A system for proposing exercise performance schedules, and a method for proposing exercise performance schedules.
Patent Information
- Application Number
- JP2026059320
- Authority / Receiving Office
- JP · JP
- Patent Type
- Applications
- Current Assignee / Owner
- Priority Date
- 2025-03-31
- Filing Date
- 2026-03-31
- Publication Date
- 2026-10-14
AI Technical Summary
【0008】 本発明の一態様によれば、利用者が海外渡航による疲労の軽減、時差ボケ症状の軽減、感染症対策、トレーニング実施のための行動および行動の実行タイミングを含む行動スケジュールを提案することで、運動パフォーマンスをより高い状態に維持させることができる。
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Figure 2026167662000001_ABST
Abstract
Description
TECHNICAL FIELD
[0001] The present invention relates to a schedule proposal system for maintaining athletic performance, and a schedule proposal method for maintaining athletic performance.
BACKGROUND ART
[0002] Techniques for proposing a user's action schedule are known. This type of technique is known from, for example, Patent Documents 1, 2, and 3. The presentation device described in Patent Document 1 includes a receiving unit that receives information about a user, and a presentation unit that presents necessary information in chronological order based on the information received by the receiving unit. Further, Patent Document 1 describes outputting advice related to sleep and the timing for executing the advice in chronological order based on the user's action schedule. The information presentation device described in Patent Document 2 presents information related to sleep to the user based on a time difference. The schedule proposal system described in Patent Document 3 includes a correlation data storage unit that stores, for each piece of physical information, correlation data between the time of a daily event affecting sleep status relative to a sleep time and the sleep status, a recommended time recognition unit that recognizes a recommended time recommended for improving the sleep status regarding the daily event based on the correlation data corresponding to the user's physical information and the sleep time, and a schedule determination unit that determines a recommended schedule based on the recommended time and the sleep time. This schedule proposal system proposes a schedule that allows the user to improve their sleep status without stress.
PRIOR ART DOCUMENTS
PATENT DOCUMENTS
[0003]
PATENT DOCUMENT 1
PATENT DOCUMENT 2
PATENT DOCUMENT 3
[0004] The technologies described in the aforementioned patent documents primarily focus on improving sleep. Patent documents 1 and 3 describe sleep improvement. Patent document 2 describes the alleviation of jet lag symptoms. However, even if the technologies described in Patent Documents 1, 2, and 3 are applied to conditioning specific to athletes that requires measures against fatigue, jet lag, infectious diseases, and adjustments to training schedules associated with overseas travel (including travel involving country changes, time zone changes, or long-distance vehicle travel, or a combination thereof), it may not be possible to propose an activity schedule that meets the needs of sports athletes.
[0005] The present invention has been made in view of the above problems, and aims to provide a schedule proposal system and method for proposing a schedule for maintaining exercise performance that can enable users such as sports athletes to achieve higher exercise performance (maintain or improve exercise performance) by proposing an action schedule that includes actions and timing for conducting training, which can reduce fatigue caused by overseas travel, alleviate jet lag symptoms, prevent infectious diseases, and perform training. [Means for solving the problem]
[0006] (1) One aspect of the present invention is an exercise performance maintenance schedule proposal system that proposes a schedule for maintaining the exercise performance of a user while traveling, comprising: a flight schedule acquisition unit that acquires flight schedule information including departure date and time information, arrival date and time information, departure location information, and destination information of the flight used by the user for travel from the user's terminal device; a date and time information acquisition unit that acquires information including the start date and end date of the user's condition adjustment for overseas travel from the user's terminal device; a time difference information acquisition unit that acquires time difference information during the user's overseas travel from the user's terminal device; an attribute information acquisition unit that acquires attribute information including the user's habitual sleep schedule before the start of the adjustment; and an information creation unit that creates behavior schedule information including at least the user's behavior including sleep and the timing of the execution of the behavior based on the information acquired by the flight schedule acquisition unit, the date and time information acquisition unit, the time difference information acquisition unit, and the attribute information acquisition unit. The system comprises: a transmission unit that transmits the activity schedule information created by the system to the user's terminal device, the information creation unit comprising: an adjustment direction calculation unit that calculates and determines whether to shift the sleep time in the forward or backward direction based on the date and time information acquired by the date and time information acquisition unit, the time difference information acquired by the time difference information acquisition unit, and the flight schedule information acquired from the flight schedule acquisition unit; a sleep schedule calculation unit that sets the sleep time after travel as the sleep time in the habitual sleep schedule and generates a sleep schedule that gradually shifts the sleep time in the adjustment direction determined by the adjustment direction calculation unit during the period from the adjustment start date to the departure date of the flight; and a minimum body temperature time calculation unit that displaces the core body temperature fluctuation pattern stored in advance in the memory device to match the sleep time shifted in the adjustment direction, and calculates the minimum core body temperature time for each day based on the displaced fluctuation pattern.
