WO2023146348A1

WO2023146348A1 - Electronic device for recommending exercise route, and control method therefor

Info

Publication number: WO2023146348A1
Application number: PCT/KR2023/001283
Authority: WO
Inventors: 박상일; 김결; 김동명; 김아영
Original assignee: 삼성전자 주식회사
Priority date: 2022-01-28
Filing date: 2023-01-27
Publication date: 2023-08-03

Abstract

An electronic device for recommending an exercise route, and a control method therefor are disclosed. The electronic device according to one embodiment of the present document comprises a touch screen display and at least one processor, wherein the at least one processor can be configured to: acquire an execution request for a first application; determine, in response to acquiring the execution request, on the basis of preference information about a user, at least one recommended exercise item, at least one recommended exercise type corresponding to the at least one recommended exercise item, and at least one recommended route corresponding to the at least one recommended exercise type; and provide, through the touch screen display, the determined at least one recommended exercise item, at least one recommended exercise type and at least one recommended route.

Description

Electronic device for recommending an exercise route and method for controlling the same

This document relates to an electronic device for recommending an exercise route and a method for controlling the same.

Various services and additional functions provided through electronic devices, for example, portable electronic devices such as smart phones, are gradually increasing. In order to increase the utility value of these electronic devices and satisfy the needs of various users, communication service providers or electronic device manufacturers are competitively developing electronic devices to provide various functions and to differentiate themselves from other companies. Accordingly, various functions provided through electronic devices are becoming increasingly sophisticated.

Existing route recommendation services are provided to users in such a way that information on a route selected by a user from among at least one route determined based on a total distance, required time, or location desired by the user is displayed on an electronic device. In other words, the existing route recommendation service does not reflect the context information of the current user and provides a route recommendation service based only on the user's input information (eg, the total distance desired by the user).

According to one embodiment of this document, an exercise route is recommended using at least one of the user's preference information and the user's context information (eg, the user's current biometric information), thereby providing an optimal exercise route suitable for the user's current situation. An electronic device capable of doing this may be provided.

According to one embodiment of this document, an exercise route is recommended using at least one of the user's preference information and the user's context information (eg, the user's current biometric information), thereby providing an optimal exercise route suitable for the user's current situation. A control method of an electronic device that can do this may be provided.

An electronic device according to an embodiment of the present document includes a touch screen display and at least one processor, wherein the at least one processor obtains an execution request for a first application, and performs a response to the acquisition of the execution request. In response, based on the user's preference information, at least one recommended exercise item, at least one recommended exercise type corresponding to the at least one recommended exercise item, and the at least one recommended exercise type. It may be configured to determine a corresponding at least one recommended route, and to provide the determined at least one recommended exercise item, the at least one recommended exercise type, and the at least one recommended route through the touch screen display.

A control method of an electronic device according to an embodiment of the present document includes an operation of obtaining an execution request for a first application, and based on user preference information in response to the acquisition of the execution request, determining at least one recommended exercise item, at least one recommended exercise type corresponding to the at least one recommended exercise item, and at least one recommended route corresponding to the at least one recommended exercise type; and An operation of providing the determined at least one recommended exercise event, the at least one recommended exercise type, and the at least one recommended route through a touch screen display of the electronic device.

According to various embodiments of the present document, by recommending an exercise route using at least one of the user's preference information and the user's context information (eg, the user's current biometric information), an optimal exercise route suitable for the user's current situation is obtained. can be provided.

Effects according to the various embodiments of this document are not limited to the effects described above, and it is obvious to those skilled in the art that various effects are inherent in the present disclosure.

1 is a block diagram of an electronic device in a network environment according to various embodiments of the present document.

FIG. 2 is an exemplary view for explaining a function or operation of providing a recommended exercise item, recommended exercise type, and recommended exercise route by the electronic device when a user of the electronic device performs exercise alone according to an embodiment of the present document. am.

3A, 3B, 3C, and 3D are exemplary diagrams for explaining the function or operation described in FIG. 2 from a user interface point of view.

4 is a diagram for explaining a function or operation provided by an electronic device according to an embodiment of the present document by changing an exercise guide (eg, a recommended movement speed and/or a recommended exercise path) according to a change in user's biometric information. This is an example drawing for

5A and 5B are exemplary diagrams for explaining the function or operation described in FIG. 4 from a user interface point of view.

6 is a function or operation of providing a recommended exercise item, a recommended exercise type, and a recommended exercise route by the electronic device when a user of the electronic device starts exercising together with a user of an external electronic device according to an embodiment of the present document. It is an exemplary drawing for explaining.

7a, 7b, 7c, 7d, 7e, 7f, 7g, 7h, and 7i are exemplary diagrams for explaining the function or operation described in FIG. 6 from a user interface point of view.

8 , when an external electronic device satisfying a predetermined condition is identified while a user of the electronic device is performing an exercise according to an embodiment of the present document, the electronic device may perform an exercise together with the user of the external electronic device. It is an exemplary diagram for explaining a function or operation recommended to a counterpart.

9A, 9B, 9C, 9D, 9E, 9F, and 9G are exemplary diagrams for explaining the function or operation described in FIG. 8 from a user interface point of view.

10 illustrates a time and location at which the user of the electronic device and the user of the external electronic device meet when the user of the electronic device and the user of the external electronic device are located far from each other according to an embodiment of the present document. It is an exemplary diagram for explaining a function or operation of providing related information.

11A and 11B are exemplary diagrams for explaining the function or operation described in FIG. 10 from a user interface point of view.

12 is an exemplary diagram for explaining a function or operation of inviting a user of an external electronic device as a partner to exercise with an electronic device according to an embodiment of the present document.

13A and 13B are exemplary diagrams for explaining the function or operation described in FIG. 12 from a user interface point of view.

1 is a block diagram of an electronic device 101 within a network environment 100, according to various embodiments. Referring to FIG. 1 , in a network environment 100, an electronic device 101 communicates with an electronic device 102 through a first network 198 (eg, a short-range wireless communication network) or through a second network 199. It may communicate with at least one of the electronic device 104 or the server 108 through (eg, a long-distance wireless communication network). According to one embodiment, the electronic device 101 may communicate with the electronic device 104 through the server 108 . According to an embodiment, the electronic device 101 includes a processor 120, a memory 130, an input module 150, an audio output module 155, a display module 160, an audio module 170, a sensor module ( 176), interface 177, connection terminal 178, haptic module 179, camera module 180, power management module 188, battery 189, communication module 190, subscriber identification module 196 , or the antenna module 197 may be included. In some embodiments, in the electronic device 101, at least one of these components (eg, the connection terminal 178) may be omitted or one or more other components may be added. In some embodiments, some of these components (eg, sensor module 176, camera module 180, or antenna module 197) are integrated into a single component (eg, display module 160). It can be.

The processor 120, for example, executes software (eg, the program 140) to cause at least one other component (eg, hardware or software component) of the electronic device 101 connected to the processor 120. It can control and perform various data processing or calculations. According to one embodiment, as at least part of data processing or operation, the processor 120 transfers instructions or data received from other components (e.g., sensor module 176 or communication module 190) to volatile memory 132. , processing commands or data stored in the volatile memory 132 , and storing resultant data in the non-volatile memory 134 . According to one embodiment, the processor 120 may include a main processor 121 (eg, a central processing unit or an application processor) or a secondary processor 123 (eg, a graphic processing unit, a neural network processing unit ( NPU: neural processing unit (NPU), image signal processor, sensor hub processor, or communication processor). For example, when the electronic device 101 includes the main processor 121 and the auxiliary processor 123, the auxiliary processor 123 may use less power than the main processor 121 or be set to be specialized for a designated function. can The secondary processor 123 may be implemented separately from or as part of the main processor 121 .

