Application control method and device of wearable equipment, electronic equipment and storage medium

Abstract

The invention discloses an application control method and device of wearable equipment, electronic equipment and a storage medium, and the method comprises the steps: collecting physiological state data and behavior data corresponding to a target user; and determining a control level corresponding to the target user according to the physiological state data and the behavior data, and performing application control on the wearable device based on the control level. On the basis of the technical scheme, the physiological state data and the behavior data corresponding to the user are collected, then the control levels of different levels are determined according to the physiological state data and the behavior data, then hierarchical dynamic adjustment of the wearable device is achieved according to the control levels, and hierarchical guidance of the target user is achieved.

Description

TECHNICAL FIELD

[0001] The present application relates to the technical field of intelligent wearable devices, and particularly relates to an application control method and device of a wearable device, an electronic device, and a storage medium. BACKGROUND

[0002] In order to facilitate guardianship of minors, a smart wearable device can be worn by a minor, and the location information of the minor can be viewed in real time through the smart wearable device, so that remote guardianship of the minor can be realized and the safety of the minor can be ensured.

[0003] However, when the minor uses the smart wearable device, the minor will inevitably be addicted to the application services provided by the smart wearable device. When the existing technical solution detects the addiction, the related functions in the device are directly disabled, and corresponding guidance cannot be provided for the minor, which is not conducive to the healthy development of the minor. SUMMARY

[0004] The present application provides an application control method and device of a wearable device, an electronic device, and a storage medium. Physiological state data and behavior data corresponding to a user are collected, and different levels of control levels are determined according to the physiological state data and the behavior data, so that hierarchical dynamic adjustment of the wearable device is realized according to the control levels, and hierarchical guidance of a target user is realized.

[0005] According to an aspect of the present application, an application control method of a wearable device is provided, which includes the following steps.

[0006] Collecting physiological state data and behavior data corresponding to a target user;

[0007] Determining a control level corresponding to the target user according to the physiological state data and the behavior data, and performing application control on the wearable device based on the control level.

[0008] According to another aspect of the present application, an application control device of a wearable device is provided, which includes the following modules.

[0009] A data collection module is configured to collect physiological state data and behavior data corresponding to a target user;

[0010] An application control module is configured to determine a control level corresponding to the target user according to the physiological state data and the behavior data, and perform application control on the wearable device based on the control level.

[0011] According to another aspect of the present application, an electronic device is provided, which includes the following components.

[0012] At least one processor; and

[0013] a memory connected with the at least one processor in communication; wherein,

[0014] The memory stores a computer program executable by the at least one processor, and the computer program is executed by the at least one processor to enable the at least one processor to perform the application control method of the wearable device according to any one of the embodiments of the present application.

[0015] According to another aspect of the present application, a computer readable storage medium is provided, which stores computer instructions for enabling a processor to implement the application control method of the wearable device according to any one of the embodiments of the present application when executed by the processor.

[0016] The technical solution of the embodiments of the present application acquires physiological state data and behavior data corresponding to a target user, and then determines a control level corresponding to the target user according to the physiological state data and the behavior data, and performs application control on the wearable device based on the control level. Based on the above technical solution, physiological state data and behavior data corresponding to a user are acquired, and then different levels of control levels are determined according to the physiological state data and the behavior data, and then the wearable device is dynamically adjusted according to the control level, thereby achieving hierarchical guidance to the target user.

[0017] It should be understood that the content described in this part is not intended to identify key or important features of the embodiments of the present application, nor is it used to limit the scope of the present application. Other features of the present application will become apparent from the following description. BRIEF DESCRIPTION OF DRAWINGS

[0018] In order to more clearly illustrate the technical solutions in the embodiments of the present application, the drawings needed in the embodiment description will be briefly introduced as follows. Obviously, the drawings in the following description are only some embodiments of the present application, and other drawings can be obtained by those skilled in the art without creative labor.

