KR20240074602A - Electronic device for providing user customized health management and method thereof - Google Patents

Abstract

Embodiments in this disclosure relate to devices and methods for providing user-tailored health care based on IOT devices. An electronic device for this may include a memory, a communication unit, and at least one processor. Here, at least one processor controls the communication unit to receive event information from at least one electronic device, and collects health data and goal data from user health data that is preset or managed in response to user account information included in the event information. Obtaining, generating a coaching message corresponding to the user behavior information included in the event information based on the health data and goal data, controlling the communication unit to transmit the coaching message to at least one electronic device or a preset peripheral electronic device; , It may be configured to control the communication unit to receive feedback information corresponding to the coaching message from at least one electronic device or a preset peripheral electronic device. Here, the user health data may include health data including current body information preset by the user's input and target data including target body information preset by the user's input. Various other embodiments are possible.

Description

Device and method for providing customized health management {ELECTRONIC DEVICE FOR PROVIDING USER CUSTOMIZED HEALTH MANAGEMENT AND METHOD THEREOF}

This disclosure relates to a device and method for providing user-tailored health care based on IOT devices.

As user interest in health increases, customized health services for each user can be provided. For example, the user's health information (e.g., heart rate, body composition, sleep time, number of steps) can be recorded using a wearable device such as a smart watch. The user's recorded health information can be uploaded to the server. Users can record the goals they want to achieve. For example, a user who wants to lose weight or improve sleep can set a target weight or target sleep time. The server can provide users with solutions stored on the server based on the goals each user wants to achieve.

With the development of Internet of Things (IoT) technology, IoT devices (e.g. TVs, refrigerators, cooking appliances, air conditioners, washing machines, vacuum cleaners) are becoming increasingly popular in general households. You can communicate with IoT devices through electronic devices such as smartphones or smart watches. IoT devices can be controlled through a smartphone or smart watch. IoT devices can be linked to accounts through smartphones or smart watches. Customized services for each user can be provided through user accounts linked to IoT devices.

One embodiment of the present disclosure may provide an apparatus and method for providing user-customized health care based on an IOT device.

An electronic device according to an embodiment of the present disclosure may include a memory, a communication unit, and at least one processor. Here, at least one processor controls the communication unit to receive event information from at least one electronic device, and collects health data and goal data from user health data that is preset or managed in response to user account information included in the event information. Obtaining, generating a coaching message corresponding to the user behavior information included in the event information based on the health data and goal data, controlling the communication unit to transmit the coaching message to at least one electronic device or a preset peripheral electronic device; , It may be configured to control the communication unit to receive feedback information corresponding to the coaching message from at least one electronic device or a preset peripheral electronic device. Here, the user health data may include health data including current body information preset by the user's input and target data including target body information preset by the user's input.

An electronic device according to an embodiment of the present disclosure may include a memory, at least one sensor input unit, a communication unit display or audio module, and at least one processor. At least one processor uses a sensing signal provided by at least one of a proximity sensor, an image sensor, a pressure sensor, or a touch sensor included in the at least one sensor, or an input signal provided by a press or touch on an input unit to provide information to the user. Detect that event information has occurred, control the communication unit to transmit the event information to the server, control the communication unit to receive a coaching message generated from the server, and control the display to display visual information corresponding to the coaching message. , or controls the audio module to output auditory information corresponding to the coaching message, and outputs audible information corresponding to the coaching message, and outputs a voice input through a microphone, which is one of at least one sensor, or a touch panel included in the input unit in response to the visual information or auditory information. It may be configured to generate feedback information corresponding to the coaching message based on the touch signal and control the communication unit to transmit the feedback information to the server. Here, the coaching message is based on health data including current body information preset by the user's input and target data including target body information preset by the user's input. The user behavior information included in the event information is based on the current body information. This may be a message indicating that information can be changed.

The technical problems to be achieved in the present disclosure are not limited to the above-mentioned technical problems, and other technical problems not mentioned above may be derived from the exemplary embodiments of the present disclosure by those skilled in the art. there is.

Effects that can be obtained from the exemplary embodiments of the present disclosure can be clearly derived and understood by those skilled in the art from the following description. That is, unintended effects resulting from implementing the exemplary embodiments of the present disclosure may also be derived by those skilled in the art from the exemplary embodiments of the present disclosure.

1 is a configuration diagram of a smart home system according to various embodiments of the present disclosure.
Figure 2 is a structural diagram of a relay device in a smart home system, according to an embodiment.
Figure 3 shows the structure of a relay device in a smart home system, according to an embodiment.
Figure 4 shows the structure of a relay device in a smart home system, according to one embodiment.
Figure 5 is a diagram illustrating an example of an IoT network environment according to an embodiment.
Figure 6 is a block diagram of an electronic device according to one embodiment.
Figure 7 is a block diagram of a server according to one embodiment.
Figure 8 is a block diagram of an IoT device, according to one embodiment.
FIG. 9 is a diagram illustrating the operation flow of an electronic device, according to one embodiment.
FIG. 10 is a diagram illustrating the operation flow of an electronic device, according to an embodiment.
Figure 11 is a diagram illustrating the operation flow of a server, according to one embodiment.
FIG. 12 is a diagram illustrating the operation flow of a server, according to one embodiment.
FIG. 13 is a diagram illustrating the flow of operations for identifying a user, according to one embodiment.
Figure 14 is a diagram illustrating signaling between devices, according to one embodiment.
Figure 15 is a diagram illustrating a home network environment according to one embodiment.
FIGS. 16A to 16C are diagrams illustrating scenarios that may occur in a home network environment, according to an embodiment.
17A to 17C are diagrams illustrating coaching messages and feedback according to an embodiment.
18A to 18C are diagrams illustrating coaching messages and feedback according to an embodiment.
Figure 19 is a block diagram of an electronic device in a network environment, according to various embodiments.
In relation to the description of the drawings, identical or similar reference numerals may be used for identical or similar components.

Hereinafter, with reference to the drawings, embodiments of the present disclosure will be described in detail so that those skilled in the art can easily practice them. However, the present disclosure may be implemented in many different forms and is not limited to the embodiments described herein. In relation to the description of the drawings, identical or similar reference numerals may be used for identical or similar components. Additionally, in the drawings and related descriptions, descriptions of well-known functions and configurations may be omitted for clarity and brevity.

1 is a configuration diagram of a smart home system 100 according to various embodiments of the present disclosure.

Referring to FIG. 1, a smart home system 100 according to an example includes a home appliance group 140, smart devices such as a collection module 150 or a recognition module 160, a relay device 130, and a platform 120. Alternatively, it may include a user terminal 110. Smart devices included in the smart home system may be classified into at least one of, for example, a home appliance group 140, a collection module 150, or a recognition module 160.

According to one example, the home appliance group 140 may be a set of smart home appliances that add smart functions to white appliances that provide unique functions, such as robot vacuum cleaners, televisions (TVs), audio devices, refrigerators, air conditioners, or air purifiers. . The home appliance group 140 may include devices related to lighting. The lighting-related device may include, for example, lighting, a brightness control device, an on/off means, etc. However, the home appliance group 140 is not limited to the proposed devices.

According to one example, the collection module 150 may be a collection of various sensors for sensing changes in surrounding conditions, such as temperature, humidity, dust, movement, illumination, noise, or door opening/closing. The collection module 150 may obtain information from objects and the surrounding environment based on functions such as remote sensing, location, or motion tracking, for example. The collection module 150 has a built-in microcontroller (MCU: micro controller unit) and includes smart sensors with improved performance by incorporating system on chip (SoC) technology and utilizing functions such as control, judgment, storage, or communication. can do. For example, the collection module 150 may include smart devices and IoT devices equipped with smart sensors due to the development of sensor devices and sensor network technology. As an example, smart devices may include wearable devices. The wearable device is an electronic device that is attached to the user's body and measures sensing information such as blood pressure, electrocardiogram, stress index, sleep information, or amount of exercise that can help check the user's health status, and transmits the information to an external device. can be provided. The wearable device may have a form such as, for example, glasses, a watch, a bracelet, clothing, a sports device, or a medical device. The wearable device may be attached to the skin or implanted into the human body.

According to one example, the recognition module 160 may be a camera or a device including a camera function and a set of modules or devices capable of recognizing the situation. A device including the camera function may be, for example, a closed circuit television (CCTV).

According to one example, smart devices such as the home appliance group 140, the collection module 150, or the recognition module 160 included in the smart home system 100 may be electrically connected based on a predetermined network technology. The smart devices may transmit/receive device status information and/or control information to each other using, for example, a predetermined network technology. A network to which the network technology is applied may be configured to enable communication with external devices and interoperability with external networks.

According to one example, the network technology applied to the smart home system 100 connects with other devices through at least one of a network using a licensed band and/or a network using an unlicensed band. It may be a communication technology based on a protocol designed to provide communication. The licensed band is a frequency band that can be used after obtaining the right to use it for a fee, and the unlicensed band is a frequency band that anyone can use for free. The network using the licensed band may include, for example, at least one of a long term evolution (LTE) network and a 5G new radio (NR) network. Networks using the unlicensed band include, for example, Bluetooth, Infrared Data Association (IrDA), Internet of Things (IoT), Local Area Network (LAN), and low-power networks ( Low Power Network (LPN), Low Power Wide Area Network (LPWAN), Personal Area Network (PAN), Radio Frequency Identification (RFID), Ultra-Wide Band (UWB) ), Wi-Fi (Wireless Fidelity), wireless LAN (WLAN), or ZigBee network. The network using the licensed band and the network using the unlicensed band are not limited to the examples described above.

According to one example, in order to overcome the limitations of a home network, the relay device 130 converts the same or different communication protocols inside and/or outside the home and uses the platform 120 from the outside to connect one or more smart devices. A relay function can be provided to control devices. For example, the relay device 130 may be configured by at least one of a hub, a gateway, and a cloud.

According to one example, the platform 120 may be a collection of applications prepared to support smart home services and specifications for using them. The platform 120 allows devices such as user terminals located at home or remotely to interface with smart devices to smoothly provide smart home services such as device management, application/service management, service search/confirmation, and data management. . The platform 120 may be installed, for example, on the relay device 130 and/or one or more smart bases.

According to one example, the platform 120 uses information collected directly from at least one of the collection module 150 and/or the recognition module 160, or uses information collected through the relay device 130 to connect to the home appliance. The operation of at least one smart base included in group 140 can be controlled.

According to one example, the platform 120 may acquire data from at least one home appliance, at least one sensor, and at least one camera. If the user is present, the platform 120 determines the robot vacuum cleaner based on at least one of information about the operation situation of the user terminal 110 and information about the operation situation of one or more smart devices based on the acquired data. It is possible to determine whether a change in cleaning mode is necessary. If it is determined that the cleaning mode needs to be changed, the platform 120 determines the cleaning mode of the robot cleaner and transmits information about the determined cleaning mode directly to the robot cleaner, or uses the relay device 130. It can be delivered to the robot vacuum cleaner through.

According to one example, the user terminal 110 installs an application program to operate as the platform 120, and can check the status or control the operation of one or more smart devices based on the installed application program. . The user terminal 110 may be an electronic device configured to execute an application running on an operating system or display content. The user terminal 110 may include a display or touch screen capable of displaying a UI, a communication unit for communicating with an external device, a storage unit for storing data, an input unit for receiving user input, or a control unit for controlling the performance of each operation. You can. The user terminal 110 may be a device that can perform a specific function by installing an application program, such as a smart phone, wearable device, or tablet PC, but is not limited thereto. Here, a wearable device is an electronic device that can be worn on the body, and may take the form of, for example, glasses, a watch, a bracelet, clothing, sports equipment, or medical equipment. The wearable device may be attached to the skin or implanted into the human body.

The home appliance group 140 includes a network interface for communicating with the user terminal 110 and/or other IoT devices. The network interface may be configured to communicate with other devices through at least one of a network using a licensed band and/or a network using an unlicensed band. The licensed band is a frequency band that can be used after obtaining the right to use it for a fee, and the unlicensed band is a frequency band that anyone can use for free. The network using the licensed band may include, for example, at least one of a long term evolution (LTE) network and a 5G new radio (NR) network. Networks using the unlicensed band include, for example, Bluetooth, Infrared Data Association (IrDA), Internet of Things (IoT), Local Area Network (LAN), and low-power networks ( Low Power Network (LPN), Low Power Wide Area Network (LPWAN), Personal Area Network (PAN), Radio Frequency Identification (RFID), Ultra-Wide Band (UWB) ), Wi-Fi (Wireless Fidelity), wireless LAN (WLAN), or ZigBee network. The network using the licensed band and the network using the unlicensed band are not limited to the examples described above.

According to one example, the home appliance group 140 may transmit and receive status information between each other using a home network. The home network may be a network that uses an unlicensed band. The home appliance group 140 may communicate directly or indirectly with one or more other IoT devices through a home network, for example.

According to one example, for indirect communication, at least one smart device included in the home appliance group 140 may be designated as the relay device 130. The relay device 130 may relay communication between one or more first smart devices and one or more second smart devices that are other smart devices. For example, the relay device 130 may randomly select at least one smart device from among smart bases placed indoors. The relay device 130 may reselect periodically or aperiodically according to the user's request and/or preset.

According to one example, when the relay device 130 is a refrigerator, the robot vacuum cleaner included in the home appliance group 140 may receive status information directly from another smart device or may receive it via the refrigerator.

According to one example, the user terminal 110 may enter the home network through an external communication network and transmit and receive information with the home appliance group 140. An IoT application that can serve as a platform 120 that can control the operation of the home appliance group 140 may be stored and installed in the user terminal 110. When a user inputs the operation of the home appliance group 140 using an IoT application, the user terminal 110 may enter the home network via an external communication network and transmit a control signal to the target smart base. Here, the control signal from the user terminal 110 may be transmitted to a target smart device, such as one or more home appliances, via a relay device 130 such as a hub, gateway, or cloud.

FIG. 2 is a structural diagram of a relay device (eg, the relay device 130 of FIG. 1 ) in a smart home system (eg, the smart home system 100 of FIG. 1 ), according to an embodiment.

Referring to FIG. 2, the relay device 130 according to one example may be configured by a gateway or hub 210. The relay device 130 configured by the gateway or hub 210 has an internal communication protocol defined for communication between the home appliance group 140, the collection module 150, or the recognition module 160 located inside the home and the home If the external communication protocol defined for external communication is different, conversion between the internal communication protocol and the external communication protocol may be supported. This means that, outside the home, the user can use the platform installed on the user terminal to use the television, refrigerator, dishwasher, electric range, electric oven, air conditioner, clothes manager, washing machine, dryer, microwave oven, cleaning robot, etc. located inside the home. You can monitor the status of smart devices such as vacuum cleaners or smart lights, and control the operation of the smart devices based on this.

