JP2020021366A - Action tracking device and action tracking program - Google Patents

Abstract

To provide an action tracking device and action tracking program that can track an action of a person even in a facility where it is conventionally difficult to track an action of a person.SOLUTION: As an embodiment of the present disclosure, an action tracking device 1 includes: a fixed reader 11 installed in a commercial facility; a mobile body sensor 12 provided for a rental object lent from the commercial facility and mounted on the body of the customer staying in the commercial facility, and having a function of tracking an action of the customer, a function of communicating with the fixed reader 11, and a battery 12a; a memory unit 13 that collects and stores information on the position and time at and for which the customer stays specified by communication between the fixed reader 11 and the mobile body sensor 12; an analysis computation unit 14 that conducts an analysis regarding the action of the customer based on the information stored in the memory unit 13; and a display 15 that displays a result of the analysis conducted by the analysis computation unit 14.SELECTED DRAWING: Figure 1

Description

  The present disclosure relates to a behavior tracking device and a behavior tracking program that track the behavior of a person in a facility (for example, a customer in a commercial facility).

  In commercial facilities such as hot-bath facilities and sports gyms, if the behavior of customers (persons) in commercial facilities can be tracked, the arrangement of equipment and articles in commercial facilities can be determined based on the results of flow line analysis and stay distribution analysis. It can optimize and plan sales policies for commercial facilities. However, since customers often use a commercial facility by removing a device (for example, a mobile phone or a wristwatch) that can be used as a sensor for tracking the behavior of the customer, the behavior of the customer in the commercial facility is grasped. Currently, this can only be done through questionnaire surveys. As described above, conventionally, it has been difficult to track customer behavior in commercial facilities such as hot bath facilities and sports gyms.

  Here, as a conventional technique relating to the tracking of human behavior, Patent Document 1 discloses a non-contact type IC tag, which is used to detect positional information of people in facilities such as amusement facilities, theme parks, amusement parks, zoos, department stores, and supermarkets. Is disclosed.

  Further, Patent Document 2 discloses a system for calculating a customer flow line, which is a line representing a passage through which a customer enters a specific area such as a store or a library to be surveyed.

  In Patent Document 3, behavior tracking is performed using a terminal IC reader capable of communicating with a fixed IC tag and a mobile IC tag. The monitoring of wandering is described as an application example.

  Further, in Patent Document 4, the position information acquired by the person detecting means is compared with the information representing the personality line corresponding to the identification code of the person existing in the space acquired by the recognizing means, and A system has been disclosed in which an identification code corresponding to information representing a close personality line is associated with positional information of a person present at the place.

  Patent Literature 5 discloses a system in which a locker can be unlocked and unlocked by a terminal device that measures biological information, and the biological information is displayed on the locker.

Japanese Patent No. 4061945 Japanese Patent No. 4407295 Patent No. 4781968 JP 2010-108037 A JP 2016-17331 A

  In the system of Patent Document 1, the article to which the non-contact IC tag is attached is an article distributed to various entrances such as an admission ticket, a shopping cart or basket dedicated to the facility, and attached to a human body in the facility. It is not something to be done. Also, in the system of Patent Document 2, the customer does not have a wireless tag, in the system of Patent Document 3, it is provided with a mobile IC tag, but it is not attached to the human body. Tags that are not attached to the human body are tags. Therefore, in the systems of Patent Literatures 1 to 4, there may be a case where a tag for tracking the behavior of a person is removed (separated) from the person, and it may be difficult to track the behavior of the person in the facility. is there.

  Further, the system of Patent Document 5 is a locker system, and is not a system for tracking human behavior.

  Therefore, the present disclosure has been made in order to solve the above-described problems, and a behavior tracking device and a behavior tracking device that can track the behavior of a person even in a facility where it has been conventionally difficult to track the behavior of a person. The purpose is to provide a tracking program.