[0019] Figure 1 is a flowchart of an application control method of a wearable device provided by the embodiments of the present application;

[0020] Figure 2 is a display interface schematic diagram under a mild warning level provided by the embodiments of the present application;

[0021] Figure 3 is a display interface schematic diagram under a moderate intervention level provided by the embodiments of the present application;

[0022] Figure 4is a flow chart of an application control method of a wearable device provided by an embodiment of the present application;

[0023] Figure 5 is a display interface schematic diagram under an emergency protection level provided by an embodiment of the present application;

[0024] Figure 6 is a structural block diagram of an application control device of a wearable device provided by an embodiment of the present application;

[0025] Figure 7 is a structural schematic diagram of an electronic device provided by an embodiment of the present application. DETAILED DESCRIPTION

[0026] In order to make the personnel in the technical field better understand the present application scheme, the technical scheme in the embodiments of the present application will be clearly and completely described below in conjunction with the drawings in the embodiments of the present application. Obviously, the described embodiments are only a part of the embodiments of the present application, not all the embodiments. Based on the embodiments in the present application, all other embodiments obtained by the person skilled in the art without creative labor should belong to the scope of protection of the present application.

[0027] It should be noted that the terms "first", "second" and the like in the specification and claims of the present application and the above-described drawings are used to distinguish similar objects, and do not necessarily indicate a specific order or a chronological sequence. It should be understood that the data thus used can be interchanged under appropriate circumstances, so that the embodiments of the present application described herein can be implemented in an order other than that illustrated or described herein. In addition, the terms "include" and "have" and any variations thereof are intended to cover non-exclusive inclusion, for example, a process, method, system, product or device that includes a series of steps or units does not have to be limited to those steps or units clearly listed, but can include other steps or units that are not clearly listed or inherent to these processes, methods, products or devices.

[0028] It should be noted that the acquisition, storage, use, processing and the like of data in the technical scheme of the present application all comply with the relevant provisions of national laws.

[0029] Embodiment one

[0030] Figure 1is a flowchart of an application control method of a wearable device provided by the embodiment of the present application. The embodiment can be applicable to the case where the physiological state data and the behavior data of a target user are used to control the application of the wearable device during the use of the wearable device by the target user. The method can be executed by an application control device of the wearable device. The application control device of the wearable device can be implemented in the form of hardware and / or software. The application control device of the wearable device can be configured in an electronic device. The electronic device can be a smart wearable device such as a smart watch, a smart bracelet, etc. Preferably, the smart wearable device can be a child phone watch. As shown in Figure 1 The method comprises the following steps.

[0031] S110, collecting physiological state data and behavior data corresponding to a target user.

[0032] The physiological state data can be sensor data corresponding to the target user collected by a sensor arranged in the wearable device. The behavior data can be behavior data collected by a sensor arranged in the wearable device. The target user can be a user wearing the wearable device. It should be noted that the technical solution of the present application is used to control the application of the target user. Therefore, the target user can be a minor.

[0033] Specifically, the physiological state data and the behavior data corresponding to the target user are collected by a sensor arranged in the wearable device. For example, the heart rate data corresponding to the target user can be collected by a heart rate sensor. The skin galvanic response corresponding to the target user can be collected by an electrodermal sensor. The pressure data can be collected by a pressure sensor. The physiological state data corresponding to the target user can be collected by other sensors arranged in the wearable device. The touch behavior data can be collected by an acceleration sensor. The environmental sound data corresponding to the surrounding environment of the target user can be collected by a microphone.

[0034] S120, determining a control level corresponding to the target user according to the physiological state data and the behavior data, and performing application control on the wearable device based on the control level.

[0035] The control level can be a level used to represent the application control of the wearable device. Different control levels correspond to different application control schemes.

[0036] Specifically, the control level corresponding to the target user is determined according to the physiological state data and the behavior data, and then the application control of the wearable device is realized according to the control level. For example, the physiological state data can be matched with a pre-set data interval, which can include a health data interval and a first abnormal data interval, a second abnormal data interval and a third abnormal data interval. For example, the health data interval can correspond to a normal resting heart rate interval, which can be 60-100 times per minute. The first abnormal data interval can be a heart rate region in which the heart rate is in an abnormal range, which can be 100-110 times per minute. The first abnormal data interval can correspond to a mild warning level. The second abnormal data interval can correspond to a moderate intervention level, which can be 110-120 times per minute. The third abnormal data interval can correspond to an emergency protection level, which can be 120-130 times per minute. Then, the control level corresponding to the target user is determined according to the data interval in which the physiological state data of the target user is located. On this basis, whether the target user has an abnormal operation behavior can be determined according to the behavior data, and the control level is further divided according to whether there is an abnormal operation behavior, thereby realizing the hierarchical dynamic adjustment of the wearable device and realizing the hierarchical guidance to the target user.

