JP2017174360A - Environment analysis system and program for environment analysis - Google Patents

Abstract

PROBLEM TO BE SOLVED: To perform analysis taking into account a living environment such as an individual's location information, corresponding partner information, and behavioral content information.SOLUTION: An environment analysis system of the present invention comprises: bio-information transmission means for collecting an individual's bio-information and transmitting it together with collection day/time information; individual environment information transmission means for collecting and/or inputting and transmitting environment information that includes at least the individual's location information, the then corresponding partner information, and the then behavioral content information together with the then day/time information; bio-information change time detection means for detecting a point of time when a change has occurred exceeding a prescribed threshold to the bio-information transmitted by the bio-information transmission means; change time environment information detection means for detecting environment information at the point of time detected by the bio-information change time detection means on the basis of the environment information transmitted by the individual environment information transmission means.SELECTED DRAWING: Figure 1

Description

  The present invention relates to an environment analysis system and an environment analysis program capable of analyzing problems relating to the environment such as the working environment and the workplace environment.

  Everybody will experience the moments of nearness and urgency that occur during work in the workplace. Many people also experience stress on the pure environment such as workplace temperature, humidity, and odor, and environmental stress such as interpersonal stress. However, these environmental stresses are not reported, and it is difficult to take systematic measures against reporting.

  However, in Japan, the era of 100 million active participation, including the active participation of women, has been screamed, and in order to achieve this, it is considered indispensable to improve the living environment, especially the working environment and the working environment. Examples described in the cited documents 1 to 3 can be given as conventional examples made for the purpose of approximating such a purpose.

  Patent Literature 1 collects information related to the user's movement, determines the user's movement status, collects environmental information, and generates a message that causes the user to take actions that lead to health. A life management terminal device to be presented is disclosed.

  In Patent Document 2, the scope of recruitment or selection of candidates can be reduced, the promotion or recruitment process can be reduced, and resources can be saved. In addition, the company verifies the compatibility between the individuality of the applicant and the corporate culture, and is appropriately qualified. A system is disclosed that allows for reliable selection of personnel.

  In the cited document 2, the interface unit receives a plurality of pieces of data input by a plurality of users. The characteristic analysis unit is connected to the interface unit and analyzes a plurality of characteristic indexes of the plurality of users based on the plurality of data. The compatibility analysis unit is connected to the characteristic analysis unit and analyzes the compatibility of the plurality of users according to the plurality of characteristic indexes, and generates a plurality of corresponding compatibility indexes, thereby generating a compatibility index matrix. calculate. The report generation unit is characterized in that it receives the analysis results of the characteristic analysis unit and the compatibility analysis unit, analyzes the localization relationship in a work environment of the plurality of users, and generates an analysis report.

  Reference 3 discloses a system, computer medium, and computer-implemented method for monitoring employee health.

  The invention of this cited document 3 is a system for monitoring the health of employees while in the work environment, comprising a communication network and a health database connected to the communication network, wherein one or more employees A database storing employee health information and a set of one or more health sensors configured to collect health data from the employee. Further, the cited document 3 invention involves collecting health data from a set of one or more health sensors provided on or near the employee while the employee is engaged in business. .

  In the cited document 3, the one or more health sensors are configured to output health data corresponding to characteristics sensed by the sensors, and the one or more health sensors are configured to detect employee biometrics and biomechanics. With at least one or more biometric and biomechanical sensors configured to sense the characteristic, at least one of the one or more health sensors is integrated within the mobile communication device. The collected health data is used to determine an employee's health profile. The method includes displaying a health report including an employee's health profile via a mobile communication device.

JP 2003-173375 A JP 2010-198589 A JP 2014-524800 A

  However, in the invention described in any cited document, management and analysis in consideration of living environment or working environment, such as personal whereabouts information, corresponding partner information, action content information at that time, is not performed. It is not a system or method that leads to improvement of the living environment as described above, particularly the working environment or the working environment.

  The present invention has been made in view of the current situation in the conventional system for environmental improvement as described above, and its purpose is the living environment such as personal location information, corresponding partner information, and action content information at that time. To provide an environmental analysis system and an environmental analysis program for performing analysis in consideration of the above.