  One embodiment of the present disclosure made in order to solve the above-described problem is that in a behavior tracking device, a fixed reader installed in a facility and a rental item lent from the facility and attached to a human body in the facility. Provided, a function for tracking the behavior of the person and a function for communicating with the fixed reader, a sensor for a mobile body including a battery, and the person specified by communication between the fixed reader and the sensor for the mobile body. A memory unit that collects and stores information on the position and time to stay, an analysis operation unit that analyzes the behavior of the person based on the information stored in the memory unit, and an analysis operation unit that performs And a display unit for displaying the analyzed result.

  According to this aspect, the mobile object sensor having a function of tracking the behavior of a person in the facility is provided on a rental object from the facility, which is attached to a human body. Therefore, the mobile object sensor is attached to the body of the person while the person is staying in the facility, so that the possibility of being removed from the body of the person is small. Therefore, even in a facility where it has conventionally been difficult to track the behavior of a person (for example, a commercial facility such as a hot bath facility or a sports gym), the behavior of a person can be tracked. Therefore, it is possible to reliably track the behavior of the person in the facility.

  In the above aspect, it is preferable that the analysis on the behavior of the person includes at least one of a flow line analysis for analyzing a trend of the person, and a stay distribution analysis for analyzing a position where the person has stayed. .

  According to this aspect, since the movement of people in the facility and the distribution of positions where people stayed can be known, optimization of the arrangement of equipment and articles in the facility and business measures for the facility are performed based on the analysis results on human behavior. Planning can be performed.

  In the above aspect, the apparatus further includes a biological information sensor provided on the rental item and having a function of collecting biological information of the person, wherein the analysis and calculation unit is obtained by communication between the fixed reader and the biological information sensor. It is preferable to analyze the physical condition of the person based on the obtained biological information of the person.

  According to this aspect, the health management and safety management of the people in the facility can be performed based on the analysis result regarding the physical condition of the people in the facility.

  In the above aspect, the lending article is provided with a notification unit for notifying a bather in the facility, the biological information of the person is information on the heart rate of the bather, The analysis calculation unit tracks the change in the heart rate from the time when the heart rate decreases to a minimum value after the bathing of the bather starts, and the notification unit indicates that the change in the heart rate is It is preferable to give a notification urging the bather to take a bath before the departure timing deviating from the physiologically safe range of the bather or the psychologically comfortable range of the bather.

  According to this aspect, before the change amount of the heart rate of the bather in the facility deviates from the physiologically safe range of the bather or the psychologically comfortable range of the bather, the bathing of the bather is performed. Provide a prompting notification. Thus, the bather can be encouraged to take a bath before the bather's heart rate reaches a set value at which the bather may cause an abnormality. In this way, the bather is encouraged to take a bath before the bather has an abnormality, so that the bather can be prevented from having an abnormality.

  In addition, since the bather only needs to wear the loan from the facility and does not need to be combined with other means for acquiring environmental information at the time of bathing, a simple system configuration can be achieved.

  Therefore, according to the above aspect, it is possible to prevent the occurrence of a bather's abnormality while having a simple system configuration. Therefore, it is possible to easily monitor the health of the bather while considering the physiological safety and psychological comfort of the bather.

  Another form of the present disclosure made in order to solve the above-described problem is a behavior tracking program, in which a fixed reader installed in a facility and a rental item lent from the facility and attached to a human body in the facility A function for tracking the behavior of the person, a function for communicating with the fixed reader, and a sensor for a mobile body including a battery, and information on the position and time at which the person stays specified by communication with the memory unit are stored in the memory unit. A storage process for collecting and storing, based on the information stored in the memory unit, an analysis process for causing the analysis operation unit to perform analysis on the behavior of the person, and an analysis result performed by the analysis operation unit. And causing the processor to execute a display process to be displayed on the display unit.

  According to the behavior tracking device and the behavior tracking program of the present disclosure, the behavior of a person can be tracked even in a facility where it has conventionally been difficult to track the behavior of a person.

