JP2020160569A - Lifestyle-related improvement proposal system, lifestyle-related improvement proposal method, and lifestyle-related improvement proposal program - Google Patents

Abstract

To provide a lifestyle-related improvement proposal system capable of proposing lifestyle-related improvements in a manner that better suits the user's situation.SOLUTION: The lifestyle-related improvement proposal system acquires a piece of measured biological information of a first user or a piece of lifestyle information representing the lifestyle of the first user, and when the acquired information meets the specified conditions and transmits a message suggesting lifestyle improvement to the user device used by a given user. The lifestyle-related improvement proposal system further includes: a data acquisition unit that acquires information on the environment where the first user is located or the environment about the behavior of the first user; and a proposal generation unit that generates a message according to the environment information and transmits it to the user device or stops sending the message according to the environment information.SELECTED DRAWING: Figure 2

Description

The present invention relates to a lifestyle-related improvement proposal device, a lifestyle-related improvement proposal method, and a lifestyle-related improvement proposal program.

In recent years, it has become widespread to manage health by measuring personal health information such as weight, blood pressure, and activity with a measuring device, and recording and analyzing the measurement results on an information terminal such as a smartphone. is there.

In addition, a lifestyle-related disease improvement support system that supports the improvement of lifestyle-related diseases of target patients has also been proposed (for example, Patent Document 1). This system has a lifestyle state input unit that accepts the input of the lifestyle state indicating the lifestyle state of the target patient, a bioinformation measurement value input unit that accepts the input of the biometric information measurement value of the target patient, and the biometric information. Feature quantity comparison that calculates the comparison result between the feature quantity extraction unit that extracts the change of the measured value with time as the feature quantity, the feature quantity of the target patient, and the feature quantity of the reference patient different from the target patient. The reference patient extraction unit that extracts a reference patient similar to the target patient based on the comparison result, and the biological information measurement value and the lifestyle state of the reference patient are displayed for the target patient. It is equipped with a lifestyle proposal display unit. In addition, the feature amount extraction unit calculates an approximate straight line with respect to the time series of the biological information measurement value, calculates the difference between the latest biological information measurement value and the predicted value by the approximate straight line, and the difference is the threshold value. When the above value is exceeded, the time of the measured value of the biological information one before the latest value is set as the change date and time, and the change date and time is included as the feature amount.

Japanese Patent No. 6173316

However, when giving some advice to the target patient, it is not clear from the lifestyle and biological information measurements alone that there is room for improvement in the target patient, and it does not meet the environment surrounding the target patient or the personal convenience of the target patient. There was a risk of giving advice.

Therefore, an object of the present invention is to make a proposal for improving lifestyle habits in a manner more suitable for the user's situation.

The lifestyle-related improvement proposal device according to the present invention acquires the measured biological information of the first user or lifestyle-related information representing the lifestyle of the first user, and when the acquired information satisfies a predetermined condition, A message suggesting an improvement in lifestyle is sent to a user device used by a predetermined user. In addition, a data acquisition unit that further acquires environmental information regarding the environment in which the first user is located or the behavior of the first user, and a message generated according to the environmental information and transmitted to the user device, or according to the environmental information. It has a proposal generation unit that stops sending messages.

Since the content of the proposal to be transmitted can be adjusted according to the environment in which the first user is located or the environmental information regarding the behavior of the first user, the proposal for lifestyle-related improvement can be made more suitable for the situation of the first user. It will be possible to carry out in a corresponding manner.

In addition, if there is a predetermined change in the biometric information or lifestyle-related information and there is environmental information that may affect the biometric information or lifestyle-related information, the proposal generation unit should generate a message according to the environmental information. It may be. More specifically, when there is environmental information that can affect biological information or lifestyle-related information, the proposal generation unit generates a message that makes an alternative proposal as the environmental information is unavoidable. You may.

In addition, the environmental information may include information representing the weather or temperature at the location of the first user, or information representing the action schedule of the first user. Further, the biological information may include the weight or blood pressure of the first user, and the lifestyle information may include the amount of exercise or the amount of food of the first user. By using such information, it becomes possible to make a proposal for improvement of lifestyle habits in a manner according to the situation of the first user.