[0037] On the basis of the above technical solution, the physiological state data includes heart rate data, and the control level corresponding to the target user is determined according to the physiological state data and the behavior data, including: determining the heart rate variation corresponding to the target user based on the heart rate data, and determining the emotional state of the target user according to the heart rate variation; in the case that the emotional state of the target user is an abnormal emotional state, the control level is determined to be a mild warning.

[0038] The heart rate variation can be the variation of heart rate per unit time, for example, the unit time can be 1s, and the heart rate variation can be the heart rate difference between the n+1s and the n s. The emotional state can be state information for indicating whether the current emotion of the target user is stable. For example, when the state of the user is unstable, the heart rate data will fluctuate greatly with the emotional state, that is, the heart rate variation will mutate, and then the emotional state of the target user can be measured according to the heart rate variation.

[0039] Specifically, the heart rate variation corresponding to the target user can be determined based on the heart rate data by calculating the difference between the current heart rate and the previous heart rate, and the corresponding relationship between the heart rate variation and the emotional state is preset, for example, when the heart rate variation exceeds the preset threshold, it is determined that the emotional state of the target user is an abnormal emotional state; when the heart rate variation is within the normal range, it is determined that the emotional state of the target user is a normal emotional state, and then when the emotional state of the target user is an abnormal emotional state, the control level is determined to be a mild warning.

[0040] On the basis of the above technical solutions, the wearable device is controlled based on the control level, including: when the control level is a mild warning, the wearable device is controlled to vibrate and prompt, and warning information is generated according to the emotional state and the device use time and is displayed in a pop-up window; when it is detected that the target user stops using the wearable device, the target user is sent a reward.

[0041] The vibration prompt can be a vibration of the wearable device controlled according to preset vibration parameters. The device use time can be understood as the time length of the target user continuously using the wearable device, for example, a timer can be preset to record the screen-on time of the wearable device in real time. It should be noted that the timer can start timing when the device screen is on and clear the timing when the device screen is off. The warning information can be prompt information for prompting the target user that the use time is too long. The prompt information can be text prompt information, and can also be voice prompt information. The text prompt information can be displayed in a pop-up window while the voice prompt information is played. The reward can be understood as a virtual prize for encouraging the target user, for example, reward points, etc.

[0042] Specifically, in the case of a mild warning control level, the wearable device is controlled to vibrate, and warning information is generated and displayed in a pop-up window according to the emotional state and device usage time; when it is detected that the target user stops using the wearable device, an award is sent to the target user. For example, when the control level is a mild warning, the wearable device vibrates according to a preset vibration frequency and duration to attract the attention of the target user. For example, the vibration frequency is 2 times per second, and the vibration lasts for 5 seconds, and then warning information is generated according to the emotional state and device usage time. If the emotional state is anxiety, and the device usage time exceeds 2 hours, the warning information can include content such as "it is detected that your current emotional state is relatively anxious, and the wearable device has been used for a long time, so it is recommended that you take a break and relax your body and mind". Specifically, different emotional state and device usage time interval corresponding speech templates can be preset, the appropriate content is selected from the templates to generate the warning information by matching the current emotional state and device usage time, and a warning information window is popped up on the screen of the wearable device, the window displays the generated warning information content, and a certain display time is set, such as 10 seconds, to ensure that the target user has enough time to read the information, and then by detecting the sensor data of the wearable device, when no user operation is detected for 10 consecutive minutes, it is determined that the target user stops using the wearable device, and a virtual award such as points, medals, etc. is sent to the target user. The reward information is sent to the user in the form of a notification through the application program of the wearable device, and the reward record obtained by the user is displayed on the personal center interface of the application program. For example, a notification "congratulations on obtaining 10 points award, which can be exchanged for a desired gift in the points mall" is sent.

