusing the first fused weight and the second fused weight to obtain a third fused weight; And fusing the current decision feature information, the historical decision feature information and the associated decision feature information according to the first fusion weight, the second fusion weight and the third fusion weight to obtain the target startup decision feature information.
5. 5. The power-on control method according to claim 1, wherein the decision model is constructed based on a cross entropy loss function and decision difference information, the decision difference information comprises a difference value between a current power-on decision score and a historical power-on decision score during training, and the current power-on decision score and the historical power-on decision score during training are calculated based on current power-on decision feature information and historical power-on decision feature information during training respectively.
6. 6. The power-on control method according to claim 2, wherein said determining the power-on decision result information according to the target power-on decision feature information includes: Determining boot decision score information corresponding to the target boot decision feature information; generating the startup decision result information according to the startup decision score information and a target score threshold; The step of obtaining the target score threshold value comprises the following steps: and adjusting an initial threshold according to the false start rate to obtain the target score threshold, wherein the false start rate comprises the proportion of the decision errors of the decision model.
7. 7. The power-on control method according to claim 1, wherein the performing power-on control according to the power-on decision result information to obtain a power-on control result comprises: If the starting decision result information comprises the starting execution, executing a starting flow to obtain a starting control result representing starting; If the starting decision result information comprises the starting interception, executing a starting interception flow to obtain a starting control result representing non-starting; If the starting decision result information comprises a popup window confirmation, a starting confirmation popup window is generated according to the current starting mode information and the current using environment information, and a starting control flow corresponding to a selection operation of the starting confirmation popup window is executed in response to the selection operation, so that a starting control result is obtained.
8. 8. A power-on control device, characterized in that it is applied to a terminal device, said device comprising: The acquisition module is used for acquiring at least one piece of startup decision information when the startup request is detected; the determining module is used for determining starting decision result information corresponding to the starting decision information through a decision model, wherein the starting decision result information comprises at least one of starting execution, starting interception or popup confirmation; and the control module is used for performing starting control according to the starting decision result information to obtain a starting control result.
9. 9. An electronic device comprising a memory, a processor and a computer program stored on the memory and executable on the processor, the processor implementing the steps in the power-on control method according to any one of claims 1-7 when the computer program is executed.
10. 10. A storage medium having stored thereon a computer program which, when executed by a processor, implements the steps of the power-on control method according to any of claims 1-7.

Description

Startup control method and device, electronic equipment and computer readable storage medium Technical Field The present application relates to the field of terminal devices, and in particular, to a startup control method, a startup control device, an electronic device, and a computer readable storage medium. Background With the development of terminal equipment, various technologies and controls are fused on the terminal equipment. Starting up is a basic function of terminal equipment, and along with the diversified development of terminal equipment technology and control modes, the control of starting up also faces some experience problems. For example, the diversity of the booting modes makes false booting a current terminal device a problem of booting control. At present, a situation of reducing false start-up is designed by making a start-up decision or judgment through user distance detection, behavior habit and the like. However, the accuracy of the current startup decision or judgment is further improved. Disclosure of Invention The embodiment of the application provides a startup control method, a startup control device, electronic equipment and a computer readable storage medium, which can further improve the accuracy of startup control. In a first aspect, an embodiment of the present application provides a startup control method, which is applied to a terminal device, where the method includes: When a starting request is detected, at least one starting decision information is obtained; determining starting decision result information corresponding to the starting decision information through a decision model, wherein the starting decision result information comprises at least one of starting execution, starting interception and popup confirmation; and performing starting control according to the starting decision result information to obtain a starting control result. In a second aspect, an embodiment of the present application further provides a power-on control device, which is applied to a terminal device, where the device includes: The acquisition module is used for acquiring at least one piece of startup decision information when the startup request is detected; the determining module is used for determining starting decision result information corresponding to the starting decision information through a decision model, wherein the starting decision result information comprises at least one of starting execution, starting interception or popup confirmation; and the control module is used for performing starting control according to the starting decision result information to obtain a starting control result. Optionally, in some embodiments of the present application, the startup decision information includes current startup feature information and historical startup feature information; The determining the boot decision result information corresponding to the boot decision information through the decision model comprises the following steps: extracting current decision feature information, historical decision feature information and associated decision feature information through the decision model according to the current starting feature information and the historical starting feature information; fusing the current decision feature information, the historical decision feature information and the associated decision feature information to obtain target startup decision feature information; and determining the starting decision result information according to the target starting decision feature information. Optionally, in some embodiments of the present application, the current boot feature information includes at least one of current boot time information, current boot mode information, current boot sensing information, or current boot scene information; The historical starting-up characteristic information comprises at least one of historical starting-up time information, historical starting-up mode information or user portrait information; The step of extracting current decision feature information, historical decision feature information and associated decision feature information through the decision model according to the current startup feature information and the historical startup feature information comprises the following steps: Calculating first similarity of the current starting-up time information and the historical starting-up time information, and fusing the first similarity, the current starting-up mode information, the current starting-up induction information and the current starting-up scene information to obtain the current decision feature information; Extracting a distribution rule of the historical starting time information to obtain historical time distribution characteristic information, and fusing the historical time distribution characteristic information, the historical starting mode information and the user portrait information to obtain the historical decisio