According to one example, the relay device 130 configured by the gateway or hub 210 collects smart device information and device status information collected from smart home appliances, sensors, or situation awareness modules located inside the home and transmits the information to the platform 120. , and the control signal transmitted from the platform 120 can be transmitted to the corresponding smart device.

FIG. 3 illustrates the structure of a relay device (eg, the relay device 130 of FIG. 1 ) in a smart home system (eg, the smart home system 100 of FIG. 1 ), according to an embodiment.

Referring to FIG. 3, the relay device 130 according to an example may be composed of a plurality of clouds 311, 313, and 315. Each of the plurality of clouds 311, 313, and 315 may be electrically connected to at least one of the home appliance group 140, the collection module 150, or the recognition module 160 to enable wired/wireless communication. Each of the clouds 311, 313, and 315 may, for example, monitor the status of smart devices or provide a unified interface for control. When the relay device 130 is configured with the plurality of clouds 311, 313, and 315, information can be shared between smart devices using different communication protocols located inside the home.

According to one example, the relay device 130 configured by a plurality of clouds 311, 313, and 315 collects smart device information and device status information collected from smart home appliances, sensors, or situation awareness modules located inside the home. This can be transmitted to the platform 120, and the control signal transmitted from the platform 120 can be transmitted to the corresponding smart device.

FIG. 4 illustrates the structure of a relay device (eg, the relay device 130 of FIG. 1 ) in a smart home system (eg, the smart home system 100 of FIG. 1 ), according to an embodiment.

Referring to FIG. 4 , the relay device 130 according to an example may be configured by combining at least one cloud 410 and a gateway or hub 420. The relay device 130 can support smart home services for smart devices available through the gateway or hub 420, and connect smart devices available through the cloud 410 to the corresponding cloud. Smart home services can be supported through (410).

Figure 5 is a diagram illustrating an example of an IoT network environment according to an embodiment.

According to one example, the home appliance group 30 may be connected to each other or to the electronic device 10 (eg, the electronic device 1901 of FIG. 1) or the server 20 through a network (NET).

According to one example, the home appliance group 30 may include various types of home appliances. For example, the home appliance group 30 includes a refrigerator 31, a dishwasher 32, an electric range 33, an electric oven 34, an air conditioner 35, a clothes care machine 36, and a washing machine 37. , may include at least one home appliance such as a dryer 38, a microwave oven 39, a cleaning robot, a vacuum cleaner, or smart lighting. The above-mentioned home appliances are only examples, and even if they are not the above-mentioned home appliances, any device that is connected to another home appliance, user device, or server through a network and can perform the operation described later is a home appliance group according to an embodiment ( 30).

According to one example, the server 20 includes a communication module capable of communicating with the home appliance group 30 or the electronic device 10, and at least a communication module capable of processing data received from the home appliance group 30 or the electronic device 10. It may include one processor and at least one memory that can store a program for processing data or processed data. The server 20 is a workstation, cloud, data drive, data station, multi-access edge computing, or mobile edge computing. ) can be implemented with various computing devices, such as The server 20 may be implemented as an electronic device 10, so that the electronic device 10 may function as the server 20. For example, the server 20 may correspond in whole or in part to a hub (eg, the gateway or hub 210 of FIG. 2).

According to one example, the electronic device 10 includes a communication module capable of communicating with the home appliance group 30 or the server 20, a user interface that receives user input or outputs information to the user, and an operation of the electronic device 10. It may include at least one processor that controls or at least one memory in which a program for controlling the operation of the electronic device 10 is stored. For example, the electronic device 10 may function as a hub (eg, the gateway or hub 210 in FIG. 2) that relays between the server 20 and the home appliance group 30.

According to one example, the electronic device 10 may be carried by the user or placed in a space such as the user's home or office. The electronic device 10 may include a personal computer, terminal, portable telephone, smart phone, handheld device, or wearable device. there is.

According to one example, a program for controlling the home appliance group 30, that is, an application, may be stored in the memory of the electronic device 10. The electronic device 10 may be sold with the application installed or may be sold without the application installed. In the latter case, the user can download and install the application from an external server that provides the application.

In one example, the user can control the home appliance group 30 using an application installed on the electronic device 10. For example, a user can create an account that is managed on the server 20. The user's account can be identified by the ID and password set by the user. The home appliance group 30 can be registered in the user's account according to a set procedure. For example, when registering the electronic device 10, identification information such as a serial number or MAC address assigned to each electronic device 10 may be used. When the application installed on the electronic device 10 is executed and logged in to the user account, the user can perform desired control on the home appliance group 30 using the electronic device 10.

In one example, a network (NET) may include both a wired network or a wireless network. A wired network may include a cable network or a telephone network. A wireless network may include any network that transmits and receives signals through radio waves. Wired networks and wireless networks can be connected to each other.

In one example, the network (NET) may include a wide area network (WAN) such as the Internet or a local area network (LAN) formed around an access point (AP).

In one example, the access repeater (AP) may connect a local area network (LAN) to which the home appliance group 30 or the electronic device 10 is connected to a wide area network (WAN) to which the server 20 is connected. The home appliance group 30 or the electronic device 10 may be connected to the server 20 through a wide area network (WAN).

In one example, the access repeater (AP) uses wireless communication such as Wi-Fi (Wi-Fi™IEEE 802.11), Bluetooth (Bluetooth™IEEE 802.15.1), or Zigbee (IEEE 802.15.4) to connect to the home appliance group (30). ) or can communicate with the electronic device 10. The access repeater (AP) can connect to a wide area network (WAN) using wired communication.

In one example, the home appliance group 30 may transmit information about its operation or status to the server 20 through a network (NET). Transmission of the information may occur when a request is received from the server 20. Transmission of the information may occur when a specific event occurs in the home appliance group 30. Transmission of the information may occur periodically or in real time. When information about the operation or status is received from the home appliance group 30, the server 20 updates the stored information and reports the operation or status of the home appliance group 30 to the electronic device 10 through the network (NET). Updated information about the status can be transmitted.

In one example, the home appliance group 30 may obtain various information from the server 20 and provide the obtained information to the user. For example, the home appliance group 30 may obtain information such as weather, news, recipes, or laundry instructions from the server 20. The home appliance group 30 may output information obtained through a user interface.

In one example, the home appliance group 30 may operate according to control commands received from the server 20. To this end, the home appliance group 30 may obtain the user's prior approval to operate according to the control command of the server 20 without user input. Additionally, the home appliance group 30 may provide information about the operation or status of the home appliance group 30 to the server 20 according to the user's prior approval.

In one example, the electronic device 10 may provide information about the user (eg, the user's location, the user's health status, etc.) to the server 20 according to the user's prior approval.

In one example, the server 20 may process information about the operation or state of the home appliance group 30 and information about the user of the electronic device 10 using technology such as artificial intelligence. The server 20 may transmit a control command to the home appliance group 30 based on the processing result.

FIG. 6 is a block diagram of an electronic device 600 (eg, electronic device 10 of FIG. 5 ) according to an embodiment.

Referring to FIG. 6 , as an example, the electronic device 600 may include a processor 610, a communication unit 620, a display unit 630, a sensor unit 640, or a memory 650. In addition to those shown, the electronic device 600 may include or omit additional components as needed.

As an example, the electronic device 600 may include a processor 610. The processor 610 may control the overall operation of the electronic device 600 or signal flow between internal components of the electronic device 600, and may perform the function of processing data. The processor 610 may execute an operating system (OS) or various applications stored in the memory 650 when there is a user input or a preset stored condition is satisfied.

As an example, the processor 610 controls and/or controls at least one other component of the home appliance group 30 (e.g., the home appliance group 30 of FIG. 5) by executing at least one instruction stored in the memory 360. Alternatively, calculations or data processing related to communication can be performed. The processor 610 includes a central processing unit (CPU), a graphics processing unit (GPU), a micro controller unit (MCU), a sensor hub, a supplementary processor, a communication processor, an application processor, It may include at least one of an application specific integrated circuit (ASIC) or a field programmable gate arrays (FPGA), and may have multiple cores.

As an example, the communication unit 620 may provide a wired or wireless communication interface that enables communication with an external device. The communication unit 620 may include at least one of a wired Ethernet, a wireless LAN communication unit, and a short-range communication unit. The wireless LAN communication unit may include, for example, Wi-Fi. The Wi-Fi can support the wireless LAN standard (IEEE802.11x) of the Institute of Electrical and Electronics Engineers (IEEE). The wireless LAN communication unit can be wirelessly connected to an access point (AP) under the control of the processor 610. The short-range communication unit can perform wireless short-range communication with an external device under the control of the processor 610. Short-range communication may include Bluetooth, Bluetooth low energy, Infrared Data Association (IrDA), ultra-wide band (UWB), or near field communication (NFC). The external device may include a server device that provides images, etc., or a mobile terminal (eg, phone, tablet, etc.).

As an example, the processor 610 may exchange electrical signals with the server 20 (eg, the server 20 of FIG. 5) or the home appliance group 30 through the communication unit 620. For example, the processor 610 may receive a signal requesting to identify a user from the server 20 through the communication unit 620. For example, the identification request information may be information that can identify a user adjacent to the home appliance group 30 where an event occurred. For example, the identification request information may be information about a user identified by an image captured by the home appliance group 30. The identification request information may be, for example, identification information about a user authenticated between the home appliance group 30 or the electronic device 600 through UWB (ultra-wide band) technology. In this regard, the process for user authentication through UWB will be described later.

For example, when a condition event occurs by a user, the processor 610 may transmit user identification information according to a request from the home appliance group 30. The processor 610 may transmit the user identification information through the communication unit 620.

As an example, the electronic device 600 may be connected to the home appliance group 30 or the server 20 through the communication unit 620. The processor 610 may set up a wireless channel with the home appliance group 30 or the server 20 through the communication unit 620. The processor 610 may transmit user identification information through the established wireless channel.

As an example, the electronic device 600 may receive a coaching message derived by considering the condition event, the user's challenge goal, or data pre-entered by the user from the server 20. The coaching message is described later.

As an example, the processor 610 may output a control signal to display the coaching message on the display unit 630. The display unit 630 that receives the control signal may display the coaching message through a display (eg, the display module 1960 of FIG. 19).

As an example, the processor 610 may output a control signal to output the coaching message as a voice to a voice output device (e.g., the audio module 1970 of FIG. 19). The control signal is transmitted from the processor 610. The coaching message can be output through the received voice output device.

Accordingly, the electronic device 600 can provide the received coaching message to the user.

As an example, the processor 610 may receive user feedback regarding the coaching message. Feedback may be input to the electronic device 600, for example, by manipulating the user interface displayed on the display unit 630 or recognizing a specific language through a voice input unit (e.g., microphone) provided in the electronic device 600. .

The processor 610 may store the input feedback in the memory 650 or transmit it to the server 20.

The processor 610 may obtain reward information corresponding to the input feedback from the server 20. The reward information may include various forms of compensation for the target user's account depending on the feedback information. For example, the reward information may include information about points awarded to the target user's account.

The processor 610 may receive a device control signal according to the input feedback from the server 20. The processor 610 may transmit the transmitted device control signal to the home appliance group 30.

As an example, the electronic device 600 may include a communication unit 620. The communication unit 620 may correspond in whole or in part to a communication module (e.g., the communication module 1990 of FIG. 1). The electronic device 600 may be connected to the server 20 or the home appliance group 30 by wire or wirelessly through the communication unit 620. For example, the electronic device 600 may establish a communication channel with the server 20 or the home appliance group 30 through the communication unit 620. Through the established communication channel, the electronic device 600 can transmit and receive electrical signals with the server 20 or the home appliance group 30.

As an example, the electronic device 600 may include a display unit 630. The display unit 630 may correspond in whole or in part to a display module (eg, display module 1960 in FIG. 19). The display unit 630 may output a message to be displayed by a signal transmitted from the processor 610. The display unit 630 may include, for example, a touch panel. The touch panel may generate an electrical signal in response to a user's input. The user's input may include, for example, an authentication confirmation according to a user authentication request received from the home appliance group 30 or a feedback input according to a message received from the server 20. The electrical signal generated by the user's input may be transmitted to the processor 610.

As an example, the electronic device 600 may include a sensor unit 640. The sensor unit 640 may include, for example, an infrared sensor, a touch sensor, or an inertial measurement unit (IMU) sensor. For example, the infrared sensor may detect the user's temperature or pressure. For example, the infrared sensor may transmit a control signal to another electronic device, or may receive a control signal from another electronic device.

For example, a touch sensor can detect a user's touch and generate an electrical signal. The touch sensor may include, for example, a capacitive or pressure-sensitive sensor. For example, the touch sensor may be included in a touch panel provided on the display unit 320 of the electronic device 600.

As an example, an IMU sensor may detect the user's direction and/or acceleration. The IMU sensor may be implemented as, for example, a 6-axis sensor or a 9-axis sensor. The IMU sensor may include, for example, a gyroscope sensor, an acceleration sensor, an angular velocity sensor, or a geomagnetic sensor. An IMU sensor may be implemented as at least one or a combination of a gyroscope sensor, an acceleration sensor, an angular velocity sensor, or a geomagnetic sensor. For example, the IMU sensor can detect the arrangement direction between the electronic device 600 and the home appliance group 30. User authentication of the electronic device 600 and the home appliance group 30 may be possible.

Without being limited to what has been described, the sensor unit 640 may include various other sensors. As an example, the sensor unit 640 may include a bio-active sensor. The bio-active sensor may include, for example, an optical heart rate sensor, an electrocardiogram sensor, a body composition analysis sensor, or a sleep analysis sensor.

As an example, a bioactive sensor can analyze blood pressure, electrocardiogram, blood oxygen saturation, or body composition. The body composition may include, for example, body water, skeletal muscle mass, or body fat percentage. Users can set detailed exercise goals they want to achieve through the bio-active sensor.

As an example, the sleep analysis sensor may sense information about the user's sleep pattern, oxygen saturation during sleep, snoring frequency, or number of snoring times. A sleep score can be calculated based on the information sensed by the sleep analysis sensor. Based on the sleep analysis information sensed by the sleep analysis sensor, the electronic device 600 can provide a user-customized sleep coaching program.