[0043] As shown in the example of FIG. 2, Figure 2 As shown in the example of FIG. 2,

[0044] On the basis of the above technical solutions, the physiological state data includes skin electrical response; the control level corresponding to the target user is determined according to the physiological state data and the behavior data, including: determining the sweat gland activity of the target user according to the skin electrical response, determining whether the target user is in an abnormal operation state according to the sweat gland activity; in the case that the target user is in an abnormal operation state, the control level is determined to be moderate intervention.

[0045] The skin galvanic response is used to reflect the activity of the sympathetic nervous system. When the human body is in a state of tension, excitement or emotional fluctuation, the sweat glands secrete more, causing the skin conductance to rise. Conversely, when relaxed, the conductance decreases. By measuring the resistance or conductance change between two points on the skin, the physiological signal can be obtained. The sweat gland activity can be understood as data for representing the activity level of the sweat glands of the user.

[0046] Specifically, the pre-trained machine learning model can be used to input the collected skin galvanic response data into the machine learning model. The model is trained based on a large amount of data on the relationship between known skin galvanic response and sweat gland activity, and can output the corresponding sweat gland activity index according to the input skin galvanic response value. The sweat gland activity index can be represented by a numerical range, for example, 0-100. The larger the value, the higher the sweat gland activity. Then, according to the sweat gland activity, it is determined whether the target user is in an abnormal operation state, and in the case that the target user is in an abnormal operation state, the control level is determined to be moderate intervention. For example, a normal range threshold can be set for the sweat gland activity, and the normal range of the sweat gland activity is 20-60. If the sweat gland activity exceeds the normal range, it is determined that the target user is in an abnormal operation state. For example, if the sweat gland activity is 75, it is determined that the target user is in an abnormal operation state.

[0047] On the basis of the above technical solutions, the application control of the wearable device is performed based on the control level, including: in the case that the control level is moderate intervention, a disable prompt pop-up window is displayed in the display interface of the wearable device based on a preset time length and a blacklist application; after the preset time length, the blacklist application is displayed in a gray state in the application interface of the wearable device; when a trigger operation corresponding to the blacklist application is detected, a whitelist application is prompted to the target user, and an application interface corresponding to the whitelist application is jumped to.

[0048] The preset time length can be a pre-set prompt time length. The blacklist application can be understood as a pre-set list of application names. The disable prompt pop-up window can be a pop-up window information for prompting the user that the function will be disabled. The gray state display can be understood as adjusting the display color of the blacklist application to gray. The whitelist application can be a pre-set list of application names that are not disabled, which can include an emergency contact function and a breathing training function.

[0049] Specifically, in the case that the control level is moderate intervention, a disable prompt pop-up window is displayed in the display interface of the wearable device based on a preset time length and a blacklist application, and after the pop-up window prompt meets the preset time length, the blacklist application is displayed in a gray state in the application interface of the wearable device. When a trigger operation corresponding to the blacklist application is detected, a whitelist application is prompted to the target user, and an application interface corresponding to the whitelist application is jumped to.

[0050] As shown in Figure 3 As shown in FIG. 3, the user uses the watch in the game interface 310, the watch collects the sweat gland activity data through the sensor electrodermal activity (EDA), analyzes that the user is in the state of tension or addictive operation, and triggers the moderate intervention mechanism. The watch reminds the user that the blacklisted application will be closed in 5 minutes through the pop-up window 320, and the restricted application is displayed in gray in the application list 330. When it is detected that the user triggers the blacklisted application, the application list 340 is displayed to prompt the user that “this application is disabled, go to the breathing training to disable it”, and the user can regulate emotions through the breathing training function 350 to degrade or remove the restriction.

[0051] The technical scheme of the embodiment of the present application collects physiological state data and behavior data corresponding to the target user, and then determines a control level corresponding to the target user according to the physiological state data and the behavior data, and performs application control on the wearable device based on the control level. Based on the above technical scheme, the physiological state data and the behavior data corresponding to the user are collected, and then different levels of control levels are determined according to the physiological state data and the behavior data, and the wearable device is dynamically adjusted according to the control level, so that the target user is guided in stages.