  The environmental analysis system according to the present invention collects personal biometric information and transmits biometric information transmitting means that transmits the biometric information together with the collection date and time information, the personal location information, corresponding partner information, and action content information at that time. Personal environment information transmitting means for collecting and / or inputting environmental information including the date and time information at that time and transmitting the information, and a point in time at which a fluctuation exceeding a predetermined threshold occurs for the biological information transmitted by the biological information transmitting means. Biometric information fluctuation time detecting means for detecting, and environmental information detecting means for detecting environmental information at the time detected by the biometric information fluctuation time detecting means based on the environmental information transmitted by the personal environment information transmitting means. It is characterized by comprising.

  The environmental analysis system according to the present invention includes location environment information transmitting means for collecting location environment information including at least temperature, humidity, and illuminance for a plurality of locations of individuals and transmitting the location information together with each location identification information. The environment information detecting means detects the location environment information at the time point detected by the biological information variation time point detecting means based on the environment information transmitted by the whereabouts environment information transmitting means.

  In the environmental analysis system according to the present invention, the biological information includes at least blood pressure, a pulse rate, and a sweating amount.

  The environmental analysis system according to the present invention is characterized in that the counterpart information includes the number of persons, each name, class or title, and gender.

  In the environmental analysis system according to the present invention, the fluctuation environment information detection means detects the whereabouts and the action content at the time point detected by the biological information change time point detection means, and adds the biological information transmitted by the biological information transmission means. On the basis of this, it is characterized in that a biological information fluctuation graph is created by detecting a temporal change of the biological information when the action content is performed at the location on the day at the time.

  In the environment analysis system according to the present invention, set information is created and accumulated between the time point detected by the biological information change time point detection means and the environment information detected by the change time environment information detection means corresponding to this time point. Characterized in that it comprises set information creation and storage means, and statistical processing means for performing statistical processing of information that appears for the set information stored in a predetermined period to identify the relationship between fluctuations in biological information and environmental information. .

  In the environmental analysis system according to the present invention, based on the set information accumulated by the set information creating and accumulating means for a predetermined period, the time of the day detected by the biological information variation time detecting means is obtained, Biological information fluctuation tendency detecting means for detecting a biological information fluctuation tendency is provided.

  In the environmental analysis system according to the present invention, the biological information transmission unit and / or the personal environment information transmission unit is configured as one or more wearable devices.

  In the environmental analysis system according to the present invention, the wearable device is configured by at least one of a wristwatch type, a name plate type, a glasses type, a hat type, and a clothing type.

  An environment analysis program according to the present invention collects biometric information of an individual and transmits biometric information transmitting means for transmitting together with the collection date and time information, the personal location information, counterpart information at that time, and action content information at that time. Personal environment information transmitting means for collecting and / or inputting and transmitting together with date and time information at that time, including biological information transmitted by the biological information transmitting means and environmental information transmitted by the personal environment information transmitting means. A program for use in an environmental analysis system constituted by a computer that receives and processes a computer, wherein the computer detects a time point at which a fluctuation exceeding a predetermined threshold occurs in the biological information transmitted by the biological information transmitting means. Biological information fluctuation time detection means, environmental information at the time detected by the biological information fluctuation time detection means Characterized in that to function as variable time environment information detecting means for detecting on the basis of the environment information transmitted by the personal environment information transmitting unit.

  In the environment analysis program according to the present invention, the computer collects location environment information including at least temperature, humidity, and illuminance for a plurality of locations of individuals, and transmits the location environment information transmission means together with each location identification information. Function as a change-time environment information detection unit, so as to detect the location environment information at the time point detected by the biological information change point detection unit based on the environment information transmitted by the location environment information transmission unit It is characterized by making it.

  In the environment analysis program according to the present invention, the biological information includes at least blood pressure, a pulse rate, and a sweating amount.

  The environment analysis program according to the present invention is characterized in that the counterpart information includes the number of persons, each name, class or title, and gender.

  In the environment analysis program according to the present invention, the computer is used as a fluctuation environment information detection unit, and the location and action content detected by the biological information change point detection unit are detected and transmitted by the biological information transmission unit. Based on the biometric information, the biometric information fluctuation graph is generated by detecting a time-dependent change of the biometric information when the action content is performed at the location on the day at the time.

  In the environment analysis program according to the present invention, the computer is set information including a time point detected by the biological information change time point detection means and environment information detected by the change time environment information detection means corresponding to this time point. Set information creation and accumulation means for creating and accumulating information, and performing statistical processing of information that appears for the set information accumulated for a predetermined period to function as statistical processing means for identifying the relationship between fluctuations in biological information and environmental information Features.