It is a schematic structure figure of a behavior pursuit device of a 1st embodiment. It is a figure showing an example of the result of flow line analysis. It is a figure showing an example of a ranking table of popularity of a bath. It is a schematic structure figure of an action pursuit device of a 2nd embodiment. It is a figure which shows an example of a time change of the heart rate of a bather. It is a figure which shows the range of the physiological parameter | index which is physiologically safe and psychologically comfortable for a bather.

  Hereinafter, an embodiment of a behavior tracking device and a behavior tracking program of the present disclosure will be described.

[First Embodiment]
First, a first embodiment will be described. In the behavior tracking device 1 according to the present embodiment, even when taking a bath or exercising, a behavior tracking sensor is attached to a loaned item from a commercial facility such as a locker key 21 worn by a customer (person) in the commercial facility or a garment 22 in the hall. Function and communication function are added. Thus, even in a commercial facility such as a hot bath facility or a sports gym, the behavior of the customer such as where and how long the customer stayed can be tracked. Therefore, such an action tracking device 1 will be described in detail below.

<About the outline of the behavior tracking device>
First, the outline (outline of the configuration and operation) of the behavior tracking device 1 will be described. As shown in FIG. 1, the behavior tracking device 1 includes a fixed reader 11, a mobile body sensor 12, a memory unit 13, an analysis operation unit 14, a display unit 15, and the like.

  One or more fixed readers 11 are installed on a pillar P, a wall, or the like in a commercial facility. The fixed reader 11 is, for example, a reader for a fixed IC tag, and communicates with the mobile sensor 12 via Wi-Fi (registered trademark), Bluetooth (registered trademark), or the like. The information in 12 is read. The fixed reader 11 communicates with the memory unit 13 via Wi-Fi, Bluetooth, or the like, and sends information to the memory unit 13. The fixed reader 11 may communicate with the memory unit 13 by wire.

  As shown in FIG. 1, the mobile body sensor 12 is lent from a commercial facility and is incorporated in a locker key 21, a garment 22, or the like, which is a loaned article attached to the body of a customer in the commercial facility. Is provided. The mobile body sensor 12 is, for example, a mobile body IC tag, and has a function of tracking human behavior, a function of communicating with the fixed reader 11, and a battery 12a. The mobile body sensor 12 also has a waterproof function. The battery 12a can be wirelessly charged in a non-contact manner or can be charged in a contact manner. Therefore, for example, after the locker key 21 and the garment 22 are collected in a commercial facility, they are stored in a predetermined storage location until the next time they are lent, so that the battery 12a can be automatically charged. .

  The memory unit 13 is a memory of a computer PC (terminal device) in a commercial facility in the example shown in FIG. 1, but is not limited to this. May be provided. The memory unit 13 collects and stores position information and time information (information on the position and time at which a person stays) specified (obtained) by communication between the fixed reader 11 and the mobile sensor 12.

  The analysis operation unit 14 is, for example, an operation device of a computer PC in a commercial facility. The analysis operation unit 14 performs an analysis (for example, a flow line analysis and a stay distribution analysis) on the behavior of the customer based on the information stored in the memory unit 13. Here, the “flow line analysis” is to analyze the trend of the customer, and to analyze by connecting a plurality of plotted positions of the customer with a line according to the behavior of the customer. The “stay distribution analysis” is to analyze the position where the customer stayed, and to map and analyze the position where the customer stayed according to the behavior of the customer.

  The display unit 15 is, for example, a monitor of a computer PC in a commercial facility. The display unit 15 displays an analysis result performed by the analysis operation unit 14.

  In the behavior tracking device 1 having such a configuration, information on the position and time at which the customer stays can be obtained by communication between the fixed reader 11 and the mobile sensor 12. Then, the obtained information is collected and stored in the memory unit 13. Then, the analysis operation unit 14 performs, for example, a flow line analysis and a stay distribution analysis as an analysis on the behavior of the customer based on the information stored in the memory unit 13. Then, the display unit 15 displays an analysis result performed by the analysis operation unit 14. In addition, the analysis calculation unit 14 may perform both the flow line analysis and the stay distribution analysis, or may perform only one of the flow line analysis and the stay distribution analysis as the analysis regarding the behavior of the customer.