Further, the user device may be a device used by the first user or a device used by a second user who guides the first user. The second user is, for example, a doctor, nurse, nutritionist, pharmacist, public health nurse, physiotherapist, occupational therapist, speech therapist, or other specialist in exercise (gym trainer, etc.). There may be. When sending a message suggesting improvement of the lifestyle of the first user to the second user, it is possible to support the guidance of the first user to the second user. In particular, by entrusting the second user, who is an expert, with the final decision on whether or not to accept the proposal and which proposal to adopt when there are multiple proposals, and the guidance of the first user based on that, the expert. It is possible to output a proposal that takes into account the above knowledge and support the guidance of the first user by the second user.

The contents described in the means for solving the problems can be combined as much as possible without departing from the problems and technical ideas of the present invention. Further, the content of the means for solving the problem can be provided as a device such as a computer or a system including a plurality of devices, a method executed by the computer, or a program executed by the computer. A recording medium for holding the program may be provided.

According to the present invention, it is possible to make a proposal for improving lifestyle habits in a manner more suitable for the user's situation.

FIG. 1 is a diagram showing an example of a system configuration according to the present embodiment. FIG. 2 is a block diagram showing a configuration of the device. FIG. 3 is a processing flow diagram showing an example of the lifestyle-related improvement proposal process executed by the lifestyle-related improvement proposal device 5. FIG. 4 is a diagram showing an example of biological information stored in the storage device. FIG. 5 is a diagram showing an example of lifestyle-related information stored in the storage device. FIG. 6 is a diagram showing an example of environmental information stored in the storage device. FIG. 7 is a diagram showing an example of behavioral information which is environmental information stored in a storage device. FIG. 8 is a diagram for explaining the determination performed in S3 to S6 of FIG. 3 and the message generation / transmission process. FIG. 9 is a diagram for explaining a specific example of the determination performed in S3 to S6 of FIG. 3 and the message generation / transmission processing.

Hereinafter, specific embodiments of the present invention will be described with reference to the drawings.

<System configuration>
FIG. 1 is a diagram showing an example of a system configuration according to the present embodiment. This system includes measuring devices 1 (1A to 1C in FIG. 1) used by patients (also referred to as "first users"), user devices 2 (2A and 2B in FIG. 1) used by users, and various locations. A weather information server 3 that distributes weather information such as weather and temperature, an action information server 4 that provides an online calendar to the user, and a lifestyle improvement proposal device 5 that is a server device that makes proposals regarding improvement of the user's lifestyle. These components are communicably connected via a network 6 such as the Internet.

The measuring device 1 includes, but is not limited to, for example, a sphygmomanometer 1A, a pedometer 1B, and a weight scale 1C. The sphygmomanometer 1A measures systolic blood pressure and diastolic blood pressure, which are examples of the user's biological information, according to the operation of the user. The pedometer 1B counts the number of steps, which is an example of the amount of exercise of the user, for example, every day. The weight scale 1C measures the body weight, which is an example of the biometric information of the user, according to the operation of the user. Further, the measuring device 1 is connected to the user device 2 according to a communication method such as Bluetooth (registered trademark), and transmits measurement data to the user device 2. The measuring device 1 may be connected to the network 6 without going through the user device 2 according to a communication method such as a wireless LAN. The measurement data is transmitted to the lifestyle-related improvement proposal device 5 via the network 6. The measuring device 1 may further include a thermometer, measure the measured value of the temperature in the room where the user is located, and transmit it to the lifestyle-related improvement proposal device 5.

The user device 2 is, for example, a mobile terminal (also referred to as a "first user device") 2A such as a smartphone used by a patient, and an instructor such as a doctor, a nurse, or a nutritionist (also referred to as a "second user"). It includes at least one of computers (also referred to as "second user equipment") 2B such as a personal computer to be used. The user device 2A relays the measurement data output by the measuring device 1 and transmits it to the lifestyle-related improvement proposal device 5, or receives and displays a proposal regarding the improvement of the user's lifestyle output by the lifestyle-related improvement proposal device 5. To do. Further, the user device 2A acquires the position information indicating the position where the user is located by using the GPS (Global Positioning System) receiver provided by the user device 2A, and transmits the position information to the lifestyle-related improvement proposal device 5. The user device 2B receives and displays a proposal regarding the improvement guidance of the user's lifestyle output by the lifestyle-related improvement proposal device 5.

