Method for providing activity guide and electronic device therefor

Abstract

An electronic device according to an embodiment comprises a sensor, a memory, and a processor, wherein the memory stores one or more instructions that, when executed individually or collectively by the processor, are configured to cause the electronic device to: identify a health goal including a goal date and a goal activity on the basis of a user input; provide, on the basis of stored user information and the health goal, a user's first activity guide required until a first time point corresponding to the goal date arrives; monitor the activity of the user on the basis of data acquired by a sensor after providing the first activity guide; determine, on the basis of the monitoring, a second time point at which a second activity guide having a higher activity intensity than the first activity guide is provided; and provide the second activity guide from the second time point to a third time point preceding the first time point.

Description

Method for providing activity guides and electronic devices therefor

[0001] Embodiments disclosed in this document relate to a method for providing an activity guide and an electronic device therefor.

[0002] With the advancement of digital technology, a variety of electronic devices capable of communicating and processing personal information on the go, such as mobile terminals, electronic organizers, smartphones, tablet PCs, and wearable devices, have been released. These devices have evolved from simple voice calls and messaging to include video calls, electronic organizers, document processing, email, internet access, and photography.

[0003] Additionally, electronic devices can provide health-related functions. For example, electronic devices can detect a user's activities through various sensors and record these data in a health application provided by the device.

[0004] The above information may be provided as background art to aid in understanding the present disclosure. No claim or determination is made as to whether any of the above-described matters constitute prior art related to the present disclosure.

[0005] An electronic device according to an embodiment disclosed in the present document includes at least one sensor, a memory, and at least one processor electrically connected to the at least one sensor and the memory, wherein the memory stores at least one instruction, and the at least one instruction, when individually or collectively executed by the at least one processor, causes the electronic device to: identify a health goal including a target date and a target activity based on a user input; provide a first activity guide of a user required until a first time corresponding to the target date based on stored user information and the goal; monitor an activity of the user based on data acquired through the at least one sensor after providing the first activity guide; identify a second time at which a second activity guide having a higher activity intensity than the first activity guide is provided based on the activity of the user; and, when the second time is identified, provide the second activity guide until a third time prior to the first time.

[0006] An operating method of an electronic device according to an embodiment disclosed in the present document may include an operation of identifying a health goal including a target date and a target activity based on a user input, an operation of providing a first activity guide of a user required until a first time corresponding to the target date based on stored user information and the goal, an operation of monitoring an activity of the user based on data acquired through the at least one sensor after providing the first activity guide, an operation of confirming a second time at which a second activity guide having a higher activity intensity than the first activity guide is provided based on the activity of the user, and an operation of providing the second activity guide until a third time prior to the first time when the second time is confirmed.

[0007] A computer-readable storage medium according to one embodiment disclosed in the present document may store instructions that, when executed by a processor of an electronic device, cause the electronic device to: identify a health goal including a target date and a target activity based on a user input; provide a first activity guide for a user required until a first time corresponding to the target date based on stored user information and the goal; monitor an activity of the user based on data acquired through at least one sensor provided in the electronic device after providing the first activity guide; identify a second time at which a second activity guide having a higher activity intensity than the first activity guide is provided based on the activity of the user; and, when the second time is identified, provide the second activity guide until a third time prior to the first time.

[0008] In connection with the description of the drawings, the same or similar reference numerals may be used for the same or similar components.

[0009] FIG. 1 illustrates a block diagram of an electronic device according to one embodiment.

[0010] FIG. 2A is a drawing for explaining an operation of providing an activity guide of an electronic device according to one embodiment.

[0011] FIG. 2b is a diagram for explaining a target value setting operation of an electronic device according to one embodiment.

[0012] FIG. 2c is a diagram illustrating an operation for predicting the possibility of achieving a target value in an electronic device according to one embodiment.

[0013] FIG. 3 is a diagram illustrating an operation of providing feedback related to whether a goal has been achieved in an electronic device according to one embodiment.

[0014] FIGS. 4 and 5 are drawings for explaining a second activity guide of an electronic device according to one embodiment.

[0015] FIG. 6 is a diagram for explaining the timing of providing the first activity guide and the second activity guide according to one embodiment.

[0016] Figures 7a to 7d are drawings for explaining a period of intensive activity according to one embodiment.

[0017] FIG. 8 is a drawing for explaining a second activity guide of an electronic device according to one embodiment.

[0018] FIG. 9 is a diagram for explaining a recommended activity determination operation of an electronic device according to one embodiment.

[0019] FIG. 10A is a diagram illustrating an electronic device according to one embodiment.

[0020] FIG. 10b is a diagram illustrating collaboration between an electronic device and an external device according to one embodiment.

[0021] Fig. 11 is a diagram illustrating the configuration of a guide generation model according to one embodiment.

[0022] Figure 12 is a flowchart illustrating the operation of an electronic device according to one embodiment.

[0023] FIG. 13 is a flowchart illustrating an operation of providing a second activity guide of an electronic device according to one embodiment.

[0024] FIG. 14 is a flowchart illustrating an operation of providing a second activity guide of an electronic device according to one embodiment.

[0025] Figure 15 is a drawing for explaining a third activity guide according to one embodiment.

[0026] FIG. 16 is a drawing illustrating an activity guide operation of an electronic device (100) according to one embodiment.

[0027] Hereinafter, embodiments of the present invention will be described with reference to the attached drawings. However, this is not intended to limit the present invention to specific embodiments, and it should be understood that the present invention encompasses various modifications, equivalents, and / or alternatives of the embodiments.

[0028]

[0029] FIG. 1 is a block diagram of an exemplary electronic device (100) capable of performing the operations described in this document.

[0030] Referring to FIG. 1, the electronic device (100) may be one of various forms of electronic devices, such as a notebook (190), smartphones (191) having various form factors (e.g., a bar-type smartphone (191-1), a foldable-type smartphone (191-2), or a sliderable (or rollable) type smartphone (191-3)), a tablet (192), a cellular phone (not shown), and other similar computing devices (not shown). The components, their relationships, and their functions illustrated in FIG. 1 are exemplary only and do not limit the implementations described or claimed in this document. The electronic device (100) may be referred to as a mobile device, a user device, a multi-function device, a portable device, or a server.

[0031] The electronic device (100) may include components including at least one processor (110) (hereinafter referred to as processor (110)), at least one memory (120) (hereinafter referred to as memory (120)), at least one display (140) (hereinafter referred to as display (140)), at least one image sensor (150) (hereinafter referred to as image sensor (150)), at least one communication circuit (160) (hereinafter referred to as communication circuit (160)), and / or at least one sensor (170) (hereinafter referred to as sensor (170)). The above components are merely exemplary. For example, the electronic device (100) may include other components (e.g., power management integrated circuitry (PMIC), audio processing circuitry, an antenna, a rechargeable battery, or an input / output interface). For example, some components may be omitted from the electronic device (100). For example, some components may be integrated into one component.

[0032] The processor (110) may be implemented as one or more IC (integrated circuit (or circuitry)) chips and may perform various data processing. The processor (110) may include at least one electrical circuit and may individually or collectively perform distributed processing of instructions (or programs, data) stored in the memory (120). The processor (110) may include a processor assembly including one or more processing circuits. The processor (110) may include any processing circuit operative to control the performance and operations of one or more components (e.g., the memory (120), the display (140), the image sensor (150), the communication circuit (160), and / or the sensor (170)) of the electronic device (100). For example, the processor (110) (e.g., the application processor (AP)) may be implemented as a system on chip (SoC) (e.g., a single chip or a chipset). For example, the processor (110) may be implemented with multiple cores (or at least one core circuit), multiple chips, or multiple chipsets. For example, the processor (110) may include one or more processing circuits. For example, the processor (110) may include one or more processing circuits configured to individually and / or collectively perform various functions of the present disclosure. As a non-limiting example, at least a portion of the processor (110) may be included in a first chip of the electronic device (100), and at least another portion of the processor (110) may be included in a second chip of the electronic device (100) that is different from the first chip of the electronic device (100).

[0033] For example, the processor (110) may include a central processing unit (CPU) (111), a graphics processing unit (GPU) (112), a neural processing unit (NPU) (113), an image signal processor (ISP) (114), a display controller (115), a memory controller (116), a storage controller (117), a communication processor (CP) (118), and / or a sensor interface (119). These components of the processor (110) are merely exemplary. For example, the processor (110) may further include other components. For example, some components of the processor (110) may be omitted from the processor (110). For example, some components of the processor (110) may be included as separate components of the electronic device (100) outside the processor (110). For example, some components of the processor (110) (e.g., a memory controller (116)) may be included within other components (e.g., at least a portion of the memory (120), an interface (e.g., available for connection to at least one component of the electronic device (100)), a display (140) and / or an image sensor (150)).