  Each process performed in the behavior tracking device 1 is performed by a processor of a computer PC in a commercial facility, for example, by a behavior tracking program installed in a memory of a computer PC in a commercial facility. Thus, the behavior tracking program according to the present embodiment causes a processor to execute a storage process, an analysis process, and a display process. Here, the storage process is a process of collecting and storing information on the position and time at which the customer stays specified by the communication between the fixed reader 11 and the mobile body sensor 12 in the memory unit 13. The analysis process is a process of causing the analysis operation unit 14 to analyze the behavior of the customer based on the information stored in the memory unit 13. Further, the display process is a process of displaying an analysis result performed by the analysis operation unit 14 on the display unit 15.

<Example of use of behavior tracking device>
A specific use example of the behavior tracking device 1 having such an outline in a commercial facility will be described.

  First, at the reception of a commercial facility, a locker key 21 and / or an in-house garment 22 are lent to a customer. Then, the customer attaches the loan from the commercial facility to his / her body by attaching the locker's key 21 to his / her arm or the like, or wearing the hotel's jacket 22, and stays in the commercial facility. I do. Note that the locker key 21 and the in-house garment 22, which are lent items from the commercial facility, are collected at the commercial facility after use.

  When the customer freely moves in the commercial facility while wearing the locker key 21 and the in-house garment 22, the fixed reader 11 installed on a pillar P, a wall, and the like in the commercial facility, the locker key 21 and the The mobile body sensor 12 provided on the arrival 22 communicates. Then, the information of the position and time at which the customer stays is specified by this communication, and the memory unit 13 collects and stores the information obtained from the fixed reader 11.

  Then, the analysis operation unit 14 performs a flow line analysis, a stay distribution analysis, and the like as an analysis on the behavior of the customer based on the information stored in the memory unit 13. FIG. 2 shows an example of the result of the flow line analysis. In the example shown in FIG. 2, the broken line indicates that the customer first goes to the washing room and then moves to bath A, bath B, and so on. Then, the analysis calculation unit 14 creates, for example, a ranking table of staying facilities in the commercial facility based on the analysis result regarding the behavior of the customer. As a ranking table, for example, a ranking table of bath popularity as shown in FIG. 3 is created. Such an analysis result can be used for optimizing the arrangement of facilities and articles in a commercial facility and for drafting business measures for the commercial facility.

  In the present embodiment, depending on the usage, the location of the customer can be grasped by real-time analysis. In addition, an individual can be specified depending on the usage.

<Operation and effect of the present embodiment>
As described above, the behavior tracking device 1 according to the present embodiment includes a fixed reader 11 installed in a commercial facility and a locker key 21 which is a loaned item lent from the commercial facility and attached to the body of a customer in the commercial facility. And a mobile body sensor 12 provided on the inside garment 22. The mobile body sensor 12 has a function of tracking the behavior of the customer, a function of communicating with the fixed reader 11, and a battery 12a. In addition, the behavior tracking device 1 collects and stores information on the position and time at which the customer stays, which is specified by the communication between the fixed reader 11 and the mobile sensor 12, and the memory unit 13 stores the information. And an analysis operation unit 14 for analyzing the behavior of the customer based on the obtained information. In addition, the behavior tracking device 1 includes a display unit 15 that displays an analysis result performed by the analysis calculation unit 14.

  As described above, in the present embodiment, the mobile sensor 12 having the function of tracking the behavior of the customer in the commercial facility includes the locker key 21, which is a lending item from the facility attached to the customer's body, and 22. Therefore, since the mobile body sensor 12 is worn on the customer's body while the customer is staying in the commercial facility, there is little risk of being removed from the customer's body. Therefore, even in a facility where it has conventionally been difficult to track the behavior of the customer (for example, a commercial facility such as a hot bath facility or a sports gym), the behavior of the customer can be tracked. Therefore, it is possible to reliably track the behavior of the customer in the commercial facility.