The secondary processor 123 may, for example, take the place of the main processor 121 while the main processor 121 is in an inactive (eg, sleep) state, or the main processor 121 is active (eg, running an application). ) state, together with the main processor 121, at least one of the components of the electronic device 101 (eg, the display module 160, the sensor module 176, or the communication module 190) It is possible to control at least some of the related functions or states. According to one embodiment, the auxiliary processor 123 (eg, image signal processor or communication processor) may be implemented as part of other functionally related components (eg, camera module 180 or communication module 190). there is. According to an embodiment, the auxiliary processor 123 (eg, a neural network processing device) may include a hardware structure specialized for processing an artificial intelligence model. AI models can be created through machine learning. Such learning may be performed, for example, in the electronic device 101 itself where the artificial intelligence model is performed, or may be performed through a separate server (eg, the server 108). The learning algorithm may include, for example, supervised learning, unsupervised learning, semi-supervised learning or reinforcement learning, but in the above example Not limited. The artificial intelligence model may include a plurality of artificial neural network layers. Artificial neural networks include deep neural networks (DNNs), convolutional neural networks (CNNs), recurrent neural networks (RNNs), restricted boltzmann machines (RBMs), deep belief networks (DBNs), bidirectional recurrent deep neural networks (BRDNNs), It may be one of deep Q-networks or a combination of two or more of the foregoing, but is not limited to the foregoing examples. The artificial intelligence model may include, in addition or alternatively, software structures in addition to hardware structures.

The memory 130 may store various data used by at least one component (eg, the processor 120 or the sensor module 176) of the electronic device 101 . The data may include, for example, input data or output data for software (eg, program 140) and commands related thereto. The memory 130 may include volatile memory 132 or non-volatile memory 134 .

The program 140 may be stored as software in the memory 130 and may include, for example, an operating system 142 , middleware 144 , or an application 146 .

The input module 150 may receive a command or data to be used by a component (eg, the processor 120) of the electronic device 101 from the outside of the electronic device 101 (eg, a user). The input module 150 may include, for example, a microphone, a mouse, a keyboard, a key (eg, a button), or a digital pen (eg, a stylus pen).

The sound output module 155 may output sound signals to the outside of the electronic device 101 . The sound output module 155 may include, for example, a speaker or a receiver. The speaker can be used for general purposes such as multimedia playback or recording playback. A receiver may be used to receive an incoming call. According to one embodiment, the receiver may be implemented separately from the speaker or as part of it.

The display module 160 may visually provide information to the outside of the electronic device 101 (eg, a user). The display module 160 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 160 may include a touch sensor set to detect a touch or a pressure sensor set to measure the intensity of force generated by the touch.

The audio module 170 may convert sound into an electrical signal or vice versa. According to one embodiment, the audio module 170 acquires sound through the input module 150, the sound output module 155, or an external electronic device connected directly or wirelessly to the electronic device 101 (eg: Sound may be output through the electronic device 102 (eg, a speaker or a headphone).

The sensor module 176 detects an operating state (eg, power or temperature) of the electronic device 101 or an external environmental state (eg, a user state), and generates an electrical signal or data value corresponding to the detected state. can do. According to one embodiment, the sensor module 176 may include, 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 bio sensor, It may include a temperature sensor, humidity sensor, or light sensor.

The interface 177 may support one or more designated protocols that may be used to directly or wirelessly connect the electronic device 101 to an external electronic device (eg, the electronic device 102). According to one embodiment, the interface 177 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 178 may include a connector through which the electronic device 101 may be physically connected to an external electronic device (eg, the electronic device 102). According to one embodiment, the connection terminal 178 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 179 may convert electrical signals into mechanical stimuli (eg, vibration or motion) or electrical stimuli that a user may perceive through tactile or kinesthetic senses. According to one embodiment, the haptic module 179 may include, for example, a motor, a piezoelectric element, or an electrical stimulation device.

The camera module 180 may capture still images and moving images. According to one embodiment, the camera module 180 may include one or more lenses, image sensors, image signal processors, or flashes.

The power management module 188 may manage power supplied to the electronic device 101 . According to one embodiment, the power management module 188 may be implemented as at least part of a power management integrated circuit (PMIC), for example.

The battery 189 may supply power to at least one component of the electronic device 101 . According to one embodiment, the battery 189 may include, for example, a non-rechargeable primary cell, a rechargeable secondary cell, or a fuel cell.

The communication module 190 is a direct (eg, wired) communication channel or a wireless communication channel between the electronic device 101 and an external electronic device (eg, the electronic device 102, the electronic device 104, or the server 108). Establishment and communication through the established communication channel may be supported. The communication module 190 may include one or more communication processors that operate independently of the processor 120 (eg, an application processor) and support direct (eg, wired) communication or wireless communication. According to one embodiment, the communication module 190 is a wireless communication module 192 (eg, a cellular communication module, a short-range wireless communication module, or a global navigation satellite system (GNSS) communication module) or a wired communication module 194 (eg, : a local area network (LAN) communication module or a power line communication module). Among these communication modules, a corresponding communication module is a first network 198 (eg, a short-range communication network such as Bluetooth, wireless fidelity (WiFi) direct, or infrared data association (IrDA)) or a second network 199 (eg, legacy It may communicate with the external electronic device 104 through a cellular network, a 5G network, a next-generation communication network, the Internet, or a telecommunications network such as a computer network (eg, a LAN or a WAN). These various types of communication modules may be integrated as one component (eg, a single chip) or implemented as a plurality of separate components (eg, multiple chips). The wireless communication module 192 uses subscriber information (eg, International Mobile Subscriber Identifier (IMSI)) stored in the subscriber identification module 196 within a communication network such as the first network 198 or the second network 199. The electronic device 101 may be identified or authenticated.

The wireless communication module 192 may support a 5G network after a 4G network and a next-generation communication technology, for example, NR access technology (new radio access technology). NR access technologies include high-speed transmission of high-capacity data (enhanced mobile broadband (eMBB)), minimization of terminal power and access of multiple terminals (massive machine type communications (mMTC)), or high reliability and low latency (ultra-reliable and low latency (URLLC)). -latency communications)) can be supported. The wireless communication module 192 may support a high frequency band (eg, mmWave band) to achieve a high data rate, for example. The wireless communication module 192 uses various technologies for securing performance in a high frequency band, such as beamforming, massive multiple-input and multiple-output (MIMO), and full-dimensional multiplexing. Technologies such as input/output (FD-MIMO: full dimensional MIMO), array antenna, analog beam-forming, or large scale antenna may be supported. The wireless communication module 192 may support various requirements defined for the electronic device 101, an external electronic device (eg, the electronic device 104), or a network system (eg, the second network 199). According to one embodiment, the wireless communication module 192 is a peak data rate for eMBB realization (eg, 20 Gbps or more), a loss coverage for mMTC realization (eg, 164 dB or less), or a U-plane latency for URLLC realization (eg, Example: downlink (DL) and uplink (UL) each of 0.5 ms or less, or round trip 1 ms or less) may be supported.

The antenna module 197 may transmit or receive signals or power to the outside (eg, an external electronic device). According to one embodiment, the antenna module 197 may include an antenna including a radiator formed of a conductor or a conductive pattern formed on a substrate (eg, PCB). According to one embodiment, the antenna module 197 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 198 or the second network 199 is selected from the plurality of antennas by the communication module 190, for example. can be chosen A signal or power may be transmitted or received between the communication module 190 and an external electronic device through the selected at least one antenna. According to some embodiments, other components (eg, a radio frequency integrated circuit (RFIC)) may be additionally formed as a part of the antenna module 197 in addition to the radiator.

According to various embodiments, the antenna module 197 may form a mmWave antenna module. According to one embodiment, the mmWave antenna module includes a printed circuit board, an RFIC disposed on or adjacent to a first surface (eg, a lower surface) of the printed circuit board and capable of supporting a designated high frequency band (eg, mmWave band); and a plurality of antennas (eg, array antennas) disposed on or adjacent to a second surface (eg, a top surface or a side surface) of the printed circuit board and capable of transmitting or receiving signals of 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 (eg, a 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.