[0052] Embodiment two

[0053] Figure 4 A flowchart of an application control method of a wearable device provided by the embodiment of the present application, the embodiment further optimizes the technical scheme of determining a control level corresponding to a target user according to physiological state data and behavior data on the basis of the above technical scheme. As shown in Figure 4 , it includes:

[0054] S410, in the case that the control level is mild warning and / or moderate intervention, determining whether the target user has abnormal use behavior based on the acceleration data and / or environmental sound data.

[0055] The acceleration data can be acceleration data collected by a six-axis accelerometer arranged in the wearable device. The environmental sound data is the sound data of the surrounding environment collected by a sound sensor arranged in the wearable device, for example, the environmental sound data is collected by a microphone.

[0056] Specifically, in the case that the target user is detected to be in an abnormal emotional state and / or an abnormal operation state, acceleration data and environmental sound data are collected, and it is determined whether the user frequently clicks the wearable device according to the acceleration data, or whether the user has abnormal behavior according to the environmental sound data. For example, it is determined that the user frequently clicks the wearable device according to the acceleration data, such as a sudden increase in click operations exceeding a preset operation threshold. For example, a threshold of click operations can be preset, and the collected click operations are compared with the threshold of click operations to determine whether the user has abnormal use behavior. It can also be determined whether there is a crying sound or a noisy sound in the environmental sound data to determine whether the user has abnormal use behavior. Preferably, sound recognition information corresponding to the target user can be collected in advance, and the environmental sound data is analyzed according to the sound recognition information to determine whether there is a crying sound or a noisy sound in the environmental sound data that matches the sound recognition information corresponding to the target user, thereby determining whether the target user has abnormal use behavior.

[0057] S420, in the case that the target user has abnormal use behavior, determining that the control level is emergency protection.

[0058] Specifically, in the case that the target user has abnormal use behavior, it is determined that the control level is emergency protection.

[0059] On the basis of the above technical solutions, the wearable device is controlled based on the control level, including: in the case that the control level is emergency protection, triggering a disabled mode corresponding to the wearable device; and adjusting a display interface of the wearable device to a disabled mode interface based on the disabled mode.

[0060] The disabled mode interface only retains a trigger control corresponding to a white list application. The disabled mode can be a mode for forcibly disabling the wearable device. The disabled mode interface can be a display interface corresponding to the disabled mode. The disabled mode interface can only display necessary device information such as device power, time and date, and a disabled mode prompt to the user, and only retains a function trigger control and trigger logic corresponding to a white list application in the disabled mode interface.

[0061] Specifically, in the case that the control level is emergency protection, a disabled mode corresponding to the wearable device is triggered, and a display interface of the wearable device is adjusted to a disabled mode interface based on the disabled mode. For example, Figure 5As shown, the user uses the watch at a certain game interface 510, the watch collects gesture frequency, amplitude and environmental sound analysis such as crying, quarreling, etc. through a six-axis accelerometer or a microphone, analyzes that the user is in a violent operation or an abnormal use behavior state, triggers an emergency protection mechanism, the watch enables a disabling function, and displays a disabling mode interface 520 in the display page of the smart watch. The disabling mode 520 only retains the contact function of the administrator in the contact list 530 and the function of the breathing training 540. The user can regulate emotions through the breathing training function and degrade or remove the restrictions.

[0062] It should be noted that, on the basis of the above technical solutions, in order to realize the hierarchical dynamic adjustment of the target user, the heart rate data of the target user can be determined first to determine whether the target user is in an emotional abnormal state, that is, in the case that the target user is in an anxiety or excitement state, a mild warning mode is determined, in the case that the target user is in the mild warning mode, the sweat gland activity corresponding to the target user is determined according to the galvanic skin response, whether the target user is in an abnormal operation state is determined according to the sweat gland activity, and then in the case that the target user is in an abnormal operation state, the control level is determined to be moderate intervention; in the case that the target user is in moderate intervention, whether the user has an abnormal operation behavior is determined according to the behavior data, and then in the case that the user has an abnormal operation behavior, the control level is adjusted to emergency protection.