  In the environment analysis program according to the present invention, the computer is configured to determine a time in a day from the time point detected by the biological information variation time point detection unit based on the set information accumulated in the predetermined period by the set information creation / storage unit. It is characterized by functioning as a biological information fluctuation tendency detecting means for detecting a biological information fluctuation tendency in one day.

  According to the present invention, environmental information including at least biometric information transmitting means for collecting personal biometric information and transmitting it together with the collection date and time information, personal location information, counterpart information at that time, and action content information at that time Personal environment information transmitting means that collects and / or inputs the information together with the date and time information at that time, and transmits the biometric information transmitted by the biometric information transmitting means to detect a time point when a fluctuation exceeding a predetermined threshold occurs. An information fluctuation time detection means and a fluctuation environment information detection means for detecting environmental information at a time point detected by the biological information fluctuation time detection means based on the environmental information transmitted by the personal environment information transmission means. Therefore, it is possible to perform analysis in consideration of the living environment, such as personal whereabouts information, corresponding partner information, and action content information at that time.

  According to the present invention, for a plurality of individual locations, at least environmental location information including temperature, humidity, and illuminance is collected, and the location environment information transmitting means for transmitting the location information together with each location identification information is provided. The means detects the location environment information at the time point detected by the biological information fluctuation time point detection unit based on the environment information transmitted by the location environment information transmission unit, so that the personal location information and corresponding partner information at that time In addition, it is possible to analyze not only the living environment but also the environment including the whereabouts environment information, such as the action content information at that time.

1 is a configuration diagram of an embodiment of an environmental analysis system according to the present invention. The functional block diagram of the biometric information transmission device used for embodiment of the environment analysis system which concerns on this invention. The functional block diagram of the whereabouts environment information transmitter used for embodiment of the environment analysis system which concerns on this invention. The block diagram of the portable information terminal used for embodiment of the environment analysis system which concerns on this invention. The figure which shows an example of the screen which inputs an individual's whereabouts of the portable information terminal used for embodiment of the environment analysis system which concerns on this invention. The figure which shows an example of the screen which inputs the other party information of the portable information terminal used for embodiment of the environment analysis system which concerns on this invention. The figure which shows an example of the screen which inputs the action content information of the portable information terminal used for embodiment of the environment analysis system which concerns on this invention. The figure which shows an example of the screen which inputs the action content information of the portable information terminal used for embodiment of the environment analysis system which concerns on this invention. The block diagram of the computer terminal used for embodiment of the environment analysis system which concerns on this invention. The block diagram of the server used for embodiment of the environment analysis system which concerns on this invention. The functional block diagram of the server used for 1st Embodiment of the environmental analysis system which concerns on this invention. The figure which shows an example of the biometric information collected in 1st Embodiment of the environmental analysis system which concerns on this invention. The figure which shows an example of the personal environment information input in 1st Embodiment of the environment analysis system which concerns on this invention. The figure which shows an example of the location environment information collected in 1st Embodiment of the environmental analysis system which concerns on this invention. The figure which shows an example of the environment information at the time of the fluctuation | variation for every personal identification information collected in the predetermined period in 1st Embodiment of the environment analysis system which concerns on this invention. The functional block diagram of the server used for 2nd Embodiment of the environmental analysis system which concerns on this invention. The block diagram which shows the processing content by the server used for 2nd Embodiment of the environmental analysis system which concerns on this invention. The figure which shows the graph produced by the server used for 3rd Embodiment of the environmental analysis system which concerns on this invention.

  Embodiments of an environment analysis system and an environment analysis program according to the present invention will be described below with reference to the accompanying drawings. In the drawings, the same components are denoted by the same reference numerals, and redundant description is omitted. FIG. 1 shows a configuration diagram of an embodiment of an environmental analysis system according to the present invention. The environment analysis system includes a server 10, a portable information terminal 30, a location environment information transmission device 40, a biological information transmission device 50, and a computer terminal 60 that are the center of the system. The portable information terminal 30, the location environment information transmitting device 40, and the computer terminal 60 are connected to the server 10 via the network 70, for example.

  The biological information transmitting device 50 is provided for each individual, and can be configured by, for example, a wristwatch type wearable device. The biological information transmitting device 50 can be configured by at least one of a wristwatch type, a name plate type, a glasses type, a hat type, and a clothing type. The biological information transmitting device 50 may be integrated into the portable information terminal 30.