According to an embodiment, commands or data may be transmitted or received between the electronic device 101 and the external electronic device 104 through the server 108 connected to the second network 199 . Each of the external

electronic devices

102 or 104 may be the same as or different from the electronic device 101 . According to an embodiment, all or part of operations executed in the electronic device 101 may be executed in one or more external electronic devices among the external

electronic devices

102 , 104 , or 108 . For example, when the electronic device 101 needs to perform a certain function or service automatically or in response to a request from a user or another device, the electronic device 101 instead of executing the function or service by itself. Alternatively or additionally, one or more external electronic devices may be requested to perform the function or at least part of the service. One or more external electronic devices receiving the request may execute at least a part of the requested function or service or an additional function or service related to the request, and deliver the execution result to the electronic device 101 . The electronic device 101 may provide the result as at least part of a response to the request as it is or additionally processed. To this end, for example, cloud computing, distributed computing, mobile edge computing (MEC), or client-server computing technology may be used. The electronic device 101 may provide an ultra-low latency service using, for example, distributed computing or mobile edge computing. In another embodiment, the external electronic device 104 may include an internet of things (IoT) device. Server 108 may be an intelligent server using machine learning and/or neural networks. According to one embodiment, the external electronic device 104 or server 108 may be included in the second network 199 . The electronic device 101 may be applied to intelligent services (eg, smart home, smart city, smart car, or health care) based on 5G communication technology and IoT-related technology.

2 is a function or operation of the electronic device 101 providing a recommended exercise event, a recommended exercise type, and a recommended exercise route when a user of the electronic device 101 exercises alone according to an embodiment of the present document. It is an exemplary drawing for explaining. 3A to 3D are exemplary diagrams for explaining the function or operation described in FIG. 2 from a user interface point of view.

Referring to FIG. 2 , the electronic device 101 (eg, the processor 120) according to an embodiment of the present document, in operation 210, sends an execution request for a first application (eg, the Samsung ^® Health™ application). can be obtained As shown in FIG. 3A , the electronic device 101 according to an embodiment of the present document obtains a touch input for the first application icon 312, the first application (eg, Samsung ^® Health™ application) It can be identified that the execution request for is obtained.

In operation 220, the electronic device 101 according to an embodiment of the present document selects at least one recommended exercise event (eg, a first event 324, a second event 326, and a second event 326) based on the user's preference information. / or third event 328), at least one recommended exercise corresponding to at least one recommended exercise event (eg, first event 324, second event 326, and/or third event 328) type (eg, first type 324a, second type 324b, third type 324c), and at least one recommended exercise path corresponding to at least one recommended exercise type (eg, first path 330). ), the second path 340 and the third path 350) may be determined. The electronic device 101 according to an embodiment of the present document includes at least one stored in the electronic device 101 (eg, the memory 130) or an external electronic device (eg, a laptop computer) operatively connected to the electronic device 101. Preference information of the user may be identified based on the attribute of at least one object included in one image (eg, photo or video). For example, the electronic device 101 according to an embodiment of the present document may identify a location of a specific restaurant repeatedly included in a plurality of images as a preferred location by the user of the electronic device 101 . The electronic device 101 according to an embodiment of the present document determines the location of a restaurant that sells a specific type of food (eg, a menu) repeatedly included in a plurality of images as preferred by the user of the electronic device 101. can be identified by location. The electronic device 101 according to an embodiment of the present document may identify a field of interest of a user of the electronic device 101 based on a specific object (eg, a car) repeatedly included in a plurality of images. The electronic device 101 according to an embodiment of the present document may identify the user's preference information based on the content included in the user's text message, SNS message, and/or e-mail. The electronic device 101 according to an embodiment of the present document, based on the search word of the search site input by the user and/or the content of the website visited by the user of the electronic device 101, the user's call information. can identify. The electronic device 101 according to an embodiment of the present document may identify the user's preference information based on the user's preference information input by the user through the first application (eg, Samsung ^® Health™ application). . The electronic device 101 according to an embodiment of the present document is based on log information (eg, exercise records) of a user stored in the electronic device 101 in relation to a first application (eg, Samsung ^® Health™ application). It is possible to identify the user's preference information. For example, in the electronic device 101 according to an embodiment of the present document, when the number of running is 10 times, the number of walking is 9 times, and the number of cycling is 8 times, and the number of other exercise events is 1 time each ( Example: If the number of times a specific exercise event is performed is more than a pre-specified number or if the difference with other sports events is more than a pre-specified value), the user prefers "running", "walking" and "cycling" It can be identified as an exercise event. The electronic device 101 according to an embodiment of the present document may identify user preference information using music data. For example, a specific location may be identified as a user's preferred location based on music data repeatedly reproduced at the specific location. The electronic device 101 according to an embodiment of the present document may identify the user's preference information by using the user's payment information. For example, the electronic device 101 according to an embodiment of the present document may identify the location of a specific store as a user's preferred location by identifying a history of repeated payments in a specific store. A function or operation for identifying user preference information according to an embodiment of the present document may be identified based on a result learned by an artificial intelligence model, for example. An artificial intelligence model according to an embodiment of the present document may include a plurality of artificial neural network layers. Artificial neural networks according to an embodiment of this document include a deep neural network (DNN), a convolutional neural network (CNN), a recurrent neural network (RNN), a restricted boltzmann machine (RBM), a deep belief network (DBN), and a BRDNN. (bidirectional recurrent deep neural network), deep Q-networks, or a combination of two or more of the above, but is not limited to the above examples. The function or operation of identifying user preference information according to an embodiment of the present document may be performed by an external electronic device (eg, a server). In this case, the electronic device 101 according to an embodiment of the present document may identify the user's preference information by receiving the user's preference information identified by an external electronic device (eg, a server).

The electronic device 101 according to an embodiment of the present document, based on the identified user's preference information, recommends at least one exercise event (eg, the first event 324, the second event 326, and/or the second event 326). 3 events (328)) can be determined. The electronic device 101 according to an embodiment of the present document, based on log information (eg, exercise records) recorded in the first application (eg, Samsung ^® Health™ application), at least one recommended exercise event (eg, Samsung ® Health™ application) : The first event 324, the second event 326 and/or the third event 328) may be determined. Alternatively, the electronic device 101 according to an embodiment of this document may, based on information (eg, the name of the exercise event) included in the user's text message, SNS message, and/or e-mail, the user At least one sport event (e.g., the first event 324, the second event 326, and/or the third event) that is repeatedly included in the text message, SNS message and/or e-mail of the An event 328) may be determined as an exercise event preferred by the user.

The electronic device 101 according to an embodiment of the present document, based on the identified user's preference information, recommends at least one exercise event (eg, the first event 324, the second event 326, and/or the second event 326). At least one recommended exercise type (eg, a first type 324a, a second type 324b, and a third type 324c) corresponding to three events 328) may be determined. For example, the electronic device 101 according to an embodiment of the present document makes at least one recommendation based on log information (eg, exercise records) recorded in a first application (eg, Samsung ^® Health™ application). At least one recommended exercise type (eg, the first type 324a, the second type) corresponding to the exercise event (eg, the first event 324, the second event 326, and/or the third event 328) (324b), the third type (324c)) may be determined. The electronic device 101 according to an embodiment of the present document recommends at least one exercise type (eg, a first type 324a, a second type 324a, a second type 324a) based on a word included in the user's search records and/or a text message. The type 324b and the third type 324c may be determined. For example, in the electronic device 101 according to an embodiment of the present document, when a word such as “fast running” is identified multiple times (eg, more than a predetermined number of times) as a web browser search record, the user is prompted to run fast. You can identify that you prefer exercise. The electronic device 101 according to an embodiment of the present document receives the user's preference information (eg, "I like light running" as a preferred exercise type) input through a first application (eg, Samsung ^® Health™ application). At least one recommended exercise type (eg, the first type 324a, the second type 324b, and the third type 324c) may be determined based on.