  Further, since a mobile phone or a wristwatch having a camera function or containing personal information is not used, the behavior of the customer can be tracked without violating the privacy of the customer.

  Further, since the locker key 21 and the garment 22 that are lent from the commercial facility are returned from the customer to the commercial facility after being used by the customer, the risk of losing the mobile sensor 12 is extremely low. . Also, depending on how you use it, real-time analysis can help you understand who is and where you are.

  In addition, the analysis on the behavior of the customer includes at least one of a flow line analysis for analyzing a trend of the customer and a stay distribution analysis for analyzing a position where the customer has stayed.

  As a result, it is possible to understand the trends of customers in commercial facilities and the distribution of locations where customers stay, and based on the analysis results of customer behavior, optimize the arrangement of equipment and goods in commercial facilities and implement sales policies for commercial facilities Planning can be performed.

[Second embodiment]
Next, the second embodiment will be described, but the points different from the first embodiment will be mainly described.

<About the outline of the behavior tracking device>
In the behavior tracking device 1, if the function of a sensor that collects the customer's biological information is added to the thing lent from the commercial facility, the health management and the safety management of the customer in a hot bath facility, a sports gym, or the like can be performed. In particular, since the location where the customer has an abnormality is specified in combination with the location information of the customer, there is an advantage in a commercial facility that the facility manager can rush to the location where the customer has an abnormality.

  Therefore, as shown in FIG. 4, the behavior tracking device 1 of the present embodiment has the biometric information sensor 16 provided on the locker key 21 which is a loan from a commercial facility. In the example shown in FIG. 4, the biometric information sensor 16 is provided on the locker key 21, but the biometric information sensor 16 may be provided on the inside garment 22 or the like which is lent from a commercial facility. The biological information sensor 16 has a function of collecting biological information of a customer. In the present embodiment, the analysis calculation unit 14 determines the customer's biometric information based on the customer's biometric information obtained by communication between the fixed reader 11 and the biometric information sensor 16 (communication via Wi-Fi, Bluetooth, or the like). Analyze your physical condition.

  Further, the behavior tracking device 1 according to the present embodiment has a notification unit 17 provided for an object lent from a commercial facility. The notification unit 17 has a function of notifying a customer.

  Therefore, as the biological information sensor 16, for example, a sensor that measures the heart rate Hr of a bather (customer) in a hot bath facility is assumed, and the sensor that measures the heart rate Hr of the bather is used to detect the health of the bather. An embodiment for performing safety management (an embodiment for monitoring a bather's health condition) will be described.

<Characteristics of heart rate during bathing>
Here, the characteristics of the heart rate Hr of the bather during bathing will be described. When the bather starts bathing in the bathtub, a peak value Hr0 of the heart rate Hr appears due to the effect of the water pressure at time T0 at the start of bathing as shown in FIG. Then, after the heart rate Hr decreases while the fluctuation of the heart rate Hr due to the influence of the body motion in the washing place before the start of bathing stops, that is, after the heart rate Hr becomes the minimum value Hr1 at the time T1. Then, the body temperature of the bather rises and the heart rate Hr increases. The data of the time change of the heart rate Hr shown in FIG. 5 is obtained under the conditions that the hot water temperature is 40 ° C. and the bathing time is 20 minutes.

<About processing of bather's health monitoring>
Therefore, in the behavior tracking device 1 of the present embodiment, the analysis calculation unit 14 firstly changes the heart rate Hr from the time when the heart rate Hr decreases to the minimum value Hr1 after the bather starts bathing ( Hereinafter, “heart rate change ΔHr” is tracked. Then, the notification unit 17 prompts the bather to take a bath before the departure timing at which the heart rate change amount ΔHr deviates from the physiologically safe range of the bather or the psychologically comfortable range of the bather. Make a notification. Here, the “deviation timing” is, for example, the timing of the time T3 when the heart rate Hr reaches the set value Hr3 in FIG.

  As shown in FIG. 6, it is assumed that the physiologically safe range of the bather is, for example, less than 20 bpm, and the psychologically comfortable range of the bather is less than 30 bpm.