As an example, the electronic device 600 may include a memory 650. The memory 650 may partially or entirely correspond to the memory 1930 of FIG. 19 . The memory 650 may store commands or data received from components of the electronic device 600 (e.g., the communication unit 620, the display unit 630, or the sensor unit 640). For example, the processor 610 may store information input by the user in the memory 650. The information entered by the user may include, for example, health data. The health data may include health data or goal data. The health data may include the user's current body information input by the user. The user's current body information may include, for example, the user's height, weight, and age. The target data may include the user's target body information input by the user. The user's target body information may include, for example, target weight, target amount of exercise, and target sleep time. In addition, the health data may include data entered by the user related to the user's health or body or overall information managed in the health server based on the information entered by the user.

As an example, the information entered by the user may include preset information. For example, the preset information may include information for designating a preset user as a target user when user identification fails. The preset information includes information specifying to transmit a control signal to perform a preset operation to the home appliance group 30, for example, when a customized solution for the target user does not exist in the server 20. can do.

FIG. 7 is a block diagram of a server 700 (eg, server 20 of FIG. 5) according to one embodiment.

Referring to FIG. 7 , the server 700 may include a processor 710, a communication unit 720, or a memory 730. In addition to those shown, the server 700 may include or omit various components as needed.

As an example, the processor 710 may control the overall operation of the server 700 and signal flow between internal components of the server 700, and may perform the function of processing data. The processor 710 may execute an operating system (OS) or various applications stored in the memory 730 when there is a user input or a preset stored condition is satisfied.

As an example, the processor 710 may exchange electrical signals with the electronic device 600 or the home appliance group 30 (eg, the home appliance group 30 in FIG. 5) through the communication unit 720. The processor 710 may establish a communication channel with the electronic device 600 or the home appliance group 30 through the communication unit 720. For example, the server 700 may receive a signal requesting to identify a user from the electronic device 600 or the home appliance group 30.

As an example, the processor 710 may receive information about event information that occurs when a user identified from the home appliance group 30 (hereinafter referred to as a target user) operates the registered home appliance group 30. . The event information may include user account information or user behavior information. The user account information may be information indicating who generated the event information. For example, if there are multiple users in the home, the user account information may be information indicating that the subject who generated the event information is at least one of the first user or the second user included in the user. The user behavior information may be information indicating what manipulation has occurred on the home appliance group 30. For example, the user behavior information may be information indicating that the door of a refrigerator included in the home appliance group 30 is opened.

As an example, the processor 710 may obtain health data or goal data from user health data that is preset or managed in response to the user account information according to event information. The user health data may refer to all data preset or managed in a separate health server. The user health data may include health data or goal data. The health data may include current body information preset by the user's input or predicted body information predicted or managed from the health server. The current body information may include, for example, the user's height and current weight input by the user. The predicted body information may include, for example, calories consumed predicted by food consumed by the user or calories consumed predicted by the user's physical activity. The target data may include target body information preset by the user's input. The target body information may include, for example, a target weight that the user has previously set to achieve.

As an example, processor 710 may generate a coaching message. The processor 710 may generate a coaching message corresponding to user behavior information included in the event information based on the health data and the goal data. The coaching message may be a guidance message indicating that the user's behavior indicated by the user behavior information can change the health data. For example, the coaching message may be a message informing that the user's weight may increase due to the refrigerator door being opened. The coaching message may be stored in the memory 730 in the form of, for example, a database (DB).

As an example, processor 710 may include a first coaching message or a second coaching message. For example, if the user's current weight is more than a preset threshold compared to the target weight, the processor 710 may reduce the possibility that the user's behavior indicated by the user behavior information will reach the target weight. The first coaching message informing that this is possible can be generated. For example, if the user's current weight is less than a preset threshold compared to the target weight, the processor 710 may increase the possibility that the user's behavior indicated by the user behavior information will reach the target weight. The second coaching message informing that this is possible may be generated.

The coaching message may include various coaching messages according to the event information, the health data, and the goal data in addition to the first coaching message or the second coaching message described.

As an example, the processor 710 may transmit the acquired coaching message to the electronic device 600 or the home appliance group 30. The electronic device 600 or the home appliance group 30 may display the received coaching message. If the processor 710 cannot generate a coaching message corresponding to the user behavior information based on the health data and the target data, it may transmit a preset coaching message. The preset coaching message may be a message input by the user. The processor 710 may obtain the preset coaching message from a database stored in the memory 730.

As an example, the processor 710 may transmit a signal to the home appliance group 30 to control it to perform a preset operation. The home appliance group 30 that receives the control signal may perform the preset operation. For example, the preset operation may be input into the electronic device 600 by a user. The preset operation input to the electronic device 600 may be transmitted to the server 700. The server 700 may store the received preset operation in the memory 730.

As an example, coaching messages according to conditions may be stored in the memory 730 as a database.

Target Data (741) Health Data (743) Event generating device (745) Event information (747) Coaching Message (749) 70kg 80kg refrigerator door open m ₁ or m ₂ 80kg Cooktop/Oven Start cooking m ₁ or m ₂ 60 kg Cooktop/Oven Start cooking m ₃ 70kg 80kg Cooktop/Oven Start cooking m ₁ or m ₂ 60kg Cooktop/Oven Start cooking m ₄ 70kg 80kg Refrigerator/Stove/Oven change state m ₁ or m ₂ 60kg Refrigerator/Stove/Oven change state m ₅

Table 1 above is an example of a table showing at least one or multiple conditions-specific coaching messages 749 generated by the server 700 according to the target user's health goal of weight gain or loss.

As an example, the target data 741 may be target data preset by the target user. For example, the server 700 may obtain at least one of the goals of losing or gaining weight of the target user as the target user inputs the desired weight. The server 700 may obtain the target data 741 based on, for example, the target user's body composition or body mass index (BMI index) measured with the electronic device 600. .

As an example, the server 700 may obtain health data 743 according to the weight input or measured by the target user. The health data 743 may include data indicating the target user's weight. For example, the health data 743 may be directly input by the target user or may be input by data measured from the home appliance group 30. The health data 743 may be updated according to weight change over a predetermined period of time from the setting time. The updated health data 743 may indicate, for example, any one of increased, maintained, or decreased weight. For example, the increased weight may mean that the target user's weight gain is 5% or more from the setting time. The increased body weight may indicate, for example, a case where the target user's daily calorie intake is 10% or more higher than the target user's basal metabolic rate. For example, the maintained weight may indicate a case where the target user's weight change is less than 5% from the setting time. For example, the reduced weight may indicate a case where the target user's weight loss is 5% or more from the setting time. The reduced body weight may indicate, for example, a case where the target user's daily calorie intake is 10% or more lower than the target user's basal metabolic rate.

As an example, the event generating device 745 may refer to the home appliance group 30. The event generating device 745 may include, for example, a refrigerator, a cooktop, or an oven. Without being limited thereto, the event generating device 745 may include a device such as a cooking appliance.

As an example, event information 747 may indicate an event according to an operation occurring in the event generating device 745. The event information 747 may be generated, for example, when the refrigerator door is opened. The event information 747 may be generated, for example, when the state of the refrigerator changes. The event information 747 may be generated, for example, when a camera module provided inside the refrigerator detects the movement of the cooking object stored therein. The event information 747 may be generated, for example, when cooking begins on a cooktop or oven. The event information 747 may be generated, for example, when the status of a cooktop or oven changes. The event information 747 may be generated, for example, when the door of a cooktop or oven is opened. The event information 747 may be generated, for example, when a camera module provided inside a cooktop or oven detects the movement of a cooking object stored therein.

As an example, the coaching message 749 may be derived according to the goal data 741, health data 743, first event generating device 745, and event information 747. The coaching message 749 may include, for example, m ₁ to m ₅ . For example, the coaching message 749 may include a message corresponding to the target user's situation. For example, the coaching message 749 may be controlled to be output after a specific time (eg, after 9 p.m.).

For example, m ₁ said, “Eating late at night promotes excessive appetite. “How about a glass of warm water or milk?” You can indicate the message.

For example, m ₂ is -, for example, “Eating late at night can cause sleep disorders. “How about having breakfast tomorrow?” You can indicate the message.

For example, m ₃ may say, “Eating the recommended daily amount will help. However, it is best not to go to sleep right after eating.” You can indicate the message.

For example, _m4 says, “Eating the right amount of food will help. “I recommend light exercise after eating.” You can indicate the message.

For example, m ₅ , for example, “Eating late at night promotes excessive appetite. “How about a glass of warm water or milk?” You can indicate the message.

The first coaching message 749 is not limited to m ₁ to m ₅ and may include various messages applicable to the conditions of the target user.

Target Data (751) Health Data (753) Event generating device (755) Event information (757) Coaching Message (759) 8 hours sleep 6 hours sleep smart lights Detect device power on or user non-sleep state m ₆ 6 hours sleep smart tv Detect device power on or user non-sleep state m ₇

<Table 2> above is an example of a table showing coaching messages 759 for at least one or a plurality of conditions generated by the server 700 according to the target user's goal of improving sleep quality.

As an example, the target data 751 may be data preset by the target user. For example, the server 700 may obtain at least one goal of increasing or decreasing the target user's sleep time as the target user inputs the desired sleep time. For example, the server 700 may obtain the target data 741 based on the sleep time of the target user measured by the electronic device 600 and the sleep score according to sleep state measurement. The sleep score is, for example, at least one of the target user's sleep time, waking time, number of snoring during sleep, and change in heart rate during sleep, as measured by the electronic device 600 (e.g., wearable device). It can be determined by a combination of .

As an example, the health data 753 may include data indicating the target user's previous sleep time. For example, the health data 753 may include data indicating the target user's average sleep time per week.

As an example, the event generating device 755 may refer to the home appliance group 30. The event generating device 755 may include, for example, smart lighting, an AI speaker, or a smart TV. Accordingly, without being limited, the event generating device 755 may include various devices.

As an example, event information 757 may indicate an event according to an operation occurring in the event generating device 755. For example, the event information 757 may include event information that occurs depending on whether a smart light, AI speaker, or smart TV is turned on.

As an example, the event information 757 may include information indicating whether the target user is in a sleeping state after a specific time. For example, if the target user is not in a sleeping state after 9 PM, the event information 757 may include information indicating the elapse of the target elevation time. For example, the electronic device 600 may measure the target user's heart rate and degree of heart rate change using a sensor unit (e.g., sensor unit 640 of FIG. 3) provided in the electronic device 600. The electronic device 600 may detect whether the target user is currently sleeping based on the measured data.

As an example, the coaching message 759 may be derived according to the goal data 751, health data 753, event generating device 755, and event information 757. The coaching message 759 may include, for example, m6 to m7. For example, the coaching message 759 may include a message corresponding to the target user's situation. For example, the coaching message 759 may be controlled to be output after a specific time (eg, after 9 p.m.).

For example, m ₆ may indicate the message “A dark environment can help you sleep well.”

For example, m ₇ may indicate the message, “The habit of going to bed at a regular time can help you sleep well.”

The coaching message 759 is not limited to m ₆ to m ₇ and may include various messages that can be applied to the conditions of the target user.

As an example, the server 700 sends the first coaching message 749 or the coaching message 759 to the electronic device 600 or the home appliance group 30 (e.g., the first event generating device 745 or the event generating device ( 755)). The electronic device 600 or the home appliance group 30 may output the received first coaching message 749 or coaching message 759.

As an example, the electronic device 600 may output the first coaching message 749 or the coaching message 759 to be displayed on a display unit (eg, the display unit 630 of FIG. 3). For example, the electronic device 600 may output the first coaching message 749 or the coaching message 759 as a voice through an audio module (e.g., the audio module 1970 in FIG. 19). .

As an example, the home appliance group 30 may output, for example, the first coaching message 749 or the coaching message 759 to be displayed on a display unit (e.g., the display unit 830 in FIG. 5). . For example, the home appliance group 30 may output the first coaching message 749 or the coaching message 759 as a voice through an audio module provided in the home appliance group 30.

As an example, the server 700 may receive feedback information corresponding to the coaching message. The server 700 may receive feedback information from at least one of the electronic device 600 or the home appliance group 30 (e.g., event generating devices 745 and 755). The feedback information may include, for example, For example, the target user may touch a display provided on the electronic device 600 or the home appliance group 30 or whether to accept the target user's action suggestion according to the coaching message. , the feedback signal can be generated by inputting a voice signal through a microphone provided in the electronic device 600 or the home appliance group 30.

As an example, the server 700 may store the feedback information in the memory 730. The server 700 may update the health data based on the feedback information.

FIG. 8 is a block diagram of an IoT device 800 (eg, home appliance group 30 in FIG. 5) according to an embodiment.

Referring to FIG. 8, the IoT device 800 may include a processor 810, a communication unit 820, a display unit 830, a sensor unit 840, a photographing unit 850, or a memory 860. . In addition to those shown, the IoT device 800 may include or omit additional components as needed.

As an example, the processor 810 may control the overall operation of the IoT device 800 and signal flow between internal components of the IoT device 800, and may perform the function of processing data. The processor 810 may execute an operating system (OS) or various applications stored in the memory 860 when there is a user input or a preset stored condition is satisfied.

As an example, the processor 810 electrically communicates with the electronic device 600 (e.g., the electronic device 600 of FIG. 6) or the server 700 (e.g., the server 700 of FIG. 7) through the communication unit 820. Signals can be sent and received.

As an example, the processor 810 may detect that event information occurs due to a user's manipulation. The processor 810 may obtain user account information or user behavior information included in event information. The user account information may be information indicating a target user who is the subject of the event information. For example, the processor 810 may request authentication information of the electronic device 600 and the target user. As the user authentication information of the electronic device 600 is transmitted according to the request, the IoT device 800 may determine that an adjacent user is the target user. The user behavior information may be information indicating what manipulation has occurred on the IoT device 800 by the target user.

As an example, the processor 810 may receive a coaching message from the electronic device 600 or the server 700 through the communication unit 820. For example, the coaching message may be a message about the possibility of achievement predicted by the server 700 comparing a goal pre-entered by the target user with event information generated by the target user's manipulation. The processor 810 may transmit a signal to the display unit 830 to control the display of the coaching message.

As an example, the processor 810 may transmit feedback of the target user who responded to the coaching message to the electronic device 600 or a server through the communication unit 820. The processor 810 may receive a control signal from the server 700 through the communication unit 820. The control signal may correspond, for example, to the user's feedback.

As an example, the display unit 830 may perform functions to output information in the form of numbers, characters, images, and/or graphics. The display unit 830 may include at least one hardware module for output. The at least one hardware module may include, for example, a liquid crystal display (LCD), a light emitting diode (LED), a light emitting polymer display (LPD), an organic light emitting diode (OLED), and an active matrix organic light emitting diode (AMOLED). ), or FLED (Flexible LED). The display unit 830 may display a screen corresponding to data received from the processor 810. The display unit 830 may be referred to as an ‘output unit’, a ‘display’, or other terms with equivalent technical meaning.