  As shown in FIG. 2, the biometric information transmitting device 50 includes a personal identification information storage unit 51 that stores personal identification information, a biometric information collection unit 52 that collects the personal biometric information, and a collected biometric information. And a transmission unit 53 that transmits information. The biological information collection unit 52 is a device that collects biological information such as body temperature, pulse rate, blood pressure, electroencephalogram, electrocardiogram, blood oxygen saturation (SpO2), amount of movement (momentum), consciousness, and the like. The information is measured and collected and stored, and the stored biometric information is transmitted from the transmission unit 53 every predetermined time. Note that the electroencephalogram may be a characteristic value such as a typical wave frequency or amplitude, and the electrocardiogram may be a characteristic value such as a QRS wave.

  The whereabouts environment information transmitting device 40 constitutes whereabouts environment information transmitting means 41 (FIG. 3) provided for each room (rooms A to D) of a workplace, which is a plurality of whereabouts of individuals. The information collecting unit 42 includes at least a sensor that collects location environment information including temperature, humidity, and illuminance, and a transmission unit 43 that transmits the collected location environment information together with each location identification information.

  The location environment information transmission device 40 includes a reception unit 44 that receives information transmitted from the biological information transmission device 50, and transmits information received by the reception unit 44 from the transmission unit 43. That is, the location environment information transmission device 40 has a function of a relay device for the biological information transmission device 50.

  The portable information terminal 30 can be configured by a smartphone, a cellular phone, a personal digital assistant, or the like, and is held by each individual, for example, as shown in FIG. That is, a configuration is adopted in which the control unit (CPU) 31 executes a program to control each unit. Connected to the control unit 31 are a radio unit 32, a modem unit 33, an encode / decode unit 34, a voice call unit 35 to which a microphone 35A and a speaker 35B are connected, a memory 36, a camera unit 37, an input unit 38, and a display unit 39. Has been.

  The wireless unit 32 has a function of connecting to a public network via a base station or the like and a function of performing wireless communication such as Bluetooth (registered trademark), and transmits and receives radio waves. The modem 33 modulates and demodulates the signal, and the encode / decode unit 34 performs encoding for extracting the digital data from the time slot of the demodulated signal and decoding for inserting the digital data into the time slot of the signal To do. The encode / decode unit 34 sends the encoded data to the voice call unit 35 when the encoded data is voice data, and sends the encoded data to the control unit 31 when the encoded data is non-voice data.

  Since the voice call unit 35 converts the voice data sent from the encoding / decoding unit 34 into a voice signal and sends it to the speaker 35B, the voice is output. When voice is input from the microphone 35 </ b> A, the voice call unit 35 digitizes the voice and sends it to the encoding / decoding unit 34.

  The camera unit 37 captures an image of a subject under the control of the control unit 31, obtains an image signal, digitizes the image, and sends image data of the subject to the control unit 31. The control unit 31 sends this image data to the display unit 39 to convert it into an image signal, and outputs an image of the subject. Further, when transmitting image data of a subject, the image data is sent to the encoding / decoding unit 34. The input unit 38 can be configured by a touch panel or the like provided on the screen of the display unit 39, and sends commands and data to the control unit 31.

  The portable information terminal 30 configured as described above collects and / or inputs environmental information including at least personal location information, corresponding partner information at that time, and action content information at that time together with date and time information at that time. Function as a personal environment information transmission means. The memory 36 of the portable information terminal 30 has a program for inputting and transmitting personal location information, corresponding partner information at that time, and environment information including at least the action content information at that time together with date / time information at that time. Is provided. When this program is started, first, candidate places for inputting personal whereabouts information are as follows. As shown in FIG. 5 (a), the seat in room A, room A, room B, room C,. .. and others (input by yourself) are displayed on the screen of the display unit 39. When one of the displayed location candidates is selected, personal location information is input and transmitted. When “Other (input by yourself)” is selected, a character input screen is displayed, and the user inputs it by himself / herself.

  In the above description, personal location information is input using the portable information terminal 30. However, together with or instead of this, for example, the portable information terminal 30 includes a GPS and combines position information and map information. You may make it collect location information such as ○ machi ○ chome ○ address and ○ intersection of national highway ○ as personal location information. Naturally, information collected as personal location information is also transmitted. Personal location information In addition to the above-mentioned example, a place where a person moves such as a driver seat of a bus or a driver seat of a taxi is also included.

  When collection and / or input of personal location information is completed, as shown in Fig. 5 (b), as the corresponding partner information at that time, an input screen for the number of people, name, gender, class or title appears. Can be input. Further, the corresponding partner information at that time may be displayed as candidate information. For example, the number of people can be increased in increments of 1 to 1 and, for example, 10 or more can display numbers increased in increments of 5 such as 10 to 15 people. If it is a company or the like, the names, genders, and ranks of all persons who belong to the company have been determined, so these may be displayed as candidates with some initial narrowing down and the corresponding person may be selected. . Even when making a selection, the name, gender, class or title of an outside person can be entered.