[0063] In the case that the target user is in the protection mode, the target user can degrade in advance by actively performing breathing training, or monitor the heart rate data of the target user in real time, and when the heart rate data of the target user returns to the normal heart rate interval, the target user is automatically degraded, or automatically exits the protection mode, for example, the user heart rate / pressure value returns to the normal range and is automatically degraded, or is removed in advance through breathing training. The user can complete 3 minutes of deep breathing through the breathing training mode.

[0064] The technical solutions of the embodiments of the present application collect physiological state data and behavior data corresponding to the target user, and then determine a control level corresponding to the target user according to the physiological state data and the behavior data, and control the application of the wearable device based on the control level. Based on the above technical solutions, the physiological state data and behavior data corresponding to the user are collected, and then different levels of control levels are determined according to the physiological state data and the behavior data, and then the hierarchical dynamic adjustment of the wearable device is realized according to the control level, and the hierarchical guidance of the target user is realized.

[0065] Embodiment three

[0066] Figure 6 is a structural block diagram of an application control device of a wearable device provided by the embodiments of the present application. As shown in Figure 6As shown, the device comprises a data acquisition module 610 and an application control module 620; wherein,

[0067] The data acquisition module 610 is configured to acquire physiological state data and behavior data corresponding to a target user.

[0068] The application control module 620 is configured to determine a control level corresponding to the target user according to the physiological state data and the behavior data, and perform application control on the wearable device based on the control level.

[0069] On the basis of the above technical solution, the physiological state data comprises heart rate data, and the application control module is configured to determine a heart rate variation corresponding to the target user based on the heart rate data, and determine an emotional state of the target user according to the heart rate variation; in the case that the emotional state of the target user is an abnormal emotional state, the control level is determined to be a mild warning.

[0070] On the basis of the above technical solution, the physiological state data comprises a galvanic skin response; and the application control module is configured to determine a sweat gland activity corresponding to the target user according to the galvanic skin response, and determine whether the target user is in an abnormal operation state according to the sweat gland activity; in the case that the target user is in an abnormal operation state, the control level is determined to be a moderate intervention.

[0071] On the basis of the above technical solution, the behavior data comprises acceleration data and environmental sound data; and the application control module is configured to determine whether the target user has an abnormal use behavior based on the acceleration data and / or environmental sound data in the case that the control level is a mild warning and / or a moderate intervention; and in the case that the target user has an abnormal use behavior, the control level is determined to be an emergency protection.

[0072] On the basis of the above technical solution, the application control module is configured to control the wearable device to perform a vibration prompt in the case that the control level is a mild warning, and generate a warning information according to the emotional state and a device use duration and perform a pop-up display; and in the case that it is detected that the target user stops using the wearable device, send an award to the target user.

[0073] On the basis of the technical scheme, the application control module is configured to, in the case of the control level being moderate intervention, display a disable prompt pop-up window in the display interface of the wearable device based on a preset time length and a black list application; after the preset time length, the black list application is displayed in a gray state in the application interface of the wearable device; when a trigger operation corresponding to the black list application is detected, the target user is prompted with a white list application, and the application interface corresponding to the white list application is jumped to.

[0074] On the basis of the technical scheme, the application control module is configured to, in the case of the control level being moderate intervention, display a disable prompt pop-up window in the display interface of the wearable device based on a preset time length and a black list application; after the preset time length, the black list application is displayed in a gray state in the application interface of the wearable device; when a trigger operation corresponding to the black list application is detected, the target user is prompted with a white list application, and the application interface corresponding to the white list application is jumped to.

[0075] The technical scheme of the embodiment of the present application collects physiological state data and behavior data corresponding to the target user, and then determines a control level corresponding to the target user according to the physiological state data and the behavior data, and controls the applications of the wearable device based on the control level. Based on the above technical scheme, the physiological state data and behavior data corresponding to the user are collected, and then different levels of control levels are determined according to the physiological state data and the behavior data, and the wearable device is dynamically adjusted according to the control level, thereby achieving hierarchical guidance of the target user.