  The process of monitoring the bather's health performed by the behavior tracking device 1 will be described in more detail. In the present embodiment, the processor of the computer PC in the commercial facility executes the bathing navigation program to perform the process of monitoring the health condition of the bather.

  Therefore, the processor of the computer PC specifically performs the process of monitoring the health condition of the bather as described below. First, the heart rate change amount ΔHr from the start of bathing to bathing is tracked. Then, the time until the heart rate Hr reaches the set value Hr3 (see FIG. 5) is predicted. At this time, the heart rate Hr reaches the set value Hr3 from the inclination of the change amount of the heart rate Hr for several minutes after detecting the lowest value Hr1 (see FIG. 5) (the change amount of the heart rate Hr per unit time). Predict the time until. Then, before the predicted time, a notification for urging the bather to take a bath is given. Here, the inclination of the variation of the heart rate Hr is calculated by performing a moving average process in order to correct the fluctuation of the heart rate Hr. Further, the change pattern of the heart rate Hr due to the bather's daily bathing is learned (machine learning or deep learning is performed), and the change over time of the heart rate Hr (that is, the time until the heart rate Hr reaches the set value Hr3). May be predicted.

  Then, the notification urging the bather to take a bath is given by vibration, sound, or the like of the notification unit 17 provided on the lending material from the commercial facility, such as the locker key 21.

  Further, as a health management at the time of bathing, a notification urging the bather to take a bath can be given at a notification timing set in advance by the bather. That is, it is as described below. First, even if the notification is given at the recommended bathing timing, a time lag may occur before the bather moves to the bathing action. Here, the recommended bathing timing is a timing at which the bather is recommended to take a bath (the heart rate Hr shown in FIG. 5 is a recommended timing before the deviation timing (the timing of the time T3 shown in FIG. 5)). (Timing of time T2 at which the value becomes Hr2). And even during such a time lag, the heart rate Hr changes moment by moment, and the heart rate change ΔHr eventually falls from the physiologically safe range of the bather or the psychologically comfortable range of the bather. There is a risk of deviation. Therefore, the timing for giving the notification urging the bather to take a bath should be shifted from the recommended bathing timing to a desired timing set in advance by the bather. The desired timing may be set, for example, one minute before the recommended bathing timing.

  Further, when taking a bath, the bather is released from the water pressure, and the blood pressure of the bather fluctuates. Therefore, in order to prevent the bather from falling down due to dizziness etc., when giving a notification urging the bather to take a bath, it is urged to perform the rising motion slowly or to stand up with a handrail. Guidance may be provided, such as to do.

  Further, the heart rate Hr may not increase even if the bather takes a long time bathing, depending on the bathroom temperature, the hot water temperature, and the water level immersed in the hot water. In this case, when a predetermined time X1 (first predetermined time) (for example, 20 minutes) has elapsed from the start of bathing, thereafter, every predetermined time X2 (second predetermined time) (for example, every 5 minutes) Notify the bather to take a bath. Since the predetermined time X1 can be adjusted, when the bather wants to take a long bath by taking a half-body bath or the like, the bather himself / herself prompts the bather to take a bath from the start of bathing. Can be set for the shortest time before performing. In this case, the minimum time is set each time the user takes a bath to prevent a notification error.

  Also, when the bather encounters an accident such as sudden illness or general injury while taking a bath, the heart rate Hr may not be detected by the biological information sensor 16 in some cases. Therefore, in this case, after a predetermined time X3 (third predetermined time) (for example, 5 minutes) has elapsed from the start of bathing of the bather, the emergency contact information (for example, reception of a commercial facility or the like) is set to a preset emergency contact. You may be notified.

  In addition, the movement of the bather is detected by a body motion sensor (acceleration sensor, not shown), and it is determined that the heart rate Hr has increased due to the movement of the bather instead of increasing the heart rate Hr due to the rise in the body temperature of the bather. In such a case, the notification urging the bather to take a bath may not be issued.