  When the collection and / or input of the corresponding partner information at that time is completed, a screen for inputting the action content information at that time is displayed as shown in FIG. Even in this case, when the work contents are determined to some extent, as shown in FIG. 5D, the document creation, XX material creation, AA meeting, BB meeting, etc. are displayed, and the corresponding work contents are displayed. May be selected. The environmental information is transmitted together with the date information and personal identification information at that time.

  The computer terminal 60 is configured as shown in FIG. The computer terminal 60 executes a program centering on the CPU 61 and controls each part. A main memory 62, an external storage device 63, an interface 64, an input control unit 65, and a display control unit 66 are connected to the CPU 61. The main memory 62 stores programs and data read from the external storage device 63, and also stores data generated by the processing. Various programs and data are stored in the external storage device 63, and the CPU 61 reads out the desired programs and data from the stored programs to the main memory 62 for processing.

  The interface 64 is connected to the network 70. An input unit 67 such as a keyboard and a mouse is connected to the input control unit 65, and commands and data can be input from the input unit 67. The display control unit 66 is connected to a display unit 68 composed of LEDs and the like, and various images are displayed on the display unit 68.

  The computer terminal 60 can be used by a person who is allowed to see and use personal information, such as an industrial physician or a labor manager, for example. If the environmental information including at least the corresponding partner information and the action content information at that time is collected and / or input together with the date and time information at that time and sent, but there is insufficient information and you want to supplement it by listening Can be used. In this case, the input can be performed as described with reference to FIGS. 5 (a) to 5 (d). Of course, all individuals are interviewed and personal identification information is added along with the date / time information and the environment information including at least personal location information, corresponding partner information, and action content information at that time. May be input and transmitted to the server 10. In such a configuration, a plurality of computer terminals 60 may be provided, and the portable information terminal 30 may be unnecessary. Alternatively, an industrial physician or labor manager may input information using the portable information terminal 30 instead of the computer terminal 60.

  The server 10 is configured as shown in FIG. The server 10 executes a program around the CPU 11 and controls each part. A main memory 12, an external storage device 13, and an interface 14 are connected to the CPU 11. The main memory 12 stores programs and data read from the external storage device 13, and also stores data generated by the processing. Various programs and data are stored in the external storage device 13, and the CPU 11 reads desired programs and data from these stored data into the main memory 12 for processing. The interface 14 is connected to the network 70.

  The external storage device 13 stores an environment analysis program used in the environment analysis system according to the present embodiment. As a result, as shown in FIG. The detection means 82 is realized. Further, as shown in FIG. 8, the external storage device 13 is provided with a biological information storage unit 83 and an environment information storage unit 84.

  The biometric information fluctuation time detection means 81 stores the biometric information transmitted by the biometric information transmission device 50, which is a biometric information transmission means, in the biometric information storage unit 83 for each individual identification information. FIG. 9 shows an example of biological information for one day (June 6) for one person of Mr. Y whose personal identification information is Y, stored in the biological information storage unit 83. Here, only biometric information, blood pressure, pulse rate, and amount of sweat are shown. The biological information fluctuation time point detection means 81 detects a time point when a fluctuation exceeding a predetermined threshold occurs in the biological information transmitted by the biological information transmission device 50 which is a biological information transmission means. In the example of FIG. 9, as can be seen from the numerical values, 8:10 and 8:15 are detected as the time points at which fluctuations exceeding the predetermined threshold have occurred in the biological information.

  On the other hand, in the biometric information storage unit 83, personal environment information transmitted and stored from the portable information terminal 30 as personal environment information transmitting means is stored as shown in FIG. Similarly to FIG. 9, this information also shows an example of personal environment information for one day (June 6) for one person of Mr. Y whose personal identification information is Y.

  The fluctuation environment information detection means 82 detects the environment information at the time point detected by the biological information fluctuation time point detection means 81 based on the environment information transmitted by the portable information terminal 30 which is the personal environment information transmission means. It is. As described with reference to FIG. 9, the time points detected by the biological information fluctuation time point detection means 81 are 8:10 and 8:15, and the personal environment information at this time is obtained from the information shown in FIG. In room A, it turns out that the group leader, Mr. Ogawa, had received a call. This information is stored in the environment information storage unit 86 at the time of change of the external storage device 13 for each individual identification information. That is, the set information creating / accumulating means 85 shown in FIG. 8 includes the time point detected by the biological information fluctuation time point detection means 81 and the environmental information detected by the fluctuation time environment information detection means 82 corresponding to this time point. Set information is created and stored in the fluctuation environment information storage unit 86.