The electronic device 101 according to an embodiment of the present document, based on the user's preference information, recommends at least one exercise type (eg, a first type 324a, a second type 324b, a third type ( At least one recommended exercise path (eg, a first path 330 , a second path 340 , and a third path 350 ) corresponding to 324c) may be determined. The electronic device 101 according to an embodiment of the present document includes at least one recommended route (eg, a first route 330, a second route 340, and a third route 350) to include a location preferred by a user. )) can be determined. For example, the electronic device 101 according to an embodiment of the present document identifies "33, Seongchon-gil, Seocho-gu, Seoul" as the user's preferred location and "fast running" as the preferred exercise event and preferred exercise type. A route that includes "33 Seongchon-gil, Seocho-gu, Seoul" can be recommended as a "fast-running" route. The electronic device 101 according to an embodiment of the present document may recommend an exercise time (eg, “10 minutes”) based on user log information. For example, when the average exercise time of “running” is identified as 10 minutes, the electronic device 101 according to an embodiment of the present document may recommend 10 minutes as the exercise time. The electronic device 101 according to an embodiment of the present document may recommend (eg, output through the electronic device 101) the average exercise time of other users as a recommended exercise time. The electronic device 101 according to an embodiment of the present document may obtain information about average exercise times of other users from an external electronic device (eg, a server). The electronic device 101 according to an embodiment of the present document may set a predetermined time according to at least one recommended exercise type (eg, a first type 324a, a second type 324b, and a third type 324c). may be recommended as a recommended exercise time. The electronic device 101 according to an embodiment of the present document provides a recommended exercise route based on the user's preference information (eg, "33, Seongchon-gil, Seocho-gu, Seoul"), the user's exercise performance speed, and/or the determined recommended exercise time. length can be determined. For example, the electronic device 101 according to an embodiment of the present document, when the user's exercise performance speed identified based on the user's log records is 18 km/h on average and the recommended exercise time is 10 minutes, the user At least one recommended exercise route (eg, first route 330, second route 340, third route 350) for a section of about 3 km including preference information (eg, "33, Seongchon-gil, Seocho-gu, Seoul") )) can be determined by the length of When the electronic device 101 according to an embodiment of the present document recommends a plurality of recommended exercise paths (eg, when a first path 330, a second path 340, and a third path 350 are recommended) , For all of the plurality of recommended exercise paths (eg, the first path 330, the second path 340, and the third path 350) or at least one recommended exercise path (eg, the first path 330) and the second route 340), an exercise route may be determined and recommended so that the user's preference information (eg, "33, Seongchon-gil, Seocho-gu, Seoul") may be included. The electronic device 101 according to an embodiment of the present document may determine a recommended exercise route based on exercise performance histories of other users while including the user's preference information. For example, for the "light running" exercise type, other users may perform light running including "56 Seongchon-gil, Seocho-gu, Seoul" at a speed that is included in a pre-specified speed range (eg, 7 km/h to 10 km/h). If the history of performing the exercise) is identified (eg, more than a specified number of times), the electronic device 101 according to an embodiment of the present document, "56, Seongchon-gil, Seocho-gu, Seoul" and the user's preference information (Example: "33, Seongchon-gil, Seocho-gu, Seoul") can be determined as a recommended exercise route. Exercise history of other users according to an embodiment of the present document (eg, information on routes or locations where other users mainly performed exercises for the “light running” exercise type) is stored in an external electronic device (eg, a first application (eg, a management server that manages the Samsung ^® Health™ application) to the electronic device 101 . The electronic device 101 according to an embodiment of the present document may provide terrain information (eg, information on an uphill section, a downhill section, and/or a flat section) provided from an external electronic device (eg, a service server providing a map service). Based on this, it is possible to recommend a recommended exercise route. When the electronic device 101 according to an embodiment of the present document identifies that the user prefers exercising on flat ground, the terrain information (eg, uphill section) provided from an external electronic device (eg, a service server providing a map service) , a downhill section and/or information on a flat section) may be used to recommend a route on a flat section as a recommended exercise route. According to one embodiment of this document, whether or not a user prefers exercise running on flat ground may be identified according to various embodiments of identifying the user's preference information mentioned in this document. The electronic device 101 according to an embodiment of the present document may determine an arbitrary route including the user's preference information (eg, “33, Seongchon-gil, Seocho-gu, Seoul”) as a recommended exercise route.

In operation 230, the electronic device 101 according to an embodiment of the present document selects at least one recommended exercise event (eg, the first event 324, the second event 326) and/or the second event 326 determined according to operation 220. 3 events 328), at least one recommended exercise type corresponding to at least one recommended exercise event (eg, the first event 324, the second event 326, and/or the third event 328) (eg : A first type (324a), a second type (324b), a third type (324c)) and at least one recommended exercise type (eg, the first type (324a), the second type (324b), the third type ( At least one recommended exercise path (eg, the first path 330 , the second path 340 , and the third path 350 ) corresponding to 324c) may be provided through the electronic device 101 . Referring to FIG. 3B , the electronic device 101 according to an embodiment of the present document displays at least one recommended exercise event (eg, a first event 324) through a touch screen display (eg, the display module 160). ), second event 326 and/or third event 328), at least one recommended exercise type (eg, first type 324a, second type 324b, third type 324c), and At least one recommended exercise path (eg, a first path 330 , a second path 340 , and a third path 350 ) may be displayed. The electronic device 101 according to an embodiment of the present document transmits path information (eg, the first guide message 330a) for a specific recommended exercise path (eg, the first path 330) to at least one recommended exercise. Paths (eg, the first path 330, the second path 340, and the third path 350) may be provided together. The electronic device 101 according to an embodiment of the present document, based on the user's preference information, recommends a representative recommended exercise event (eg, the first event 324) and a representative recommended exercise type (eg, the first type 324a). ) and a representative recommended path (eg, the first path 330) may be determined. For example, if the user prefers “fast running” the most (eg, the user performed “fast running” the most), the electronic device 101 according to an embodiment of the present document may “run” may be determined as a representative recommended exercise event, and "fast running" may be determined as a representative recommended exercise type. In FIG. 3B , an embodiment in which “fast running” is provided as “vigorous running” is illustratively shown. The electronic device 101 according to an embodiment of the present document includes a representative recommended exercise event (eg, the first event 324), a representative recommended exercise type (eg, the first type 324a), and a representative recommended path (eg, the first event 324a). : The first path 330) may be displayed to be visually differentiated from other exercise items, other exercise types, and other recommended paths. The electronic device 101 according to an embodiment of the present document may determine a representative recommended exercise item, a representative recommended exercise type, and a representative recommended route based on the user's biometric information. Even if the user's most preferred exercise type is “fast running,” the electronic device 101 according to an embodiment of the present document provides the user's current biometric information (eg, blood pressure, heart rate, oxygen saturation, and/or stress index). ) is determined to be unsuitable for performing “fast running” (e.g., when blood pressure is higher than a pre-specified value), another exercise type (e.g., “light running for 30 minutes”) may be recommended as a representative recommended exercise type. . The user's biometric information according to an embodiment of the present document may be obtained by the electronic device 101 or by an external electronic device (eg, a wearable device) operably connected to the electronic device. The electronic device 101 according to an embodiment of the present document converts an exercise route mostly including a flat section to a recommended exercise route (eg, a third path) corresponding to the third type 324c (eg, running while looking at the surrounding scenery). (350)). Alternatively, the electronic device 101 according to an embodiment of the present document may recommend a recommended exercise route (eg, a third route) corresponding to the third type 324c (eg, running while looking at the surrounding scenery) based on the user's preference information. (350)). For example, when it is identified that a message such as “the surrounding scenery is nice” along with specific location information is included in an SNS message transmitted by the user to an external electronic device, a route including specific location information is selected as a third type ( 324c) (eg, running while looking at the surrounding scenery) may be determined and recommended as a recommended exercise route (eg, the third route 350). The electronic device 101 according to an embodiment of the present document recommends one of at least one recommended exercise type (eg, a first type 324a, a second type 324b, and a third type 324c). A selection input for an exercise type (eg, the first type 324a) may be obtained. When obtaining a selection input for any one recommended exercise type (eg, the first type 324a), the electronic device 101 according to an embodiment of the present document, as shown in FIG. 3C , the selected recommended exercise A user's confirmation input for determining a type (eg, the first type 324a) and a recommended exercise path as an exercise path on which the user will perform an exercise may be obtained. When the user's confirmation input is obtained, the electronic device 101 according to an embodiment of the present document, as shown in FIG. 3D , selects a recommended exercise type (eg, first type 324a) and a recommended exercise path A first guide message indicating that the user has determined an exercise route to perform an exercise may be displayed. The electronic device 101 according to an embodiment of the present document may provide an exercise guide according to a recommended exercise path through the electronic device 101 .