[0034] The processor (110) may cause other components of the electronic device (100) to perform various operations by executing instructions stored in the memory (120). The CPU (111) (or central processing circuit) may be configured to control components of the processor (110) based on the execution of instructions stored in the memory (120) (e.g., volatile memory (121) and / or non-volatile memory (122)). The GPU (112) (or graphics processing circuit) may be configured to execute parallel operations (e.g., rendering). The NPU (113) (or neural processing circuit, or artificial intelligence (AI) chip) may be configured to execute operations for an artificial intelligence model (e.g., convolution computation). The ISP (114) (or image signal processing circuit) may be configured to process a raw image acquired through the image sensor (150) into a format suitable for a component within the electronic device (100) or a component of the processor (110). The display controller (115) (or display control circuit, or display processing unit (DPU)) may be configured to process an image acquired from the CPU (111), the GPU (112), the ISP (114), or the memory (120) (e.g., the volatile memory (121)) into a format suitable for the display (140). The memory controller (116) (or memory control circuit) may be configured to control reading data from the volatile memory (121) and writing data to the volatile memory (121). The storage controller (117) (or storage control circuit) may be configured to control reading data from the nonvolatile memory (122) and writing data to the nonvolatile memory (122).The CP (118) (communication processing circuit) may be configured to process data acquired from a component of the processor (110) into a format suitable for transmission to another electronic device via the communication circuit (160), or to process data acquired from another electronic device via the communication circuit (160) into a format suitable for processing by the component of the processor (110). For example, the communication circuit (160) may include one or more communication circuits. The sensor interface (119) (or sensing data processing circuit, sensor hub) may be configured to process data about the state of the electronic device (100) and / or the state of the surroundings of the electronic device (100), acquired via the sensor (170), into a format suitable for the component of the processor (110).

[0035] The number of processors (110) may be one or more. For example, the processor (110) may have a multi-core processor structure such as a dual core, quad core, or hexa core.

[0036] The processor (110) can control the operations of the electronic device (100) by executing instructions stored in the memory (120). For example, the processor (110) can correspond to a plurality of processors that collectively perform a plurality of operations by dividing them among the processors.

[0037] The processor (110) can control the operations of the electronic device (100) by executing instructions stored in the memory (120). For example, the processor (220) can correspond to a plurality of processors that collectively perform a plurality of operations by dividing them among the processors.

[0038] The memory (120) may include one or more storage media (or one or more storage devices). For example, the memory (120) may include a memory assembly including one or more storage media. For example, the one or more storage media may include permanent memory (e.g., non-volatile memory (122)) such as a hard drive, flash memory, read-only memory (ROM), semi-permanent memory (e.g., volatile memory (121)) such as random access memory (RAM), any other suitable type of storage (or storage assembly), or any combination thereof. The memory (120) may include cache memory, which is one or more different types of memory used to temporarily store data for a function or feature of the electronic device (100). As a non-limiting example, the cache memory may be included within the processor (110). The memory (120) may be fixedly embedded within the electronic device (100) or incorporated into one or more suitable types of components (e.g., a subscriber identity module (SIM) card and / or a secure digital (SD) card) that may be repeatedly inserted into and removed from the electronic device (100).

[0039] For example, the memory (120) may store one or more software applications, such as an operating system (or system) software application, a firmware software application, a driver software application, a plug-in (e.g., add-in, add-on, and / or applet) software application, and / or any other suitable software applications. For example, the one or more software applications may include instructions executable by the processor (110). For example, the memory (120) may store instructions callable by an application programming interface (API). For example, the memory (120) may store instructions within a library.

[0040]

[0041] According to one embodiment, the electronic device (100) described above may provide health-related functions. For example, the electronic device (100) may detect the user's activities through the sensor (170). In addition, the electronic device (100) may guide the user's activities so that the user can achieve a specified goal. This will be described in detail with reference to FIGS. 2A to 16 below. In addition, at least one of the embodiments described with reference to FIGS. 2A to 16 below may be combined with other embodiments.

[0042]

[0043] FIG. 2a is a diagram for explaining an operation of providing an activity guide of an electronic device (100) according to an embodiment. FIG. 2b is a diagram for explaining an operation of setting a target value of an electronic device (100) according to an embodiment, and FIG. 2c is a diagram for explaining an operation of predicting the possibility of achieving a target value of an electronic device (100) according to an embodiment.

[0044] Referring to FIG. 2A, according to an embodiment, an electronic device (100) may provide an activity guide to help a user achieve a specified goal. In an embodiment, the activity guide may include activities (e.g., recommended activities) that the user must perform during a specified period of time. Additionally or optionally, the activity guide may also include the amount of activity (e.g., recommended activity) that the user must perform to achieve the specified goal. The electronic device (100) providing the activity guide according to an embodiment will be described in more detail below.

[0045] As part of its operation of providing activity guidance, the electronic device (100) may set (or designate, select, or determine) a goal to be achieved. For example, the electronic device (100) may perform an operation of setting a goal related to the user (e.g., a goal the user wishes to achieve).

[0046] In one embodiment, the goal to be achieved may be an activity that the user wishes to achieve (hereinafter referred to as a target activity). In one embodiment, the target activity may be related to a health indicator indicating the health status of an individual or a designated group (e.g., a family). In one embodiment, the target activity may include an activity to regulate (e.g., increase, decrease, or maintain) at least one of sleep, physical activity, stress, blood pressure, blood sugar, food, body weight, body composition, or water intake. However, this is merely exemplary, and the target activities mentioned in one embodiment are not limited to those related to health indicators.

[0047] According to an embodiment, the electronic device (100) may provide a first user interface (211) as part of an operation of setting a goal. The first user interface (211) may enable designation (or input, or selection) of a target activity. In one embodiment, the first user interface (211) may include information (211-1) (e.g., “Enter target activity”) indicating that designation (or input, or selection) of a target activity is possible, as in the example of 210 of FIG. 2A. In one embodiment, the first user interface (211) may provide an activity list (211-2) including designated activities (e.g., weight loss, stress reduction, and physical strength increase). For example, the designated activities may be provided in a form selectable by user input.

[0048] However, this is merely exemplary, and embodiments of the present disclosure are not limited thereto. For example, a designated event (e.g., a 'wedding event' or a 'profile photo shoot event' requiring weight control, an 'exam event' requiring sleep control, or a 'business meeting event' requiring stress control) containing a specific goal (or from which a specific goal can be inferred) may be provided through the activity list (211-2). In one embodiment, the electronic device (100) may provide the first user interface (211) through the execution screen of a designated application (e.g., a health application).

[0049] In this regard, the electronic device (100) may receive a user input for the first user interface (211) (e.g., an activity list (211-2)) and set at least one of the designated activities corresponding to the user input as a target activity. In one embodiment, the user input designating the target activity may include a touch input, a voice input, and / or a button input.

[0050] According to an embodiment, the first user interface (211) (e.g., activity list (211-2)) may include a first menu (211-3) (e.g., direct setting) for receiving input of a specific activity other than the designated activities. In this regard, when the electronic device (100) detects a user input for the first menu (211-3), it may provide a first sub-interface (221) (e.g., input window) for directly receiving a specific activity, as in the example of 220 of FIG. 2A. In addition, the electronic device (100) may also set a target activity (e.g., wedding photography) based on the user input received through the first sub-interface (221).

[0051] Additionally or optionally, the electronic device (100) may set a guide schedule (or guide period) as part of the operation of setting a target activity. In one embodiment, the guide schedule may be a schedule (or period) during which activity guidance related to the target activity is provided. In one embodiment, the guide schedule may also be a period (or point in time) within which the goal must be achieved.

[0052] According to an embodiment, the electronic device (100) may provide a second user interface (213) as part of an operation of setting a guide schedule. In one embodiment, the second user interface (213) may enable designation (or input, or selection) of a guide schedule. In one embodiment, the second user interface (213) may include information (213-1) (e.g., “Set a target schedule”) indicating that designation (or input, or selection) of a guide schedule is possible, as in the example of 210 of FIG. 2A. In one embodiment, the second user interface (213) may provide a schedule list (213-2) including designated schedules (e.g., for a week or a month). In one embodiment, the designated schedules may be provided in a form selectable by user input. According to an embodiment, the second user interface (213) may be provided together with the first user interface (211). However, this is merely exemplary, and embodiments of the present disclosure are not limited thereto. For example, the second user interface (213) may be provided before or after the first user interface (211) is provided.

[0053] In this regard, the electronic device (100) may receive a user input for the second user interface (213) (e.g., schedule list (213-2)) and set at least one of the designated schedules corresponding to the user input as a guide schedule. In one embodiment, the user input for designating the guide schedule may include a touch input, a voice input, and / or a button input.

[0054] According to an embodiment, the second user interface (213) (e.g., schedule list (213-2)) may include a second menu (213-3) (e.g., set directly) for receiving input of a specific schedule other than the designated schedule. In this regard, when the electronic device (100) detects a user input for the second menu (213-3), it may provide a second sub-interface (223) (e.g., calendar screen) for receiving a specific schedule, as in the example of 220 of FIG. 2A. In addition, the electronic device (100) may set a guide schedule for a specific schedule (or schedule section) corresponding to the user input for the second sub-interface (223).

[0055] In the above-described embodiment, the components (211-1, 211-2, 211-3 and 221) of the first user interface (211) and the components (213-1, 213-2, 213-3 and 223) of the second user interface (213) are provided in visual form, but depending on the embodiment, at least some of them may be provided in other forms (e.g., auditory information).

[0056] The electronic device (100) may generate a first activity guide (231) as part of an operation of providing an activity guide. In one embodiment, the electronic device (100) may generate the first activity guide (231) in response to a goal to be achieved (e.g., a target activity and / or a guide schedule) being set.

[0057] In one embodiment, the first activity guide (231) may recommend activities that the user should perform during a specified period of time. In one embodiment, the specified period of time may be the aforementioned guide schedule (e.g., a schedule selected via the second user interface (213). In one embodiment, the first activity guide (231) may include recommended activities (e.g., sleeping activities, walking activities) that the user should perform consistently every day until the specified period of time, as in the example of 230 in FIG. 2A. These recommended activities are activities that help achieve goals (e.g., stress control and / or weight control) related to a set target activity (e.g., wedding photography), and this will be described in more detail with reference to FIG. 9 below. In one embodiment, the first activity guide (231) may additionally or optionally include recommended activity amounts (e.g., maintaining 8 hours of sleep, walking 10,000 steps) that the user should perform consistently every day until the specified period of time, as in the example of 230 in FIG. 2A. In one embodiment, the recommended amount of activity provided through the first activity guide (231) may be interpreted as the first level (or intensity) of activity required to achieve the goal.