[0007] (2) One aspect of the present invention is a schedule suggestion system that proposes a schedule for maintaining a user's exercise performance during travel, comprising the steps of: obtaining flight schedule information from the user's terminal device, including departure date and time information, arrival date and time information, departure location information, and destination information of the flight the user will use for travel; obtaining information from the user's terminal device, including the start date and departure date of the user's preparation for overseas travel; obtaining time difference information during the user's overseas travel from the user's terminal device; obtaining attribute information, including the user's habitual sleep schedule before the start of the preparation; and creating an action schedule information, including at least the user's actions, including sleep, and the timing of the execution of the actions, based on the obtained information. A method for proposing a schedule for maintaining exercise performance, comprising the steps of: transmitting the aforementioned activity schedule information to the user's terminal device, wherein the step of creating the activity schedule information includes: calculating and determining whether to shift the sleep time in either an advance or a backward adjustment direction based on the time difference information; setting the sleep time after travel as the sleep time in the habitual sleep schedule, and generating a sleep schedule that gradually shifts the sleep time in the adjustment direction during the period from the adjustment start date to the flight departure date; and displacing the core body temperature fluctuation pattern stored in advance in the memory device to match the sleep time shifted in the adjustment direction, and calculating the lowest time of core body temperature for each day based on the displaced fluctuation pattern. [Effects of the Invention]
[0008] According to one aspect of the present invention, by proposing an action schedule that includes actions and timing for carrying out training, which helps users maintain a higher level of athletic performance, it is possible to reduce fatigue caused by overseas travel, alleviate jet lag symptoms, take measures against infectious diseases, and carry out training. [Brief explanation of the drawing]
[0009] [Figure 1]This is a block diagram showing an example of a schedule suggestion system 100 of an embodiment. [Figure 2] This diagram shows the flow of how an individual user uses the schedule suggestion system 100 in this embodiment. [Figure 3] This diagram shows the flow of movement when an individual or group of users moves according to the instructions of the administrator in the embodiment. [Figure 4] A flowchart showing an example of the processing procedure of the schedule proposal system 100 in the embodiment. [Figure 5] This is a block diagram showing an example of the functions of the information creation unit 120 in the embodiment. [Figure 6] (A) is an example of a schedule for day 1, and (B) is an example of a schedule for day 2. [Figure 7] This figure shows an example of a home screen for a user to use the schedule suggestion system 100 in the embodiment. [Figure 8] This figure shows an example of a screen for a user to input attribute setting information in an embodiment. [Figure 9] This figure shows an example of a schedule list screen in the embodiment. [Figure 10] This figure shows an example of the input screen for new expedition information in the embodiment. [Figure 11] This figure shows an example of a schedule screen in the embodiment. [Figure 12] This figure shows an example of a schedule screen in the embodiment. [Figure 13] This figure shows an example of a schedule screen in the embodiment. [Figure 14] This figure shows an example of a schedule screen in the embodiment. [Figure 15] This figure shows an example of a schedule screen in the embodiment. [Modes for carrying out the invention]
[0010] Hereinafter, a schedule proposal system for maintaining athletic performance and a schedule proposal method for maintaining athletic performance to which the present invention is applied will be described with reference to the drawings.
[0011] <Overview of Embodiment> Figure 1 is a block diagram illustrating an example of a schedule proposal system 100 according to an embodiment. The schedule proposal system 100 according to the embodiment is a schedule proposal system for maintaining athletic performance that creates action schedule information including actions and action execution timings for at least one of reduction of fatigue caused by overseas travel, alleviation of jet lag symptoms, and infectious disease countermeasures based on the user's flight schedule information and attribute information, and proposes the action schedule information capable of maintaining athletic performance at a higher state to the user. Athletic performance often deteriorates due to reduced physical condition during overseas travel. In response to this, according to the schedule proposal system 100, the expected deterioration of the user's physical condition can be prevented, and even if the user's physical condition deteriorates, the deterioration can be alleviated or recovered, and as a result, the athletic performance after overseas travel can be maintained at a higher state. Further, the user in the present embodiment is a sports athlete who travels overseas and is required to demonstrate maximum athletic performance on the date of the competition at the travel destination, or related staff thereof. Athletic performance refers to behavioral ability in exercise, including at least one element among muscle strength, endurance, speed, agility, coordination, skill, accuracy, and stability of mental strength.
[0012] The schedule proposal system 100 proposes, for example, sleep duration during the user's overseas travel, jet lag countermeasures, fatigue countermeasures during travel, infectious disease countermeasures, training schedule adjustment, and the like. In particular, the schedule proposal system 100 proposes an action schedule including actions related to conditioning for athletes to demonstrate good performance after overseas travel and execution timings of the actions. Furthermore, the schedule suggestion system 100 can also suggest to the user information on infectious diseases in the destination country, infection prevention information indicating actions to take for infection prevention measures on board the aircraft and at the destination country, and pre-travel infection prevention schedule information including preparations for infection prevention measures before travel and the timing of carrying out those preparations. Furthermore, the schedule suggestion system 100 can also suggest training schedule information to the user, including training from before departure until the day of the match, and the timing of when the training will be performed. The schedule suggestion system 100 can contribute to maintaining athletes' athletic performance at a higher level by providing users such as athletes with activity schedules, infection prevention schedules, and training schedules. The following provides a detailed explanation of this schedule proposal system 100.
[0013] <Configuration of Schedule Proposal System 100> The schedule suggestion system 100 is connected, for example, to one or more mobile terminal devices 200A, 200B (hereinafter collectively referred to as "mobile terminal device 200") via a communication network. The schedule suggestion system 100 and the mobile terminal device 200 are equipped with communication interfaces such as NICs (Network Interface Cards) and wireless communication modules (not shown in Figure 1). The communication network includes, for example, the Internet, WANs (Wide Area Networks), LANs (Local Area Networks), and cellular networks.
[0014] Mobile terminal device 200A is an information processing device such as a smartphone held by the team administrator. Mobile terminal device 200B is an information processing device such as a smartphone held by a team member. Mobile terminal device 200 may be a stationary personal computer, a notebook computer, or a tablet device. The athlete user can be either the team administrator or a team member.
[0015] The mobile terminal device 200 includes, for example, a user interface, a memory unit, a GPS processing unit, and a processor. The mobile terminal device 200 launches a User Agent (UA), such as a browser or an application program. The UA is, for example, an application for communicating with the schedule suggestion system 100.
[0016] The schedule proposal system 100 is an information processing device that performs various processes in response to requests received from a mobile terminal device 200. The schedule proposal system 100 includes, for example, an acquisition unit 110, an information creation unit 120, and a transmission unit 130. The schedule proposal system 100 may be located on the cloud, or it may be implemented by one or more computers reading and executing a program. The schedule proposal system 100 includes memory and a processor. The memory stores instructions when they are executed by the processor. The processor is a CPU (Central Processing Unit). The processor may also be an MPU (Microprocessing Unit), GPU (Graphics Processing Unit), NPU (Neural Network Processing Unit), TPU (Tensor Processing Unit), AI accelerator, ASIC for Tensor processing, etc. The processor reads programs and various data from a drive via memory and performs calculations to execute instructions stored in one or more memories.
[0017] The acquisition unit 110 functions as a flight schedule acquisition unit, a date and time information acquisition unit, a time difference information acquisition unit, and an attribute information acquisition unit, acquiring various types of information from the mobile terminal device 200 or an external device. The acquisition unit 110 acquires flight schedule information and attribute information. Flight schedule information includes departure date and time information, arrival date and time information, departure location information, and destination information for the flights used by the user for travel. Attribute information includes physical characteristics such as the user's habitual sleep schedule and time orientation (chronotype). Date and time information includes the start and end dates and times of the user's condition adjustments during overseas travel. Time difference information is the time difference information during the user's overseas travel, indicating the time difference between the departure location and the arrival location.