[0076] The application control device of the wearable device provided by the embodiment of the present application can execute the application control method of the wearable device provided by any embodiment of the present application, and has the corresponding function modules and beneficial effects of the execution method.

[0077] Embodiment Four

[0078] Figure 7 A structural schematic diagram of an electronic device 10 that can be used to implement embodiments of the present application is shown. The electronic device can represent various forms of mobile devices, such as personal digital processors, smart phones, wearable devices (e.g., watches), and other similar computing devices. The components shown herein, their connections and relationships, and their functions, are merely examples and are not intended to limit implementations of the present application described and / or claimed herein.

[0079] As Figure 7As shown, the electronic device 10 includes at least one processor 11, and a memory, such as a read-only memory (ROM) 12, a random access memory (RAM) 13, etc., connected to the at least one processor 11 in communication. The memory stores a computer program executable by the at least one processor 11, and the processor 11 can perform various appropriate actions and processes according to the computer program stored in the read-only memory (ROM) 12 or loaded from the storage unit 18 into the random access memory (RAM) 13. In the RAM 13, various programs and data required for the operation of the electronic device 10 can also be stored. The processor 11, the ROM 12, and the RAM 13 are connected to each other through a bus 14. An input / output (I / O) interface 15 is also connected to the bus 14.

[0080] Various components in the electronic device 10 are connected to the I / O interface 15, including an input unit 16, such as a touch screen, watch buttons, etc., an output unit 17, such as various types of displays, speakers, etc., a storage unit 18, such as a magnetic disk, etc., and a communication unit 19, such as a network card, Bluetooth, etc. The communication unit 19 allows the electronic device 10 to exchange information / data with other devices through a computer network, such as the Internet, and / or various telecommunication networks.

[0081] The processor 11 can be various general and / or special purpose processing components having processing and computing capabilities. Some examples of the processor 11 include, but are not limited to, a central processing unit (CPU), a graphics processing unit (GPU), and any appropriate processor, controller, microcontroller, etc. The processor 11 performs various methods and processes described above, such as the application control method of the wearable device.

[0082] In some embodiments, the application control method of the wearable device can be implemented as a computer program tangibly embodied in a computer readable storage medium, such as the storage unit 18. In some embodiments, part or all of the computer program can be loaded and / or installed onto the electronic device 10 via the ROM 12 and / or the communication unit 19. When the computer program is loaded into the RAM 13 and executed by the processor 11, one or more steps of the application control method of the wearable device described above can be performed. Alternatively, in other embodiments, the processor 11 can be configured to perform the application control method of the wearable device by any other appropriate means (e.g., by means of firmware).

[0083] The various embodiments of the systems and techniques described above can be implemented in computer hardware, firmware, software, and / or combinations thereof. These various embodiments can include implementation in one or more computer programs that are executable and / or interpretable on a programmable system including at least one programmable processor, which can be special or general purpose, coupled to receive data and instructions from, and to transmit data and instructions to, a storage system, at least one input device, and at least one output device.

[0084] Computer programs used to implement the processes of the present application can be written in any combination of one or more programming languages. These computer programs can be provided to a processor of a general purpose computer, special purpose computer, or other programmable data processing apparatus, such that the computer programs, when executed, enable the functions / acts specified in the flow diagrams and / or block diagrams to be implemented. The computer programs can be executed in whole on a machine, partially on a machine, partially on a machine and partially on a remote machine or entirely on a remote machine or server.

[0085] In the context of the present application, a computer readable storage medium can be a tangible medium that can contain or store computer programs for use by or in connection with an instruction execution system, apparatus, or device. The computer readable storage medium can be a machine-readable signal medium. More specific examples of the machine readable storage medium will include one or more lines of a program of instructions in a transitory signal form, a portable computer diskette, a hard disk, a random access memory (RAM), a read-only memory (ROM), an erasable programmable read-only memory (EPROM or Flash memory), or any suitable combination thereof.