As an example, the display unit 830 may be implemented as a display module. The display unit 830 may correspond in whole or in part to the components forming the display module 160 of FIG. 1. For example, the display unit 830 may display information indicating the current state or operating mode of the IoT device 800. The display unit 830 may display a coaching message received by the IoT device 800 from the electronic device 600 or the server 700.

As an example, the display unit 830 may include a touch panel. The display unit 830 equipped with the touch panel can obtain an electrical signal through a user's input. The display unit 830 may transmit a control signal or feedback signal of the IoT device 800 generated through a user's input to the processor 810.

As an example, the sensor unit 840 may include a proximity sensor. The proximity sensor can detect the presence of surrounding objects without physical contact. For example, the proximity sensor may detect objects located around the IoT device 800 by emitting an electromagnetic field or electromagnetic waves (eg, infrared or ultrasonic waves) and sensing a return signal. The proximity sensor may include, for example, a capacitive sensor, a photoelectric sensor, or an inductive sensor. The sensor unit 840 can convert the detected signal into an electrical signal. The sensor unit 840 may transmit the converted electrical signal to the processor 810.

As an example, the sensor unit 840 may include a temperature sensor. The temperature sensor may be provided inside the IoT device 800 (e.g., a storage compartment provided inside a refrigerator) and may include a plurality of temperature sensors that detect the temperature inside the storage compartment. The plurality of temperature sensors may be installed in each of the plurality of storage rooms to detect the temperature of each storage room. An electrical signal corresponding to the sensed temperature may be transmitted to the processor 810. Each of the plurality of temperature sensors may include a thermistor whose electrical resistance changes depending on temperature. In one example, the temperature sensor may be provided outside the IoT device 800 (for example, somewhere outside the refrigerator) and may include an external temperature sensor that detects the external temperature around the IoT device 800.

In addition, the sensor unit 840 may include a pressure sensor or a touch sensor.

As an example, the photographing unit 850 may include a camera module. For example, the photographing unit 850 may be implemented integrally with the sensor unit 840. For example, the photographing unit 850 may be implemented as a component independent of the sensor unit 840. For example, the camera module may correspond in whole or in part to the components of the camera module 1980 of FIG. 1. The camera module may include at least one camera module. The camera module may include, for example, a face recognition camera. For example, the facial recognition camera may recognize the face of a user adjacent to the IoT device 800.

As an example, the photographing unit 850 may be installed inside the IoT device 800 (e.g., a storage compartment provided in a refrigerator or oven) to obtain an internal image of each storage compartment. For example, the imaging unit 850 may be provided outside the IoT device 800 to acquire surrounding external images. The photographing unit 850 may include image sensors that capture images and convert them into electrical signals. The image sensor may include, for example, a charge-coupled device (CCD) image sensor or a complementary metal oxide semiconductor (CMOS) image sensor. Electrical signals related to the image captured by the photographing unit 850 may be transmitted to the processor 810. When the photographing unit 850 is implemented as an image sensor, it may be implemented integrally with the sensor unit 840.

As an example, the memory 860 is a storage medium used by the IoT device 800 and can store data such as at least one command or setting information corresponding to at least one program. The programs may include operating system programs and various application programs.

In one embodiment, the memory 860 is a flash memory type, hard disk type, multimedia card micro type, card type memory (e.g., SD or memory, etc.), random access memory (RAM), static random access memory (SRAM), read only memory (ROM), electrically erasable programmable ROM (EEPROM), programmable ROM (PROM), magnetic memory, magnetic disk, It may include at least one type of storage medium, such as an optical disk.

In addition to those shown, IoT device 800 may include additional components as needed.

As an example, the IoT device 800 may include an image input unit (not shown). The video input unit may receive video and video information through a tuner (not shown), an input/output unit (not shown), or a communication unit 820. The video input unit may include at least one of the tuner and the input/output unit. The tuner tunes only the frequency of the broadcast channel desired to be received by the IoT device 800 among many radio wave components through amplification, mixing, resonance, etc. of broadcast signals received through wired or wireless channels. You can choose. The broadcast signal may include video, audio, and additional data (eg, Electronic Program Guide (EPG)). The tuner can receive real-time broadcasting channels (or real-time viewing video) from various broadcasting sources such as terrestrial broadcasting, cable broadcasting, satellite broadcasting, and Internet broadcasting. The tuner may be implemented integrally with the IoT device 800 or may be implemented as a separate tuner electrically connected to the IoT device 800. The input/output unit includes an HDMI (High Definition Multimedia Interface) input port, a component input jack, and a PC input port that can receive images and video information from external devices of the IoT device 200 under the control of the processor 510. and a USB input jack. It is obvious to those skilled in the art that the input/output unit can be added, deleted, and/or changed depending on the performance and structure of the IoT device 800.

As an example, IoT device 800 may include an audio module. The audio module may include an audio input unit or an audio output unit. For example, the audio output unit may output a coaching message received from the electronic device 600 or the server 700 as a voice. For example, the audio input unit may acquire the target user's voice. For example, the AI speaker may generate a signal to control an operation through the acquired voice of the target user. For example, the IoT device 800 may generate feedback corresponding to the coaching message through the acquired voice of the target user and transmit it to the electronic device 600 or the server 700.

As an example, the IoT device 800 may include a light emitting unit. The light emitting unit may be provided in, for example, smart lighting. For example, the color, illuminance, and operation time of the light emitting unit may be changed by a control signal received from the server 700.

As an example, the IoT device 800 may include an input unit. The input unit may be implemented as, for example, a touch panel or a key. For example, the input unit may be implemented integrally with the display unit 830 or may be implemented independently. The input unit may obtain a user's input through, for example, a touch or a press. The input unit may obtain a user's input through, for example, a capacitive or capacitive touch. The input unit is implemented as a physical key and can obtain a user's input by pressing it with a predetermined pressure.

The IoT device 800 can detect that event information by the user has occurred. The IoT device 800 uses a sensing signal provided by at least one of a proximity sensor, image sensor, pressure sensor, or touch sensor included in the sensor unit 840, or an input signal provided by a press or touch on the input unit. It is possible to detect that the event information has occurred using .

The IoT device 800 may receive a coaching message generated from the server. The coaching message may be a message indicating that the user behavior information included in the event information can change the user's current body information included in the health data based on the health data or goal data.

FIG. 9 is a diagram illustrating the operation flow of the electronic device 600 according to one embodiment.

Referring to FIG. 9 , the electronic device 600 may receive a condition event occurrence signal from the server 700 or the IoT device 800 in operation 910. The electronic device 600 may receive user identification request information according to the occurrence of the condition event from the server 700 or the IoT device 800. To this end, the electronic device 600 may form a wireless communication link with the server 700 or the IoT device 800. The electronic device 600 may receive user identification request information from the server 700 through the established wireless link.

As an example, the electronic device 600 may transmit user account information to the server 700 in operation 920. For example, the user account information may be information indicating who is the subject of event information generated by manipulation of the IoT device 800. For example, the user account information may be information indicating a user identified by a photographing unit provided in the IoT device 800 (eg, the photographing unit 850 of FIG. 8). For example, the user identification information may be information indicating a user authenticated through wireless communication between the electronic device 600 and the IoT device 800. The electronic device 600 and the IoT device 800 may identify the user using, for example, UWB and obtain the user account information. The electronic device 600 may transmit event information including the user account information and user behavior information to the server 700. For example, the user behavior information may be information indicating what operation was performed by manipulating the IoT device 800.

As an example, the process of transmitting and receiving user account information between the electronic device 600 and the IoT device 800 via UWB is as follows. The electronic device 600 may form a wireless communication link with the IoT device 800 using short-range wireless communication technology (e.g., Bluetooth Low Energy (BLE)). The IoT device 800 may generate an advertising signal. The electronic device 600 may perform an operation of scanning Bluetooth electronic devices adjacent to the electronic device 600. The electronic device 600 can identify the advertising signal generated from the IoT device 800 through a scan operation. The electronic device 600 can identify the IoT device 800 based on identifying the advertising signal and transmit a connection request to the IoT device 800. After receiving a connection request from the electronic device 600, the IoT device 800 may transmit a connection response to the electronic device 600. The electronic device 600 may form a wireless communication link after receiving a connection response from the IoT device 800.

The IoT device 800 can transmit identification information (e.g., MAC (medium access control) address, serial number, etc.) of the IoT device 800 to the electronic device 600 through the created wireless communication link. there is. The IoT device 800 may transmit identification information of the IoT device 800 to the electronic device 600 in response to receiving a user input for device registration.

As an example, the electronic device 600 may receive a coaching message from the server 700 in operation 930. The server 700 may generate the coaching message based on the target user's health data or goal data.

As an example, the electronic device 600 may display the received coaching message in operation 940. The electronic device 600 may display the coaching message received from the server 700. The electronic device 600 can control the display unit 630 to display the coaching message. For example, the coaching message may be output as a voice through a voice output unit (eg, the audio module 1970 in FIG. 19) provided in the electronic device 600.

FIG. 10 is a diagram illustrating the operation flow of the electronic device 600 according to one embodiment.

Referring to FIG. 10 , in operation 1010, the electronic device 600 may set up a communication channel to exchange signals with the server 700 or the IoT device 800. To this end, the electronic device 600 may form a wireless communication link with the server 700 or the IoT device 800.

As an example, the electronic device 600 may acquire health data from the IoT device 800 or transmit the obtained health data to a health server through the communication channel. The health data may include the user's current body information input by the user. The user's current body information may include, for example, the user's height, weight, and age. The user's target body information may include, for example, target weight, target amount of exercise, and target sleep time. In addition, the health data may include data entered by the user related to the user's health or body or overall information managed in the health server based on the information entered by the user.

As an example, the electronic device 600 may obtain the health data through the communication channel. The electronic device 600 may acquire the health data measured by another electronic device (e.g., wearable device, smart scale).

As an example, the electronic device 600 may obtain a device control signal or transmit the obtained device control signal to the server 700. The device control signal is, for example, if the electronic device 600 cannot receive a control operation of the user-customized IoT device 800 from the server 700 in a specific situation, the IoT device 800 performs a pre-designated operation. It may refer to a signal that controls execution. For example, when the user opens the door of the IoT device 800 (e.g., a refrigerator) after 21:00, the user receives a coaching message according to intake or what to consume the next day on the display unit 830 of the IoT device 800. You can pre-set it to perform an action that outputs calories. For example, if the user does not turn off the IoT device 800 (e.g., smart TV) after 22:00, a coaching message instructing sleep recommendation is displayed on the display unit 830 of the IoT device 800. Alternatively, the coaching message can be set in advance to be output as a voice through an audio output unit.

As an example, the electronic device 600 may detect that event information occurs in operation 1020. The event information may be generated, for example, when the IoT device 800 satisfies a specific condition. The event information may be generated, for example, when a user manipulates the IoT device 800. The electronic device 600 may receive event information from the IoT device 800. The event information may include user account information indicating who is responsible for generating the conditional event or user behavior information indicating by what operation the conditional event occurred.

As an example, the electronic device 600 may receive a request for user account information from the server 700 in operation 1030. The operation 1030 may correspond in whole or in part to operation 920 of FIG. 9 .

As an example, the electronic device 600 may receive user account request information from the server 700 or the IoT device 800. To this end, the electronic device 600 may form a wireless communication channel with the server 700 or the IoT device 800.

As an example, the electronic device 600 may obtain user account information from the IoT device 800 or transmit the obtained user account information to the server 700.

As an example, the user account information may be information indicating a user identified by a photographing unit provided in the IoT device 800 (e.g., the photographing unit 850 of FIG. 8). For example, the user account information may be information indicating a user authenticated through wireless communication between the electronic device 600 and the IoT device 800. The electronic device 600 and the IoT device 800 may identify a user using, for example, UWB.

As an example, the electronic device 600 may receive a coaching message from the server 700 in operation 1040. The operation 1040 may correspond in whole or in part to operation 930 of FIG. 9 . The coaching message may be a message corresponding to user behavior information included in the event information based on the health data and the goal data.

As an example, in operation 1050, the electronic device 600 may provide a coaching message received from the server 700 to the user. Operation 1050 may correspond in whole or in part to operation 940 of FIG. 9 . The electronic device 600 may output the coaching message received from the server 700. The electronic device 600 can control the display unit 630 to display the coaching message. For example, the coaching message may be output as a voice through a voice output unit (eg, the audio module 1970 in FIG. 19) provided in the electronic device 600.

As an example, in operation 1060, the electronic device 600 may obtain user feedback information about the coaching message and transmit the obtained feedback information to the server 700. The electronic device 600 may obtain feedback information in response to the coaching message. The feedback information may be generated, for example, by touching a response to a message output to a display unit (e.g., the display unit 630 in FIG. 6 or the display unit 830 in FIG. 8), the electronic device 600, or It can be obtained by inputting voice into a microphone provided in the IoT device 800 (e.g., AI speaker). The electronic device 600 or IoT device 800 may transmit the delivered feedback information to the server 700. The server 700 that has obtained the feedback information may convert it into a database and store it in memory (eg, memory 730 in FIG. 7).

As an example, in operation 1070, the electronic device 600 may obtain a device control signal according to the feedback information from the server 700, or may transmit the device control signal received from the server 700 to an IoT device ( 800). For example, the device control signal may be a signal that controls the operation of the IoT device 800 corresponding to the feedback information. The device control signal may be stored in the server 700 by, for example, a user's input. For example, the device control signal may be a signal for the server 700 to control the IoT device 800 to best match the feedback.

As an example, the IoT device 800 that receives the device control signal from the server 700 or the electronic device 600 may perform an operation according to the device control signal.

As an example, the electronic device 600 may obtain reward information in response to the feedback information from the server 700. The reward information may include various forms of compensation for the target user's account depending on the feedback information. For example, the reward information may include information about points awarded to the target user's account.

FIG. 11 is a diagram illustrating the operation flow of the server 700 according to one embodiment.

Referring to FIG. 11, the server 700 may receive a signal according to the occurrence of a condition event in operation 1110. The signal may be referred to as event information. The condition event may occur, for example, when the IoT device 800 satisfies a specific condition. The condition event may occur, for example, when a user manipulates the IoT device 800. The event information may include user account information or user behavior information. The user behavior information may be information indicating what kind of manipulation has occurred on the IoT device 800. For example, the user behavior information may be information indicating that the door of the refrigerator included in the IoT device 800 is opened.