[0018] The information creation unit 120 creates activity schedule information, which includes at least the user's activities, including sleep, and the timing of when those activities are performed, based on the information obtained by the flight schedule acquisition unit, the date and time information acquisition unit, the time difference information acquisition unit, and the attribute information acquisition unit. The information creation unit 120 may create action schedule information, including actions and timing for performing at least one of the following: reducing fatigue from overseas travel, reducing jet lag symptoms, or taking precautions against infectious diseases, based on the flight schedule information acquired by the acquisition unit 110. Actions to reduce fatigue from overseas travel and actions to reduce jet lag symptoms include, for example, sleep, exercise, eating, caffeine intake, and sunbathing. Actions to prevent infectious diseases include information on infectious diseases in the destination country, preparation of infection prevention measures before travel (preparation of vaccinations, insect repellent sprays, etc.), hand washing and hand sanitizing during travel, and caution regarding food and water. The action schedule information includes information on the time periods in which actions are recommended. Note that during travel, this includes time spent on the aircraft and time spent at the destination country.
[0019] The following is an example of the specific processing flow in the exercise performance maintenance schedule proposal system according to this embodiment. First, the user inputs information regarding the period for which exercise performance should be maintained and travel plans to the exercise performance maintenance schedule suggestion system via the acquisition unit 110. For example, the user inputs date and time information such as the adjustment start date to be March 30th (Japan time), departure date and time to be April 2nd (Japan time), arrival date and time to be April 2nd (Los Angeles time), and adjustment end date to be April 6th (Los Angeles time), as well as flight schedule information. In addition to this, the user inputs their own attribute information, including their sleep schedule, which includes their habitual bedtime and wake-up time. Next, the information creation unit 120 calculates the time difference information from the date and time information and the flight schedule information. Furthermore, using the input habitual sleep schedule as a starting point, it mechanically calculates how to adjust the sleep schedule by a predetermined amount of time each day during the pre-departure adjustment period from March 30th to April 2nd. After arrival, it also sets the system to maintain the habitual sleep schedule in local time. The direction of the circadian rhythm adjustment (phase advance or regression) is processed and determined by calculations based on the input time difference information and flight schedule information. Furthermore, the information creation unit 120 processes the calculated pre- and post-travel sleep schedules, the minimum body temperature time obtained from the habitual sleep schedule, time difference information, and arrival date and time (flight schedule information) through calculations, and estimates the minimum core body temperature time for each day during the adjustment period. Finally, the information generation unit 120 determines the optimal light and exercise schedules based on the calculated minimum body temperature time. At this time, the timing of light exposure and shielding is set in accordance with the determined direction of adjustment of the biological rhythm (phase advance or regression). This makes it possible to show, at the user-specified adjustment end date, how well the biological rhythm (circadian rhythm) matches or deviates from the social schedule of the destination. As a result, the user can understand the degree of jet lag symptoms associated with travel in advance and obtain specific action guidelines to maintain exercise performance during the target local schedule.
[0020] The transmission unit 130 transmits the activity schedule information created by the information creation unit 120 to the user's mobile terminal device 200.
[0021] Figure 2 shows the flow of how an individual user uses the schedule suggestion system 100 in this embodiment. If the user is an athlete, the athlete inputs attribute information, date and time information, and flight schedule information by operating the mobile terminal device 200B. Attribute information includes personal information such as the athlete's name, gender, age, physical information, habitual sleep schedule, and sport. Date and time information includes information such as the start date and time of conditioning, the date and time of the match (end date of conditioning), and the departure date and time from the destination. Flight schedule information identifies the airport and flight the athlete will take for the match (departure city, destination, departure date and time, arrival date and time). The schedule suggestion system 100 receives information from the mobile terminal device 200B, acquires the attribute information, date and time information, and flight schedule information, and stores them in the storage device 300.
[0022] Figure 3 is a diagram illustrating the flow of movement when an individual or group of users moves according to the instructions of the administrator in the embodiment. When a player travels individually, the administrator grants the player administrator privileges. For example, the mobile terminal device 200A transmits information about the player to whom administrator privileges are to be granted in response to the administrator's operation to the schedule proposal system 100. As a result, the schedule proposal system 100 grants administrator privileges to the mobile terminal device 200B held by the player. As shown in Figure 2, the player inputs attribute information, match date and time information, flight information, and adjustment start date information by operating the mobile terminal device 200B, and the schedule proposal system 100 receives the information from the mobile terminal device 200B. The schedule proposal system 100 creates schedule information based on the information received from the mobile terminal device 200B. The mobile terminal device 200B can check the schedule by obtaining the schedule information from the schedule proposal system 100.
[0023] When a group travels, the administrator shares flight information with each athlete in the group. For example, mobile terminal device 200A transmits flight information to an individual athlete's mobile terminal device 200B. Mobile terminal device 200A also transmits information about the athletes included in the group and the group's flight schedule information to the schedule suggestion system 100, which stores the information about the athletes included in the group and the group's flight schedule information in the storage device 300. Athletes input attribute information, match date and time information, and adjustment start date information by operating mobile terminal device 200B, and the schedule suggestion system 100 receives the information from mobile terminal device 200B. Based on the information received from the individual athlete's mobile terminal device 200B, the schedule suggestion system 100 creates schedule information for each athlete. Mobile terminal device 200B can check its individual schedule by obtaining the schedule information from the schedule suggestion system 100.
[0024] Figure 4 is a flowchart showing an example of the processing procedure of the schedule proposal system 100 in the embodiment. First, the schedule suggestion system 100 determines whether attribute information has already been entered from the mobile terminal device 200 (step S100). The attribute information consists of habitual sleep schedule information and physical information. If the attribute information has already been entered (step S100: YES), the schedule suggestion system 100 proceeds to step S108; if the attribute information has not been entered (step S100: NO), it proceeds to enter the attribute information (step S102).
[0025] In step S102, the schedule suggestion system 100 sends a message to, for example, the mobile terminal device 200 requesting the input of attribute information. The mobile terminal device 200 sends physical information to the schedule suggestion system 100 in response to the request from the schedule suggestion system 100, and the schedule suggestion system 100 acquires the physical information (step S104). The mobile terminal device 200 sends a habitual sleep schedule to the schedule suggestion system 100 in response to the request from the schedule suggestion system 100, and the schedule suggestion system 100 acquires the habitual sleep schedule (step S106). The habitual sleep schedule is information such as the user's habitual bedtime and wake-up time, or sleep duration.