The weather information server 3 is a so-called server device, and for example, a request from the lifestyle improvement proposal device 5 for information such as precipitation, temperature, wind direction, wind speed, sunshine time, and snow depth observed in association with position information. It is transmitted to the lifestyle improvement proposal device 5 according to the above.

The action information server 4 is a so-called server device, and provides an online service that holds information such as a schedule registered by the user and appropriately provides the information to the user. Further, the behavior information server 4 cooperates with the lifestyle improvement proposal device 5, and for example, the behavior information representing the schedule entered in the calendar by the user is input to the lifestyle improvement proposal device 5 in response to a request from the lifestyle improvement proposal device 5. Send to.

The lifestyle-related improvement proposal device 5 creates a message proposing improvement of lifestyle-related habits to the user by using the user's environmental information in addition to the user's biological information or lifestyle-related information, and sends the user device 2A via the network 6. Send. It should be noted that the lifestyle-related information of the user includes, for example, the amount of exercise such as the number of steps per day and the amount of meal required as the weight difference between morning and evening. In addition, the user's environmental information includes weather information specified via location information, measured values such as temperature, and information related to the user's action schedule specified from the user's action information and the like.

FIG. 2 is a block diagram showing a configuration of the device. FIG. 2 shows a measuring device 1, a user device 2A, and a lifestyle-related improvement proposal device 5.

<Measuring device>
The measuring device 1 includes a communication interface (I / F) 11, a storage device 12, an input / output device 13, a processor 14, and a sensor 15, and these components are connected via a signal line 16. There is.

The communication I / F 11 is, for example, a wired or wireless communication module, and communicates with another computer directly with the user device 2A or via the network 6 based on a predetermined protocol.

The storage device 12 includes a main storage device such as RAM (Random Access Memory) and ROM (Read Only Memory), and an auxiliary storage device (secondary storage) such as HDD (Hard-disk Drive), SSD (Solid State Drive), and flash memory. Device). The main storage device temporarily stores the program read by the processor 14 and the data output by the sensor 15, and secures a working area of the processor. The auxiliary storage device stores a program executed by the processor and data output by the sensor 15.

The input / output device 13 is a user interface such as a physical button and a liquid crystal display, or a touch panel.

The processor 14 is an arithmetic processing device such as a microcontroller or a CPU (Central Processing Unit), and performs each process according to the present embodiment by executing a predetermined program. In the measuring device 1, a functional block is shown in the processor 14. That is, the processor 14 includes a measurement control unit 141 and a transmission control unit 142.

The measurement control unit 141 controls the sensor unit 15 and acquires the measurement data output by the sensor unit 15 and stores it in the storage device 12. The transmission control unit 142 transmits the measurement data stored in the storage device 12 to the lifestyle-related improvement proposal device 5 via the communication I / F 11.

The sensor unit 15 includes, for example, a pump, a cuff, a pressure sensor, an acceleration sensor, a strain gauge, and the like, measures the biometric information of the user, and outputs the measurement data.

<User device>
The user device 2 is, for example, a computer such as a smartphone, a tablet, or a PC. The user device 2 includes a communication I / F 21, a storage device 22, an input / output device 23, a processor 24, and a sensor unit 25, and these components are connected via a signal line 26.

The communication I / F 21 is, for example, a communication module, which directly communicates with the measuring device 1 or communicates with another computer via the network 6 based on a predetermined protocol. Even if the communication I / F 21 includes a Bluetooth communication module for direct communication with the measuring device 1 and a wired or wireless LAN communication module for communicating with another computer via the network 6. Good.

The storage device 22 is a main storage device such as a RAM or ROM and an auxiliary storage device such as an HDD, SSD, or flash memory. The main memory temporarily stores the program read by the processor and the data transmitted to and received from other computers, and secures the work area of the processor. The auxiliary storage device stores programs executed by the processor, data transmitted to and received from other computers, and the like.

The input / output device 23 is a user interface such as an input / output device such as a touch panel, an input device such as a keyboard and a mouse, and an output device such as a liquid crystal monitor.