As an example, the server 700 may receive event information of a target user in operation 1120. To this end, the server 700 may form a wireless communication link with the electronic device 600 or the IoT device 800. The electronic device 600 may receive user account information or user behavior information included in the event information from the server 700 through the established wireless link. The user account information may be information indicating who generated the event information. For example, if there are multiple users in the home, the user account information may be information indicating that the subject who generated the event information is at least one of the first user or the second user included in the user. For example, the user account information may be information indicating a user identified by a photographing unit provided in the IoT device 800 (eg, the photographing unit 850 of FIG. 8). For example, the user account information may be information indicating a user authenticated through wireless communication between the electronic device 600 and the IoT device 800. The electronic device 600 and the IoT device 800 may identify a user using, for example, UWB.

As an example, the server 700 may obtain a coaching message in operation 1130. The server 700 may generate a coaching message corresponding to user behavior information included in the event information based on the health data and the goal data. The coaching message may be a guidance message indicating that the user's behavior indicated by the user behavior information can change the health data. For example, the coaching message may be a message informing that the user's weight may increase due to the refrigerator door being opened.

As an example, the server 700 may provide a coaching message to the user in operation 1140. The server 700 may transmit the obtained coaching message to, for example, the electronic device 600 or the IoT device 800. For example, the electronic device 600 or the IoT device 800 may output the acquired coaching message to a display unit (e.g., the display unit 630 in FIG. 6 or the display unit 830 in FIG. 8). You can. For example, the electronic device 600 or the IoT device 800 may output the acquired coaching message as a voice through a provided audio module.

FIG. 12 is a diagram illustrating the operation flow of the server 700 according to one embodiment.

Referring to FIG. 12 , in operation 1210, the server 700 may set up a communication channel for exchanging signals with the electronic device 600 or the IoT device 800. To this end, the server 700 may set up a wireless communication channel with the electronic device 600 or the IoT device 800.

As an example, the server 700 may obtain the user's health data from the health server through the wireless communication channel. The electronic device 600 may form a wireless communication link with the server 700. The electronic device 600 may transmit health data to the server 700 through the established wireless communication link. The health data may include health data or goal data. The health data may include the user's current body information input by the user. The user's current body information may include, for example, the user's height, weight, and age. The target data may include the user's target body information input by the user. The user's target body information may include, for example, target weight, target amount of exercise, and target sleep time. In addition, the health data may include data entered by the user related to the user's health or body or overall information managed in the health server based on the information entered by the user.

As an example, the server 700 may obtain a preset device control signal from the electronic device 600 through the communication channel. The preset device control signal is, for example, when the electronic device 600 cannot receive a control operation of the user-customized IoT device 800 from the server 700 in a specific situation, the IoT device 800 may perform the control operation. It may refer to a signal that controls an operation.

As an example, the server 700 may detect that a condition event occurs in operation 1220. The condition event may occur, for example, when the IoT device 800 satisfies a specific condition. The condition event may occur, for example, when a user manipulates the IoT device 800. The server 700 may receive event information according to the occurrence of a condition event from the electronic device 600 or the IoT device 800.

As an example, the server 700 may receive account information of a target user in operation 1230. The server 700 may obtain user account information or user behavior information included in the event information received from the electronic device 600 or IoT device 800. The user account information may be information indicating who generated the event information. For example, if there are multiple users in the home, the user account information may be information indicating that the subject who generated the event information is at least one of the first user or the second user included in the user. The user behavior information may be information indicating what manipulation has occurred on the home appliance group 30. For example, the user behavior information may be information indicating that the door of a refrigerator included in the home appliance group 30 is opened.

As an example, the server 700 may determine the possibility of achieving the target user's goal in operation 1240. For example, the server 700 may determine the possibility of achievement based on the target user's health data and event information. The server 700 may determine the possibility of achievement based on the user's health data and goal data according to user behavior information included in the event information.

As an example, in operation 1250, the server 700 may obtain a coaching message or transmit the obtained coaching message. The server 700 may generate a coaching message corresponding to user behavior information included in the event information based on the health data and the goal data. The coaching message may be a guidance message indicating that the user's behavior indicated by the user behavior information can change the health data. For example, the coaching message may be a message informing that the user's weight may increase due to the refrigerator door being opened.

As an example, processor 710 may include a first coaching message or a second coaching message. For example, if the user's current weight is more than a preset threshold compared to the target weight, the processor 710 may reduce the possibility that the user's behavior indicated by the user behavior information will reach the target weight. The first coaching message informing that this is possible can be generated. For example, if the user's current weight is less than a preset threshold compared to the target weight, the processor 710 may increase the possibility that the user's behavior indicated by the user behavior information will reach the target weight. The second coaching message informing that this is possible may be generated.

The coaching message may include various coaching messages according to the event information, the health data, and the goal data in addition to the first coaching message or the second coaching message described.

As an example, the server 700 may obtain a coaching message corresponding to the target user's achievement probability. For example, the server 700 may obtain the coaching message stored in the memory 730 as a database.

As an example, the server 700 may provide the obtained coaching message to the user. For example, the server 700 may transmit the coaching message to the electronic device 600 or the IoT device 800. The electronic device 600 or IoT device 800 may output the received coaching message.

As an example, the server 700 may receive feedback from the target user regarding the coaching message in operation 1260. Feedback information may be generated based on the target user's feedback. For example, the feedback information may be generated as a response of the target user to the coaching message output to the electronic device 600 or IoT device 800. The target user, for example, touches (or clicks) a response to a message output on the display unit 630 or 830 provided in the electronic device 600 or IoT device 800, or Alternatively, a feedback signal may be generated by responding to a microphone provided in the IoT device 800. The generated feedback information may be transmitted to the server 700.

As an example, the server 700 may transmit a device control signal corresponding to the feedback information in operation 1270. The server 700 may transmit a device control signal corresponding to the target user's feedback to the electronic device 600 or IoT device 800. For example, the server 700 may obtain a device control signal that matches the target user's feedback from among a plurality of device control signals stored in the memory 730. For example, if the server 700 does not receive feedback, it may transmit a device control signal pre-input from the target user to the electronic device 600 or the IoT device 800.

As an example, the server 700 may transmit reward information corresponding to the feedback information to the electronic device 600 or the IoT device 800. The reward information may include various forms of compensation for the target user's account depending on the feedback information. For example, the reward information may include information about points awarded to the target user's account.

Each operation described in FIGS. 9 to 12 is not limited to the order shown, and the order may be changed or some operations may be repeated as necessary.

FIG. 13 is a diagram illustrating the flow of operations for identifying a user, according to one embodiment.

Referring to FIG. 13, the IoT device 800 may identify a user in operation 1310. The IoT device 800 identifies the user with a sensor unit (e.g., sensor unit 840 in FIG. 5) or a capture unit (e.g., capture unit 850 in FIG. 5) provided in the IoT device 800. You can.

As an example, the IoT device 800 may identify a user using ultra-wide band (UWB) technology. User authentication through UWB is as follows. The electronic device 600 may form a wireless communication link with the IoT device 800 using short-range wireless communication technology (e.g., Bluetooth Low Energy (BLE)). The IoT device 800 may generate an advertising signal. The electronic device 600 may perform an operation of scanning Bluetooth electronic devices adjacent to the electronic device 600. The electronic device 600 can identify the advertising signal generated from the IoT device 800 through a scan operation. The electronic device 600 can identify the IoT device 800 based on identifying the advertising signal and transmit a connection request to the IoT device 800. After receiving a connection request from the electronic device 600, the IoT device 800 may transmit a connection response to the electronic device 600. The electronic device 600 may form a wireless communication link after receiving a connection response from the IoT device 800.

The IoT device 800 can transmit identification information (e.g., MAC (medium access control) address, serial number, etc.) of the IoT device 800 to the electronic device 600 through the created wireless communication link. there is. The IoT device 800 may transmit identification information of the IoT device 800 to the electronic device 600 in response to receiving a user input for device registration.

As an example, the IoT device 800 may identify a user using the photographing unit 850 provided in the IoT device 800. The IoT device 800 may identify whether the user is a pre-registered user, for example, through a facial recognition camera provided outside the IoT device 800.

As an example, in operation 1320, the electronic device 600 may determine whether the user can be identified through a camera or UWB.

As an example, in operation 1330, the electronic device 600 may determine the identified user as the target user.

For example, in operation 1340, if the electronic device 600 cannot identify the user, it may determine a preset user as the target user. For example, the electronic device 600 may transmit information to the server 700 to determine a preset user as the target user. The target user may be one or multiple users.

For example, in operation 1350, the electronic device 600 may transmit information identifying the target user. Information identifying the target user may be referred to as user account information. For example, the electronic device 600 may include user account information or user behavior information for the target user in event information and transmit it to the server 700.

Figure 14 is a diagram illustrating signaling between devices, according to one embodiment.

Referring to FIG. 14 , in operation 1411, the electronic device 600 may transmit user input information to the server 700. The electronic device 600 may form a wireless communication link with the server 700. The electronic device 600 may transmit health data to the server 700 through the established wireless communication link. The health data may include health data or goal data. The health data may include the user's current body information input by the user. The user's current body information may include, for example, the user's height, weight, and age. The target data may be data set by the user for an item that the user wishes to achieve. The target data may include the user's target body information input by the user. The user's target body information may include, for example, target weight, target amount of exercise, and target sleep time. In addition, the health data may include data entered by the user related to the user's health or body or overall information managed in the health server based on the information entered by the user.

As an example, the server 700 may obtain the health data from a health server. The health server may obtain health data measured or input from the electronic device 600. The health server may obtain the health data by synchronizing with the electronic device 600. The health server may transmit the health data obtained from the electronic device 600 to the server 700. The health data may be measured or obtained, for example, from the electronic device 600 or the IoT device 800.

As an example, the user input information may include information about a preset target user when the electronic device 600 or the IoT device 800 cannot identify the user.

As an example, the user input information may be information that the user inputs in advance to enable the IoT device 800 to perform a preset operation. For example, the pre-entered information may be setting information that operates to turn off the power of the IoT device 800. For example, the pre-entered information may be setting information that reduces the illuminance of smart lighting or turns off the switch.

As an example, in operation 1413, the server 700 may store health data received from the electronic device 600 in a memory (eg, memory 730 of FIG. 7). Although not shown, the server 700 may receive the health data from a health server without receiving the health data from the electronic device 600.

As an example, the IoT device 800 may obtain event information in operation 1421. For example, the event information may be information about the occurrence of a condition event in which the user accesses the IoT device 800 or operates the IoT device 800. The condition event may occur, for example, when the user opens the door of the IoT device 800, such as a refrigerator, or operates the IoT device 800, such as cooking.

As an example, the IoT device 800 may identify the user who generated the event in operation 1422. The IoT device 800 may identify a user using, for example, a camera module. The IoT device 800 may identify a user using, for example, UWB technology. The IoT device 800 may obtain information about the identified user as user account information.

As an example, the IoT device 800 may request user account information from the electronic device 600 in operation 1423. The user account information may be transmitted through a wireless channel established between the IoT device 800 and the electronic device 600. The IoT device 800 may transmit the user account information by including it in event information.

As an example, in operation 1431, the electronic device 600 may transmit user account information in response to user identification request information received from the IoT device 800. The electronic device 600 may transmit based on ultra-wide band (UWB) technology. The electronic device 600 may transmit the user account information to the server 700 in operation 1432. The server 700 or the IoT device 800 may store the received user identification information in memory (eg, memory 730 in FIG. 7 or memory 860 in FIG. 5).

As an example, the IoT device 800 may transmit information according to the occurrence of an event to the electronic device 600 or the server 700 in operation 1424. Information according to the occurrence of the event may be referred to as event information. The event information may include user account information or user behavior information. The user account information may be information indicating who generated the event information. For example, if there are multiple users in the home, the user account information may be information indicating that the subject who generated the event information is at least one of the first user or the second user included in the user. The user behavior information may be information indicating what kind of manipulation has occurred on the IoT device 800. For example, the user behavior information may be information indicating that the door of the refrigerator included in the IoT device 800 is opened. The user behavior information may be generated, for example, when the door of the IoT device 800 is opened or closed. The user behavior information may be generated, for example, by switching on the IoT device 800. For example, the user behavior information may be generated by a signal obtained by the user touching or pressing an input unit provided on the electronic device 600 or the IoT device 800.

As an example, the server 700 may obtain event information received from the IoT device in operation 1414. The electronic device 600 may obtain event information received from the IoT device 800, and the electronic device 600 may transmit the received event information to the server 700.

As an example, the server 700 may generate a coaching message in operation 1415. For example, the coaching message may be obtained from a table stored as a database in the memory 730 of the server 700, a message suitable for the conditions of the target user. As an example, the server 700 may obtain a coaching message by considering a condition event, the user's challenge goal, or the user's achievement data. The server 700 may generate a coaching message corresponding to user behavior information included in the event information based on the health data and the goal data. The coaching message may be a guidance message indicating that the user's behavior indicated by the user behavior information can change the health data. For example, the coaching message may be a message informing that the user's weight may increase due to the refrigerator door being opened.

According to one example, the server 700 may generate a coaching message based on the health data and the goal data according to user behavior information included in event information.

As an example, the server 700 provides information (e.g., information as a user whose goal (data about the challenge goal) is 'weight loss' opens the door of the IoT device 800 (e.g., refrigerator, oven) As event information) occurs, you can obtain a coaching message that says, 'You need to reduce food intake.' For example, the server 700 provides information (event information) when a user whose goal is 'weight loss' (data about the challenge goal) inputs a button to operate the IoT device 800 (e.g., an oven). As this occurs, you can obtain a coaching message that says 'you need to reduce your food intake'. For example, the server 700 provides information according to the state in which a user whose goal (data regarding the challenge goal) is to 'increase sleep time' turns on the IoT device 800 (e.g. TV) after a certain time. By acquiring (event information), you can obtain the coaching message ‘You must enter the entrance’. For example, the server 700 may allow a user whose goal (data regarding the challenge goal) is to 'increase sleep time' to be in a non-sleep state detected by the electronic device 600 (e.g., a wearable device) after a certain time. As you acquire relevant information (event information), you can obtain a coaching message that says, 'You must listen to it'.

According to one example, the server 700 may generate the coaching message by comparing the health data with data about the challenge goal. The coaching message may include a first coaching message or a second coaching message. The server 700 informs that if the user's current weight is more than a preset threshold compared to the target weight, the user's behavior indicated by the user behavior information may reduce the possibility of reaching the target weight. The first coaching message may be generated. For example, if the user's current weight is less than a preset threshold compared to the target weight, the server 700 may increase the possibility that the user's behavior indicated by the user behavior information will reach the target weight. The second coaching message informing that this is possible may be generated.

For example, when a user whose current weight is more than the target weight opens the door of the refrigerator, the server 700 may say, 'Eating late at night promotes excessive appetite.' The first coaching message can be created, ‘How about a glass of warm water or milk?’