[0026] Next, in step S108, the schedule suggestion system 100 accepts input of travel information (step S108). The travel information includes information including the start and end dates and times of condition adjustment, flight schedule information, user location information, and time zone information. The user location information and time zone information are calculated from the flight schedule information and may be calculated by the mobile terminal device 200 or by the schedule suggestion system 100. The schedule suggestion system 100 may obtain travel information by requesting it from the mobile terminal device 200, or it may obtain information already recorded in the storage device 300 as travel information.
[0027] The schedule suggestion system 100 acquires information including the start date and end date and time of condition adjustment in step S110, acquires flight schedule information in step S112, acquires the user's location information in step S114, and acquires time difference information in step S116.
[0028] The schedule suggestion system 100 creates activity schedule information based on physical information, habitual sleep schedule before travel, start and end dates and times for condition adjustment, flight schedule information, user location information, and time zone information (step S118). The user's location information may be location information obtained from a mobile terminal device 200, location information obtained from the user's flight schedule, or location information of the user's accommodation, training facility, match facility, etc. Next, the schedule suggestion system 100 transmits the created action schedule information to the mobile terminal device 200 (step S120).
[0029] Figure 5 is a block diagram showing an example of the functions of the information creation unit 120 in the embodiment. The information creation unit 120 includes, for example, an adjustment direction calculation unit 400, a minimum body temperature time calculation unit 402, a sleep schedule calculation unit 404, a meal schedule calculation unit 406, a light schedule calculation unit 408, an exercise schedule calculation unit 410, a travel fatigue countermeasure calculation unit 412, a caffeine intake schedule calculation unit 414, and an infectious disease countermeasure calculation unit 416. Although Figure 5 shows the connection relationships of each unit as an example, it is not limited to this, and processing may be performed using information input and output by each unit.
[0030] The adjustment direction calculation unit 400 calculates and determines whether to adjust the sleep period forward or backward in order to bring the user's internal clock closer to the circadian rhythm based on the time difference information acquired by the time difference information acquisition unit and the flight schedule information acquired by the flight schedule acquisition unit. The adjustment direction calculation unit 400 may also adjust the schedule information forward or backward based on the attribute information acquired by the attribute information acquisition unit. For example, since the perception of time difference differs depending on physical information such as internal clock, age, sleep habits, and health status, it is desirable for the adjustment direction calculation unit 400 to adjust the forward or backward direction according to the physical information. The adjustment direction calculation unit 400 shifts the sleep period forward or backward based on the time difference information.
[0031] Figure 6(A) shows an example of a schedule for day 1, and Figure 6(B) shows an example of a schedule for day 2. Forward adjustments involve, for example, if the habitual sleep time is from 23:00 to 7:00, calculating the behavioral schedule information to gradually shift the sleep time forward by changing the sleep time in the behavioral schedule information to 22:30 to 6:30. Conversely, backward adjustments involve, for example, if the habitual sleep time is from 23:00 to 7:00, calculating the behavioral schedule information to gradually shift the sleep time backward by changing the sleep time in the behavioral schedule information to 23:30 to 7:30.
[0032] Specifically, the adjustment direction calculation unit 400 calculates whether the user's sleep time should be adjusted forward (advancing) or backward (delaying) based on the time difference information between the destination and departure point acquired by the time difference information acquisition unit and the arrival time at the destination acquired by the flight schedule acquisition unit. For example, if the local time at the destination is ahead of the local time at the departure point, the adjustment direction calculation unit 400 may decide to adjust the user's sleep schedule forward. On the other hand, if the local time at the destination is behind the local time at the departure point, the adjustment direction calculation unit 400 decides to shift it backward.
[0033] For example, if the time difference between the departure point and the destination is 8 hours and the usual sleep time is from 23:00 to 7:00, the adjustment direction calculation unit 400 will perform a process to present a sleep schedule that is shifted forward by 20 to 30 minutes each day from the adjustment start date until departure.
[0034] The minimum body temperature time calculation unit 402 calculates the time of the lowest core body temperature. The minimum body temperature time calculation unit refers to the core body temperature fluctuation pattern of a user or a typical individual that is stored in the memory device (information that can be obtained from the habitual sleep schedule acquired from the attribute information acquisition unit). The minimum body temperature time calculation unit 402 calculates the time when the core body temperature is lowest each day (minimum body temperature time) by shifting the core body temperature fluctuation pattern in the adjustment direction to match the sleep time period adjusted by the sleep schedule calculation unit 404. Core body temperature fluctuates periodically according to the circadian rhythm, and its lowest point is closely related to sleep. The minimum body temperature time calculation unit 402 estimates the natural rhythmic changes during the adjustment period by shifting the fluctuation pattern along the time axis to match the adjusted sleep schedule.
[0035] The time of lowest core body temperature is the time of day when the body's core body temperature is at its lowest. The minimum core body temperature calculation unit 402 calculates the minimum core body temperature based, for example, the adjustment direction calculated by the adjustment direction calculation unit 400, the habitual sleep schedule, the time difference, and the flight schedule information. The minimum core body temperature calculation unit 402 calculates different minimum core body temperature times for day 1 and day 2, for example, by adjusting the sleep time according to the adjustment direction. The minimum core body temperature calculation unit 402 also calculates the minimum core body temperature considering, for example, that the habitual sleep schedule may shift due to the flight schedule information and the time difference. The minimum core body temperature calculation unit 402 may also use input from the user themselves or the results measured by a device that measures core body temperature.
[0036] The sleep schedule calculation unit 404 sets the sleep time after travel as the sleep time in the habitual sleep schedule and generates a sleep schedule that gradually adjusts the sleep time in the direction of adjustment from the adjustment start date to the adjustment end date. For example, if the user's usual bedtime is 11pm and wake-up time is 8am, when the adjustment direction is forward, the bedtime and wake-up time are changed to advance by a certain amount of time each day from the adjustment start date, and the schedule is formed so that the circadian rhythm after travel comes as close as possible to a schedule that is suitable for the local time by the departure date of the flight obtained from the flight schedule information. In addition, if the amount of shift is large, the maximum amount of time that can be shifted in one day is set as the upper limit, and the transition is carried out in stages within a reasonable range. The sleep schedule calculation unit 404 basically only shifts the sleep time before travel, and after travel, it may present the habitual sleep time.