4 is a function or operation provided by the electronic device 101 according to an embodiment of the present document by changing an exercise guide (eg, a recommended movement speed and/or a recommended exercise path) according to changes in user's biometric information. It is an exemplary drawing for explaining. 5A and 5B are exemplary diagrams for explaining the function or operation described in FIG. 4 from a user interface point of view.

Referring to FIG. 4 , in operation 410, the electronic device 101 according to an embodiment of the present document provides a first exercise guide according to a recommended exercise path (eg, a first path 330) selected by a user. can do. Referring to FIG. 5A , the first exercise guide according to an embodiment of the present document includes a first indicator 510 indicating a user's current location on a recommended exercise path (eg, the first path 330), and a start of exercise. It may include at least one of information 520 on elapsed time from time and information 530 on current moving speed. The first exercise guide according to an embodiment of the present document may be visually provided through a touch screen display (eg, the display module 160). According to another embodiment of the present document, the first exercise guide may be audibly provided through a speaker or an external electronic device operably connected to the electronic device 101 (eg, wireless earphones).

In operation 420, the electronic device 101 according to an embodiment of the present document may identify a change in biometric information of the user while providing an exercise guide according to operation 410. The electronic device 101 according to an embodiment of the present document may identify that the user's biometric information (eg, heart rate) has changed when the user's biometric information (eg, heart rate) increases or decreases at a predetermined rate (eg, 20%). Biometric information of the user according to an embodiment of the present document may be obtained by the electronic device 101 or by an external electronic device (eg, a wearable device) operatively connected to the electronic device 101 .

In operation 430, the electronic device 101 according to an embodiment of the present document may change the first exercise guide into a second exercise guide and provide the second exercise guide based on the change in the user's biometric information. Referring to FIG. 5B , the electronic device 101 according to an embodiment of the present document recommends a recommended exercise path when the user's biometric information (eg, heart rate) changes by more than a predetermined rate (eg, when the heart rate increases). may be provided by changing from the first path 330 to the second path 340. In this case, the recommended exercise type may also be changed (eg, change from the first type 324a to the second type 324b). The electronic device 101 according to an embodiment of the present document displays a second guide message 550 indicating that the recommended exercise route has changed from the first route 330 to the second route 340 on a touch screen display (eg: It can be displayed through the display module 160). The second guide message 550 according to an embodiment of the present document may include information on a recommended exercise speed according to the user's changed biometric information (eg, "running at a speed of 4 km/h is recommended"). . The electronic device 101 according to an embodiment of the present document provides information on the recommended exercise speed by using a look-up table in which a relationship between the user's biometric information and the recommended exercise speed is defined, pre-stored in the electronic device 101. can provide. Alternatively, the electronic device 101 according to an embodiment of the present document may determine and provide information on a recommended exercise speed based on learning using an artificial intelligence model. For example, the electronic device 101 according to an embodiment of the present document may learn a user's running speed at a specific heart rate. The electronic device 101 according to an embodiment of the present document may determine and provide information on a recommended exercise speed through such learning. When the recommended exercise path is changed, the electronic device 101 according to an embodiment of the present document provides a recommended exercise type corresponding to the changed recommended exercise path (eg, a second type 324b), as shown in FIG. 5B . can be displayed so as to be visually distinguished from other recommended exercise types. In the electronic device 101 according to an embodiment of the present document, at least one recommended exercise path (eg, the first path 330, the second path 340, and the third path 350) is a first application. When displayed on the execution screen, the second indicator 322 indicating the location where the exercise started on the execution screen of the first application is selected as at least one recommended exercise path (eg, the first path 330 and the second path 340). ), and the third path 350).

6 is a diagram of a recommended exercise item, a recommended exercise type, and a recommended exercise route for the electronic device 101 when the user of the electronic device 101 starts exercising together with the user of the external electronic device according to an embodiment of the present document. It is an exemplary diagram for explaining a function or operation to provide. 7A to 7I are exemplary diagrams for describing the function or operation described in FIG. 6 from a user interface point of view.

Referring to FIG. 6 , in operation 610, the electronic device 101 according to an embodiment of the present document may obtain a selection input for a second user to exercise with. Referring to FIG. 7A , the electronic device 101 according to an embodiment of the present document displays at least one external electronic device on a first execution screen 710 of a first application (eg, Samsung ^® Health™ application). A first object 812 for selecting whether to exercise with a user (eg, a second user) and a second object 814 for selecting whether to perform an exercise alone with the user of the electronic device 101 can display When the electronic device 101 according to an embodiment of the present ^document obtains a user input for the first object 812, as shown in FIG. A second execution screen 720 may be displayed. On the second execution screen according to an embodiment of the present document, a third object 721 and/or a fourth object 722 representing at least one user having a history of performing an exercise with the first user; A fifth object representing a user of the external electronic device identified based on contacts stored in the electronic device 101 and/or a user of the external electronic device having a specific relationship (eg, an acquaintance relationship) with the first user through the SNS service ( 723) and/or the sixth object 724, or a user of an external electronic device that satisfies a predetermined condition (eg, a user who repeatedly performs an exercise along a specific recommended exercise route or a user of a similar age as the first user) It may include at least one of the seventh object 725 and the eighth object 726 representing . The electronic device 101 according to an embodiment of the present document may obtain a selection input for “user 2” corresponding to the third object 721 as a user to exercise with. The electronic device 101 according to an embodiment of the present document allows the user of the electronic device 101 to acquire an input for a user (eg, “user 2”) corresponding to the third object 721. Information indicating that "user 2" is selected as a user to exercise together may be transmitted to an external electronic device (eg, the electronic device of "user 2" and/or a management server). The electronic device 101 according to an embodiment of the present document, based on obtaining a user input corresponding to the third object 721, displays a first application (eg, Samsung ^® Health) as shown in FIG. 7C. ™ application) may be displayed. The electronic device 101 according to an embodiment of the present document may display a ninth object 732 for displaying an execution screen including a recommended exercise path. The electronic device 101 according to an embodiment of the present document may display an execution screen including a recommended exercise path based on obtaining a user input for the ninth object 732 . According to an embodiment of the present document, when a selection input for the ninth object 732 is acquired by a user (eg, the first user), the second user's electronic device (eg, the external electronic device 104 of FIG. 1 ) )), a first notification message 750 as shown in FIG. 7E may be displayed. When an external electronic device (eg, the external electronic device 104 of FIG. 1 ) according to an embodiment of the present document obtains a user input for the first notification message 750, as shown in FIG. 7F, at least A fifth execution screen of a first application (eg, Samsung ^® Health™ application) including one recommended exercise route (eg, a fourth route 742, a fifth route 744, and a sixth route 746) ( 760) can be displayed. According to an embodiment of the present document, the fifth execution screen 760 may include a third guide message 842a including a description of the route (eg, "the route that user 1 and I like"), and information for guiding the route. It may include at least one of a first guide message 774 and a selected exercise path (eg, a fourth path 742).

In operation 620, the electronic device 101 according to an embodiment of the present document selects at least one recommended sports event (eg, the first event 324 based on the preference information of the first user and the preference information of the second user). ), 2nd event 326 and/or 3rd event 328), at least one recommended sport event (e.g. 1st event 324, 2nd event 326 and/or 3rd event 328) At least one recommended exercise path (eg, a fourth path 742 , a fifth path 744 , and a sixth path 746 ) corresponding to ) may be determined. The electronic device 101 according to an embodiment of the present document provides at least one recommended exercise path (eg, the fourth path 742, the second user) by using the exercise history information of the first user and the exercise history information of the second user. A fifth path 744 and a sixth path 746) may be determined. For example, when a first user and a second user repeatedly exercise along a specific path, the electronic device 101 according to an embodiment of the present document converts the specific path into a recommended exercise path (eg, a fourth exercise path). route 742). Alternatively, the electronic device 101 according to an embodiment of the present document compares the exercise path preferred by the first user and the exercise path preferred by the second user, and when the respective exercise paths substantially match, An exercise route preferred by the first user or an exercise route preferred by the second user may be recommended as “my and user 2's favorite route”. The electronic device 101 according to an embodiment of the present document may recommend a route including at least one location preferred by the first user as “my favorite route”. The electronic device 101 according to an embodiment of the present document may recommend a route including at least one location preferred by the second user as “my favorite route”. The electronic device 101 according to an embodiment of the present document may receive preference information (eg, a preferred exercise path) of the second user from an external electronic device (eg, a server). The electronic device 101 according to an embodiment of the present document selects at least one recommended sport event (eg, the first event 324, second event 326 and/or third event 328), and at least one recommended sport event (e.g., first event 324, second event 326 and/or third event 328) At least one recommended exercise path (eg, a fourth path 742 , a fifth path 744 , and a sixth path 746 ) corresponding to may be determined. A function for the electronic device 101 according to an embodiment of the present document to determine at least one recommended exercise event (eg, a first event 324, a second event 326, and/or a third event 328). Alternatively, the operation may be determined according to various embodiments mentioned in this document. For example, when a message such as “Walking with user 2” is repeatedly identified in the SNS message of the first user, the electronic device 101 according to an embodiment of the present document sets “recommended exercise item” Walking" is recommended.