For example, when a user whose current weight is greater than the target weight opens the oven door or operates the oven, the server 700 may say, 'Eating late at night promotes excessive appetite.' The first coaching message can be created, ‘How about a glass of warm water or milk?’

For example, when a user whose current weight is less than the target weight opens the door of the refrigerator, the server 700 may say, 'A proper meal can be helpful.' Instead, a second coaching message can be created: ‘I recommend light exercise after intake.’

For example, when a user whose current weight is less than the target weight opens the oven door or operates the oven, the server 700 may say, 'A proper meal can be helpful.' Instead, a second coaching message can be created: ‘I recommend light exercise after intake.’

According to one example, the server 700 may obtain user account information indicating the user from event information and obtain the user's health data using the obtained user account information.

As an example, the server 700 may transmit the obtained coaching message to the electronic device 600 or the IoT device 800 in operation 1416. The server 700 may transmit the coaching message through an established communication channel with the electronic device 600 or the IoT device 800.

As an example, if at least one of the electronic device 600 or the IoT device 800 does not provide a notification function, the server 700 may transmit the coaching message to a preset nearby electronic device. The notification function, for example, is not provided with a display (e.g., display unit 830 in FIG. 8) or a voice output unit (e.g., audio module) in the IoT device 800, so the coaching message cannot be output. It may mean a case. The preset peripheral electronic device may include, for example, a device preset by the user among the IoT device 800 (eg, TV) or the electronic device 600 (eg, wearable device).

As an example, the electronic device 600 may output a coaching message received from the server 700 in operation 1433. For example, the electronic device 600 outputs the coaching message to a display unit 630 (e.g., the display module 1960 of FIG. 19) or a voice output unit (e.g., the audio module 1970 of FIG. 19). )).

As an example, the IoT device 800 may output a coaching message received from the server 700 in operation 1426. For example, the IoT device 800 may output the coaching message to the display unit 830 or to a voice output unit.

As an example, the IoT device 800 may transmit feedback information to the server 700 in operation 1427. For example, the IoT device 800 acquires the user's input corresponding to the coaching message provided to the user, and provides feedback information in response to the coaching message based on the obtained user input to the server 700. ) can be transmitted. The feedback information may be generated, for example, by the user's input corresponding to the coaching message. The above feedback information is, for example, ''Eating late at night promotes excessive appetite. How about warm water or milk?” to be generated by entering at least one of the ‘list of foods consumed’ (e.g., milk 1733 in FIG. 17b) corresponding to the coaching message 1713 in FIG. 17a. The feedback information may be, for example, a coaching message (e.g., coaching message 1713 in FIG. 17A) such as ''Eating late at night promotes excessive appetite.'' This can be created by entering the corresponding 'do not consume' button.

As an example, the IoT device 800 may transmit feedback information to at least one electronic device 600 in operation 1427. For example, the IoT device 800 acquires the user's input corresponding to the coaching message provided to the user, and provides feedback information in response to the coaching message based on the obtained user's input to the at least one It can be transmitted to the electronic device 600. The electronic device 600 may transmit the feedback information received from the IoT device to the server 700.

As an example, the server 700 may select one or more control target devices whose operation will be controlled based on the feedback information. The server 700 may transmit a device control signal to the one or more controlled devices in the following operation.

As an example, the server 700 may transmit a device control signal to the IoT device 800 in operation 1417. For example, the server 700 may transmit the device control signal to the IoT device 800 based on the user's input corresponding to the coaching message. For example, the device control signal may be a signal that controls the user to perform an operation based on user input information (e.g., feedback information) transmitted in operation 1411. For example, the device control signal may be a signal that controls the IoT device 800 to perform an operation corresponding to the coaching message of the target user. As an example, the server 700 selects one or more control target devices from at least one IoT device 800 based on the user's input corresponding to the coaching message, and selects the selected one or more control target devices. The device control signal can be transmitted.

According to one example, the server 700 may generate reward information in response to feedback information. The reward information may include various forms of compensation for the target user's account depending on the feedback information. For example, the reward information may include information about points awarded to the target user's account. The server 700 may transmit the reward information to the electronic device 600 or IoT device 800.

As an example, the IoT device 800 may perform an operation according to a control signal received from the server 700 in operation 1428. The IoT device 800 (eg, smart lighting) can be controlled to, for example, lower the illumination level or change the color temperature. The IoT device 800 (e.g., smart TV) may, for example, lower the brightness of the output screen. The IoT device 800 (e.g., AI speaker) may play, for example, pre-designated music.

As an example, the electronic device 600 or IoT device 800 may obtain reward information received from the server 700.

FIG. 15 is a diagram illustrating a home network environment 1500 according to one embodiment.

Referring to FIG. 15, the home network environment 1500 includes an electronic device 1510 (e.g., the electronic device 10 of FIG. 5), a server 1520 (e.g., the server 20 of FIG. 5), or a home appliance group. It may include (1530) (e.g., the home appliance group 30 in FIG. 5).

As an example, it may include a home appliance group 30 (e.g., the home appliance group 30 in FIG. 2 or the IoT device 800 in FIG. 5). The home appliance group 30 includes, for example, a refrigerator 31, a dishwasher 32, an electric range 33, an electric oven 34, an air conditioner 35, a clothes care machine 36, and a washing machine ( 37), at least one type of home appliance such as dryer (38), microwave oven (39), smart TV (40), AI speaker (41), smart light (42), cleaning robot, vacuum cleaner, smart light, etc. May include products.

As an example, the home appliance group 1530 may include a first home appliance group 1531, a second home appliance group 1532, or a third home appliance group 1533. For example, the first home appliance group 1531 may refer to a home appliance group placed in a first space (eg, kitchen) within the home. The first home appliance group 1531 may include, for example, a refrigerator 31, a dishwasher 32, an electric range 33, an electric oven 34, or a microwave oven 39.

As an example, the second home appliance group 1532 may refer to a home appliance group placed in a second space (eg, living room) within the home. The second home appliance group 1532 may include, for example, an air conditioner 35, a smart TV 40, an AI speaker 41, or a smart lighting 42.

As an example, the third home appliance group 1533 may refer to a home appliance group placed in a third space (eg, bedroom) within the home. The third home appliance group 1533 may include, for example, a smart TV 40, an AI speaker 41, and a smart lighting 42.

The home appliances included in the first to third home appliance groups 1531, 1532, and 1533 of the home network environment 1500 are merely examples, and any one of the other home appliances may be included or omitted as needed. there is.

As an example, the home appliance group 30 may identify a user or transmit the identified user information to the electronic device 10 or the server 20. For example, the home appliance group 30 may output a signal received from the server 20 or the electronic device 10. The home appliance group 30 may output the received signal to a display or audio output device.

As an example, the home network environment 1500 may include a server 20 (eg, server 20 in FIG. 2 or server 700 in FIG. 4). For example, the server 20 may control the home appliance group 30. For example, the server 20 may transmit a control signal for controlling the home appliance group 30 to the home appliance group 30. For example, the server 20 may establish a wireless channel for communicating with the home appliance group 30.

As an example, the server 20 may communicate wirelessly with an electronic device 10 (eg, the electronic device 10 of FIG. 2 or the electronic device 600 of FIG. 3). The server 20 may establish a wireless channel for communication with the electronic device 10. The server 20 can transmit and receive control signals with the electronic device 10 through an established wireless channel.

As an example, the home network environment 1500 may include an electronic device 10 (eg, the electronic device 10 of FIG. 2). The electronic device 10 may include, for example, a smartphone or a wearable electronic device (eg, a wearable device). For example, the electronic device 10 may communicate with the home appliance group 30 to perform user authentication.

As an example, the electronic device 10 may receive a control signal from the server 20. The electronic device 10 may transmit the received control signal to the home appliance group 30.

As an example, the electronic device 10 may receive feedback information from, for example, a home appliance group 30. For example, the electronic device 10 may transmit the received feedback information to the server 20.

As an example, the electronic device 10 may be carried or worn by the user (U). For example, the electronic device 10 may detect movement of the user U or detect the health status of the user U. The health condition may include, for example, the user U's weight, heart rate, number of steps, calories burned, whether he or she is asleep, and sleep time.

As an example, there may be one or more users (U). The electronic device 10 or the home appliance group 30 may store or transmit profile information for each user (U) to the server 20 . The user (U) may include, for example, a first user (U1) or a second user (U2). The profile information of the first user (U1) or the second user (U2) can be assumed as follows.

As an example, the first user (U1) may be a user with a goal of losing weight. For example, the first user (U1) may be a user who has a goal of losing 10% of his or her current body weight. The first user (U1) may be a user who has a goal of fasting after 6 PM. The first user (U1) may input health data including his/her current weight or target weight into the electronic device 10. The electronic device 10 may store the health data obtained through the input of the first user U1 in a memory (eg, memory 1930 of FIG. 1) or transmit it to a health server.

For example, the second user (U2) may be a user with a goal of improving sleep quality. For example, the second user U2 may not wear an electronic device (eg, a wearable device) indoors. For example, the second user U2 may be a user who receives sleep program guidance from the server 20 through sleep analysis for a predetermined period of time. For example, the second user (U2) may be a user who has a goal of avoiding caffeinated drinks after 3 p.m. For example, the second user U2 may be a user who has a goal of waking up before 10 PM. The second user U2 may input health data, such as his or her current average sleep time or target sleep time, into the electronic device 10 . The electronic device 10 may store the health data obtained through the input of the second user U2 in a memory (eg, memory 1930 of FIG. 1) or transmit it to a health server.

FIGS. 16A to 16C are diagrams illustrating scenarios that may occur in a home network environment (e.g., home network environment 1500 of FIG. 15) according to an embodiment.

16A to 16C, a home appliance group 30 (e.g., refrigerator 31, electric range 33, electric oven 34, microwave oven 39) can detect an adjacent user (U). there is. The home appliance group 30 can identify the user through a provided camera module or sensor. The home appliance group 30 may determine the identified user as the target user.

As an example, the home appliance group 30 may identify the user U through UWB communication with the electronic device 10. For example, the electronic device 10 may transmit user identification information according to a user identification request received from the home appliance group 30. The home appliance group 30 may determine the target user through the user identification information.

For example, if the home appliance group 30 cannot identify a user, a preset user (eg, the first user U1) may be determined as the target user. For example, the home appliance group 30 may transmit a signal indicating determination of a target user to the electronic device 10 or the server 20.

As an example, the home appliance group 30 may obtain information according to the occurrence of an event. Information according to the occurrence of the event may be referred to as event information. The event information may be generated, for example, when the door of the home appliance group 30 is opened. The event information may be generated, for example, by detecting that food is put into the home appliance group 30. The event information may be generated, for example, by a touch or input of the user U operating the home appliance group 30. The home appliance group 30 may transmit the event information to the electronic device 10 or the server 20. For example, the home appliance group 30 may be set to acquire the event information at a specific time. The event information may include user account information or user behavior information. The user account information may be information indicating who generated the event information. The user behavior information may be information indicating what manipulation has occurred on the home appliance group 30.

As an example, the server 20 that has received the event occurrence information may obtain a coaching message based on the target user's health data stored in memory (e.g., memory 730 in FIG. 7). The coaching message may include a coaching message according to <Table 1> or <Table 2> in FIG. 7. The coaching message may include m ₁ or m ₂ .

17A to 17C are diagrams illustrating coaching messages and feedback according to an embodiment.

Referring to FIGS. 17A to 17C , a coaching message may be displayed on the user interface 1700 of the electronic device 10 or the home appliance group 30. The user interface 1700 is, for example, displayed as a display unit (e.g., the display unit 630 in FIG. 6 or the display unit 830 in FIG. 8) of the electronic device 10 or the home appliance group 30. It can be. The coaching message may be received from the server 20, for example.

For example, a coaching message 1711, coaching message content 1713 corresponding to the coaching message 1711, or response buttons 1715 and 1717 may be displayed on the user interface 1700. The coaching message content 1713 may be selected, for example, from a database stored in the memory of the server 20 (eg, memory 730 in FIG. 7). The coaching message content (1713), for example, corresponding to m ₁ , reads, “Eating late at night promotes excessive appetite. “What about warm water or milk?” However, the present invention is not limited to this, and the electronic device 10 may display content corresponding to m ₂ on the user interface 1700 . The coaching message content 1713 is not limited to the content shown, and various content may be displayed based on the target user's health data and event information. The information message content 1713 may be output as a voice, for example.

As an example, the target user (U) may input feedback on the content of the coaching message (1713). The target user (U) may select, for example, the 'Yes' button 1715 or the 'No' button 1717.

For example, when the target user (U) selects the 'Yes' button 1715, a response to the food consumed (1721) or the type of food (1731, 1733) is displayed on the display of the electronic device 10 or the home appliance group 30. , 1735, 1737, 1739) can be displayed. For example, the target user (U) can select the type of food consumed (1731, 1733, 1735, 1737, 1739). The types of food (1731, 1733, 1735, 1737, 1739) are not limited to those shown, and various types of food may be displayed. The plurality of food lists can be moved by the target user (U) swiping the user interface 1700 in an up and down direction.

Without being limited to what is shown, the target user (U) may input feedback through voice recognition. For example, the target user (U) may input feedback by voice without touching the 'Yes' button 1715 or the 'No' button 1717.

As an example, the target user (U) may select at least one of the types of food consumed (1731, 1733, 1735, 1737, and 1739). Information about the selected food may be stored in the memory of the electronic device 10 or the home appliance group 30 (e.g., the memory 650 of FIG. 6 or the memory 860 of FIG. 8). Information about the selected food may be referred to as dietary tracker information. The dietary tracker information may be transmitted to server 20, for example. The server 20 may store the dietary tracker information in memory (eg, memory 730 in FIG. 7).

As an example, the user interface 1700 may display a message 1740 indicating that the target user U's feedback has been transmitted. The server 20 may obtain a coaching message for the next meeting based on the dietary tracker information of the target user (U).

18A to 18C are diagrams illustrating coaching messages and feedback according to an embodiment.

Referring to FIGS. 18A to 18C , a coaching message may be displayed on the user interface 1800 of the electronic device 10 or the home appliance group 30.

For example, a coaching message 1811, coaching message content 1813 corresponding to the coaching message 1811, or response buttons 1815 and 1817 may be displayed on the user interface 1800. The coaching message content 1813 may be selected, for example, from a database stored in the memory of the server 20 (eg, memory 730 in FIG. 7). The coaching message content (1813), for example, corresponding to m ₆ , reads, “A dark environment can help you sleep well. “Would you like to activate deep sleep mode?” may be included. However, the present invention is not limited to this, and the electronic device 10 may display content corresponding to m ₇ on the user interface 1800. The coaching message content 1813 is not limited to the content shown, and various contents may be displayed based on the target user's health data and event information. The information message content 1813 may be output as a voice, for example.