The processor 24 is an arithmetic processing unit such as a CPU, and performs each process according to the present embodiment by executing a predetermined program. The user device 2 also shows a functional block in the processor 24. That is, the processor 24 includes a data transmission / reception unit 241 and an output control unit 242.

The data transmission / reception unit 241 receives the measurement data from the measurement device 1 via the communication I / F 21, and transmits the received measurement data and the position information output by the sensor unit 25 to the lifestyle improvement proposal device 5. The lifestyle improvement proposal device 5 receives information suggesting lifestyle improvement to the user. The output control unit 242 causes the input / output device 23 to display the information that proposes the improvement of the lifestyle received from the lifestyle improvement proposal device 5.

The sensor unit 25 is, for example, a module such as a GPS receiver that outputs position information. The sensor unit 25 receives a signal from a predetermined satellite, identifies the position where the user device 2 exists, and outputs the signal in the form of coordinates or the like.

<Lifestyle-related improvement proposal device>
The lifestyle-related improvement proposal device 5 is a computer such as a so-called server. The lifestyle-related improvement proposal device 5 includes a communication I / F 51, a storage device 52, an input / output device 53, and a processor 54, and these components are connected via a bus 56.

The communication I / F 51 is a network card, a communication module, or the like, and communicates with another computer via the network 6 based on a predetermined protocol.

The storage device 52 is a main storage device such as a RAM or ROM and an auxiliary storage device such as an HDD, SSD, or flash memory. The main memory temporarily stores the program read by the processor and the data transmitted to and received from other computers, and secures the work area of the processor. The auxiliary storage device stores a program executed by the processor, a fixed phrase of a message proposing an improvement in a user's lifestyle, data sent to and received from another computer, and the like.

The input / output device 53 is a user interface such as an input device such as a keyboard and a mouse, and an output device such as a liquid crystal monitor.

The processor 54 is an arithmetic processing unit such as a CPU, and performs each process according to the present embodiment by executing a predetermined program. The lifestyle-related improvement proposal device 5 also shows a functional block in the processor 54. That is, the processor 54 includes a data acquisition unit 541 and a proposal generation unit 542.

The data acquisition unit 541 acquires the user's biological information, lifestyle information, environmental information, etc. via the network 6 and stores them in the storage device 52. The proposal generation unit 542 generates a proposal for improving the lifestyle to be output to the user based on the user's biological information, lifestyle information, environmental information, etc. stored in the storage device 52, and generates a communication I / F 51. It is transmitted to the user device 2 via. In the present embodiment, the proposal generation unit 542 makes a proposal according to the user's situation based on the environmental information and the like in addition to the user's biological information or lifestyle information. The proposal generation unit 542 may generate and send a proposal message to the first user who is a patient, or the instructor in charge of the first user may be referred to the first user. A message may be generated and transmitted to convey information to be proposed.

<Lifestyle-related improvement proposal processing>
FIG. 3 is a processing flow diagram showing an example of the lifestyle-related improvement proposal process executed by the lifestyle-related improvement proposal device 5. First, the data acquisition unit 541 of the lifestyle-related improvement proposal device 5 acquires the user's biological information, lifestyle information, environmental information, and the like via the network 6 and stores them in the storage device 52 (FIG. 3: S1).

FIG. 4 is a diagram showing an example of biological information stored in the storage device 52. The table shown in this embodiment is an example of a database, and can be appropriately normalized and information can be stored separately in a plurality of tables. In S1, the measurement data output by the sphygmomanometer 1A and the weight scale 1C is stored in a table as shown in FIG. The table shown in FIG. 4 includes columns such as the date and time when the measurement was performed, the measured biological information such as body weight, systolic blood pressure, and diastolic blood pressure. Further, when the user makes a measurement and the lifestyle-related improvement proposal device 5 receives each measurement data, a record is generated. It should be noted that the body weight and blood pressure do not necessarily have to be measured at the same time, and it is assumed that all the measured values do not have to exist in one record.