[0058] As described above, when setting a goal, the electronic device (100) may set an abstract goal for a target activity (e.g., weight loss) without explicitly specifying a target value (e.g., a weight loss value). However, this is merely exemplary, and the embodiments of the present disclosure are not limited thereto. For example, the electronic device (100) may also set a concrete goal for which a target value is explicitly specified (e.g., a goal of losing 5 kg, walking 10 km, or achieving a body fat percentage of 15%). This will be described in more detail below.

[0059] Referring to FIG. 2B , in one embodiment, the electronic device (100) may provide a third user interface (241) as part of an operation of setting a specific concept goal. In one embodiment, the third user interface (241) may enable designation of a sub-goal for a designated target activity. In one embodiment, the sub-goal may be a goal that can be expected (or achieved) through the designated target activity. In one embodiment, as in the example of 240 of FIG. 2B , a sub-goal for a walking activity may include at least one of a distance to be achieved (e.g., distance goal), an exercise time (e.g., exercise time goal), calories (e.g., calorie goal), or a route (e.g., route goal). Additionally or optionally, the third user interface (241) may also include a third menu (e.g., no goal) that indicates not to designate a separate goal value.

[0060] In this regard, the electronic device (100) may receive a user input for the third user interface (241) and set a target value related to at least one of the designated sub-goals corresponding to the user input. In one embodiment, the electronic device (100) may set at least one of a target value related to distance (e.g., 1 km), a target value related to exercise time (e.g., 1 hour), a target value related to calories (e.g., 300 kcal), or a target value related to a route (e.g., a walking course) based on the user input.

[0061] According to an embodiment, the electronic device (100) may receive a user input for the third user interface (241) and select at least one of the sub-goals corresponding to the user input. In addition, the electronic device (100) may provide a fourth user interface (251) related to the selected sub-goal. The fourth user interface (251) may enable designation (or input, or selection) of a target value for the sub-goal. In one embodiment, as in the example of 250 of FIG. 2B , the fourth user interface (251) may provide a reference value for the selected sub-goal (e.g., a reference value of 1.00 km for a walking goal). In this regard, the electronic device (100) may receive a user input for the fourth user interface (251) (e.g., at least a portion of the reference value) and set the target value by increasing or decreasing the reference value based on the user input.

[0062] Additionally or optionally, the electronic device (100) may predict the possibility of achieving the target value when setting the target value. In one embodiment, the electronic device (100) may predict the possibility of achieving the target value based on at least one of the user's profile information (e.g., gender, height, weight, or age), past activity history information (e.g., activity duration, activity distance, activity intensity, or preferred activity), a guide schedule, or a target value. In one embodiment, the electronic device (100) may predict that the user can sufficiently achieve the target value (e.g., predict successful achievement) when the past activity duration is above a certain level and the target value is set relatively low. In one embodiment, the electronic device (100) may predict that the user will have difficulty achieving the target value (e.g., predict failure to achieve) when the activity duration is below a certain level and the target value is set relatively high. Additionally or alternatively, in one embodiment, the electronic device (100) may predict (e.g., predict successful achievement) that the user can sufficiently achieve the target value when the activity duration is below a certain level but the activity intensity is above a certain level and the target value is set relatively high.

[0063] According to an embodiment, the electronic device (100) may additionally consider additional information (e.g., profile information of other users, activity history of other users, and / or target values ​​of other users) when predicting the possibility of achieving a target value. In one embodiment, the electronic device (100) may, based on the additional information, identify target values ​​(e.g., reference values) that other users of the same or similar age as the user have achieved (or failed to achieve). In addition, the electronic device (100) may compare a target value set by the user with the reference value to predict the possibility of achieving the target value. In one embodiment, if the difference between the reference value and the target value is greater than a certain level, the electronic device (100) may predict that the user will have difficulty achieving the target value.

[0064] According to an embodiment, the electronic device (100) can provide a prediction result regarding the possibility of achievement.

[0065] In one embodiment, the electronic device (100) may provide a first prediction result (261) associated with a positive prediction result. In one example, the first prediction result (261) may include at least one of a message indicating that the achievement of the target value is positive (e.g., "You can look forward to achieving the target") and / or a message encouraging the achievement of the target (e.g., "Keep working hard and you will achieve good results"), as illustrated in the example of 260 of FIG. 2C .

[0066] In one embodiment, the electronic device (100) may provide a second prediction result (271) related to a negative prediction result. In one example, the second prediction result (271) may include at least one of a message indicating that the achievement of the target value is negative (e.g., "Target achievement may be difficult") and / or a message guiding the re-determination of the target value (e.g., "Please determine an appropriate target value"), as illustrated in the example 270 of FIG. 2C . In this regard, the electronic device (100) may perform an operation of resetting the target value after providing the second prediction result (271).

[0067] As described above, the electronic device (100) according to one embodiment can provide a first activity guide (231) to enable a user to take actions required to achieve a specified goal. However, the user may have difficulty acting according to the first activity guide (231). For example, in order to achieve a goal, the user must consistently take actions corresponding to the first activity guide (231). However, if the user's behavior pattern repeats ups and downs, it may not be easy to follow the first activity guide (231), and as a result, the user may fail to achieve the goal.

[0068] In this regard, an electronic device (100) according to one embodiment can provide feedback on whether a goal has been achieved, thereby motivating the user to achieve the goal. This will be described in more detail with reference to FIG. 3 below.

[0069]

[0070] FIG. 3 is a drawing for explaining an operation of providing feedback related to whether a goal has been achieved in an electronic device (100) according to one embodiment.

[0071] Referring to FIG. 3, an electronic device (100) according to one embodiment may provide feedback on goal achievement, either periodically or aperiodically, while the first activity guide (231) is provided. This feedback may motivate the user to pursue goal achievement. In one embodiment, the feedback may include first feedback (310) guiding goal achievement and second feedback (321) guiding goal failure.

[0072] The electronic device (100) may monitor (or track) the user's activity performance as part of an operation of providing feedback (e.g., the first feedback (310) and / or the second feedback (321)). In one embodiment, the activity performance may be an activity of the user performed while (or after) the first activity guide (231) is provided. In one embodiment, the electronic device (100) may detect (or measure) the user's activity based on information collected through a sensor (170). In one embodiment, the sensor (170) may include a sensor configured to collect information associated with movement and / or positioning (e.g., at least one of a pedometer, an acceleration sensor, a gyro sensor, or a global positioning system (GPS) sensor).

[0073] Additionally, the electronic device (100) may determine whether the user has achieved a specified goal based on at least a portion of the monitoring operation (e.g., the monitoring result). In one embodiment, the electronic device (100) may determine that the goal has been achieved if the user's activity satisfies the specified goal value. In one embodiment, the electronic device (100) may determine that the goal has not been achieved if the user's activity does not satisfy the specified goal value. In one embodiment, the electronic device (100) may determine whether the goal has been achieved by accumulating the user's activity detected from the time the first activity guide (231) is provided.

[0074] According to an embodiment, in response to determining that a goal has been achieved, the electronic device (100) may provide first feedback (310) that guides goal achievement.

[0075] In one embodiment, the first feedback (310) may include information indicating the achievement of a goal and a corresponding reward (e.g., a badge and / or coupon) (311-1), as in the example of 300 of FIG. 3. In one embodiment, the first feedback (310) may additionally or optionally include today's activity record (311-2) (e.g., activity amount). In one embodiment, the first feedback (310) may additionally or optionally include a past activity record (312). In one example, the past activity record (312) may include a daily activity amount. According to an embodiment, the daily activity amount may be represented as a bar graph (312-1) having a first attribute (e.g., length) proportional to the activity amount of the corresponding day. In one example, the past activity record may indicate whether the daily goal has been achieved. According to an embodiment, a bar graph of a date on which the goal (312-2) was successfully achieved may be assigned a second attribute (e.g., a first color), and a bar graph of a date on which the goal (312-2) was not successfully achieved may be assigned a third attribute (e.g., a second color).

[0076] In some embodiments, the electronic device (100) may, in response to determining a failure to achieve a goal, provide second feedback (321) indicating the failure to achieve the goal. In one embodiment, the second feedback (321) may include an encouraging message to increase the user's activity (e.g., "With a little more effort, you can achieve the goal"), as illustrated in example 320 of FIG. 3 .

[0077] As described above, the electronic device (100) according to one embodiment can motivate the user by providing feedback on whether the goal has been achieved while the first activity guide (231) is provided. However, motivation using feedback alone has difficulty contributing to goal achievement. For example, after a certain number of repeated failures to achieve the goal (e.g., failing to achieve the daily goal for a certain period of time), there is a possibility that the user will fail to achieve the goal even if he or she takes actions corresponding to the existing first activity guide (231) during the remaining period.

[0078] In this regard, the electronic device (100) according to one embodiment can contribute to the achievement of a goal by providing a second activity guide while providing a first activity guide (231). This will be described in more detail below.

[0079]

[0080] FIGS. 4 and 5 are drawings for explaining a second activity guide of an electronic device (100) according to one embodiment.

[0081] Referring to FIG. 4, an electronic device (100) according to one embodiment may provide a second activity guide (411) periodically or aperiodically while the first activity guide (231) is being provided. This second activity guide (411) may encourage the user to perform more intensive activities.