As an example, the target user (U) may input feedback on the content of the coaching message (1813). The target user (U) may select, for example, the 'Yes' button 1815 or the 'No' button 1817.

For example, when the target user (U) selects the 'Yes' button 1815, a response to the food consumed (1721) or the type of device to execute the deep sleep mode is displayed on the display of the electronic device 10 or the home appliance group 30. (1831, 1833, 1835, 1837) or the 'Confirm' button (1839) can be displayed. For example, the target user (U) can select the type (1831, 1833, 1835, 1837) of the device that will perform the deep sleep mode. The types of devices (1831, 1833, 1835, 1837) that will perform the deep sleep mode are not limited to those shown, and various types of food may be displayed. The plurality of device lists can be moved by the target user (U) swiping the user interface 1800 in the up and down direction.

Without being limited to what is shown, the target user (U) may input feedback through voice recognition. For example, the target user (U) may input feedback by voice without touching the 'Yes' button 1715 or the 'No' button 1717. For example, the target user (U) can input by voice the type of device (1831, 1833, 1835, 1837) that will perform the deep sleep mode.

As an example, the target user (U) may select at least one of the types of devices (1831, 1833, 1835, and 1837) that will execute the deep sleep mode. Information about the selected food may be stored in the memory of the electronic device 10 or the home appliance group 30 (e.g., the memory 650 of FIG. 6 or the memory 860 of FIG. 8). The information about the selected device may be referred to as sleep assistance tracker information. The sleep aid tracker information may be transmitted to the server 20, for example. The server 20 may store the sleep aid tracker information in memory (eg, memory 730 in FIG. 7).

As an example, the user interface 1800 may display a message 1840 indicating that the target user U's feedback has been transmitted. The server 20 may transmit a device control signal to the device selected by the target user (U). For example, the device control signal may be a signal that controls the smart TV to be switched off. For example, the device control signal may be a signal that controls to lower the illuminance or color temperature of smart lighting. For example, the device control signal may be a signal that controls the AI speaker to play music that is helpful for a good night's sleep. The server 20 may obtain a next meeting coaching message based on the sleep help tracker information of the target user (U).

FIG. 19 is a block diagram of an electronic device 1901 in a network environment 1900, according to various embodiments. Referring to FIG. 19, in a network environment 1900, an electronic device 1901 communicates with an electronic device 1902 through a first network 1998 (e.g., a short-range wireless communication network) or a second network 1999. It is possible to communicate with at least one of the electronic device 1904 or the server 1908 through (e.g., a long-distance wireless communication network). According to one embodiment, the electronic device 1901 may communicate with the electronic device 104 through the server 1908. According to one embodiment, the electronic device 1901 includes a processor 1920, a memory 1930, an input module 1950, an audio output module 1955, a display module 1960, an audio module 1970, and a sensor module ( 1976), interface (1977), connection terminal (1978), haptic module (1979), camera module (1980), power management module (1988), battery (1989), communication module (1990), subscriber identification module (1996) , or may include an antenna module (1997). In some embodiments, at least one of these components (eg, the connection terminal 1978) may be omitted, or one or more other components may be added to the electronic device 1901. In some embodiments, some of these components (e.g., sensor module 1976, camera module 1980, or antenna module 1997) are integrated into one component (e.g., display module 1960). It can be.

The processor 1920, for example, executes software (e.g., program 1940) to operate at least one other component (e.g., hardware or software component) of the electronic device 1901 connected to the processor 1920. It can be controlled and various data processing or calculations can be performed. According to one embodiment, as at least part of the data processing or computation, the processor 1920 stores instructions or data received from another component (e.g., the sensor module 1976 or the communication module 1990) in the volatile memory 1932. The commands or data stored in the volatile memory 1932 can be processed, and the resulting data can be stored in the non-volatile memory 1934. According to one embodiment, the processor 1920 may include a main processor 1921 (e.g., a central processing unit or an application processor) or an auxiliary processor 1923 that can operate independently or together (e.g., a graphics processing unit, a neural network processing unit ( It may include a neural processing unit (NPU), an image signal processor, a sensor hub processor, or a communication processor). For example, if the electronic device 1901 includes a main processor 1921 and a auxiliary processor 1923, the auxiliary processor 1923 may be set to use lower power than the main processor 1921 or be specialized for a designated function. You can. The auxiliary processor 1923 may be implemented separately from the main processor 1921 or as part of it.

The auxiliary processor 1923 may, for example, act on behalf of the main processor 1921 while the main processor 1921 is in an inactive (e.g., sleep) state, or while the main processor 1921 is in an active (e.g., application execution) state. ), together with the main processor 1921, at least one of the components of the electronic device 1901 (e.g., the display module 1960, the sensor module 1796, or the communication module 1990) At least some of the functions or states related to can be controlled. According to one embodiment, the coprocessor 1923 (e.g., an image signal processor or a communications processor) may be implemented as part of another functionally related component (e.g., a camera module 1980 or a communications module 1990). there is. According to one embodiment, the auxiliary processor 1923 (e.g., neural network processing unit) may include a hardware structure specialized for processing artificial intelligence models. Artificial intelligence models can be created through machine learning. This learning may be performed, for example, in the electronic device 1901 itself on which the artificial intelligence model is performed, or may be performed through a separate server (e.g., server 1908). Learning algorithms may include, for example, supervised learning, unsupervised learning, semi-supervised learning, or reinforcement learning, but It is not limited. An artificial intelligence model may include multiple artificial neural network layers. Artificial neural networks include deep neural network (DNN), convolutional neural network (CNN), recurrent neural network (RNN), restricted boltzmann machine (RBM), belief deep network (DBN), bidirectional recurrent deep neural network (BRDNN), It may be one of deep Q-networks or a combination of two or more of the above, but is not limited to the examples described above. In addition to hardware structures, artificial intelligence models may additionally or alternatively include software structures.

The memory 1930 may store various data used by at least one component (eg, the processor 1920 or the sensor module 1976) of the electronic device 1901. Data may include, for example, input data or output data for software (e.g., program 1940) and instructions associated therewith. Memory 1930 may include volatile memory 1932 or non-volatile memory 1934.

The program 1940 may be stored as software in the memory 1930 and may include, for example, an operating system 1942, middleware 1944, or applications 1946.

The input module 1950 may receive commands or data to be used in a component of the electronic device 1901 (e.g., the processor 1920) from outside the electronic device 1901 (e.g., a user). The input module 1950 may include, for example, a microphone, mouse, keyboard, keys (eg, buttons), or digital pen (eg, stylus pen).

The sound output module 1955 may output sound signals to the outside of the electronic device 1901. The sound output module 1955 may include, for example, a speaker or receiver. Speakers can be used for general purposes such as multimedia playback or recording playback. The receiver can be used to receive incoming calls. According to one embodiment, the receiver may be implemented separately from the speaker or as part of it.

The display module 1960 can visually provide information to the outside of the electronic device 1901 (eg, a user). The display module 1960 may include, for example, a display, a hologram device, or a projector, and a control circuit for controlling the device. According to one embodiment, the display module 1960 may include a touch sensor configured to detect a touch, or a pressure sensor configured to measure the intensity of force generated by the touch.

The audio module 1970 can convert sound into an electrical signal or, conversely, convert an electrical signal into sound. According to one embodiment, the audio module 1970 acquires sound through the input module 1950, the sound output module 1955, or an external electronic device (e.g., directly or wirelessly connected to the electronic device 1901). Sound may be output through an electronic device 1902 (e.g., speaker or headphone).

The sensor module 1976 detects the operating state (e.g., power or temperature) of the electronic device 1901 or the external environmental state (e.g., user state) and generates an electrical signal or data value corresponding to the detected state. can do. According to one embodiment, the sensor module 1976 includes, for example, a gesture sensor, a gyro sensor, an air pressure sensor, a magnetic sensor, an acceleration sensor, a grip sensor, a proximity sensor, a color sensor, an IR (infrared) sensor, a biometric sensor, It may include a temperature sensor, humidity sensor, or light sensor.

The interface 1977 may support one or more designated protocols that can be used to connect the electronic device 1901 directly or wirelessly with an external electronic device (e.g., the electronic device 1902). According to one embodiment, the interface 1977 may include, for example, a high definition multimedia interface (HDMI), a universal serial bus (USB) interface, an SD card interface, or an audio interface.

The connection terminal 1978 may include a connector through which the electronic device 1901 can be physically connected to an external electronic device (eg, the electronic device 1902). According to one embodiment, the connection terminal 1978 may include, for example, an HDMI connector, a USB connector, an SD card connector, or an audio connector (eg, a headphone connector).

The haptic module (1979) can convert electrical signals into mechanical stimulation (e.g., vibration or movement) or electrical stimulation that the user can perceive through tactile or kinesthetic senses. According to one embodiment, the haptic module 1979 may include, for example, a motor, a piezoelectric element, or an electrical stimulation device.

The camera module 1980 can capture still images and moving images. According to one embodiment, the camera module 1980 may include one or more lenses, image sensors, image signal processors, or flashes.

The power management module 1988 can manage power supplied to the electronic device 1901. According to one embodiment, the power management module 1988 may be implemented as at least a part of, for example, a power management integrated circuit (PMIC).

Battery 1989 may supply power to at least one component of electronic device 1901. According to one embodiment, the battery 1989 may include, for example, a non-rechargeable primary cell, a rechargeable secondary cell, or a fuel cell.

Communication module 1990 provides a direct (e.g., wired) communication channel or wireless communication channel between electronic device 1901 and an external electronic device (e.g., electronic device 1902, electronic device 1904, or server 1908). It can support establishment and communication through established communication channels. Communication module 1990 operates independently of processor 1920 (e.g., an application processor) and may include one or more communication processors that support direct (e.g., wired) communication or wireless communication. According to one embodiment, the communication module 1990 may be a wireless communication module 1992 (e.g., a cellular communication module, a short-range wireless communication module, or a global navigation satellite system (GNSS) communication module) or a wired communication module 1994 (e.g., : LAN (local area network) communication module, or power line communication module) may be included. Among these communication modules, the corresponding communication module is a first network (1998) (e.g., a short-range communication network such as Bluetooth, wireless fidelity (WiFi) direct, or infrared data association (IrDA)) or a second network (1999) (e.g., legacy It may communicate with an external electronic device 104 through a telecommunication network such as a cellular network, a 5G network, a next-generation communication network, the Internet, or a computer network (e.g., LAN or WAN). These various types of communication modules may be integrated into one component (e.g., a single chip) or may be implemented as a plurality of separate components (e.g., multiple chips). The wireless communication module 1992 uses subscriber information (e.g., International Mobile Subscriber Identifier (IMSI)) stored in the subscriber identification module 1996 to communicate within a communication network, such as the first network 1998 or the second network 1999. The electronic device 1901 can be confirmed or authenticated.

The wireless communication module 1992 may support 5G networks after 4G networks and next-generation communication technologies, for example, new radio access technology (NR access technology). NR access technology provides high-speed transmission of high-capacity data (enhanced mobile broadband (eMBB)), minimization of terminal power and access to multiple terminals (massive machine type communications (mMTC)), or ultra-reliable and low-latency (URLLC). -latency communications)) can be supported. The wireless communication module 1992 may support high frequency bands (e.g., mmWave bands), for example, to achieve high data rates. The wireless communication module (1992) uses various technologies to secure performance in high frequency bands, such as beamforming, massive MIMO (multiple-input and multiple-output), and full-dimensional multiplexing. It can support technologies such as input/output (FD-MIMO: full dimensional MIMO), array antenna, analog beam-forming, or large scale antenna. The wireless communication module 1992 may support various requirements specified in the electronic device 1901, an external electronic device (e.g., electronic device 1904), or a network system (e.g., second network 1999). According to one embodiment, the wireless communication module (1992) supports Peak data rate (e.g., 20 Gbps or more) for realizing eMBB, loss coverage (e.g., 164 dB or less) for realizing mmTC, or U-plane latency (e.g., 164 dB or less) for realizing URLLC. Example: Downlink (DL) and uplink (UL) each of 0.5 ms or less, or round trip 1 ms or less) can be supported.

The antenna module 1997 may transmit or receive signals or power to or from the outside (e.g., an external electronic device). According to one embodiment, the antenna module 1997 may include an antenna including a radiator made of a conductor or a conductive pattern formed on a substrate (eg, PCB). According to one embodiment, the antenna module 1997 may include a plurality of antennas (eg, an array antenna). In this case, at least one antenna suitable for a communication method used in a communication network such as the first network 1998 or the second network 1999 is, for example, connected to the plurality of antennas by the communication module 1990. can be selected. Signals or power may be transmitted or received between the communication module 1990 and an external electronic device through the selected at least one antenna. According to some embodiments, in addition to the radiator, other components (eg, radio frequency integrated circuit (RFIC)) may be additionally formed as part of the antenna module 1997.

According to various embodiments, antenna module 1997 may form a mmWave antenna module. According to one embodiment, a mmWave antenna module includes a printed circuit board, an RFIC disposed on or adjacent to a first side (e.g., bottom side) of the printed circuit board and capable of supporting a designated high-frequency band (e.g., mmWave band); And a plurality of antennas (e.g., array antennas) disposed on or adjacent to the second side (e.g., top or side) of the printed circuit board and capable of transmitting or receiving signals in the designated high frequency band. can do.

At least some of the components are connected to each other through a communication method between peripheral devices (e.g., bus, general purpose input and output (GPIO), serial peripheral interface (SPI), or mobile industry processor interface (MIPI)) and signal ( (e.g. commands or data) can be exchanged with each other.

The electronic device 10 according to an embodiment of the present disclosure may provide a coaching message by expanding the health coaching solution for the target user (U) to the IoT device 30.

The electronic device 10 according to an embodiment of the present disclosure may provide a coaching message to the target user (U) through the IoT device 30 connected to an account-based cloud service.

The electronic device 10 according to an embodiment of the present disclosure can predict a customized achievability according to a target user and deliver a message to the target user according to the predicted achievability.