FIG. 5 is a diagram showing an example of lifestyle-related information stored in the storage device 52. In S1, the measurement data output by the pedometer 1B is stored in a table as shown in FIG. The table shown in FIG. 5 includes columns such as recorded dates, calculated lifestyle-related information such as the number of steps and the amount of meals. Further, when the lifestyle-related improvement proposal device 5 receives predetermined data based on the information measured by the user, a record is generated. In the step count column, the daily step count of the user is counted and registered. In the meal amount column, a value indicating the daily meal amount obtained as the difference in weight measured between the user's morning and evening in step S2, which will be described later, is registered.

FIG. 6 is a diagram showing an example of environmental information stored in the storage device 52. In S1, the position information output by the user device 1B, the weather and air temperature acquired from the weather information server 3 based on the position information, and the measured values of the indoor air temperature output by the measuring device 1 and the like are shown in FIG. It is stored in a table as shown in. The table shown in FIG. 6 includes columns such as recorded date and time, location information, location weather, location temperature, indoor temperature, indoor / outdoor temperature difference, and the like. Further, a record is generated at a predetermined timing based on the position information acquired from the user device 2A. The position information output by the user device 2A is registered in the position information column. In the location weather column, the weather at the time of the place indicated by the registered location information is registered in S1. In the column of location temperature, the temperature at the time of the place indicated by the registered location information is registered in S1. In the indoor temperature column, the measured value of the indoor air temperature output by the measuring device 1 or the like is registered in S1. In the column of indoor / outdoor air temperature difference, the difference between the location air temperature and the indoor air temperature is registered in step S2 described later.

FIG. 7 is a diagram showing an example of behavioral information which is environmental information stored in the storage device 52. In S1, the information representing the action schedule entered in the calendar by the user, which is acquired from the action information server 4, is stored in the table as shown in FIG. 7. The table shown in FIG. 7 includes columns such as an input date and time or period, and a schedule indicating a schedule to be performed on the date and time or period. In addition, from the schedule entered in the calendar by the user, a schedule related to eating and drinking such as a drinking party, a schedule related to exercise, a schedule representing a change in the environment such as a single assignment or a business trip may be extracted and registered. ..

In addition, the proposal generation unit 542 of the lifestyle-related improvement proposal device 5 calculates predetermined information (FIG. 3: S2). In this step, information such as the above-mentioned meal amount and indoor / outdoor temperature difference is calculated and stored in the fields of the corresponding columns of the above-mentioned table. The amount of food is calculated when the body is weighed at least twice a day, morning and evening. In general, the weight is lighter in the morning than in the evening due to the effects of basal metabolism, sweating, excretion, etc., and the amount of food for the day can be estimated from the difference. In addition, it is assumed that the time range is predetermined for each of "morning" and "evening". The indoor / outdoor temperature difference is calculated as the difference between the temperature at the location specified based on the position information of the user device 2A and the indoor temperature measured by the thermometer included in the measuring device 1.

Further, the proposal generation unit 542 of the lifestyle-related improvement proposal device 5 determines whether the user's biological information or lifestyle-related information satisfies a predetermined condition (FIG. 3: S3).

FIG. 8 is a diagram for explaining the determination performed in S3 to S6 of FIG. 3 and the message generation / transmission process. The table shown in FIG. 8 includes columns for condition, standard handling, exception condition, and exception handling. FIG. 9 is a diagram for explaining a specific example of the determination performed in S3 to S6 of FIG. 3 and the message generation / transmission processing. The table shown in FIG. 9 also includes columns for condition, standard handling, exception condition, and exception handling. In S3, the judgment shown in the condition column of each table shall be made.

In S3, for example, it is determined whether the value of the biometric information is within the standard range or the increase / decrease with respect to the average value of the user for a predetermined period is equal to or less than the predetermined threshold value, and the value of the lifestyle information is of the same age. It is determined whether the difference from the average value of the same sex is equal to or less than a predetermined threshold value, or whether the increase / decrease with respect to the average value of the user in a predetermined period is equal to or less than a predetermined threshold value. Specifically, predetermined conditions such as when the body weight tends to increase or decrease, the blood pressure corresponds to stages 1 to 3, lack of exercise, and the amount of food tends to increase or decrease. It shall be judged that the condition is satisfied.