[0082] The electronic device (100) may monitor the user's activity performance as part of the operation of providing the second activity guide (411). In one embodiment, the activity performance may be a user activity performed while (or after) the first activity guide (231) is provided. In one embodiment, the electronic device (100) may detect (or measure) the user's activity based on information collected through the sensor (170), as described above with reference to FIG. 3 .

[0083] According to an embodiment, the electronic device (100) may calculate an activity score related to the user's activity performance as part of the monitoring operation. In one embodiment, the activity score may indicate the degree to which an activity corresponding to the first activity guide (231) has been performed. In one embodiment, the electronic device (100) may calculate the activity score based on the first activity guide (231) and the user activity of the corresponding cycle in a specified cycle unit (e.g., daily unit). For example, a relatively high activity score may be calculated as the first activity guide (231) and the user activity of the corresponding cycle match each other. Additionally, a relatively low activity score may be calculated as the first activity guide (231) and the user activity of the corresponding cycle differ from each other.

[0084] For example, in a situation where 8 hours of sleep maintenance and 10,000 step walking activity are recommended through the first activity guide (231), if the user sleeps for 6 hours and walks 8,000 steps, the electronic device (100) may calculate a relatively low activity score for the sleep activity and a relatively low activity score for the walking activity.

[0085] For example, in a situation where maintaining 8 hours of sleep and walking 10,000 steps are recommended through the first activity guide (231), if the user sleeps for 6 hours and performs walking activity (e.g., walking 13,000 steps) exceeding the target steps (e.g., walking 10,000 steps) or walking activity close to the target steps (e.g., walking 9,000 steps), the electronic device (100) may calculate a relatively low activity score for the sleeping activity and a relatively high activity score for the walking activity.

[0086] Additionally or optionally, the electronic device (100) may assign a weight to the activity score based on the importance of the recommended activity. In one embodiment, the importance may be selected (or specified, or determined) by the user or may be selected based on the degree of influence on goal achievement. For example, if the first activity guide (231) recommends activities such as maintaining 8 hours of sleep and walking 10,000 steps, and the sleep activity has a high importance, the electronic device (100) may assign a weight (α) (e.g., 80*α) to the activity score (e.g., 80) calculated for the sleep activity.

[0087] According to an embodiment, the electronic device (100) may predict the possibility of achieving a designated goal based on the activity score calculated over a certain period of time. In one embodiment, the electronic device (100) may predict the possibility of achieving a designated goal based on the activity score calculated over a certain period of time and a designated threshold score. In one embodiment, if the calculated activity score is less than the designated threshold score, the electronic device (100) may predict that the goal will not be achieved even if the user takes an action corresponding to the first activity guide (231) during the remaining guide schedule. In one embodiment, if the calculated activity score is greater than or equal to the designated threshold score, the electronic device (100) may predict that the goal will be successfully achieved if the user takes an action corresponding to the first activity guide (231) during the remaining guide schedule.

[0088] According to an embodiment, the electronic device (100) may provide a second activity guide (411) based on a prediction that the goal will not be achieved. In one embodiment, the second activity guide (411) may include a second level of recommended activities that are higher than the first level. For example, the electronic device (100) may provide a second activity guide (411) that recommends reducing sleeping activities and increasing walking activities compared to the first activity guide (231) in order to achieve the goal, as shown in the example of 410 of FIG. 4. In one embodiment, the second activity guide (411) may additionally or optionally include a second level of recommended activities that are higher than the first level. For example, the electronic device (100) may provide a second activity guide (411) that recommends a second level of activity (e.g., maintaining 7 hours of sleep, walking 13,000 steps) that is higher than the first activity guide (231) in order to achieve a goal, as in the example of 410 of FIG. 4.

[0089] As described above, the electronic device (100) according to one embodiment may provide a second activity guide (411) that adjusts the recommended activity amount included in the first activity guide (231). However, this is merely exemplary, and the embodiments of the present disclosure are not limited thereto.

[0090] In one embodiment, the second activity guide (411) may include activities different from the recommended activities included in the first activity guide (231). For example, while the first activity guide (231) recommends sleep activities that are helpful for stress management, the electronic device (100) may provide a second activity guide (421) that recommends hobby activities that are more helpful for stress management, as shown in the example 420 of FIG. 4 .

[0091] In one embodiment, the second activity guide (411) may include only some of the recommended activities included in the first activity guide (231). For example, while the first activity guide (231) recommends a sleeping activity that helps control stress and a walking activity that helps control weight, the electronic device (100) may provide a second activity guide (511) that includes only some of these activities (e.g., a walking activity), as in the example 510 of FIG. 5 .

[0092] In this regard, the electronic device (100) may select an activity to be provided as the second activity guide (511) based on the user's activity performance while the first activity guide (231) is provided or the user's activity performance in the past. In one embodiment, the electronic device (100) may select an activity that relatively corresponds to a target value (e.g., an activity that the user performed relatively well following the first activity guide) among the activities recommended through the first activity guide (231) and recommend it as the second activity guide (511). According to an embodiment, the electronic device (100) may select an activity that has a relatively high possibility of achieving a target value (e.g., an activity that most exceeds the target value, an activity whose activity level is maintained at a certain level) among the activities recommended through the first activity guide (231) and recommend it as the second activity guide (511).

[0093] In one embodiment, the second activity guide (411) may include only activities preferred by the user. Depending on the embodiment, the second activity guide (411) may include activities designated by the user among the recommended activities included in the first activity guide (231) or activities designated by the user but not included in the first activity guide (231).

[0094] In this regard, the electronic device (100) may provide a fifth user interface (521) that enables the designation of preferred activities, as in the example of 520 of FIG. 5. In one embodiment, the electronic device (100) may select at least one activity selected through the fifth user interface (521) and recommend it as a second activity guide (511).

[0095] In one embodiment, the second activity guide (411) may include recommended activities having similar characteristics to the first activity guide (231).

[0096] For example, if an aerobic exercise such as a walking activity, yoga activity, running activity, cycling activity, swimming activity, or rope jumping activity is provided as a first activity guide (231), the electronic device (100) may also recommend another aerobic exercise not included in the first activity guide (231) as a second activity guide (411). For example, an aerobic exercise provided as a second activity guide (411) may have a higher activity intensity than an aerobic exercise provided as a first activity guide (231).

[0097] For example, if an activity that can be performed indoors, such as yoga or swimming, is provided as the first activity guide (231), the electronic device (100) may also recommend another aerobic exercise that can be performed indoors, not included in the first activity guide (231), as the second activity guide (411). For example, the aerobic exercise provided as the second activity guide (411) may have a higher activity intensity than the aerobic exercise provided as the first activity guide (231).

[0098] In one embodiment, the second activity guide (411) may include recommended activities having different characteristics from the first activity guide (231).

[0099] For example, if an aerobic exercise such as walking, yoga, running, cycling, swimming, or jumping rope is provided as the first activity guide (231), the electronic device (100) may also recommend an anaerobic exercise such as squats or push-ups as the second activity guide (411). For example, the anaerobic exercise provided as the second activity guide (411) may have a higher activity intensity than the aerobic exercise provided as the first activity guide (231).

[0100] For example, if an activity that can be performed indoors, such as yoga or swimming, is provided as the first activity guide (231), the electronic device (100) may also recommend an aerobic exercise that can be performed outdoors as the second activity guide (411). For example, the aerobic exercise provided as the second activity guide (411) may have a higher activity intensity than the aerobic exercise provided as the first activity guide (231).

[0101]

[0102] FIG. 6 is a drawing for explaining the timing of providing the first activity guide (231) and the second activity guide (411) according to one embodiment.

[0103] Referring to FIG. 6, an electronic device (100) according to one embodiment may provide a second activity guide (411) periodically or aperiodically while a first activity guide (231) is provided.

[0104] In one embodiment, the first activity guide (231) may be provided during the guide schedule. In one embodiment, the guide schedule may be from the goal setting time (e.g., the time at which the goal is set) (601) to the goal achievement time (603) (e.g., the time at which the goal must be achieved).

[0105] In one embodiment, the second activity guide (411) may be provided during a portion of a period (A) (615) (hereinafter, referred to as an activity concentration period) during a period (e.g., guide schedule) during which the first activity guide (231) is provided. The activity concentration period (A) (615) may be a period during which a higher level (or intensity) of activity should be intensively performed. In one embodiment, the starting point of the activity concentration period (A) (615) may be a time point at which failure to achieve is predicted (e.g., time point at which failure to achieve is predicted) (605). In one embodiment, the ending point (607) of the activity concentration period (A) (615) may be a time point (607) prior to the goal achievement point (603). In one embodiment, the provision of the first activity guide (231) may be resumed at the end of the activity concentration period (A) (615).

[0106] As described above, the electronic device (100) can enable the user to perform a higher level of activity during the activity concentration period (A) (615). In one embodiment, the electronic device (100) can dynamically adjust the activity concentration period (A) (615). This will be described in more detail below.

[0107]

[0108] FIGS. 7A to 7D are drawings for explaining a concentrated activity period (A) (615) according to one embodiment.

[0109] Referring to FIG. 7A, in one embodiment, the electronic device (100) may determine an intensive activity period (A) (615) based on an activity score calculated based on a specified cycle. In one embodiment, the intensive activity period (A) (615) may be determined based on a difference (S1-S2) between an expected score (S1) and an actually calculated activity score (S2) in a specified cycle. In one embodiment, the expected score (S1) may be a reference score used to determine whether a goal has been successfully achieved.