[0037] The sleep schedule calculation unit 404 may calculate a sleep schedule during the trip that includes recommended sleep time periods or recommended nap time periods. The sleep schedule calculation unit 404 calculates a sleep schedule during the trip based, for example, on the adjustment direction calculated by the adjustment direction calculation unit 400, the habitual sleep schedule, the time difference, the adjustment start date, the adjustment end date, and the flight schedule information. The sleep schedule calculation unit 404 calculates the first sleep time period on board the aircraft or upon arrival at the destination, for example, taking into account the time difference and the flight schedule information. The sleep schedule calculation unit 404 adjusts the sleep time after arrival to match the sleep time in the habitual sleep schedule.
[0038] The meal schedule calculation unit 406 calculates a meal schedule that includes recommended meal times. The meal schedule calculation unit 406 calculates a meal schedule during the trip based on the sleep schedule during the trip calculated by the sleep schedule calculation unit 404. The meal schedule calculation unit 406 obtains information indicating the sleep time during the trip calculated by the sleep schedule calculation unit 404 from the storage device 300, and creates a meal schedule during the trip by inserting recommended meal times into the time periods other than the obtained sleep time.
[0039] The light schedule calculation unit 408 calculates a light schedule during travel that includes time periods when light exposure is recommended or not recommended. The light schedule is the time periods when the user should be exposed to sunlight or other light, or when they should avoid it. The light schedule calculation unit 408 obtains information from the storage device 300 indicating the minimum body temperature time (the time period when core body temperature reaches its lowest value) calculated by the minimum body temperature time calculation unit 402, and calculates the light schedule during travel by performing a process to calculate the time periods when light exposure is recommended and when it is not recommended before and after the minimum body temperature time (the time period when core body temperature reaches its lowest value). Specifically, in the forward direction, light exposure is not recommended before the minimum body temperature time (the time period when core body temperature reaches its lowest value), and light exposure is recommended after the minimum body temperature time (the time period when core body temperature reaches its lowest value). Regarding the light schedule, it is not necessarily recommended to recommend light exposure before the time of lowest body temperature; depending on the adjustment direction, it may be recommended to recommend light exposure after the time of lowest body temperature.
[0040] The light schedule calculation unit 408 may calculate the optimal time to be exposed to light and the time to avoid light in order to reduce jet lag or adjust the internal clock, based on the time of lowest core body temperature and the sleep schedule. The light schedule calculation unit 408 can shift the internal clock forward or backward by exposing the user to or avoiding light before or after the time when the core body temperature reaches its lowest value. For example, to shift the internal clock forward, the schedule may be to expose the user to sunlight after waking up, and to shift the internal clock backward, the schedule may be to expose the user to high-intensity light in the evening.
[0041] The exercise schedule calculation unit 410 calculates the exercise schedule during the trip. Based on the information indicating the sleep time during the trip calculated by the sleep schedule calculation unit 404 and the information indicating the light schedule obtained from the light schedule calculation unit 408, the exercise schedule calculation unit 410 calculates the exercise schedule during the trip by inserting recommended exercise times. For example, the exercise schedule calculation unit 410 inserts recommended exercise times during the daytime at the destination (calculated from the sleep time) or at the same time as the time of exposure to light, and also inserts recommended exercise times that avoid the time before going to bed (for example, 2 hours). Furthermore, exercise schedules can generally be determined based on the light exposure schedule. This is because exercising during times when you are exposed to light makes it easier to adjust to the local schedule.
[0042] The exercise schedule calculation unit 410 may, for example, calculate an exercise schedule based on the sleep schedule during travel calculated by the sleep schedule calculation unit 404. The exercise schedule calculation unit 410 may also calculate an exercise schedule suitable for reducing fatigue and jet lag symptoms caused by overseas travel. For example, the exercise schedule calculation unit 410 can encourage a shift in the user's internal clock by calculating the time periods in which exercise can be performed in conjunction with the time periods when the user is exposed to light. The exercise schedule calculation unit 410 may also recommend time periods for exercise that are in order to shift the user to a time period when they can perform their exercise best, depending on the elapsed time since waking up.
[0043] The travel fatigue countermeasure calculation unit 412 calculates countermeasures for fatigue caused by overseas travel. Fatigue caused by overseas travel refers to exhaustion and fatigue caused by long-distance travel or repeated travel, regardless of the mode of transport, direction of travel, or time difference with the destination. Examples include fatigue, mood swings, and decreased attention and motivation. Countermeasures for fatigue caused by overseas travel include ensuring sufficient sleep and nutrition, staying well-hydrated by drinking plenty of fluids on the plane, wearing recommended clothing, and exercising to promote blood flow, such as stretching or walking. The travel fatigue countermeasure calculation unit 412 calculates travel fatigue countermeasures based, for example, on sleep schedules, adjustment start dates, adjustment end dates, and flight schedule information to alleviate fatigue caused by overseas travel. The travel fatigue countermeasure calculation unit 412 proposes actions to alleviate travel fatigue in relation to the sleep schedule. The travel fatigue countermeasure calculation unit 412 also calculates actions and timings for various countermeasures to alleviate travel fatigue during the period from the adjustment start date to the adjustment end date, calculated from the flight schedule.
[0044] The travel fatigue countermeasure calculation unit 412 obtains information indicating the sleep time during travel, calculated by the sleep schedule calculation unit, as well as departure and arrival time information for flights obtained by the flight schedule acquisition unit, from the storage device. Furthermore, the travel fatigue countermeasure calculation unit 412 obtains table data of flight travel time and travel fatigue countermeasure information that is pre-stored in the storage device 300. The travel fatigue countermeasure information in the table data may be information for recommending travel fatigue countermeasures, such as the content, type, and duration of travel fatigue countermeasures. The travel fatigue countermeasure calculation unit 412 then searches whether the travel time calculated based on the flight departure and arrival time information obtained by the flight schedule acquisition unit corresponds to any of the travel times stored in the storage device 300, reads the travel fatigue countermeasure information associated with the corresponding travel time from the table data, and performs a process to present the read travel fatigue countermeasure information. The process of presenting the travel fatigue countermeasure information may, for example, involve inserting the content of travel fatigue countermeasures, recommended timing, recommended time slots, prohibited time slots, etc., in between other schedules such as sleep.