In operation 630, the electronic device 101 according to an embodiment of the present document selects at least one recommended exercise event (eg, the first event 324, the second event 326) and/or the second event 326 determined according to operation 620. 3 events 328) and at least one recommended exercise route (eg, a fourth route 742, a fifth route 744, and a sixth route 746) may be provided through the electronic device 101. . As shown in FIG. 7D , the electronic device 101 according to an embodiment of the present document includes at least one recommended exercise event (eg, a first event 324, a second event 326, and/or a third event). 328), at least one recommended motion path (eg, fourth path 742, fifth path 744, sixth path 746), and at least one recommended motion path (eg, fourth path 742). ), the fifth path 744 and the sixth path 746) (eg, the third indicator 326a, the fourth indicator 326b, and/or the fifth indicator 326c). It can be displayed on a screen display (eg, the display module 160). In addition, a fifth execution screen 760 of the first application as shown in FIG. 7F may be displayed on the external electronic device (eg, the external electronic device 104) according to an embodiment of the present document. An external electronic device (eg, the external electronic device 104) according to an embodiment of the present document obtains a user input for a specific path (eg, the third indicator 326a indicating the fourth path 742). In this case, as shown in FIG. 7G , a fourth guide message 765 for confirming whether to exercise with another user (eg, the first user) may be displayed. When an external electronic device (eg, the external electronic device 104) according to an embodiment of the present document obtains a user input for the fourth guide message 765, one application (eg, the external electronic device 104) as shown in FIG. The sixth execution screen 770 of the Samsung ^® Health™ application) may be displayed. The sixth execution screen 770 according to an embodiment of the present document displays a selected recommended exercise route (eg, the fourth route 742) and a description of the route (eg, "my and user 1's favorite route"). It may include at least one of a third guide message 842a including a third guide message 842a, a fifth guide message 772 including the user's current biometric information, and a sixth guide message 774 that guides a route. The electronic device 101 according to an embodiment of the present document includes at least one indicator (eg, a third indicator 326a) displayed on each electronic device (eg, the electronic device 101 and the external electronic device 104). ), the fourth indicator 326b, and/or the fifth indicator 326c), if it is identified that any one indicator is selected (eg, the third indicator displayed on the external electronic device 104 by the second user ( Identifying that 326a) is selected), a seventh execution screen 780 as shown in FIG. 7i may be displayed. The seventh execution screen 780 according to an embodiment of the present document displays the selected recommended exercise route (eg, the fourth route 742) and a description of the route (eg, "my and user 1's favorite route"). It may include at least one of a third guide message 842a including a third guide message 842a, a seventh guide message 782 including the user's current biometric information, and an eighth guide message 784 that guides a route.

8 is a diagram illustrating an example of an electronic device 101 according to an embodiment of the present document when an external electronic device (eg, an external electronic device 104) that satisfies a predetermined condition is identified while a user of the electronic device 101 is exercising. It is an exemplary diagram for explaining a function or operation in which the device 101 recommends the user of the external electronic device 104 as a counterpart to exercise with. 9A to 9G are exemplary diagrams for explaining the function or operation described in FIG. 8 from a user interface point of view.

Referring to FIG. 8 , in operation 810, the electronic device 101 according to an embodiment of the present document, while the electronic device 101 is moving along the first path 330, at least one condition that satisfies a specified condition. An external electronic device (eg, the external electronic device 104) may be identified. A specified condition according to an embodiment of the present document is that a user of an external electronic device (eg, the external electronic device 104) moves on substantially the same path as the user of the electronic device 101 within a specific interval of a specific time or longer. cases may be included. Whether a specified condition according to an embodiment of the present document is satisfied may be determined by an external electronic device (eg, a management server) or by the electronic device 101 . For example, the electronic device 101 according to an embodiment of the present document may include information indicating that at least one external electronic device (eg, the external electronic device 104) exists that satisfies a specified condition and an external electronic device (eg, the external electronic device 104). : Identification information (eg, the phone number of the external electronic device, nickname set for the external electronic device, and/or profile picture set for the external electronic device) for the external electronic device 104) is transferred to the external electronic device (eg, management server) ) can be obtained from The electronic device 101 according to an embodiment of the present document may determine whether a user to be included as a companion exists around the electronic device 101 based on information provided from an external electronic device (eg, a management server). can

In operation 820, the electronic device 101 according to an embodiment of the present document includes at least one graphic element (eg, the external electronic device 104) representing at least one external electronic device (eg, the external electronic device 104) identified according to operation 810. : A tenth object 922) may be provided. The electronic device 101 according to an embodiment of the present document may display a lock screen 910 (eg, a standby screen) as shown in FIG. 9A . When at least one external electronic device (eg, the external electronic device 104) that satisfies a specified condition is identified, the electronic device 101 according to an embodiment of the present document is identified as a graphic element ( Example: The tenth object 922 may be displayed on the lock screen 910 .

In operation 830, the electronic device 101 according to an embodiment of the present document may obtain a selection input for at least one graphic element (eg, the tenth object 922). The electronic device 101 according to an embodiment of the present document may obtain, for example, a touch input for at least one graphic element (eg, the tenth object 922). When a selection input for at least one graphic element (eg, the tenth object 922) is obtained, the electronic device 101 according to an embodiment of the present document, as shown in FIG. 9C , the first application An execution screen (eg, the seventh execution screen 930) of (eg, the Samsung ^® Health™ application) may be displayed. The seventh execution screen 930 according to an embodiment of the present document includes a seventh path 931 indicating a current exercise path of the user of the electronic device 101 and a first user (eg, the user of the electronic device 101). ) and the preference information of the second user (eg, the user of the external electronic device 104), an eighth path 932 representing a recommended exercise path determined based on the preference information of the second user, and a recommendation determined based on the second user's preference information. It may include at least one of a ninth path 933 indicating an exercise path and a button 936a for selecting whether or not to perform an exercise with the second user. When the first user and the second user repeatedly exercise along a specific route, the electronic device 101 according to an embodiment of the present document converts the specific route to a recommended exercise route (eg, an eighth route 932). ) can be determined. Alternatively, the electronic device 101 according to an embodiment of the present document compares the exercise path preferred by the first user and the exercise path preferred by the second user, and when the respective exercise paths substantially match, An exercise route preferred by the first user or an exercise route preferred by the second user may be recommended as “my and user 2's favorite route”. The electronic device 101 according to an embodiment of the present document recommends a route including at least one location preferred by the second user as "the route that user 2 often walked (eg, the ninth route 933)". can do. As shown in FIG. 9C , the electronic device 101 according to an embodiment of the present document may obtain a user input requesting to perform an exercise together with the second user through a button 936a.