[0110] In one embodiment, if the difference (S1-S2) between the expected score (S1) and the actual calculated activity score (S2) is less than a specified threshold (TH) (case 1: (S1 - S2) <TH), 전자 장치(100)는, 도 7a의 710의 예시와 같이, 집중 활동 기간(A)(615)을 지정된 기간(T)(예: 3일) 보다 일정 수준(a)(예: 1일) 긴 기간(T+a)(예: 4일)으로 결정할 수 있다. 그러나, 이는 예시적일 뿐, 본 개시의 실시 예들이 이에 제한되는 것은 아니다. 예컨대, 기대 점수(S1)와 실제 산출된 활동 점수(S2)의 차이가 지정된 임계값(TH) 미만인 경우에서, 전자 장치(100)는, 집중 활동 기간(A)(615)을 지정된 기간(T)(예: 3일) 보다 일정 수준(a)(예: 1일) 짧은 기간(T-a)(예: 2일)으로 결정할 수도 있다.

[0111] In one embodiment, if the difference (S1-S2) between the expected score (S1) and the actually calculated activity score (S2) is greater than or equal to a specified threshold value (TH) (case 2: (S1 - S2) >TH), the electronic device (100) may determine the intensive activity period (A) (615) to be a period (Ta) (e.g., 2 days) that is a certain level (a) (e.g., 1 day) shorter than the specified period (T) (e.g., 3 days), as in the example of 720 of FIG. 7a. However, this is merely exemplary, and embodiments of the present disclosure are not limited thereto. For example, in a case where the difference between the expected score (S1) and the actually calculated activity score (S2) is greater than a specified threshold value (TH), the electronic device (100) may determine the intensive activity period (A) (615) to be a period (T+a) (e.g., 4 days) that is a certain level (a) (e.g., 1 day) longer than the specified period (T) (e.g., 3 days).

[0112] Additionally or optionally, the electronic device (100) may determine an intensive activity period (A) (615) based on an activity score (S2) calculated based on a specified cycle and a remaining guide schedule (D). In one embodiment, the intensive activity period (A) (615) may be determined in proportion to the activity score (S2) and the remaining guide schedule (D).

[0113] In one embodiment, when a relatively high activity score (S2) is calculated (e.g., 50 points) (case 3), the electronic device (100) may determine the intensive activity period (A) (615) (e.g., 3.5 days) by reflecting the remaining guide schedule (D) (e.g., 7 days) in the percentage (e.g., 50 / 100) of the calculated activity score (S2), as in the example of 730 of FIG. 7b (e.g., 0.5*7).

[0114] In one embodiment, when a relatively low activity score (S2) is calculated (e.g., 35 points) (case 4), the electronic device (100) may determine the intensive activity period (A) (615) (e.g., approximately 2.5 days) by reflecting the remaining guide schedule (D) (e.g., 7 days) in the percentage (e.g., 35 / 100) of the calculated activity score (S2), as in the example of 740 of FIG. 7b (e.g., 0.35*7).

[0115] Additionally or optionally, the electronic device (100) may determine a focused activity period based on characteristics of a designated goal. In one embodiment, the electronic device (100) may determine different focused activity periods (A) (615) for goals with a designated target value (e.g., a weight loss value) and / or a designated target schedule (e.g., a concrete concept goal) and for goals without a designated target value and / or a designated target schedule (e.g., an abstract concept goal).

[0116] In one embodiment, when a goal (e.g., 5 kg weight loss or wedding photo shoot on November 11) is set with a target value (e.g., weight loss) and / or a target schedule (e.g., a wedding photo shoot scheduled date) (case 5), the electronic device (100) may determine the intensive activity period (A) (615) to be a period (Ta) (e.g., 2 days) that is a certain level (a) (e.g., 1 day) shorter than the specified period (T) (e.g., 3 days), as in the example of 750 of FIG. 7c.

[0117] In one embodiment, when a goal (e.g., weight loss or wedding photo shoot) is set without specifying a target value (e.g., weight loss (e.g., 5 kg)) and / or a target schedule (e.g., a scheduled date for a wedding photo shoot) (case 6), the electronic device (100) may determine the intensive activity period (A) (615) as a period (T+a) (e.g., 4 days) that is a certain level (a) (e.g., 1 day) longer than the specified period (T) (e.g., 3 days), as in the example of 760 of FIG. 7c.

[0118] Additionally or optionally, the electronic device (100) may also determine a focused activity period (A) (615) based on user input. In one embodiment, the focused activity period (A) (615) may be specified by the user.

[0119] In one embodiment, the electronic device (100) may provide a sixth user interface (771) that enables the designation of a period of intensive activity (A) (615). In one embodiment, the sixth user interface (771) may provide a list of courses including courses in which higher intensity activities will be conducted (e.g., a one-week course, a ten-day course, or a user-entered course), as in the example of 770 of FIG. 7d.

[0120] In this regard, the electronic device (100) may receive user input for the sixth user interface (771) (e.g., course list) and determine at least one of the courses corresponding to the user input as a focused activity period (A) (615).

[0121] Additionally or optionally, the electronic device (100) may enable changes to the determined intensive activity period (A) (615). In one embodiment, the electronic device (100) may provide a seventh user interface (781) when the intensive activity period (A) (615) is determined. In one embodiment, the seventh user interface (781) may include a menu (781-1) that enables changes to the intensive activity period (A) (615), such as the example of 780 in FIG. 7D .

[0122] In this regard, the electronic device (100) may receive user input for the seventh user interface (781) (e.g., menu (781-1)) and increase or decrease the determined intensive activity period (A) (615) based thereon.

[0123] As described above, the electronic device (100) according to one embodiment can dynamically adjust the activity concentration period (A) (615). In this regard, the electronic device (100) can provide a second activity guide (411) corresponding to the activity concentration period (A) (615). This will be described in more detail below.

[0124]

[0125] FIG. 8 is a drawing for explaining a second activity guide (411) of an electronic device (100) according to one embodiment.

[0126] Referring to FIG. 8, an electronic device (100) according to one embodiment can vary the activity level (or activity intensity) of a second activity guide (811) based on a focused activity period (A) (615).

[0127] According to an embodiment, the electronic device (100) may increase the amount of activity required to achieve a goal as the intensive activity period (A) (615) becomes shorter. In other words, the electronic device (100) may induce the user to perform a higher level of activity in the short term during the relatively short intensive activity period (A) (615). In one embodiment, the electronic device (100) may provide a second activity guide (811) that reduces the amount of activity for sleeping activities and increases the amount of activity for walking activities, as illustrated in the example of 810 of FIG. 8 .

[0128] According to an embodiment, the electronic device (100) may reduce the amount of activity required to achieve a goal as the period of intensive activity lengthens. In other words, the electronic device (100) may induce a lower level of activity to be performed in the short term during a relatively long period of intensive activity (A) (615) than during a relatively short period of intensive activity (A). In one embodiment, the electronic device (100) may provide a second activity guide (821) that increases the amount of activity for sleeping activities and decreases the amount of activity for walking activities, as illustrated in the example of 820 of FIG. 8 .

[0129] However, this is merely exemplary, and embodiments of the present disclosure are not limited thereto. For example, in one embodiment, the electronic device (100) may change (e.g., increase or decrease) the type (or number) of recommended activities based on the duration of focused activity. For example, the electronic device (100) may increase the number of recommended activities as the duration of focused activity shortens.

[0130]

[0131] FIG. 9 is a diagram for explaining a recommended activity determination operation of an electronic device (100) according to one embodiment.

[0132] Referring to FIG. 9, an electronic device (100) according to one embodiment may generate a first activity guide including activities (e.g., recommended activities) that a user should perform, as previously mentioned. In this regard, the electronic device (100) may determine at least one recommended activity based on a set target activity.

[0133] The electronic device (100) may, as part of an operation of determining at least one recommended activity, identify an activity category related to a set target activity among a plurality of activity categories. In one embodiment, the plurality of activity categories may include at least one of a first activity category (911) (e.g., a physical activity category), a second activity category (912) (e.g., a social activity category), a third activity category (913) (e.g., an emotional activity category), a fourth activity category (914) (e.g., an intellectual activity category), or a fifth activity category (915) (e.g., a spiritual activity category), as shown in the example of 910 of FIG. 9 . However, this is merely an example, and embodiments of the present disclosure are not limited thereto. For example, the plurality of activity categories may include categories different from the aforementioned activity categories.

[0134] In this regard, the electronic device (100) may determine at least one activity corresponding to an identified activity category among activities related to a plurality of health indicators as a recommended activity. In one embodiment, the plurality of health indicators may include at least one of sleep (921), physical activity (922), stress (923), blood pressure (924), blood sugar (925), food (926), weight (927), body composition (928), or water (929), as shown in the example of 920 of FIG. 9 . However, this is merely exemplary, and embodiments of the present disclosure are not limited thereto.

[0135] For example, when a target activity of 'body fat percentage 15%' is set, the electronic device (100) may determine that the target activity of 'body fat percentage 15%' corresponds to a first activity category (911) (e.g., physical activity category) and a third activity category (913) (e.g., emotional activity category). In this case, the electronic device (100) may determine, among a plurality of health indicators, an indicator corresponding to the first activity category (911) (e.g., at least one of sleep (921), physical activity (922), food (926), weight (927), or water (929)) and an indicator corresponding to the third activity category (913) (e.g., at least one of stress (923) or blood pressure (924)) as a recommended activity.