[0045] The table data, for example, sets a 2-hour nap as travel fatigue countermeasure time if the flight travel time is 5 to 10 hours, and a 3-hour nap as travel fatigue countermeasure time if the flight travel time is 10 to 15 hours. The sleep prohibition period set before the sleep period is, for example, 5 hours counting back from the start time of the sleep period. The travel fatigue countermeasure calculation unit 412 can set the nap time if the nap time for the flight travel time can be inserted 5 hours before the start time of the sleep period. Specifically, it obtains the start time of the main sleep (20:00) from the storage device 300, subtracts the 5-hour sleep prohibition period from 20:00 and sets the end time of the nap (15:00), and if the travel time is 8 hours, a 2-hour nap time can be set. If the end time of the travel time is after 13:00, a 2-hour nap time can be set. If the end time of the travel time is after 13:00, the nap time can also be shortened and the main sleep time increased. It is also possible to dynamically correct the numerical values of the table data based on the habitual schedule and time orientation (chronotype) obtained from the attribute information acquisition unit.
[0046] The caffeine intake schedule calculation unit 414 calculates the caffeine intake schedule during travel by inserting a predetermined time period before the sleep period calculated by the sleep schedule calculation unit 404 as a time period during which caffeine intake is not recommended, and inserting a time period during which caffeine intake is recommended, calculated from the sleep period calculated by the sleep schedule calculation unit 404 and the time when the core body temperature reaches its lowest value, as calculated by the minimum body temperature time calculation unit 402. The storage device 300 stores, for example, the start or end time of the sleep period, the recommended time for caffeine intake (5 hours after the end of sleep), and the non-recommended time (6 hours before the start of sleep). The caffeine intake schedule calculation unit 414 obtains the start or end time of sleep and outputs the recommended and non-recommended time for caffeine intake. Furthermore, the recommended time for caffeine intake is set to suppress drowsiness caused by the discrepancy between the circadian rhythm, based on the estimated time of lowest core body temperature, and the local social schedule. Specifically, recommendations are made by identifying time periods that should compensate for the decrease in alertness levels caused by the shift in biological rhythms. On the other hand, the time periods when caffeine intake is not recommended are set as predetermined periods calculated backward from the planned time to fall asleep, taking into account the time required to maintain blood concentration after intake, so as not to interfere with the quality of primary sleep at night.
[0047] The caffeine intake schedule calculation unit 414 may calculate a caffeine intake schedule during travel, including recommended and unrecommended times for caffeine intake, based on flight schedule information and the sleep schedule during travel calculated by the sleep schedule calculation unit 404. The caffeine intake schedule calculation unit 414 can reduce jet lag symptoms by adjusting the timing of caffeine intake. For example, the caffeine intake schedule calculation unit 414 can help reduce travel fatigue by limiting caffeine intake during long-haul flights. Furthermore, the caffeine intake schedule calculation unit 414 can promote the adjustment of the body clock by setting the timing of caffeine intake to match local time.
[0048] The infectious disease control calculation unit 416 refers to a database that associates travel region information with infectious disease information and countermeasure information. It then compares the referenced travel region information with the destination, accommodation, pre-training camp location, match venue, and travel route, and retrieves infectious disease information and countermeasure information from the database based on the results of the comparison. The data is referenced from information provided by the Ministry of Health, Labour and Welfare, for example. The infectious disease control calculation unit 416 calculates the vaccination date by working backward from the travel period, based on the time required for the vaccine to reach its maximum effect after vaccination, as included in the countermeasure information, and transmits the calculation result to the mobile terminal device 200. It also determines the timing of intake of foods that have a positive effect on immune function (such as lactic acid bacteria) by working backward from the travel period, and transmits the timing of intake to the mobile terminal device 200.
[0049] The infectious disease control calculation unit 416 performs communication processing with a database that associates regional information such as travel destinations, accommodations, pre-training camp locations, and match venues with infectious diseases that may occur in those regions. For example, the reference data used in the database is provided by the Ministry of Health, Labour and Welfare. The infectious disease countermeasure calculation unit 416 obtains location information from the mobile terminal device 200, including the user's travel destination, accommodation, match venue, and travel route including the points between these locations. By comparing this location information with regional information in the database, it predicts the infectious diseases the user may contract. More specifically, the infectious disease countermeasure calculation unit 416 determines whether the user's location information is included in the regional information of the database, and based on that determination, it presents infectious diseases that are prevalent in that region.
[0050] Furthermore, the infectious disease control calculation unit 416 communicates with a prevention information database that associates infectious diseases with preventive measures such as vaccines, in order to output recommended preventive information for predicted infectious diseases. The prevention information database includes, for example, data provided by the Ministry of Health, Labour and Welfare, or data managed by organizations that distribute prevention information. This prevention information database is constructed based on information obtained from public institutions, such as vaccine-related information published by the Ministry of Health, Labour and Welfare.
[0051] The prevention information database includes at least the following: (1) The time it takes for the vaccine to become effective (e.g., effectiveness appears 3 months after vaccination) (2) The recommended timing for vaccination The infectious disease control calculation unit adjusts the timing of vaccination to ensure it is sufficiently effective at the time of travel, based on the planned travel date, match schedule, travel schedule, etc., and transmits information indicating the vaccination timing to the mobile terminal device 200. The infectious disease control calculation unit 416 also handles cases where food (such as lactic acid bacteria) is consumed for the purpose of maintaining or enhancing immune function against infectious diseases in general. For food, rather than associating it with a specific infectious disease, the unit determines the start date of consumption (e.g., consumption starting one month before travel) based on travel and match schedules, and transmits information indicating the determined start date of consumption to the mobile terminal device 200.
[0052] The infectious disease control calculation unit 416 may calculate actions and action schedules for infectious disease control based on location information from the adjustment start date and time to the adjustment end date and time. Infectious disease control includes collecting infectious disease information of the destination and transmitting it to the mobile terminal device 200. In addition, infectious disease control includes receiving vaccinations before travel, checking one's health status and seeing a doctor if necessary, and eating meals containing nutrients that have a positive effect on immune function. Furthermore, infectious disease control includes washing hands and disinfecting hands, wearing a mask, and taking precautions regarding diet, such as regular hydration, while on the aircraft or during travel. The infectious disease control calculation unit 416 may, for example, calculate a schedule for receiving vaccinations or seeing a doctor before travel. The infectious disease control calculation unit 416 may also calculate a schedule for transmitting to the mobile terminal device 200 advice such as wearing a mask on the aircraft or during travel, washing hands and disinfecting hands when going out or eating, or dietary advice to avoid infection.