In operation 840, the electronic device 101 according to an embodiment of the present document selects at least one new recommended path (eg, a second user) based on preference information of a user (eg, a second user) of the at least one external electronic device 104. Example: An eighth path 932 and a ninth path 933) may be provided. The electronic device 101 according to an embodiment of the present document displays a first application (eg, Samsung ^® Health™ application) as shown in FIG. 9D according to a user's input (eg, a drag gesture) to the button 936a. ) of the execution screen (eg, the eighth execution screen 940) may be displayed. An eighth execution screen 940 according to an embodiment of the present document includes a ninth guidance message 942 including the user's current biometric information, at least one recommended route (eg, the eighth route 932, 9 paths 933), at least one recommended exercise event (eg, a first event 324, a second event 326, a third event 328), and at least one recommended route (eg, an eighth route ( 932) and at least one of at least one indicator (eg, the sixth indicator 944 and the seventh indicator 946) corresponding to the ninth path 933) may be displayed. At least one recommended exercise event (eg, the first event 324, the second event 326, and the third event 328) according to an embodiment of the present document is the preference information of the first user and the preference of the second user. It can be determined based on information. For example, when the first user's preferred exercise events are "running" and "walking" and the second user's preferred exercise events are "running" and "cycling", in one embodiment of the present document According to the electronic device 101, "running", "walking" and "cycling" are selected as at least one recommended exercise event (eg, the first event 324, the second event 326, and the third event 328). decisions and recommendations. As shown in FIG. 9D , the electronic device 101 according to an embodiment of the present document may obtain a selection input (eg, a touch input) for any one indicator (eg, the sixth indicator 944). there is. When the electronic device 101 according to an embodiment of the present document obtains a selection input (eg, a touch input) for any one indicator (eg, the sixth indicator 944), as shown in FIG. , An execution screen (eg, ninth execution screen 950) of the first application (eg, Samsung ^® Health™ application) may be displayed. The ninth execution screen 950 according to an embodiment of the present document displays a ninth guide message 942 including the user's current biometric information, a selected exercise path (eg, the ninth path 933), and the path. It may include at least one of a second guide message 952 for guiding. As shown in FIG. 9F , the electronic device 101 according to an embodiment of the present document displays, on the lock screen 910, at least one menu for executing at least one function related to the exercise being performed (eg : The first menu 962, the second menu 964, the third menu 966, and the fourth menu 968) can be displayed. At least one menu according to an embodiment of this document is, for example, a first menu 962 for executing a camera application, a second menu 964 for executing a music playback application, and a map application for executing It may include at least one of a third menu 966 for displaying a third menu 966 and a fourth menu 968 for displaying a ninth execution screen 950 . When a user's selection input (eg, a touch input) for at least one menu is acquired, the electronic device 101 according to an embodiment of the present document may execute at least one function corresponding to the selected menu. According to an embodiment of the present document, as shown in FIG. 9G , at least one menu (eg, a first menu 962, a second menu 964, and a fourth menu 968) is an electronic device 101 ) and may be provided (eg, a display) through an external electronic device (eg, a wearable device) operably connected.

FIG. 10 is a diagram of an electronic device 101 according to an embodiment of the present document when a user of an electronic device 101 and a user of an external electronic device (eg, an external electronic device 104) are located at a distance from each other. It is an exemplary diagram for explaining a function or operation of providing information about a time and location where a user of the device 101 and a user of an external electronic device (eg, the external electronic device 104) meet. 11A and 11B are exemplary diagrams for explaining the function or operation described in FIG. 10 from a user interface point of view.

Referring to FIG. 10 , in operation 1010, the electronic device 101 according to an embodiment of the present document may identify a moving speed of the electronic device 101 and a moving speed of the external electronic device 104. According to an embodiment of the present document, a user (eg, a first user) of the electronic device 101 and a user (eg, a second user) of the external electronic device 104, from a long distance (eg, a predetermined threshold distance value) may be performing an exercise (e.g., running) along the same motion path as each other. The electronic device 101 according to an embodiment of the present document may identify the moving speed of the electronic device 101 and the moving speed of the external electronic device 104 according to a user's request or a predetermined time period. . The electronic device 101 according to an embodiment of the present document obtains information about the moving speed of the second user from an external electronic device (eg, a management server), so that the second user (eg, the external electronic device 104) movement speed can be identified.

In operation 1020, the electronic device 101 according to an embodiment of the present document may identify the location of the electronic device 101 and the location of the external electronic device 104. The electronic device 101 according to an embodiment of the present document may identify the current location of the electronic device 101 and the current location of the external electronic device 104 according to a user's request or according to a predetermined time period. . The electronic device 101 according to an embodiment of the present document obtains information about the current location of the second user from an external electronic device (eg, a management server) to obtain information about the current location of the second user (eg, the external electronic device 104). movement speed can be identified.

In operation 1030, the electronic device 101 according to an embodiment of the present document determines the time at which the user of the electronic device 101 and the user of the external electronic device 104 meet, based on the identified movement speed and location. location can be identified. Since the electronic device 101 according to an embodiment of the present document knows the distance, current location, and moving speed between the first user and the second user, the user of the electronic device 101 and the external electronic device ( 104) can identify the time and location of the meeting.

In operation 1040, the electronic device 101 according to an embodiment of the present document may provide the time and location identified according to operation 1030 through the electronic device 101 and the external electronic device 104, respectively. As shown in FIG. 11A , the electronic device 101 according to an embodiment of the present document displays an execution screen (eg, the tenth execution screen 1110) of a first application (eg, Samsung ^® Health™ application). can display A tenth execution screen 1110 according to an embodiment of the present document includes an indicator indicating an expected meeting location (eg, a seventh indicator 1112a), information on an expected meeting time 1112b, and at least one chat message ( Example: 1st chatting message 1114a, 2nd chatting message 1114b, 3rd chatting message 1114c), guide message including information about expected meeting location and time (eg 10th guide message 1116) ), and a visual element (eg, the eleventh object 1118) for playing recommended music. As shown in FIG. 11B , the external electronic device 104 according to an embodiment of the present document is an execution screen (eg, the eleventh execution screen 1120) of a first application (eg, Samsung ^® Health™ application). can display. An eleventh execution screen 1120 according to an embodiment of the present document includes an indicator indicating an expected meeting location (eg, a seventh indicator 1112a), information on an expected meeting time 1112b, and at least one chat message ( Example: 1st chatting message 1114a, 2nd chatting message 1114b, 3rd chatting message 1114c), guide message including information about expected meeting location and time (eg 10th guide message 1116) ), and a visual element (eg, the eleventh object 1118) for playing recommended music. The electronic device 101 according to an embodiment of the present document may periodically update and display the expected meeting point and time according to the moving speed of the electronic device 101 . Alternatively, when the electronic device 101 according to an embodiment of the present document identifies a user's voice input (eg, "I will walk slowly") related to a predetermined or learned movement speed, the electronic device (eg, "I will walk slowly") The expected meeting point and time may be updated by identifying the moving speed of the electronic device 101 and/or the external electronic device 104 . The chat messages (eg, the first chat message 1114a, the second chat message 1114b, and the third chat message 1114c) according to an embodiment of the present document are not only touch input to the user's virtual keypad but also voice It can also be entered as an input. For example, when the electronic device 101 according to an embodiment of the present document identifies a voice such as "I'll run" from a user (eg, the first user), the electronic device 101 converts it into text and displays it as a chat message. can The electronic device 101 according to an embodiment of the present document obtains a user input for recommending a route to meet each other by the user of the electronic device 101 and/or the user of the external electronic device 101. can do. In this case, the electronic device 101 and/or the external electronic device 101 according to an embodiment of the present document identifies the location and time at which the first user and the second user meet each other, and identifies the location and time shown in FIG. 11A. A recommended route such as a bar may be provided. A recommended route according to an embodiment of the present document is based on preference information of the user of the electronic device 101 and/or the user of the external electronic device 101 and/or the shortest distance between the electronic device 101 and/or the user. Alternatively, it may be determined and recommended by the management server.

12 is an exemplary diagram for explaining a function or operation of inviting a user of an external electronic device 104 as a partner to exercise with the electronic device 101 according to an embodiment of the present document. 13A and 13B are exemplary diagrams for explaining the function or operation described in FIG. 12 from a user interface point of view.

Referring to FIG. 12 , in operation 1210, the electronic device 101 according to an embodiment of the present document may obtain a selection input on whether to perform group exercise from the user. The electronic device 101 according to an embodiment of the present document may obtain a selection input for the first object 812 as shown in FIG. 7A .