[0136] Similarly, when 'wedding' is set as a target activity, the electronic device (100) may determine that the target activity called wedding falls under a first activity category (911) (e.g., physical activity category), a second activity category (912) (e.g., social activity category), and a third activity category (913) (e.g., emotional activity category). In this case, the electronic device (100) may determine, among a plurality of health indicators, an indicator corresponding to the first activity category (911) (e.g., at least one of sleep (921), physical activity (922), food (926), weight (927), or water (929)), an indicator corresponding to the second activity category (912) (e.g., at least one of physical activity (922), stress (923), or food (926)), and an indicator corresponding to the third activity category (913) (e.g., at least one of stress (923) or blood pressure (924)) as recommended activities.

[0137] The above-described multiple activity categories, multiple health indicators, and actions for determining recommended activities are only one embodiment, and embodiments of the present disclosure are not limited thereto.

[0138]

[0139] FIG. 10A is a diagram illustrating an electronic device according to an embodiment. FIG. 10B is a diagram illustrating collaboration between an electronic device and an external device according to an embodiment.

[0140] Referring to FIG. 10A, an electronic device (1000) according to an embodiment may be configured with at least one processor (1011) (hereinafter referred to as processor (1011)), at least one input device (1012) (hereinafter referred to as input device (1012)), at least one memory (1013) (hereinafter referred to as memory (1013)), at least one sensor (1015) (hereinafter referred to as sensor (1015)), and at least one output device (1017) (hereinafter referred to as output device (1017)).

[0141] Depending on the embodiment, the electronic device (1000) may be implemented with more or fewer components than the aforementioned components. For example, the electronic device (1000) may correspond to the electronic device (100) illustrated in FIG. 1.

[0142] The input device (1012) may be configured to receive commands or data to be used in a component of the electronic device (1000) (e.g., a processor (1011)) from an external source (e.g., a user) of the electronic device (1000). In one embodiment, the input device (1012) may include a touch panel, a (digital) pen sensor, a key, or an ultrasonic input device.

[0143] The memory (1013) may store commands or data related to components of the electronic device (1000). In one embodiment, the memory (1000) may store programs, algorithms, routines, and instructions related to providing an activity guide. For example, the memory (1013) may correspond to the memory (120) illustrated in FIG. 1.

[0144] The sensor (1015) may be configured to collect information related to movement and / or positioning of the electronic device (1000). In one embodiment, the sensor (1015) may include at least one of a pedometer, an acceleration sensor, a gyro sensor, or a GPS sensor. Additionally or optionally, the sensor (1015) may also include a sensor (e.g., a barometric pressure sensor, a magnetic sensor, a grip sensor, a proximity sensor, a color sensor, an infrared (IR) sensor, a biometric sensor, a temperature sensor, a humidity sensor, or an illuminance sensor) configured to generate an electrical signal or data value corresponding to an operating state (e.g., power or temperature) within the electronic device (1000) or an external environmental state. For example, the sensor (1015) may correspond to the sensor (170) illustrated in FIG. 1.

[0145] The output device (1017) can provide various information related to the operation of the electronic device (1000).

[0146] In one embodiment, at least some of the various pieces of information may be related to providing an activity guide (e.g., a first activity guide (231) and / or a second activity guide (411)). In one embodiment, the output device (1017) may include a display configured to provide visual information (e.g., text, images, videos, icons, or symbols) to a user and receive user input (e.g., touch input). However, this is merely exemplary, and embodiments of the present disclosure are not limited thereto. Depending on the embodiment, the output device (1017) may also be configured to provide auditory information, tactile information, or a combination thereof. For example, the output device (1017) may correspond to the display (140) illustrated in FIG. 1.

[0147] The processor (1011) may be operatively connected to an input device (1012), a memory (1013), a sensor (1015), and an output device (1017), and may control various components (e.g., hardware or software components) of the electronic device (1000). For example, the processor (1011) may correspond to the processor (110) illustrated in FIG. 1.

[0148] In one embodiment, the processor (1011) may cause the electronic device (1000) to perform operations related to providing an activity guide, as described above with reference to FIGS. 2A to 9. In one embodiment, the operations related to providing an activity guide may include at least one of an operation of setting a goal to be achieved, an operation of generating a first activity guide (231), an operation of providing feedback, or an operation of providing a second activity guide (411).

[0149] Additionally or optionally, the electronic device (1000) may utilize an artificial intelligence model generated through machine learning when performing operations related to providing an activity guide. In this regard, the electronic device (1000) (e.g., memory (1013)) may store an artificial intelligence model (e.g., guide generation model (10131)) configured to provide a first activity guide (231) and a second activity guide (411). A more detailed description thereof will be provided with reference to FIG. 11 below.

[0150] According to an embodiment, the aforementioned electronic device (1000) may support collaboration with at least one external device (e.g., a wearable device) when performing operations related to providing an activity guide. According to an embodiment, collaboration with at least one external device may mean that at least a portion of the operation for setting a goal to be achieved is performed by the external device.

[0151] Additionally or optionally, collaboration with at least one external device may mean that at least part of the operation of generating the first activity guide (231) is performed by said at least external device.

[0152] Additionally or optionally, collaboration with at least one external device may mean that at least part of the operation of generating the first activity guide (231) is performed by said at least external device.

[0153] Additionally or optionally, collaboration with at least one external device may mean that at least part of the action of providing feedback is performed by said at least external device.

[0154] Additionally or optionally, collaboration with at least one external device may mean that at least a portion of the operation of providing the first activity guide (231) and / or the second activity guide (411) is performed by at least the external device. For example, the external device may output the first activity guide (231), as shown at 1020 in FIG. 10b. For example, the external device may output the second activity guide (411), as shown at 1030 in FIG. 10b.

[0155] In this regard, at least some of the components of the aforementioned electronic device (1000) (e.g., sensor (1015) and / or output device (1017)) may be provided in at least one external device.

[0156]

[0157] FIG. 11 is a diagram illustrating the configuration of a guide generation model (10131) according to one embodiment.

[0158] The guide generation model (10131) according to one embodiment may be an artificial intelligence model generated through machine learning. In one embodiment, the artificial intelligence model may include a large language model, a large multi-modal model, and / or a large vision model, and may also include various other models.

[0159] According to one embodiment, the guide generation model (10131) may include a plurality of artificial neural network layers. The artificial neural network may be one of 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), a bidirectional recurrent deep neural network (BRDNN), deep Q-networks, a transformer network, or a combination of two or more thereof, but the embodiments of the present disclosure are not limited thereto. In one embodiment, the guide generation model (10131) may additionally or alternatively include a hardware structure in addition to a software structure. This will be described in more detail below. In addition, the operation of the guide generation model (10131) described below may also refer to the operation described above with reference to FIGS. 2A to 9.

[0160] Referring to FIG. 11, a guide generation model (10131) according to an embodiment may include a data extraction model (1111), a first activity guide generation model (1113), an activity analysis model (1115), and a second activity guide generation model (1117). Depending on the embodiment, at least one of the aforementioned components (e.g., the second activity guide generation model (1117)) may be integrated with another component (e.g., the first activity guide generation model (1113)). Depending on the embodiment, components other than the aforementioned components may be included in the guide generation model (10131). For example, the guide generation model (10131) may further include a feedback model for providing feedback corresponding to a user's input (e.g., feedback inquiring about normal input for at least one of a target activity, a guide period, or a target balance specified by the user).

[0161] The data extraction model (1111) can identify a recommended activity (1103) based on a guide schedule (1101) and a target activity (1102). In one embodiment, the data extraction model (1111) can receive the guide schedule (1101) and the target activity (1102) as inputs, and output at least one of the activities related to a health indicator as a recommended activity (1103). In one embodiment, the data extraction model (1111) can identify an activity category related to the target activity (1102) among a plurality of activity categories. In addition, the data extraction model (1111) can determine at least one activity corresponding to the identified activity category among the activities related to a plurality of health indicators as a recommended activity (1103).

[0162] The first activity guide generation model (1113) can generate a first activity guide (1105). In one embodiment, the first activity guide generation model (1113) can receive recommended activities (1103) and user information (1104) (e.g., user profile information) as inputs, and output the first activity guide (1105). In one embodiment, the first activity guide generation model (1113) can determine a target value that a user can achieve based on the recommended activities (1103) and user information (1104). In addition, the first activity guide generation model (1113) can also determine a level (e.g., recommended activity amount) of the recommended activities (1103) required to achieve the determined target value.

[0163] The activity analysis model (1115) can identify a user's activity. In one embodiment, the activity analysis model (1115) can receive sensor information (1106) as input and output activity status information (1107).

[0164] The second activity guide generation model (1117) can generate a second activity guide (1109). In one embodiment, the second activity guide generation model (1117) can receive the first activity guide (1105) and activity status information (1107) as inputs and output the second activity guide (1109). In one embodiment, the second activity guide generation model (1117) can calculate an activity score for a user's activity. In one embodiment, the second activity guide generation model (1117) can predict the possibility of achieving a specified goal based on the activity score. In one embodiment, the second activity guide generation model (1117) can output the second activity guide (1109) based on a prediction that the goal will not be achieved.