[0053] <Display screen of mobile terminal device 200> Figure 7 shows an example of a home screen for a user to use the schedule suggestion system 100 in the embodiment, and Figure 8 shows an example of a screen for a user to input attribute information in the embodiment. The mobile terminal device 200 can display a home screen as shown in Figure 7 by installing application software that utilizes the schedule suggestion system 100, or by using a web application that accesses a cloud service for using the schedule suggestion system 100. The mobile terminal device 200 displays the attribute setting screen shown in Figure 8 when the user selects the attribute setting button.
[0054] The attribute settings screen includes fields for setting an athlete ID, age, gender, sport, usual sleep pattern, notification settings, sleeping pill use settings, chronotype, and chronotype description. By entering the athlete ID included in the attribute settings screen, the user can retrieve information stored in the server device and set age, gender, and sport based on the athlete ID. By accepting input operations for bedtime and wake-up time in the usual sleep pattern setting button, the mobile terminal device 200 can obtain the user's habitual sleep schedule information. Furthermore, by accepting chronotype input operations in the chronotype setting button, physical information can be obtained.
[0055] Figure 9 shows an example of the schedule list screen in the embodiment. The mobile terminal device 200 displays the schedule list screen shown in Figure 9 when the user selects the schedule list button on the home screen. The schedule list screen includes a button to add a new expedition and a button for entered schedules. By setting a pin button corresponding to the schedule button, the user can identify the schedule they want to use. In addition, the user can set a schedule to be discarded using the trash can button.
[0056] Figure 10 shows an example of the input screen for new expedition information in the embodiment. When the user selects the "Add New Expedition" button on the schedule list screen, the mobile terminal device 200 displays the new expedition information input screen shown in Figure 10. The new expedition information input screen includes a schedule name editing button, a match date and time input button, a time difference adjustment start date input button, a flight schedule information display / setting button, a flight add button, and a schedule display button. When the schedule display button is selected, the mobile terminal device 200 sends a schedule creation request to the schedule proposal system 100. The schedule creation request includes the match date and time, the time difference adjustment start date, flight schedule information, and attribute information.
[0057] The schedule proposal system 100 can acquire various information, including flight schedule information, in response to receiving a schedule creation request, and store the flight schedule information and other data in the storage device 300. Based on the acquired flight schedule information, the schedule proposal system 100 creates an action schedule information and transmits the created action schedule information to the mobile terminal device 200.
[0058] Figure 11 shows an example of a schedule screen in the embodiment. The mobile terminal device 200 displays the schedule screen shown in Figure 11 based on the activity schedule information. The schedule screen includes the city name and date and time. The schedule screen also includes buttons for pre-travel activities, a caffeine intake schedule, a light schedule, and a meal schedule. The caffeine intake schedule is displayed by bars indicating recommended and unrecommended caffeine intake times. The light schedule is displayed by bars indicating recommended and unrecommended light exposure times. The meal schedule is displayed by bars indicating recommended meal intake times.
[0059] Figure 12 shows another example of the schedule screen in the embodiment. The mobile terminal device 200 displays the schedule screen shown in Figure 12 based on the activity schedule information. The schedule screen includes a sleep schedule. The sleep schedule is displayed using bars that indicate the recommended time periods for sleep. The bars may also be displayed in different colors for the recommended sleep time periods and the recommended nap time periods.
[0060] Figure 13 shows another example of the schedule screen in the embodiment. The mobile terminal device 200 displays the schedule screen shown in Figure 13 based on the activity schedule information. The schedule screen includes a flight schedule and an infectious disease information button. The flight schedule is displayed by a bar indicating the time spent on the plane and a bar indicating the transit time. When the schedule suggestion system 100 receives information that the infectious disease information button has been selected from the mobile terminal device 200, it sends information to the mobile terminal device 200 to transition to a page containing infectious disease information for the plane's destination.
[0061] Figure 14 shows another example of the schedule screen in the embodiment. The mobile terminal device 200 displays the schedule screen shown in Figure 14 based on the activity schedule information. The schedule screen includes a bar chart showing how to spend time after arrival. Figure 15 shows another example of the schedule screen in the embodiment. The mobile terminal device 200 displays the schedule screen shown in Figure 15 based on the activity schedule information. The schedule screen includes a bar chart showing how to spend the time until the match day.
[0062] <Effects of the Embodiment> As described above, the schedule suggestion system 100 of the embodiment can acquire flight schedule information including departure date and time information, arrival date and time information, departure location information, and destination information of the flight used by the user for travel, as well as attribute information including habitual sleep schedule and physical information. Based on the acquired information, it can create action schedule information including actions for reducing fatigue from overseas travel, reducing jet lag symptoms, and taking measures against infectious diseases, and the timing of executing said actions, and transmit the created action schedule information to the user's terminal device. With this schedule suggestion system 100, the user can propose an action schedule including actions to reduce fatigue from overseas travel and the timing of executing those actions.