  In addition, after giving a notification urging the bather to take a bath, it is also possible to determine whether or not the bather has actually taken a bath by looking at the waveform of the time change of the heart rate Hr thereafter.

<Operation and effect of the present embodiment>
As described above, the behavior tracking device 1 of the present embodiment measures the heart rate Hr by the biological information sensor 16 provided on a lending item from a commercial facility. After the bather starts bathing, the heart rate change amount ΔHr (the change amount of the heart rate Hr from the time when the heart rate Hr decreases to the minimum value Hr1) is tracked. Then, before the departure timing (for example, time T3 shown in FIG. 5) at which the heart rate change amount ΔHr deviates from the physiologically safe range of the bather or the psychologically comfortable range of the bather, To take a bath.

  Thus, before the heart rate change amount ΔHr deviates from the physiologically safe range of the bather or the psychologically comfortable range of the bather, a notification urging the bather to take a bath is issued. Thereby, the bather can be encouraged to take a bath before the heart rate Hr of the bather reaches the set value Hr3 at which the bather may cause an abnormality. In this way, the bather is encouraged to take a bath before the bather has an abnormality, so that the bather can be prevented from having an abnormality.

  Further, the bather only needs to wear the locker key 21 or the like, which is a loan from the commercial facility, and does not need to be combined with other means for acquiring environmental information at the time of bathing. It can be.

  Therefore, it is possible to prevent the occurrence of an abnormality of a bather while having a simple system configuration. Therefore, it is possible to easily monitor the health of the bather while considering the physiological safety and psychological comfort of the bather.

  Then, the physiologically safe range of the bather is less than 20 bpm, and the psychologically comfortable range of the bather is less than 30 bpm.

  Also, the heart rate Hr reaches the set value Hr3 that is the departure timing from the amount of change in the heart rate Hr per unit time for several minutes (for example, two to three minutes) from the time when the heart rate Hr has reached the minimum value Hr1. The time until the bathing is predicted, and a notification urging the bather to take a bath is given before the predicted time. Thus, a notification urging the bather to take a bath can be given at an appropriate timing before the departure timing, so that occurrence of an abnormality of the bather can be more reliably prevented.

  The notification unit 17 provided on the locker key 21, which is a loaned item from a commercial facility, notifies the bather that he or she should take a bath, thereby measuring the heart rate Hr, tracking the heart rate change ΔHr, and taking a bath. Since the notification urging the person to take a bath can be made only with the locker key 21, a simpler system configuration can be achieved.

  The amount of change in the heart rate Hr per unit time is calculated by performing a moving average process. This makes it possible to correct the fluctuation of the heart rate Hr, so that the time until the heart rate Hr reaches the set value Hr3 can be more accurately predicted. Also, by learning the change pattern of the heart rate Hr due to daily bathing, the time until the heart rate Hr reaches the set value Hr3 can be more accurately predicted.

  In addition, the timing at which the notification urging the bather to take a bath is performed from the bathing recommendation timing at which the bather is recommended to take a bath before the departure timing, to the desired timing set by the bather in advance. Can be shifted. As a result, even if a time lag occurs between the notification of prompting the bather to take a bath and the transfer of the bather to the bathing action, the physiological safety and the psychological comfort of the bather can be ensured. The occurrence of abnormalities in bathers can be prevented.

  When the measurement value of the heart rate Hr by the biological information sensor 16 does not increase, when a predetermined time X1 has elapsed from the start of bathing of the bather, a notification urging the bather to take a bath is issued every predetermined time X2. . Accordingly, even if the heart rate Hr does not increase even after bathing for a long time and the heart rate change ΔHr cannot be tracked due to the bath temperature, the hot water temperature, and the water level in the hot water, the bather is encouraged to take a bath. Thereby, occurrence of an abnormality of a bather can be reliably prevented.

  Further, since the predetermined time X1 can be adjusted, when the bather wants to take a long bath for performing a half-body bath or the like, the timing for giving a notification urging the bather to take a bath is adjusted, and the bather can take a bath. The notification prompting the user is not made unnecessarily, so that the bather can comfortably take a bath.