  The fluctuation environment information accumulated as described above can be read and viewed from the computer terminal 60 by using, for example, an industrial physician or a labor manager using an access permission key which is required personal identification information and security information. Accordingly, it can be inferred that Mr. Y whose personal identification information is Y has been in an uneasy state due to the call at the time of the call on June 6.

  In addition, the environment information storage unit 84 stores the location environment information transmitted by the location environment information transmission device 40, which is a location environment information transmission unit, as shown in FIG. The information in FIG. 11 is also information on June 6. Therefore, the fluctuation environment information detection means 82 extracts the location environment information corresponding to 8:10 and 8:15 of the time point detected by the biological information fluctuation time detection means 81 from the accumulated information of FIG. As described above, the change-time environment information detection unit 82 obtains the location environment information at the time (8:10 and 8:15 on June 6) detected by the biological information change time detection unit 81. It detects based on the environment information transmitted by the location environment information transmission apparatus 40 which is a transmission means. The retrieved location environment information is stored as set information by adding to the personal environment information for each personal identification information in the environment information storage unit 86 at the time of change by the set information creation and storage means 85. Is done. As a result, the location environment information is added and accumulated in the changing environment information at 8:10 and 8:15 on June 6th for Mr. Y whose personal identification information is Y.

  The fluctuation environment information accumulated as described above can be read and viewed from the computer terminal 60 by using, for example, an industrial physician or a labor manager using an access permission key which is required personal identification information and security information. As a result, Mr. Y whose personal identification information is Y knows that something abnormal occurred due to the call at the time of the call on June 6, and at that time, the room temperature, humidity and illuminance of the room environment information are known. . Therefore, when an abnormality occurs, it is possible to obtain information such as the room being hot or the illuminance being lowered, and the living environment can be made appropriate.

  When a predetermined period such as several months elapses as described above, a plurality of fluctuating environment information for each individual identification information is stored in the fluctuating environment information storage unit 86 of the external storage device 13 as shown in FIG. Is stored as set information at the time of change (month / day / time).

  In the second embodiment, in addition to the means of the first embodiment of FIG. 8, statistical processing means 87 is provided as shown in FIG. The statistical processing means 87 performs statistical processing of the information that appears for the set information accumulated for a predetermined period, and specifies the relationship between the variation of the biological information and the environmental information. Specifically, as shown in SS11 of FIG. 14, paying attention to the personal location information in the set information accumulated during a predetermined period, the personal location information is arranged in descending order of the number of accumulations. ".

  Further, as shown in SS12 of FIG. 14, paying attention to “corresponding partner information at that time” in the set information accumulated for a predetermined period, personal information (name, class or job title, gender, etc.) in descending order of accumulation frequency Create a “Personal Information Ranking for Fluctuation” that lists Furthermore, as shown in SS13 of FIG. 14, paying attention to the “number of correspondents at that time” in the set information accumulated for a predetermined period, the number information is arranged in descending order of the accumulated number of times. “Number of people information ranking” is created. Further, as shown in SS14 of FIG. 14, paying attention to “action content information at that time” in the set information accumulated in a predetermined period, “action content information at the time of change” in which action content information is arranged in descending order of accumulation count. Create "Ranking". Furthermore, as shown in SS15 of FIG. 14, the average values of the location environment information such as temperature, humidity, and illuminance are obtained for each location in the set information accumulated for a predetermined period, which is the difference from the optimum value. “Adequacy of environmental information when changing”.

  The statistically processed information is stored in the statistical processing information storage unit 88 shown in FIG. 13 of the external storage device 13. The statistical processing information accumulated in this way can be read and viewed from the computer terminal 60 by using, for example, an industrial physician or labor manager using an access permission key which is required personal identification information and security information. In this way, it is possible to read the location where each individual is likely to become abnormal from the “change-time location information ranking”, and from the “change-time corresponding person information ranking” to whom each individual is vulnerable ( Suspicion of harassment) can be read, and it can be read from the “Fluctuation-related number of people information ranking” that it is not good at meetings with a large or small number of people. Can estimate poor work and poor work, and can read whether the living environment is uncomfortable for each location from the "adequacy of the location environment information when changing".