[0165]

[0166] An electronic device (100) according to one embodiment may include at least one sensor (170), a memory (130), and at least one processor (110) electrically connected to the at least one sensor (170) and the memory (130). In one embodiment, the memory (130) stores at least one command, which when individually or collectively executed by the at least one processor (110), causes the electronic device (100) to: identify a health goal including a target date and a target activity based on a user input; provide a first activity guide (231) of the user required until a first time point (603) (e.g., a time point of goal achievement (603)) corresponding to the target date is reached based on the stored user information and the goal; monitor the activity of the user based on data acquired through the at least one sensor (170) after providing the first activity guide (231); and, based on the activity of the user, identify a second time point (605) (e.g., a time point of achievement failure prediction (605)) at which a second activity guide (411) having an activity intensity higher than that of the first activity guide (231) is provided; and, when the second time point (605) is identified, provide a second activity guide (411) having an activity intensity higher than that of the first activity guide (231) and, prior to the first time point (603), It may be set to provide the second activity guide (411) until the third time point (607) (e.g., the activity concentration end time point (607)) (or from the second time point to the third time point).

[0167] In one embodiment, the first activity guide may include at least one sub-activity. In one embodiment, the at least one command, when individually or collectively executed by the at least one processor (110), may be configured to cause the electronic device (100) to: calculate an activity score for the at least one sub-activity through the monitoring, and determine the third time point (607) based on the activity score.

[0168] In one embodiment, the electronic device (100) may further include a display (140). In one embodiment, the at least one command, when individually or collectively executed by the at least one processor (110), may be configured to cause the electronic device (100) to: output the second time point (605) through the display (140), and change the determined third time point to a fourth time point based on a user input to the display (140).

[0169] In one embodiment, the at least one instruction, when individually or collectively executed by the at least one processor (110), may be configured to cause the electronic device (100) to: provide the first activity guide (231) after the third time point (607).

[0170] In one embodiment, the at least one instruction, when individually or collectively executed by the at least one processor (110), may be configured to cause the electronic device (100) to: identify a time point when the user's activity does not satisfy the specified condition as the second time point (605).

[0171] In one embodiment, the first activity guide (231) may include a plurality of sub-activities. In one embodiment, the at least one command, when individually or collectively executed by the at least one processor (110), may be configured to cause the electronic device (100) to: select some of the plurality of sub-activities, and provide the second activity guide (411) with activity intensities adjusted for the selected some of the sub-activities.

[0172] In one embodiment, the first activity guide (231) may include a plurality of sub-activities. In one embodiment, the at least one command, when individually or collectively executed by the at least one processor (110), may be configured to cause the electronic device (100) to: provide the second activity guide (411) for another sub-activity different from the plurality of sub-activities.

[0173] In one embodiment, the first activity guide (231) may include a plurality of sub-activities. In one embodiment, the at least one command, when individually or collectively executed by the at least one processor (110), may be configured to cause the electronic device (100) to: provide the second activity guide (411) to a sub-activity preferred by the user among the plurality of sub-activities.

[0174] In one embodiment, the at least one instruction, when individually or collectively executed by the at least one processor (110), may be configured to cause the electronic device (100) to: check a time interval between the first time point (603) and the third time point (607), and if the time interval is within a specified range, provide the second activity guide (411) in a first manner, and if the time interval is outside the specified range, provide the second activity guide (411) in a second manner different from the first manner.

[0175] In one embodiment, the electronic device (100) may further include a display (140). In one embodiment, the at least one command, when individually or collectively executed by the at least one processor (110), may be configured to cause the electronic device (100) to: provide the first activity guide (231) and the second activity guide (411) through the display (140).

[0176]

[0177] According to one embodiment, a computer-readable storage medium, when executed by a processor (110) of an electronic device (100), causes the electronic device (100) to: identify a health goal including a target date and a target activity based on a user input; provide a first activity guide (231) of a user required until a first time point (603) (e.g., a time point of goal achievement (603)) corresponding to the target date is reached based on stored user information and the goal; monitor an activity of the user based on data acquired through at least one sensor (170) of the electronic device (100) after providing the first activity guide (231); and, based on the activity of the user, identify a second time point (605) (e.g., a time point of achievement failure prediction (605)) at which a second activity guide (411) having an activity intensity higher than that of the first activity guide (231) is provided; and, when the second time point (605) is identified, provide a third time point (605) preceding the first time point (603). Instructions for providing the second activity guide (411) can be stored until the point in time (607) (e.g., the activity concentration end point (607)) (or from the second point in time to the third point in time).

[0178]

[0179] FIG. 12 is a flowchart illustrating the operation of an electronic device (100) according to an embodiment. While the operations in the following embodiments may be performed sequentially, they are not necessarily performed sequentially. For example, the order of the operations may be changed, and at least two operations may be performed in parallel. Furthermore, at least one of the aforementioned operations may be omitted depending on the embodiment. According to an embodiment, operations 1210 to 1240 may be understood to be performed by the processor (110) of the electronic device (100).

[0180] Referring to FIG. 12, an electronic device (100) according to an embodiment may identify a goal including a target activity and a guide schedule (or target date) in operation 1210. In an embodiment, the electronic device (100) may provide a first user interface (211) that enables designation (or input, or selection) of the target activity. In addition, the electronic device (100) may provide a second user interface (213) that enables designation of the guide schedule. In an embodiment, the electronic device (100) may identify the target activity based on a user input to the first user interface (211). In an embodiment, the electronic device (100) may identify the guide schedule based on a user input to the second user interface (213).

[0181] In one embodiment, the electronic device (100) may, at operation 1220, provide a first activity guide (231) required until a first point in time (e.g., a target date) arrives based on stored user information (e.g., user profile information (e.g., gender, height, weight, or age)) and an identified goal. In one embodiment, the first activity guide (231) may include recommended activities that the user should perform consistently every day until the target date. In one embodiment, the first activity guide (231) may include a first level (or intensity) of activity (and / or amount of activity) required to achieve the goal.

[0182] According to one embodiment, the electronic device (100) may monitor a user's activity after providing a first activity guide (213) in operation 1230. In one embodiment, the monitored activity may be a user's activity performed while (or after) the first activity guide (231) is provided.

[0183] An electronic device (100) according to one embodiment may, in operation 1240, provide a second activity guide (411) of a user required until a second time point arrives prior to the first time point. In one embodiment, the second activity guide (411) may include a second level (or intensity) of activity (and / or amount of activity) required to achieve a goal.

[0184]

[0185] FIG. 13 is a flowchart illustrating an operation of providing a second activity guide of an electronic device (100) according to an embodiment. The operations of FIG. 13 described below may represent an embodiment of operation 1240 of FIG. 12 . In addition, the operations in the following embodiments may be performed sequentially, but are not necessarily performed sequentially. For example, the order of the operations may be changed, and at least two operations may be performed in parallel. In addition, at least one of the above-described operations may be omitted depending on the embodiment. According to an embodiment, operations 1310 to 1340 may be understood to be performed by the processor (110) of the electronic device (100).

[0186] Referring to FIG. 13, an electronic device (100) according to an embodiment may calculate a time interval between a first time point and a second time point in operation 1310. In an embodiment, the first time point may be a time point (603) at which goal achievement must be completed. In an embodiment, the second time point may be a time point at which a second level of activity ends (e.g., the end of an activity concentration period (A) (615)) (607).

[0187] An electronic device (100) according to one embodiment may determine, in operation 1320, whether a time interval is included within a specified range.

[0188] According to one embodiment, the electronic device (100) may, at operation 1330, provide a second activity guide (411) in the first manner if the time interval falls within a specified range. In one embodiment, a situation in which the time interval falls within the specified range may be a situation in which the time at which the goal must be achieved is imminent. In this regard, the electronic device (100) may provide a second activity guide (411) in the first manner (e.g., reflecting a first color) to provide stronger motivation.

[0189] In one embodiment, the electronic device (100) may, in operation 1340, provide a second activity guide (411) in a second manner if the time interval is not within the specified range. In one embodiment, a situation in which the time interval is not within the specified range may be a situation in which a predetermined amount of time remains until the goal must be achieved. In this regard, the electronic device (100) may provide the second activity guide (411) in a second manner (e.g., reflecting a second color) to provide a weaker motivation.

[0190]

[0191] FIG. 14 is a flowchart illustrating an operation of providing a second activity guide of an electronic device (100) according to an embodiment. FIG. 15 is a diagram for explaining a third activity guide according to an embodiment. The operations of FIG. 14 described below may represent an embodiment of operation 1240 of FIG. 12. In addition, the operations in the following embodiments may be performed sequentially, but are not necessarily performed sequentially. For example, the order of the operations may be changed, and at least two operations may be performed in parallel. In addition, at least one of the above-described operations may be omitted depending on the embodiment. According to an embodiment, operations 1410 to 1430 may be understood to be performed by the processor (110) of the electronic device (100).

[0192] Referring to FIG. 14, an electronic device (100) according to an embodiment may, in operation 1410, identify at least one sub-activity included in a second activity guide (411). In an embodiment, the at least one sub-activity may be at least one of a plurality of recommended activities included in the second activity guide.

[0193] An electronic device (100) according to one embodiment may determine, in operation 1420, whether a user activity corresponding to at least one sub-activity is detected.

[0194] According to an embodiment, at least one sub-activity may be a sleep activity. In this regard, the electronic device (100) may determine whether the user's sleep state is detected. In one embodiment, the electronic device (100) may determine the sleep state based on information collected from the sensor (170). In one embodiment, the electronic device (100) may determine at least the sleep state and / or the wake state based on the user's movement (e.g., acceleration) and biometric information (e.g., inter-beat interval of heartbeat).

[0195] According to an embodiment, at least one sub-activity may be weight control. In this regard, the electronic device (100) may determine whether the user's eating state is detected. In one embodiment, the electronic device (100) may acquire an image related to food consumed by the user (e.g., captured by a camera of the electronic device (100) (e.g., an image sensor (150)) or received from an external device (e.g., a wearable device that is connected to the electronic device (100) through communication). In addition, the electronic device (100) may analyze the image related to food to determine the user's eating state (e.g., meal preparation completion state or expected intake amount).