  If the heart rate Hr cannot be measured by the biometric information sensor 16, after a predetermined time X3 has elapsed from the start of bathing of the bather, a notification is sent to a preset emergency contact. Thus, when the heart rate Hr cannot be measured due to encountering an accident such as sudden illness or general injury while taking a bath, the emergency contact can be notified, so that it is possible to cope with the occurrence of an abnormality of the bather.

  Further, the movement of the bather is detected by the body motion sensor, and when it is determined that the heart rate Hr has increased due to the movement of the bather, the notification urging the bather to take a bath may not be issued. Thereby, even if the bather moves frequently and the heart rate Hr increases, the notification urging the bather to take a bath is not persistently notified, and the physiological safety and the psychological state of the bather are prevented. The bather's health condition can be monitored while taking into consideration comfort.

  The above-described embodiment is merely an example, and does not limit the present disclosure in any way. It goes without saying that various improvements and modifications can be made without departing from the gist of the present disclosure.

  For example, as a modified example, the behavior tracking device 1 does not have the moving object sensor 12, but has the biological information sensor 16 and the notification unit 17, and the analysis calculation unit 14 performs the biological information of the customer (bather). An embodiment in which the analysis on the physical condition of the customer is performed based on (heart rate) is also conceivable.

Reference Signs List 1 behavior tracking device 11 fixed reader 12 mobile sensor 12a battery 13 memory unit 14 analysis operation unit 15 display unit 16 biometric information sensor 17 notification unit 21 locker key 22 indoor arrival P pillar PC computer Hr heart rate Hr0 peak value Hr1 lowest Value Hr2 Recommended timing value Hr3 Set value ΔHr Heart rate change amount T, T1, T2, T3 Time X1, X2, X3 Predetermined time

Claims (5)

A fixed reader installed in the facility,
A mobile object sensor provided with a function lent from the facility and attached to a body attached to a person's body in the facility, a function of tracking the action of the person and a function of communicating with the fixed reader, and a battery,
A memory unit that collects and stores information on the position and time at which the person stays specified by communication between the fixed reader and the mobile sensor,
Based on the information stored in the memory unit, an analysis operation unit that analyzes the behavior of the person,
Having a display unit for displaying an analysis result performed by the analysis operation unit,
A behavior tracking device characterized by the following. The behavior tracking device according to claim 1,
The analysis related to the behavior of the person includes at least one of a flow line analysis for analyzing a trend of the person, and a stay distribution analysis for analyzing a position where the person has stayed.
A behavior tracking device characterized by the following. The behavior tracking device according to claim 1 or 2,
A biological information sensor having a function of collecting the biological information of the person is provided on the rental item,
The analysis operation unit, based on the biological information of the person obtained by communication between the fixed reader and the biological information sensor, to analyze the physical condition of the person,
A behavior tracking device characterized by the following. The behavior tracking device according to claim 3,
The notification unit is provided on the rental item, and has a notification unit for notifying a bather in the facility,
The biological information of the person is information on the heart rate of the bather,
The analysis calculation unit, after the bathing of the bather starts, tracks the amount of change in the heart rate from the time when the heart rate decreases to a minimum value,
The notification unit may be configured such that the change amount of the heart rate deviates from a physiologically safe range of the bather or a departure timing from a psychologically comfortable range of the bather before the bathing of the bather. To notify you,
A behavior tracking device characterized by the following. A fixed reader installed in the facility, a function to track the behavior of the person and a function to communicate with the fixed reader, and a battery provided on a rental item lent from the facility and attached to the body of a person in the facility; and a battery. A sensor for a mobile body comprising: a storage process for collecting and storing information on the position and time at which the person stays identified by communication with the memory unit,
An analysis process for causing an analysis calculation unit to perform an analysis on the behavior of the person based on the information stored in the memory unit;
A display process for displaying the analysis result performed by the analysis operation unit on a display unit,
Causing the processor to execute
A behavior tracking program characterized by:

Images