The electronic device 101 according to an embodiment of the present document, in operation 1220, based on obtaining a selection input on whether to perform a group exercise, selects an external electronic device (eg, the external electronic device 104). A selection input for inviting a user may be obtained. The electronic device 101 according to an embodiment of the present document sets an object (eg, the twelfth object 1322) for inviting a user to exercise together with a first application (eg, Samsung ^® Health™). It can be displayed on the second execution screen 720 of the application). The electronic device 101 according to an embodiment of the present document includes a user's selection input (eg, a touch input) for an object (eg, the twelfth object 1322) for inviting a user to exercise together once. ) can be obtained.

In operation 1230, the electronic device 101 according to an embodiment of the present document may invite a user of the external electronic device to exercise together based on obtaining a selection input for inviting the user of the external electronic device. there is. The electronic device 101 according to an embodiment of the present document obtains identification information of the electronic device 101 and/or the external electronic device 104 to execute a first application execution screen (eg, the fifth execution of FIG. 7F ). At least one of a quick response (QR) code 1332, a link 1334, and a fifth menu 1336 for displaying the screen 760 on the electronic device 101 and/or the external electronic device 104 can display When a user's selection input for the fifth menu 1336 is obtained, the electronic device 101 according to an embodiment of the present document may activate the Bluetooth function. The user of the electronic device 101 uses at least one of a quick response (QR) code 1332, a link 1334, and a fifth menu 1336 according to an embodiment of the present document to access the external electronic device 104. Exercises can be performed together with the user. The electronic device 101 according to an embodiment of the present document may store a record of performing an exercise together with a user of the external electronic device 104 as log information in the electronic device 101 or a management server.

The electronic device 101 according to an embodiment of the present document includes a touch screen display (eg, display module 160) and at least one processor (eg, processor 120), wherein the at least one processor , Obtains an execution request for the first application, and in response to the acquisition of the execution request, based on user preference information, at least one recommended exercise item, the at least one recommended exercise At least one recommended exercise type corresponding to an event and at least one recommended route corresponding to the at least one recommended exercise type are determined, and the determined at least one recommended exercise event, the at least one recommended exercise type, and the at least one recommended exercise type are determined. It can be set to provide a recommended route through the touch screen display.

Electronic devices according to various embodiments disclosed in this document may be devices of various types. The electronic device may include, for example, a portable communication device (eg, a smart phone), a computer device, a portable multimedia device, a portable medical device, a camera, a wearable device, or a home appliance. An electronic device according to an embodiment of the present document is not limited to the aforementioned devices.

Various embodiments of this document and terms used therein are not intended to limit the technical features described in this document to specific embodiments, but should be understood to include various modifications, equivalents, or substitutes of the embodiments. In connection with the description of the drawings, like reference numbers may be used for like or related elements. The singular form of a noun corresponding to an item may include one item or a plurality of items, unless the relevant context clearly dictates otherwise. In this document, "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 the phrases such as "at least one of , B, or C" may include any one of the items listed together in that phrase, or all possible combinations thereof. Terms such as "first", "second", or "first" or "secondary" may simply be used to distinguish a given component from other corresponding components, and may be used to refer to a given component in another aspect (eg, importance or order) is not limited. A (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." When mentioned, it means that the certain component may be connected to the other component directly (eg by wire), 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, for example, logic, logical blocks, parts, or circuits. can be used as A module may be an integrally constructed component or a minimal unit of components or a portion 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 this document provide one or more instructions stored in a storage medium (eg, internal memory 136 or external memory 138) readable by a machine (eg, electronic device 101). It may be implemented as software (eg, the program 140) including them. For example, a processor (eg, the processor 120 ) of a device (eg, the electronic device 101 ) may call at least one command among one or more instructions stored from a storage medium and execute it. This enables the device to be operated to perform at least one function according to the at least one command invoked. The one or more instructions may include code generated by a compiler or code executable by an interpreter. The device-readable storage medium may be provided in the form of a non-transitory storage medium. Here, "non-temporary" only means that the storage medium is a tangible device and does not contain a signal (e.g., electromagnetic waves), and this term refers to the case where data is stored semi-permanently in the storage medium. It does not discriminate when it is temporarily stored.

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

According to one embodiment of this document, each component (eg, module or program) of the components described above may include a single object or a plurality of entities, and some of the plurality of entities are separated from other components. It could be. According to an embodiment of the present document, one or more components or operations among the aforementioned corresponding components may be omitted, or one or more other components or operations may be added. Alternatively or additionally, a plurality of 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 of the plurality of components identically or similarly to those performed by a corresponding component of the plurality of components prior to the integration. . According to one embodiment of this document, operations performed by modules, programs, or other components are executed sequentially, in parallel, iteratively, or heuristically, or one or more of the operations are executed in a different order, or , may be omitted, or one or more other operations may be added.

Claims

In electronic devices,

a touchscreen display; and

including at least one processor, wherein the at least one processor comprises:

Obtain an execution request for the first application;

In response to the acquisition of the execution request, at least one recommended exercise item, at least one recommended exercise type corresponding to the at least one recommended exercise item, and the determining at least one recommended route corresponding to the at least one recommended exercise type;

The electronic device, characterized in that it is set to provide the determined at least one recommended exercise item, the at least one recommended exercise type, and the at least one recommended route through the touch screen display.
According to claim 1,

The at least one processor is further configured to determine the at least one recommended exercise item, the at least one recommended exercise type, and the at least one recommended route based on the user's biometric information. .
According to claim 1,

The at least one processor is further configured to provide another recommended route different from the at least one recommended route, determined based on user preference information of an external electronic device selected by the user, through the touch screen display. , an electronic device.
According to claim 1,

The at least one processor may be further configured to provide information about an external electronic device that satisfies a pre-specified recommendation condition when an external electronic device that satisfies a pre-specified recommendation condition is identified while moving along the at least one recommendation route. An electronic device, characterized in that it is set.
According to claim 1,

The at least one processor is configured to change the first exercise guide into a second exercise guide and provide the first exercise guide including the determined at least one recommended path based on the biometric information of the user. An electronic device, characterized in that it is further set.
According to claim 1,

The at least one processor is further configured to provide an expected location and an expected time at which the user of the electronic device will meet the user of the external electronic device, based on the current location and moving speed of the electronic device. Device.
According to claim 1,

The electronic device, characterized in that, the at least one processor is further set to recommend another user to perform an exercise together based on at least one of the user's exercise history and contact information stored in the electronic device.
According to claim 1,

The preference information is stored in the at least one processor based on at least one of at least one image stored in the electronic device, contents of a message transmitted/received with an external electronic device, preference information input and stored by the user, or payment information. An electronic device, characterized in that identified by.
A method for controlling an electronic device,

obtaining an execution request for a first application;

In response to the acquisition of the execution request, at least one recommended exercise item, at least one recommended exercise type corresponding to the at least one recommended exercise item, and the determining at least one recommended route corresponding to at least one recommended exercise type; and

and providing the determined at least one recommended exercise item, the at least one recommended exercise type, and the at least one recommended route through a touch screen display of the electronic device. .
According to claim 9,

The method of controlling the electronic device further comprises an operation of determining the at least one recommended exercise item, the at least one recommended exercise type, and the at least one recommended route based on the biometric information of the user. A method for controlling an electronic device.
According to claim 9,

The method of controlling the electronic device includes an operation of providing, through the touch screen display, another recommended route different from the at least one recommended route, which is determined based on user preference information of an external electronic device selected by the user. A method for controlling an electronic device, further comprising:
According to claim 9,

The method for controlling the electronic device may include providing information on an external electronic device that satisfies a predetermined recommendation condition when an external electronic device satisfying a predetermined recommendation condition is identified while moving along the at least one recommendation route. A method for controlling an electronic device, further comprising an operation of:
According to claim 9,

The method for controlling the electronic device may further include changing the first exercise guide into a second exercise guide while providing a first exercise guide including the determined at least one recommended route based on the biometric information of the user. A method for controlling an electronic device, further comprising providing an operation.
According to claim 9,

The method of controlling the electronic device further includes an operation of providing an expected location and an expected time at which a user of the electronic device meets a user of an external electronic device, based on the current location and moving speed of the electronic device. Characterized by a method for controlling an electronic device.
According to claim 9,

The method of controlling the electronic device may further include recommending another user to exercise with, based on at least one of the user's exercise history and contact information stored in the electronic device. how to control.