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CN-116962566-B - User shutdown sleeping time prediction method and device based on intelligent terminal

CN116962566BCN 116962566 BCN116962566 BCN 116962566BCN-116962566-B

Abstract

The invention discloses a method and a device for predicting the shutdown sleeping time of a user based on an intelligent terminal, wherein the method comprises the steps of collecting and acquiring the normal night shutdown time of the user intelligent terminal; the night average power-off time of the user intelligent terminal is calculated according to the obtained night power-off time of the user intelligent terminal, the sleeping reminding time of the user is determined based on the night average power-off time of the user intelligent terminal, and the user intelligent terminal is controlled to carry out corresponding reminding according to the sleeping reminding time of the user. According to the invention, the initial prediction sleep reminding time is obtained, and then the prediction accuracy is continuously improved as if the user is set or is set to a specific value through the feedback of the user reminding function, so that the suitable reminding time matched with the individuation of the user is inferred for different users.

Inventors

  • GUAN HAOWEN

Assignees

  • 深圳市酷开网络科技股份有限公司

Dates

Publication Date
20260505
Application Date
20230712

Claims (7)

  1. 1. The user shutdown sleeping time prediction method based on the intelligent terminal is characterized by comprising the following steps of: Collecting and acquiring night shutdown time of the user intelligent terminal; calculating the average night shutdown time of the user intelligent terminal according to the obtained night shutdown time of the user intelligent terminal; Determining sleeping reminding time of a user based on average night shutdown time of the user intelligent terminal; according to the sleeping reminding time of the user, controlling the intelligent terminal of the user to carry out corresponding reminding; the step of controlling the user intelligent terminal to carry out corresponding reminding according to the determined sleeping reminding time of the user comprises the following steps: When the sleeping reminding time is up, controlling the user intelligent terminal to carry out corresponding reminding, and acquiring feedback information of the reminding function of the user; according to feedback information of the user on the reminding function, the sleeping reminding time of the user is optimized and updated; The step of optimizing and updating the sleeping reminding time of the user according to the feedback information of the user to the reminding function comprises the following steps: obtaining feedback information of a user on a reminding function, wherein the feedback information comprises agreeing to sleeping reminding, selecting later reminding or disagreeing to overrule; when the acquired feedback information of the reminding function of the user is the reminding of the sleeping, comparing the acquired feedback information of the reminding function of the user with the average night shutdown time of the user according to the time of the past agreement of the user; when the time difference between the two times exceeds the first preset time, the average power-off time of the user at night is used as the optimal updating sleeping reminding time of the user; When the time difference between the two times does not exceed the first preset time, the past agreement time of the user is used as the optimization updating time for reminding the user to sleep; The sleeping reminding time of the user is dynamically updated according to the feedback information and the past behavior habits of the user, so that the user can adapt to the actual demands and habit changes of the user better, the accuracy of the reminding function and the satisfaction degree of the user are improved, and the user is helped to develop healthier sleeping habits; The step of determining the sleeping reminding time of the user based on the average night shutdown time of the user intelligent terminal comprises the following steps: collecting shutdown time data of the user intelligent terminal in a past designated time period; analyzing the collected shutdown time data, and calculating the average night shutdown time of the user; based on the calculated night average shutdown time of the user, obtaining the average sleeping time of the user through averaging; determining sleeping reminding time of the user based on the obtained average sleeping time of the user; If the user smart phone is not powered off, the night light turning-off time information and the acceleration action information of the user are obtained in real time through a sensor on the user smart phone, and the sleeping time of the user is analyzed through the night light turning-off time information and the acceleration action information of the user.
  2. 2. The method for predicting the sleep time of a user based on an intelligent terminal according to claim 1, wherein the step of controlling the intelligent terminal of the user to carry out the corresponding reminding according to the determined sleep reminding time of the user comprises the following steps: And when the next day is the holiday time, controlling to delay the determined sleeping reminding time of the user by a second preset time.
  3. 3. The method for predicting the power-off sleeping time of a user based on an intelligent terminal according to claim 1, wherein the step of collecting and acquiring the night power-off time of the user intelligent terminal comprises the following steps: The method comprises the steps that corresponding data acquisition application is installed on a user intelligent terminal or a log recording function of a system is used, and startup and shutdown time data of the user intelligent terminal are collected; recording and storing the acquired shutdown time data of the user intelligent terminal; Analyzing and processing the collected shutdown time data to obtain the usual night shutdown time of the user intelligent terminal.
  4. 4. The method for predicting the sleep time of a user power-off based on an intelligent terminal according to claim 1, wherein the step of calculating the average power-off time of the user intelligent terminal in the past night according to the obtained night power-off time of the user intelligent terminal in the past comprises the steps of: extracting a plurality of night shutdown times of the user intelligent terminal; and calculating the average night shutdown time of the user intelligent terminals based on the extracted night shutdown time of the plurality of user intelligent terminals.
  5. 5. A user shutdown sleeping time prediction device based on an intelligent terminal, which is applied to the user shutdown sleeping time prediction method based on the intelligent terminal according to any one of claims 1-4, and is characterized in that the device comprises: the collection and acquisition module is used for collecting and acquiring the night shutdown time of the user intelligent terminal; the computing module is used for computing the average night shutdown time of the user intelligent terminal according to the acquired night shutdown time of the user intelligent terminal; The sleep reminding time determining module is used for determining the sleep reminding time of the user based on the average night shutdown time of the user intelligent terminal; the reminding control module is used for controlling the intelligent terminal of the user to carry out corresponding reminding according to the determined sleeping reminding time of the user; the feedback module is used for acquiring feedback information of the reminding function of the user when the sleeping reminding time is up and the intelligent terminal of the user is controlled to carry out corresponding reminding; And the optimizing and updating module is used for optimizing and updating the sleeping reminding time of the user according to the feedback information of the user on the reminding function.
  6. 6. An intelligent terminal comprising a memory, and one or more programs, wherein the one or more programs are stored in the memory and configured to be executed by one or more processors, the one or more programs comprising instructions for performing the method of any of claims 1-4.
  7. 7. A non-transitory computer readable storage medium, wherein instructions in the storage medium, when executed by a processor of an electronic device, enable the electronic device to perform the method of any one of claims 1-4.