[0196] An electronic device (100) according to one embodiment may provide a third activity guide when a user activity corresponding to at least one sub-activity is detected. In one embodiment, the third activity guide may recommend an activity corresponding to the user's status.

[0197] According to an embodiment, if at least one sub-activity is a sleep activity, the electronic device (100) may provide at least a third activity guide related to the sleep activity (e.g., maintain sleep for more than 8 hours to achieve the goal) (1511) at the time when the user's sleep state is detected, as in the example of 1510 of FIG. 15.

[0198] According to an embodiment, if at least one sub-activity is weight control, the electronic device (100) may provide a third activity guide related to weight control (e.g., eat low-calorie food to achieve the goal) (1521) at the time when the user's eating state is detected, as in the example of 1520 of FIG. 15.

[0199]

[0200] FIG. 16 is a drawing illustrating an activity guide operation of an electronic device (100) according to one embodiment.

[0201] Referring to FIG. 16, an electronic device (100) according to an embodiment may provide information (e.g., "Please enter a goal") that induces goal setting, as illustrated in 1610. In this regard, the electronic device (100) may recognize a user's speech to identify the goal. Additionally or optionally, the electronic device (100) according to an embodiment may provide the user with speech recognition results and receive a response thereto.

[0202] In one embodiment, the electronic device (100) may provide a first activity guide, as in embodiment 1620, when receiving a user's response to the speech recognition result (e.g., receiving a positive response to the recognition result). In one embodiment, the electronic device (100) may provide guide information in text format indicating the need for sleep activity, food activity, and water replenishment activity, and may provide the required amount of activity (e.g., amount of sleep, amount of drink intake, amount of water intake) through a graphic object.

[0203] According to an embodiment, the electronic device (100) may, after providing the first activity guide, provide a second activity guide if it determines that a more intense activity is necessary, as in the example of 1630. According to an embodiment, after providing the second activity guide, if it determines that there is a possibility of achieving the goal, the electronic device (100) may resume providing the first activity guide, as in the example of 1640.

[0204] According to an embodiment, if the electronic device (100) determines that there is difficulty in achieving the goal even after providing the second activity guide, it may provide an additional activity guide with a higher intensity than the second activity guide.

[0205]

[0206] According to an embodiment, a method of operating an electronic device (100) includes: an operation of identifying a health goal including a target date and a target activity based on a user input; an operation of providing a first activity guide (231) of a user required until a first time point (603) (603) (e.g., a time point of goal achievement (603)) corresponding to the target date based on stored user information and the goal arrives; an operation of monitoring an activity of the user based on data acquired through a sensor (170) of the electronic device (100) after providing the first activity guide (231); an operation of confirming a second time point (605) (e.g., a time point of achievement failure prediction (605)) at which a second activity guide (411) having an activity intensity higher than that of the first activity guide (231) is provided based on the activity of the user; And when the second time point (605) is confirmed, it may include an operation of providing the second activity guide (411) until the third time point (607) (e.g., the activity concentration end time point (607)) prior to the first time point (603).

[0207] In one embodiment, the first activity guide (231) may include at least one sub-activity. In one embodiment, the operating method of the electronic device (100) may include an operation of calculating an activity score for the at least one sub-activity through the monitoring and an operation of determining the third time point (607) based on the activity score.

[0208] In one embodiment, the operating method of the electronic device (100) may include an operation of outputting the second point of view (605) through a display (140) of the electronic device (100) and an operation of changing the determined third point of view (607) to a fourth point of view based on a user input to the display (140).

[0209] In one embodiment, the method of operating the electronic device (100) may include an operation of providing the first activity guide (231) after the third time point (607).

[0210] In one embodiment, the operating method of the electronic device (100) may include an operation of confirming a point in time when the user's activity does not satisfy the specified condition as the second point in time (605).

[0211] In one embodiment, the first activity guide (231) may include a plurality of sub-activities. In one embodiment, the operating method of the electronic device (100) may include an operation of selecting some of the plurality of sub-activities and an operation of providing the second activity guide (411) with activity intensities adjusted for the selected some of the sub-activities.

[0212] In one embodiment, the first activity guide (231) may include a plurality of sub-activities. In one embodiment, the operating method of the electronic device (100) may include an operation of providing the second activity guide (411) for a different sub-activity than the plurality of sub-activities.

[0213] In one embodiment, the first activity guide (231) may include a plurality of sub-activities. In one embodiment, the operating method of the electronic device (100) may include an operation of providing the second activity guide (411) to a sub-activity preferred by the user among the plurality of sub-activities.

[0214] In one embodiment, the operating method of the electronic device (100) may include an operation of checking a time interval between the first time point (603) and the third time point (607), an operation of providing the second activity guide (411) in a first manner if the time interval is within a specified range, and an operation of providing the second activity guide (411) in a second manner different from the first manner if the time interval is outside the specified range.

[0215] In one embodiment, the operating method of the electronic device (100) may include an operation of providing the first activity guide (231) and the second activity guide (411) through a display (140) of the electronic device (100).

Claims

1. In an electronic device (100), At least one sensor (170); memory (130); and At least one processor (110) electrically connected to at least one sensor (170) and the memory (130), The memory (130) stores at least one instruction, which when individually or collectively executed by the at least one processor (110), causes the electronic device (100) to: Based on user input, identify health goals, including target dates and target activities; Based on the stored user information and the health goal, the first activity guide (231) of the user required until the first time point (603) corresponding to the target date is provided, After providing the above first activity guide (231), the user's activity is monitored based on the data acquired through the at least one sensor (170), Based on the activity of the user, a second time point (605) is identified at which a second activity guide (411) having a higher activity intensity than the first activity guide (231) is provided, An electronic device set to provide the second activity guide (411) until the third time point (607) prior to the first time point (603) when the second time point (605) is confirmed.

2. In paragraph 1, The above first activity guide includes at least one sub-activity, The at least one instruction, when individually or collectively executed by the at least one processor (110), causes the electronic device (100) to: Based on the above monitoring, an activity score is calculated for at least one sub-activity, An electronic device set to determine the third point in time (607) based on the above activity score.

3. In paragraph 2, It further includes a display (140), The at least one instruction, when individually or collectively executed by the at least one processor (110), causes the electronic device (100) to: The above second point (605) is output through the display (140), An electronic device set to change the determined third point of view (607) to a fourth point of view based on user input to the above display (140).

4. In paragraph 1, The at least one instruction, when individually or collectively executed by the at least one processor (110), causes the electronic device (100) to: An electronic device set to provide the first activity guide (231) after the third point in time (607).

5. In paragraph 1, The at least one instruction, when individually or collectively executed by the at least one processor (110), causes the electronic device (100) to: An electronic device set to identify a point in time when the user's activity does not satisfy a specified condition as the second point in time (605).

6. In paragraph 1, The above first activity guide (231) includes multiple sub-activities, The at least one instruction, when individually or collectively executed by the at least one processor (110), causes the electronic device (100) to: Select some of the above multiple sub-activities, An electronic device configured to provide the second activity guide (411) that adjusts the activity intensity for the selected sub-activities.

7. In paragraph 1, The above first activity guide (231) includes multiple sub-activities, The at least one instruction, when individually or collectively executed by the at least one processor (110), causes the electronic device (100) to: An electronic device configured to provide the second activity guide (411) for a different sub-activity from the above plurality of sub-activities.

8. In paragraph 1, The above first activity guide (231) includes multiple sub-activities, The at least one instruction, when individually or collectively executed by the at least one processor (110), causes the electronic device (100) to: An electronic device configured to provide the second activity guide (411) to a sub-activity preferred by the user among the plurality of sub-activities.

9. In paragraph 1, The at least one instruction, when individually or collectively executed by the at least one processor (110), causes the electronic device (100) to: Check the time interval between the first time point (603) and the third time point (607), If the above time interval is included in the specified range, the second activity guide (411) is provided in the first manner, An electronic device set to provide the second activity guide (411) in a second manner different from the first manner when the above time interval is outside the specified range.

10. In any one of paragraphs 1 to 9, It further includes a display (140), The at least one instruction, when individually or collectively executed by the at least one processor (110), causes the electronic device (100) to: An electronic device set to provide the first activity guide (231) and the second activity guide (411) through the display (140).

11. In the operating method of an electronic device (100), Actions that identify health goals, including target dates and target activities, based on user input; An action of providing a first activity guide (231) for the user required until a first point in time (603) corresponding to the target date arrives based on the stored user information and the health goal; An action of monitoring the user's activity based on data acquired through the sensor (170) of the electronic device (100) after providing the first activity guide; An operation of identifying a second time point (605) at which a second activity guide (411) having a higher activity intensity than the first activity guide (231) is provided based on the activity of the user; and A method including an operation of providing a second activity guide (411) required up to a third time point (607) prior to the first time point (603) when the second time point (605) is confirmed.

12. In paragraph 11, The above first activity guide (231) includes at least one sub-activity, An operation of calculating an activity score for at least one sub-activity through the above monitoring; and A method comprising an action of determining the third point in time (607) based on the above activity score.

13. In paragraph 12, An operation of outputting the second point (605) through the display (140) of the electronic device (100); and A method including an action of changing the determined third point of view (607) to a fourth point of view based on a user input to the above display (140).

14. In paragraph 11, A method including an action of providing the first activity guide (231) after the third point in time (607).

15. In paragraph 11, A method including an action of confirming a point in time when the user's activity does not satisfy a specified condition as the second point in time (605).

Images