  In the second embodiment, as shown in FIG. 13, biological information fluctuation tendency detecting means 89 is further provided. The biometric information fluctuation tendency detection means 89 obtains the time of the day at the time point detected by the biometric information fluctuation time detection means 81 based on the set information accumulated by the set information creation / accumulation means 85 for a predetermined period. It detects biological information fluctuation trends in the day. The detection result is stored in the external storage device 13 and can be referred to from the computer terminal 60 by, for example, an industrial physician or a labor manager.

  The simplest aspect during processing by the biological information fluctuation tendency detecting means 89 is to extract and list the time of fluctuation from the set information. From now on, it is possible to know the tendency of stress, such as what hour and minute of the day for each individual. Also, it is possible to adopt a mode in which the time of change and the work content are extracted from the set information and written together. According to this aspect, in relation to the work content, it is possible to know a tendency such as when there is a lot of stress about what hour and minute of the day for each individual.

  In the third embodiment, the fluctuation environment information detection means 82 detects the whereabouts and the action contents at the time point detected by the biological information fluctuation time point detection means 81 and transmits it by the biological information transmission device 50 which is a biological information transmission means. Based on the biometric information thus obtained, a time-dependent change in the biometric information when the action content is performed in the location on the day at the time is detected, and a biometric information fluctuation graph is created.

  For example, it is assumed that the blood pressure of Mr. Y whose personal identification information is Y in the room A at 15:13 on June 6 exceeds the predetermined threshold. The living body information fluctuation time detection means 81 detects that the location at the time of the fluctuation occurrence is the room A, and the action content at that time is detected as the work content W. The biological information transmitted by the biological information transmitting device 50, which is a biological information transmitting means, is stored in the biological information storage unit 83 (FIG. 8 or FIG. 13).

  The fluctuation environment information detection means 82 reads the blood pressure information on June 6 of Mr. Y whose personal identification information is Y, which is stored in the biological information storage unit 83, and detects the temporal change of the biological information. Create a biological information fluctuation graph. As a result, as shown in FIG. 15, a graph G1 is created with the horizontal axis representing time and the vertical axis representing biological information (blood pressure). The change-time environment information detection means 82 detects whether or not a change has occurred when the location is the work content W in the room A other than the June 6th, for example, on July 7th. Assume that it has been detected that a fluctuation has occurred in which the pulse rate exceeds a predetermined threshold. As a result, the fluctuating environment information detecting means 82 reads the blood pressure information on July 7 of Mr. Y whose personal identification information is Y, which is stored in the biological information storage unit 83, and changes the biological information over time. It detects and produces biometric information variation graph G2. In the same manner, a graph is created from information on the days when all the same fluctuations occurred, and display image information displayed on the same screen is created. FIG. 15 shows only biological information fluctuation graphs G1 and G2. Create a graph for all other people as well. This graph is stored in the external storage device 13 and can be referred to from the computer terminal 60 by, for example, an industrial physician or labor manager.

  Referring to this graph, for Mr. Y, the pattern and tendency of the time series change of biological information when the whereabouts is the work content W and the work location W is estimated, and the time zone of occurrence of the fluctuation and the minutes after the start of the work Knowing the tendency of frequent fluctuations, it can be used as advice for the work environment. In the above description, the blood pressure graph is used, but other biological information graphs may be created. In addition, graphs of a plurality of types of biological information may be created and compared.

DESCRIPTION OF SYMBOLS 10 Server 12 Main memory 13 External storage device 14 Interface 30 Portable information terminal 40 Whereabouts environment information transmitting device 41 Whereabouts environment information transmitting means 42 Information collecting part 43 Transmitting part 44 Receiving part 50 Biological information transmitting device 51 Personal identification information storing part 52 Living body Information collecting unit 53 Transmitting unit 60 Computer terminal 70 Network 81 Biological information fluctuation point detecting means 82 Fluctuating environment information detecting means 83 Biological information accumulating part 84 Environmental information accumulating part 85 Set information creating accumulating means 86 Fluctuating environment information accumulating part 87 Statistics Processing means 88 Statistical processing information storage unit 89 Biological information fluctuation tendency detecting means

Claims (16)