The electronic device 700 according to an embodiment of the present disclosure may include a memory 730, a communication unit 720, and at least one processor 710. The at least one processor 710 controls the communication unit 720 to receive event information from at least one electronic device 600 or 800, and is preset in response to user account information included in the event information. Or, obtain health data and goal data from managed user health data, generate a coaching message corresponding to user behavior information included in the event information based on the health data and the goal data, and generate a coaching message corresponding to user behavior information included in the event information, and the communication unit 720 Controls to transmit the coaching message to the at least one electronic device 600, 800 or a preset peripheral electronic device, and controls the communication unit 720 to transmit the coaching message to the at least one electronic device 600, 800 or the preset peripheral electronic device. It may be configured to receive feedback information corresponding to the coaching message from a set nearby electronic device. Here, the user health data may include the health data including current body information preset by the user's input and the target data including target body information preset by the user's input.

In the electronic device 700 according to an embodiment of the present disclosure, the user behavior information included in the event information indicates that the door of the at least one electronic device 800 is opened by the user, and the current The body information may include the user's current weight, and the target body information may include the user's target weight. Here, the coaching message may be a guidance message indicating that the user's behavior indicated by the user behavior information can change the current weight.

In the electronic device 700 according to an embodiment of the present disclosure, if the current weight is greater than a preset threshold compared to the target weight, the at least one processor 710 sends a first coaching message to the at least one electronic device. (600, 800) Alternatively, it may be configured to transmit to the preset peripheral electronic device. Here, the first coaching message may be a message guiding that the user's behavior indicated by the user behavior information can reduce the possibility of reaching the target weight.

In the electronic device 700 according to an embodiment of the present disclosure, if the current weight is less than a preset threshold compared to the target weight, the at least one processor 710 sends a second coaching message to the at least one electronic device. (600, 800) Alternatively, it may be configured to transmit to the preset peripheral electronic device. Here, the second coaching message may be a message guiding that the user's behavior indicated by the user behavior information can increase the possibility of reaching the target weight.

In the electronic device 700 according to an embodiment of the present disclosure, the at least one processor 710 controls one of the at least one electronic device 600 or 800 or the preset peripheral electronic device based on the feedback information. It may be configured to select a device, control the communication unit 720, and transmit a signal to control the operation of the selected control target device.

In the electronic device 700 according to an embodiment of the present disclosure, the at least one processor 710 generates reward information in response to the feedback information, and the communication unit 720 may be configured to transmit the reward information to the at least one electronic device 600 or 800 or the preset peripheral electronic device.

A user-customized health management method according to an embodiment of the present disclosure includes the operation of receiving event information from at least one electronic device (600, 800), preset or managed in response to user account information included in the event information. An operation of acquiring health data and goal data from user health data, an operation of generating a coaching message corresponding to user behavior information included in the event information based on the health data and the goal data, and sending the coaching message to the user behavior information. Transmitting to at least one electronic device (600, 800) or a preset peripheral electronic device, receiving feedback information corresponding to the coaching message from the at least one electronic device (600, 800) or the preset peripheral electronic device It may include actions such as: Here, the user health data may include the health data including current body information preset by the user's input and the target data including target body information preset by the user's input.

The user-customized health management method according to an embodiment of the present disclosure is to send a first coaching message to the at least one electronic device 600 or 800 or the preset when the current weight is more than a preset threshold compared to the target weight. It may be configured to transmit to a nearby electronic device. Here, the first coaching message may be a message guiding that the user's behavior indicated by the user behavior information can reduce the possibility of reaching the target weight.

The user-customized health management method according to an embodiment of the present disclosure is to send a second coaching message to the at least one electronic device 600 or 800 or the preset threshold if the current weight is less than a preset threshold compared to the target weight. It may be configured to transmit to a nearby electronic device. Here, the second coaching message may be a message guiding that the user's behavior indicated by the user behavior information can increase the possibility of reaching the target weight.

A user-customized health management method according to an embodiment of the present disclosure includes selecting a control target device among the at least one electronic device 600 or 800 or the preset peripheral electronic device based on the feedback information and controlling the selected device. It may include transmitting a signal to control the operation of the target device.

A user-customized health management method according to an embodiment of the present disclosure includes generating reward information in response to the feedback information and transmitting the reward information to the at least one electronic device 600 or 800 or the preset peripheral electronic device. It may include actions such as:

The electronic device 800 according to an embodiment of the present disclosure includes a memory 860, at least one sensor 840, an input unit, a communication unit 820, a display 830 or an audio module 1970, and at least one processor ( 810) may be included. The processor 810 provides a sensing signal provided by at least one of a proximity sensor, an image sensor, a pressure sensor, or a touch sensor included in the at least one sensor 840, or a press or touch on the input unit. Detects that event information by the user has occurred using an input signal, controls the communication unit 820 to transmit the event information to the server 700, and controls the communication unit 820 to transmit the event information to the server 700. Receive a coaching message generated from, control the display 830 to display visual information corresponding to the coaching message, or control the audio module 1970 to output auditory information corresponding to the coaching message. , responds to the coaching message based on a voice input through a microphone, which is one of the at least one sensor 840, in response to the visual information or the auditory information, or a touch signal input through a touch panel included in the input unit. It may be configured to generate feedback information and control the communication unit 820 to transmit the feedback information to the server 700. Here, the coaching message includes user behavior included in the event information based on health data including current body information preset by the user's input and target data including target body information preset by the user's input. It may be a message indicating that information can change the current body information.

In the electronic device 800 according to an embodiment of the present disclosure, the user behavior information indicates that the door of the electronic device 800 is opened by the user, and the current body information includes the user's current weight. It includes, and the target body information may include the user's target weight. Here, the coaching message may be a guidance message indicating that the user's behavior indicated by the user behavior information can change the current weight.

In the electronic device 800 according to an embodiment of the present disclosure, the at least one processor 810 may be configured to control the operation of the electronic device 800 by an operation control signal received in response to the feedback information. there is.

In the electronic device 800 according to an embodiment of the present disclosure, the at least one processor 810 sends reward information paid by the server 700 in response to the feedback information to the server through the communication unit 810. It may be configured to receive information from 700 and control the display 830 to display the reward information as visual information, or to control the audio module 1970 to output the reward information as auditory information.

A user-customized health management method according to an embodiment of the present disclosure is a sensing signal provided by at least one of a proximity sensor, an image sensor, a pressure sensor, or a touch sensor included in the at least one sensor 840 or a sensing signal from the input unit. Detecting that event information has occurred by the user using an input signal provided by a press or touch, transmitting the event information to the server 700, and receiving a coaching message generated from the server 700 An operation of displaying visual information corresponding to the coaching message, or outputting auditory information corresponding to the coaching message, a microphone that is one of the at least one sensor 840 in response to the visual information or the auditory information. It may include generating feedback information corresponding to the coaching message based on a voice input through a voice or a touch signal input through a touch panel included in the input unit. Here, the coaching message is a user action included in the event information based on health data including current body information preset by the user's input and target data including target body information preset by the user's input. It may be a message indicating that information can change the current body information.

The user-customized health management method according to an embodiment of the present disclosure may include controlling the operation of the electronic device 800 by an operation control signal received in response to the feedback information.

The user-tailored health management method according to an embodiment of the present disclosure includes the operation of receiving reward information paid by the server 700 in response to the feedback information from the server 700 and displaying the reward information as visual information. It may include controlling the audio module 1970 to output the reward information as auditory information.

Electronic devices according to various embodiments disclosed in this document may be of various types. Electronic devices may include, for example, portable communication devices (e.g., smartphones), computer devices, portable multimedia devices, portable medical devices, cameras, wearable devices, or home appliances. Electronic devices according to embodiments of this document are not limited to the above-described devices.

The various embodiments of this document and the terms used herein are not intended to limit the technical features described in this document to specific embodiments, but should be understood to include various changes, equivalents, or replacements of the embodiments. In connection with the description of the drawings, similar reference numbers may be used for similar or related components. The singular form of a noun corresponding to an item may include one or more of the above items, unless the relevant context clearly indicates otherwise. As used herein, “A or B”, “at least one of A and B”, “at least one of A or B”, “A, B or C”, “at least one of A, B and C”, and “A Each of phrases such as “at least one of , B, or C” may include any one of the items listed together in the corresponding phrase, or any possible combination thereof. Terms such as "first", "second", or "first" or "second" may be used simply to distinguish one component from another, and to refer to those components in other respects (e.g., importance or order) is not limited. One (e.g., first) component is said to be “coupled” or “connected” to another (e.g., second) component, with or without the terms “functionally” or “communicatively.” Where mentioned, it means that any of the components can be connected to the other components directly (e.g. wired), wirelessly, or through a third component.

The term “module” used in various embodiments of this document may include a unit implemented in hardware, software, or firmware, and is interchangeable with terms such as logic, logic block, component, or circuit, for example. It can be used as A module may be an integrated part or a minimum unit of the parts or a part thereof that performs one or more functions. For example, according to one embodiment, the module may be implemented in the form of an application-specific integrated circuit (ASIC).

Various embodiments of the present document may include one or more instructions stored in a storage medium (e.g., internal memory 1936 or external memory 1938) that can be read by a machine (e.g., electronic device 1901). It may be implemented as software (e.g., program 1940) including these. For example, a processor (e.g., processor 1920) of a device (e.g., electronic device 1901) may call at least one command among one or more commands stored from a storage medium and execute it. This allows the device to be operated to perform at least one function according to the at least one instruction called. The one or more instructions may include code generated by a compiler or code that can be executed by an interpreter. A storage medium that can be read by a device may be provided in the form of a non-transitory storage medium. Here, 'non-transitory' only means that the storage medium is a tangible device and does not contain signals (e.g. electromagnetic waves). This term refers to cases where data is stored semi-permanently in the storage medium. There is no distinction between temporary storage cases.

According to one embodiment, methods according to various embodiments disclosed in this document may be included and provided in a computer program product. Computer program products are commodities and can be traded between sellers and buyers. The computer program product may be distributed in the form of a machine-readable storage medium (e.g. compact disc read only memory (CD-ROM)) or through an application store (e.g. Play StoreTM) or on two user devices (e.g. It can be distributed (e.g. downloaded or uploaded) directly between smart phones) or online. In the case of online distribution, at least a portion of the computer program product may be at least temporarily stored or temporarily created in a machine-readable storage medium, such as the memory of a manufacturer's server, an application store's server, or a relay server.

According to various embodiments, each component (e.g., module or program) of the above-described components may include a single or plural entity, and some of the plurality of entities may be separately placed in other components. there is. According to various embodiments, one or more of the components or operations described above may be omitted, or one or more other components or operations may be added. Alternatively or additionally, multiple components (eg, modules or programs) may be integrated into a single component. In this case, the integrated component may perform one or more functions of each component of the plurality of components identically or similarly to those performed by the corresponding component of the plurality of components prior to the integration. . According to various embodiments, operations performed by a module, program, or other component may be executed sequentially, in parallel, iteratively, or heuristically, or one or more of the operations may be executed in a different order, or omitted. Alternatively, one or more other operations may be added.

Claims (10)

In the server 700 device,
memory(730);
Department of Communications (720); and
Includes at least one processor 710,
The at least one processor 710,
Control the communication unit 720 to receive event information from at least one electronic device 600 or 800,
Obtain health data and goal data from user health data that is preset or managed in response to user account information included in the event information,
Generating a coaching message corresponding to user behavior information included in the event information based on the health data and the target data,
Controlling the communication unit 720 to transmit the coaching message to the at least one electronic device 600 or 800 or a preset peripheral electronic device,
Configured to control the communication unit 720 to receive feedback information corresponding to the coaching message from the at least one electronic device 600 or 800 or the preset peripheral electronic device,
The user health data includes the health data including current body information preset by the user's input and the target data including target body information preset by the user's input, device 700. According to paragraph 1,
The user behavior information included in the event information indicates that the door of the at least one electronic device 800 is opened by the user,
The current body information includes the user's current weight,
The target body information includes the user's target weight,
The coaching message is a guidance message indicating that the user's behavior indicated by the user behavior information can change the current weight, device 700. According to paragraph 2,
The at least one processor 710,
configured to transmit a first coaching message to the at least one electronic device (600, 800) or the preset peripheral electronic device when the current weight is greater than or equal to a preset threshold compared to the target weight,
Here, the first coaching message is a message guiding that the user's behavior indicated by the user behavior information can reduce the possibility of reaching the target weight, device 700. According to paragraph 2,
The at least one processor 710,
configured to transmit a second coaching message to the at least one electronic device (600, 800) or the preset peripheral electronic device if the current weight is less than a preset threshold compared to the target weight,
Here, the second coaching message is a message guiding that the user's behavior indicated by the user behavior information can increase the possibility of reaching the target weight, device 700. According to paragraph 1,
The at least one processor 710,
Selecting a control target device from among the at least one electronic device 600 or 800 or the preset peripheral electronic device based on the feedback information,
A device 700 configured to control the communication unit 720 to transmit a signal for controlling the operation of the selected control target device. According to paragraph 1,
The at least one processor 710,
Generating reward information in response to the feedback information,
A device 700 configured to control the communication unit 720 to transmit the reward information to the at least one electronic device 600 or 800 or the preset peripheral electronic device. In the electronic device 800,
A memory 860, at least one sensor 840, an input unit, a communication unit 820, a display 830, or an audio module 1970; and
Includes at least one processor 810,
The at least one processor 810,
to the user using a sensing signal provided by at least one of a proximity sensor, image sensor, pressure sensor, or touch sensor included in the at least one sensor 840, or an input signal provided by a press or touch on the input unit. Detect that event information has occurred,
Controls the communication unit 820 to transmit the event information to the server 700,
Control the communication unit 820 to receive a coaching message generated from the server 700,
Controlling the display 830 to display visual information corresponding to the coaching message, or controlling the audio module 1970 to output auditory information corresponding to the coaching message,
A voice input through a microphone, which is one of the at least one sensor 840, in response to the visual information or the auditory information, or a touch signal input through a touch panel included in the input unit, corresponds to the coaching message. generate feedback information,
It is configured to control the communication unit 820 to transmit the feedback information to the server 700,
The coaching message is user behavior information included in the event information based on health data including current body information preset by the user's input and target data including target body information preset by the user's input. The electronic device 800 is a message indicating that the current body information can be changed. In clause 7,
The user behavior information indicates that the door of the electronic device 800 is opened by the user,
The current body information includes the user's current weight,
The target body information includes the user's target weight,
The coaching message is a guidance message indicating that the user's behavior indicated by the user behavior information can change the current weight, the electronic device 800. In clause 7,
The at least one processor 810,
An electronic device (800) configured to control an operation of the electronic device (800) by an operation control signal received in response to the feedback information. In clause 7,
The at least one processor 810,
Receiving reward information paid by the server 700 in response to the feedback information from the server 700 by controlling the communication unit 820,
An electronic device 800 configured to control the display 830 to display the reward information as visual information, or to control the audio module 1970 to output the reward information as auditory information.

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