If it is determined in S3 that the predetermined condition is not satisfied (S3: NO), the proposal generation unit 542 ends the process. On the other hand, when it is determined in S3 that the predetermined condition is satisfied (S3: YES), the proposal generation unit 542 determines whether the environmental information satisfies the exceptional condition (FIG. 3: S4). In S4, the judgment shown in the column of exception conditions in the tables shown in FIGS. 8 and 9 shall be made. In this step, for example, there is predetermined environmental information that affects the value of biometric information or the value of lifestyle-related information, or the predetermined environmental information that affects the improvement measures of the value of biometric information or the value of lifestyle-related information. Determine if exists. Specifically, there are plans to affect weight, changes in temperature that affect blood pressure, weather that affects ease of exercise, and plans to affect diet. In some cases, it is judged that the exceptional conditions are met.

When it is determined in S4 that the exceptional condition is not satisfied (S4: NO), the proposal generation unit 542 creates and transmits a standard message (FIG. 3: S5). In S5, it is assumed that the message shown in the standard processing column of the table shown in FIGS. 8 and 9 is generated. In this step, a standard message for calling attention or proposing improvement of biological information and lifestyle-related information is read from the storage device 52 and transmitted to the user device 2. Specifically, if the body is gaining weight, a message suggesting improvement is sent by encouraging exercise. If the blood pressure is high, a message to call attention is sent. In addition, if there is insufficient exercise, a message suggesting improvement is sent by encouraging exercise. If there is an increase or decrease in the amount of food, send a message to call attention.

On the other hand, when it is determined in S4 that the exceptional condition is satisfied (S4: YES), the proposal generation unit 542 creates and sends an exceptional message, or stops sending the message (FIG. 3). : S6). In this step, the environmental information is unavoidable, and an exceptional message for calling attention based on this or proposing the next best measure is read from the storage device 52 and transmitted to the user device 2. That is, when biometric information and lifestyle-related information satisfy predetermined conditions and there is environmental information that affects changes in biometric information or improvement measures thereof, a message based on the environmental information is sent or environmental information is sent. Based on this, the transmission of the message is stopped. Specifically, if the calendar has been entered with a schedule that will affect the weight when the weight is gained, a message suggesting improvement is sent after acknowledging that the weight gain is unavoidable. In addition, when a decrease in temperature that affects the increase in blood pressure is observed when the blood pressure increases, a message suggesting improvement is sent after acknowledging that the increase in blood pressure is unavoidable. In addition, if it is judged that exercise is insufficient based on the number of steps and bad weather is found, a message suggesting the next best measure to encourage exercise is sent based on this. Also, if it is judged that the change in the amount of food is large and the schedule that affects the amount of food is entered in the calendar, the change in the amount of food is considered unavoidable and the message is not sent. Good.

The message generated and transmitted in S5 or S6 of FIG. 3 may be directed not to the first user who is the patient but to the second user such as a doctor in charge of the patient. In messages addressed to specialists such as doctors, more specific evaluations and suggestions for improvement measures can be made, and it is up to the specialists to decide whether or not to inform the user.

<Effect>
According to the lifestyle-related improvement proposal processing as described above, it is possible to adjust the content of the proposal to be transmitted to the user based on the change and schedule of the environment that cannot be controlled by the user by using the environmental information. Therefore, it is possible to make a proposal for improving lifestyle habits in a manner more suitable for the user's situation.

In S3 and S4 of FIG. 3, two judgments are shown for convenience, but a message to be output may be determined based on one condition in which these are integrated. At the very least, by determining the message to be output using environmental information in addition to biological information or lifestyle information, it becomes possible to make a proposal according to the user's situation.

<Modification example>
Biological information includes the user's body fat percentage, visceral fat level, subcutaneous fat percentage, basal metabolism, skeletal muscle percentage, BMI, pulse, body temperature, etc., which are obtained from a body composition monitor, pulse meter, thermometer, and other devices. It may be a thing. In addition, the lifestyle-related information may include calories burned, fat burning amount, exercise amount, and the like acquired from the activity meter. In addition, the lifestyle information may be a value such as the number of steps or the amount of activity measured by the user's smartphone.

The user's behavior information may be acquired based on the user's post in cooperation with an SNS (Social Networking Service) or the like in addition to the calendar or instead of the calendar.