Description

User shutdown sleeping time prediction method and device based on intelligent terminal Technical Field The invention relates to the technical field of intelligent terminals, in particular to a user shutdown sleeping time prediction method and device based on an intelligent terminal, the intelligent terminal and a storage medium. Background Along with the development of science and technology and the continuous improvement of living standard of people, the use of various intelligent devices is becoming more and more popular, and the intelligent devices become an indispensable tool in the life of people. In order to ensure that a user grows good life work and rest, at present, some intelligent devices have a night sleep reminding function, but related functions of the intelligent devices in the prior art generally require the user to set reminding time and cannot automatically change, so that under the condition that the life work and rest of the user is changed, unless the user actively enters a setting page to change the original setting, reminding service can only be carried out according to the original setting time, and sometimes the intelligent devices are inconvenient for the user to use. Accordingly, there is a need for improvement and development in the art. Disclosure of Invention The technical problem to be solved by the invention is to provide a method and a device for predicting the user shutdown sleeping time based on an intelligent terminal, the intelligent terminal and a storage medium aiming at the defects in the prior art, the invention provides a time point prediction method for user shutdown sleeping based on intelligentization and user interaction, which can intelligently predict the change condition of the time point of user shutdown, and automatically update the sleeping time of the user, thereby better performing sleeping reminding service of the user. The technical scheme adopted by the invention for solving the problems is as follows: a user shutdown sleeping time prediction method based on an intelligent terminal comprises the following steps: Collecting and acquiring night shutdown time of the user intelligent terminal; calculating the average night shutdown time of the user intelligent terminal according to the obtained night shutdown time of the user intelligent terminal; Determining sleeping reminding time of a user based on average night shutdown time of the user intelligent terminal; And controlling the intelligent terminal of the user to carry out corresponding reminding according to the determined sleeping reminding time of the user. The method for predicting the sleeping time of the user shutdown based on the intelligent terminal comprises the following steps of: When the sleeping reminding time is up, controlling the user intelligent terminal to carry out corresponding reminding, and acquiring feedback information of the reminding function of the user; And optimizing and updating sleeping reminding time of the user according to feedback information of the user on the reminding function. The method for predicting the sleeping time of the user shutdown based on the intelligent terminal, wherein the step of optimizing and updating the sleeping reminding time of the user according to the feedback information of the user to the reminding function comprises the following steps: obtaining feedback information of a user on a reminding function, wherein the feedback information comprises agreeing to sleeping reminding, selecting later reminding or disagreeing to overrule; when the acquired feedback information of the reminding function of the user is the reminding of the sleeping, comparing the acquired feedback information of the reminding function of the user with the average night shutdown time of the user according to the time of the past agreement of the user; when the time difference between the two times exceeds the first preset time, the average power-off time of the user at night is used as the optimal updating sleeping reminding time of the user; and when the time difference between the two times does not exceed the first preset time, the past agreement time of the user is used as the optimized updating sleeping reminding time of the user. The method for predicting the sleeping time of the user shutdown based on the intelligent terminal, wherein the step of controlling the intelligent terminal of the user to carry out corresponding reminding according to the sleeping reminding time of the user is determined comprises the following steps: And when the next day is the holiday time, controlling to delay the determined sleeping reminding time of the user by a second preset time. The method for predicting the user shutdown sleeping time based on the intelligent terminal, wherein the step of collecting and acquiring the night shutdown time of the user intelligent terminal comprises the following steps: The method comprises the steps that corresponding data acquisition applicati