[0086] To provide for interaction with a user, the systems and techniques described here can be implemented on an electronic device having a display device (e.g., a LCD or OLED (liquid crystal display) monitor) for displaying information to the user and a touch-interactive screen or watch buttons, etc. by which the user can provide input to the electronic device. Other kinds of devices can be used to provide for interaction with a user as well; for example, feedback provided to the user can be any form of sensory feedback (e.g., visual feedback, auditory feedback, or tactile feedback); and input from the user can be received in any form, including acoustic, speech, or tactile input.

[0087] It should be understood that the various forms of flow shown above can be used to reorder, add, or remove steps. For example, the steps recited in the present application can be performed in parallel, in series, or in a different order, as long as the desired results of the present application are achieved, which is not limited herein.

[0088] The foregoing detailed description has not described the limitations of the scope of protection of the present application. Those skilled in the art should understand that various modifications, combinations, sub-combinations, and substitutions can be made according to design requirements and other factors. Any modifications, equivalent substitutions, and improvements made within the spirit and principles of the present application should be included in the scope of protection of the present application.

Claims

1. An application control method for a wearable device, characterized in that, include: Collect physiological and behavioral data corresponding to the target users; Based on the physiological state data and the behavioral data, a control level corresponding to the target user is determined, and the wearable device is applied and controlled based on the control level.

2. The method according to claim 1, characterized in that, The physiological state data includes heart rate data. Determining the control level corresponding to the target user based on the physiological state data and the behavioral data includes: Based on the heart rate data, determine the heart rate change corresponding to the target user, and determine the emotional state of the target user based on the heart rate change; If the target user's emotional state is abnormal, the control level is determined to be a mild warning.

3. The method according to claim 1, characterized in that, The physiological state data includes skin conductance response; the determination of the control level corresponding to the target user based on the physiological state data and the behavioral data includes: The sweat gland activity level corresponding to the target user is determined based on the skin conductance response, and whether the target user is in an abnormal operating state is determined based on the sweat gland activity level. If the target user is in an abnormal operating state, the control level is determined to be moderate intervention.

4. The method according to claim 2 or 3, characterized in that, The behavioral data includes acceleration data and ambient sound data; determining the control level corresponding to the target user based on the physiological state data and the behavioral data includes: When the control level is mild warning and / or moderate intervention, the system determines whether the target user has abnormal usage behavior based on the acceleration data and / or ambient sound data. If the target user exhibits abnormal usage behavior, the control level is determined to be emergency protection.

5. The method according to claim 2, characterized in that, Application control of the wearable device based on the control level includes: When the control level is set to mild warning, the wearable device is controlled to vibrate as a notification, and warning information is generated and displayed in a pop-up window based on the emotional state and device usage time. When it is detected that the target user has stopped using the wearable device, a reward is sent to the target user.

6. The method according to claim 3, characterized in that, Application control of the wearable device based on the control level includes: When the control level is moderate intervention, a disabling prompt pop-up is displayed on the display interface of the wearable device based on a preset duration and a blacklist application. After the preset duration, the blacklisted applications will be displayed in grayscale in the application interface of the wearable device. When a trigger operation corresponding to the blacklisted application is detected, the target user is prompted to use the whitelisted application and is redirected to the application interface corresponding to the whitelisted application.

7. The method according to claim 4, characterized in that, Application control of the wearable device based on the control level includes: When the control level is set to emergency protection, a disable mode corresponding to the wearable device is triggered. Based on the disabled mode, the display interface of the wearable device is adjusted to the disabled mode interface, wherein the disabled mode interface only retains the trigger controls corresponding to the whitelisted applications.

8. An application control device for a wearable device, characterized in that, include: The data acquisition module is used to collect physiological and behavioral data corresponding to the target user. An application control module is used to determine a control level corresponding to the target user based on the physiological state data and the behavioral data, and to perform application control on the wearable device based on the control level.

9. An electronic device, characterized in that, The electronic device includes: At least one processor; and A memory communicatively connected to the at least one processor; wherein, The memory stores a computer program that can be executed by the at least one processor, the computer program being executed by the at least one processor to enable the at least one processor to perform the application control method of the wearable device according to any one of claims 1-7.

10. A computer-readable storage medium, characterized in that, The computer-readable storage medium stores computer instructions that, when executed by a processor, implement the application control method of the wearable device according to any one of claims 1-7.

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