Further, the transmission / reception of a message may be controlled based on a standard other than the above-mentioned environmental information. For example, if a similar message is sent within 7 days of the message, the message may not be sent. By using a kind of environmental information such as whether or not a similar message was sent within 7 days of the message, it is possible to reduce annoying messages for the user depending on the situation of the user.

In addition, by making a judgment using environmental information, it may be possible to judge that lifestyle habits are improving, not due to the influence of environmental information. For example, if the blood pressure and diet values improve and no change in climate or steps is detected, it is judged that the eating habits are likely to have improved, and a message prompting the continuation is generated. You may do so.

<Others>
The description of each of the above examples merely illustrates the present invention, and the present invention is not limited to the above specific form. The present invention can be variously modified and combined within the scope of its technical idea.

The present invention also includes a computer program that executes the above-mentioned processing. Further, a computer-readable recording medium on which the program is recorded also belongs to the category of the present invention. For the recording medium on which the program is recorded, the above-mentioned processing can be performed by causing a computer to read and execute the program of the recording medium.

Here, the computer-readable recording medium means a recording medium that can be read from a computer by accumulating information such as data and programs by electrical, magnetic, optical, mechanical, or chemical action. Among such recording media, those that can be removed from a computer include flexible disks, magneto-optical disks, optical disks, magnetic tapes, memory cards, and the like. Further, as a recording medium fixed to the computer, there are a hard disk drive, a ROM, and the like.

1 Measuring device 2 User device 3 Meteorological information server 4 Behavior information server 5 Lifestyle-related improvement proposal device 51 Communication I / F
52 Storage device 53 Input / output device 54 Processor 541 Data acquisition unit 542 Proposal generation unit

Claims (8)

When the measured biological information of the first user or lifestyle-related information representing the lifestyle of the first user is acquired and the acquired information satisfies a predetermined condition, the user device used by the predetermined user is used. It is a lifestyle-related improvement proposal device that sends a message suggesting improvement of habits.
A data acquisition unit that further acquires environmental information regarding the environment in which the first user is located or the behavior of the first user.
A proposal generation unit that generates the message according to the environmental information and transmits the message to the user device, or stops the transmission of the message according to the environmental information.
Lifestyle-related improvement proposal device equipped with. When the biometric information or the lifestyle-related information has a predetermined change and the environmental information that can affect the biometric information or the lifestyle-related information exists, the proposal generation unit has a message corresponding to the environmental information. The lifestyle-related improvement proposal device according to claim 1. 2. The proposal generation unit generates a message for making an alternative proposal as the environmental information is unavoidable when the biological information or the environmental information that can affect the lifestyle-related information exists. Lifestyle-related improvement proposal device. The lifestyle-related lifestyle according to any one of claims 1 to 3, wherein the environmental information includes information representing the weather or temperature at the location of the first user, or information representing the action schedule of the first user. Improvement proposal device. The biometric information includes the weight or blood pressure of the first user.
The lifestyle-related improvement proposal device according to any one of claims 1 to 4, wherein the lifestyle-related information includes the amount of exercise or the amount of food of the user. The lifestyle-related improvement according to any one of claims 1 to 5, wherein the user device is a device used by the first user or a device used by a second user who guides the first user. Proposed device. When the measured biological information of the first user or lifestyle-related information representing the lifestyle of the first user is acquired and the acquired information satisfies a predetermined condition, the user device used by the predetermined user is used. It is a lifestyle-related improvement proposal method executed by a device that sends a message that proposes habit improvement.
A data acquisition step for further acquiring environmental information regarding the environment in which the first user is located or the behavior of the first user, and
A proposal generation step of generating the message according to the environmental information and transmitting the message to the user apparatus, or stopping the transmission of the message according to the environmental information.
Lifestyle-related improvement proposal methods including. When the measured biological information of the first user or lifestyle-related information representing the lifestyle of the first user is acquired and the acquired information satisfies a predetermined condition, the user device used by the predetermined user is used. A lifestyle-related improvement suggestion program run by a computer that sends a message suggesting a lifestyle-related improvement.
A data acquisition step for further acquiring environmental information regarding the environment in which the first user is located or the behavior of the first user, and
A proposal generation step of generating the message according to the environmental information and transmitting the message to the user apparatus, or stopping the transmission of the message according to the environmental information.
Lifestyle improvement proposal program including.

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