[0063] Although embodiments of the present invention have been described in detail above with reference to the drawings, the specific configuration is not limited to these embodiments and may include designs that do not depart from the spirit of this invention. (Note) This technology was developed through research and development on conditioning for athletes during overseas expeditions at the JSC High Performance Sports Center Total Conditioning Research Project NEXT. [Explanation of Symbols]
[0064] 100 Schedule Proposal System 110 Acquisition Department 120 Information Creation Department 130 Transmitter 200, 200A, 200B Mobile Terminal Devices 300 storage device 400 Adjustment direction calculation unit 402 Minimum body temperature time calculation unit 404 Sleep Schedule Calculation Unit 406 Meal Schedule Calculation Unit 408 Optical Schedule Calculation Unit 410 Exercise Schedule Calculation Unit 412 Travel Fatigue Countermeasures Calculation Department 414 Caffeine Intake Schedule Calculation Unit 416 Infectious Disease Control Calculation Department
Claims
1. A system for proposing exercise performance maintenance schedules that proposes schedules to maintain the exercise performance of users while traveling, A flight schedule acquisition unit obtains flight schedule information, including departure date and time information, arrival date and time information, departure location information, and destination information, from the user's terminal device for the flight the user will use for travel. A date and time information acquisition unit obtains information from the user's terminal device, including the start date and end date of the user's preparations for overseas travel. A time zone information acquisition unit that obtains time zone information from the user's terminal device while the user is traveling abroad, An attribute information acquisition unit acquires attribute information including the user's habitual sleep schedule before the adjustment begins, An information creation unit creates behavioral schedule information, including at least the user's behavior including sleep and the timing of the execution of such behavior, based on the information obtained by the flight schedule acquisition unit, the date and time information acquisition unit, and the attribute information acquisition unit. The system includes a transmission unit that transmits the action schedule information created by the information creation unit to the user's terminal device, The aforementioned information creation unit, Based on the date and time information acquired by the date and time information acquisition unit, the time difference information acquired by the time difference information acquisition unit, and the flight schedule information acquired from the flight schedule acquisition unit, an adjustment direction calculation unit calculates and determines whether to shift the sleep period in the forward or backward direction. A sleep schedule calculation unit sets the sleep time after travel as the sleep time in the habitual sleep schedule, and generates a sleep schedule that gradually shifts the sleep time in the adjustment direction determined by the adjustment direction calculation unit during the period from the adjustment start date to the flight departure date, A minimum body temperature time calculation unit that displaces the core body temperature fluctuation pattern pre-stored in a memory device to match the sleep time shifted in the adjustment direction, and calculates the minimum core body temperature time for each day based on the displaced fluctuation pattern, A schedule suggestion system for maintaining exercise performance, equipped with the necessary features.
2. The exercise performance maintenance schedule proposal system according to claim 1, wherein the information creation unit includes a meal schedule calculation unit that creates a meal schedule during travel by acquiring information indicating sleep time periods during travel calculated by the sleep schedule calculation unit from a storage device and inserting recommended meal times into the time periods other than the acquired sleep time periods.
3. The exercise performance maintenance schedule proposal system according to claim 1, further comprising: an information creation unit which obtains from a storage device information indicating the time period during which the core body temperature calculated by the minimum body temperature time calculation unit reaches its lowest value, and a light schedule calculation unit which calculates a light schedule during travel by inserting recommended and unrecommended light exposure time periods before and after the time period during which the core body temperature reaches its lowest value.
4. The information creation unit obtains from the storage device information indicating the sleep time during travel calculated by the sleep schedule calculation unit, and the light schedule information obtained from the light schedule calculation unit. The exercise performance maintenance schedule proposal system according to claim 3, further comprising an exercise schedule calculation unit that calculates an exercise schedule during travel by performing a process of inserting recommended exercise time periods based on the light schedule calculated by the light schedule calculation unit.
5. The sleep schedule calculation unit obtains information indicating the sleep time during travel, as well as the flight departure date and time information and arrival date and time information of the flight obtained by the flight schedule acquisition unit, from the storage device, and further obtains table data of flight travel time and travel fatigue countermeasures information that is pre-stored in the storage device. The travel time calculated based on the departure and arrival time information of the flight acquired by the flight schedule acquisition unit searches whether it corresponds to any of the travel times stored in the storage device, and reads the travel fatigue countermeasure information associated with the corresponding travel time from the table data. The exercise performance maintenance schedule proposal system according to claim 1, further comprising a travel fatigue countermeasure calculation unit that processes and presents the travel fatigue countermeasure information it has read.
6. The system references data that associates travel region information with infectious disease information and countermeasures information, compares the referenced travel region information with the destination, accommodation, pre-training camp location, match venue, and travel route, and obtains the infectious disease information and countermeasures information from the data based on the results of the comparison. Based on the time required for the vaccine to reach its maximum effect after vaccination, as included in the aforementioned countermeasures information, the vaccination date is calculated by working backward from the travel period, and the calculated result is transmitted to the user's terminal device. The exercise performance maintenance schedule proposal system according to claim 1, comprising an infectious disease control calculation unit that determines the timing of intake of foods that have a positive effect on immune function by working backward from the aforementioned travel period and transmits said intake timing to the user's terminal device.
7. The exercise performance maintenance schedule proposal system according to claim 1, comprising a caffeine intake schedule calculation unit, which calculates a caffeine intake schedule during travel by: inserting a predetermined time period calculated from the sleep time period calculated by the sleep schedule calculation unit as a time period during which caffeine intake is not recommended; and inserting a predetermined time period calculated from the time period during which the core body temperature reaches its lowest value, calculated by the sleep schedule calculation unit and the minimum body temperature time calculation unit 402, as a time period during which caffeine intake is recommended.
8. The aforementioned users include team administrators and team members, The flight schedule acquisition unit acquires the flight schedule information from the team administrator's terminal device. The attribute information acquisition unit acquires the sleep schedule from the team member's terminal device. A system for proposing a schedule for maintaining exercise performance according to claim 1.
9. A schedule suggestion system that proposes a schedule to maintain the user's exercise performance while traveling, The process involves obtaining flight schedule information, including departure date and time information, arrival date and time information, departure location information, and destination information, from the user's terminal device for travel purposes. The process involves obtaining date and time information from the user's terminal device, including the start and end dates of the user's preparations for overseas travel, and The steps include obtaining time zone information from the user's terminal device while the user is traveling abroad, The steps include obtaining attribute information including the user's habitual sleep schedule prior to the start of the adjustment, Based on the acquired information, the steps include creating behavioral schedule information that includes at least the user's sleep behavior and the timing of the execution of said behavior, The process includes the step of transmitting the created action schedule information to the user's terminal device, The step of creating the aforementioned action schedule information is: Based on the aforementioned time difference information, the steps include calculating and determining whether to shift the sleep period in either the forward or backward direction, The steps include setting the sleep time after travel as the sleep time in the habitual sleep schedule, and generating a sleep schedule that gradually shifts the sleep time in the direction of the adjustment during the period from the adjustment start date to the departure date of the flight, The steps include: shifting the core body temperature fluctuation pattern, which is pre-stored in a memory device, to match the sleep time shifted in the adjustment direction, and calculating the lowest time of core body temperature for each day based on the fluctuation pattern after the shift; A method for proposing a schedule to maintain exercise performance, including the following.
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