Biometric information transmitting means for collecting personal biometric information and transmitting it together with the collection date and time information;
Personal environment information transmitting means for collecting and / or inputting and transmitting environmental information including at least the personal location information, corresponding partner information at that time, and action content information at that time together with date and time information at that time;
Biometric information fluctuation time detection means for detecting a time point when a fluctuation exceeding a predetermined threshold occurs for the biometric information transmitted by the biometric information transmission means;
An environmental analysis, comprising: environmental information detecting means for detecting environmental information at a time point detected by the biological information fluctuation time detecting means based on the environmental information transmitted by the personal environmental information transmitting means. system. Collecting location environment information including at least temperature, humidity, and illuminance for a plurality of individual locations, and transmitting location environment information transmitting means together with each location identification information,
2. The fluctuation environment information detection means detects the location environment information at the time point detected by the biological information change time detection means based on the environment information transmitted by the presence environment information transmission means. Environmental analysis system described in 1.   The environmental analysis system according to claim 1, wherein the biological information includes at least blood pressure, a pulse rate, and a sweating amount.   The environmental analysis system according to any one of claims 1 to 3, wherein the corresponding partner information includes the number of persons, each name, class or title, and gender.   The fluctuation environment information detection means detects the whereabouts and the action content at the time point detected by the biological information change time point detection means, and based on the biological information transmitted by the biological information transmission means, the whereabouts on the day of the time point 5. The environment analysis system according to claim 1, wherein a biological information fluctuation graph is created by detecting a temporal change of the biological information when the action content is performed. A set information creating and accumulating means for creating and accumulating set information of the time point detected by the biological information fluctuation time point detecting means and the environment information detected by the fluctuating environment information detecting means corresponding to the time point;
6. A statistical processing means for performing statistical processing of information that appears for set information accumulated for a predetermined period to identify a relationship between fluctuations in biological information and environmental information. The environmental analysis system according to claim 1. Based on the set information accumulated by the set information creating and accumulating means for a predetermined period, the biological information for obtaining the biological information fluctuation tendency in the day by obtaining the time of the day detected by the biological information fluctuation time detecting means. The environment analysis system according to claim 6, further comprising a fluctuation tendency detection unit.   The environment analysis system according to any one of claims 1 to 6, wherein the biological information transmission unit and / or the personal environment information transmission unit is configured as one or more wearable devices.   The environment analysis system according to claim 6, wherein the wearable device includes at least one of a wristwatch type, a name plate type, a glasses type, a hat type, and a clothing type. Biometric information transmitting means for collecting personal biometric information and transmitting it together with the collection date and time information;
Personal environment information transmitting means for collecting and / or inputting and transmitting together with date and time information at that time, including at least the personal location information, corresponding partner information at that time, and action content information at that time;
A program used in an environment analysis system configured by a computer that receives and processes the biological information transmitted by the biological information transmitting unit and the environmental information transmitted by the personal environment information transmitting unit,
The computer,
Biometric information fluctuation point detecting means for detecting a point in time at which a fluctuation exceeding a predetermined threshold occurs with respect to the biometric information transmitted by the biometric information transmitting means;
For environmental analysis, wherein the environmental information at the time point detected by the biological information fluctuation time point detection unit is made to function as a fluctuation-time environmental information detection unit that detects the environmental information based on the environmental information transmitted by the personal environment information transmission unit. program. The computer,
Collecting location environment information including at least temperature, humidity, and illuminance for multiple locations of individuals, and functioning as location environment information transmission means for transmitting together with each location identification information,
The environment information detection unit at the time of change is made to function so as to detect the location environment information at the time point detected by the biological information change point detection unit based on the environment information transmitted by the location environment information transmission unit. The program for environmental analysis according to claim 10.   The environment analysis program according to claim 10 or 11, wherein the biological information includes at least blood pressure, a pulse rate, and a sweating amount.   The environmental analysis program according to any one of claims 10 to 12, wherein the corresponding partner information includes the number of persons, each name, class or title, and sex. The computer,
As the changing environment information detecting means, the whereabouts and the action content at the time detected by the living body information changing time detecting means are detected, and based on the living body information transmitted by the living body information transmitting means, the whereabouts on the day of the time The environment analysis according to claim 10, wherein a function of detecting a time-dependent change of biological information when the action content is performed and generating a biological information fluctuation graph is created. Program. The computer,
Set information creation and storage means for creating and storing set information of the time point detected by the biological information change time point detection means and the environment information detected by the change time environment information detection means corresponding to this time point;
The statistical processing of the information which appears about the set information accumulate | stored in the predetermined period is performed, and it is made to function as a statistical processing means which pinpoints the relationship between the fluctuation | variation of biometric information, and environmental information. 1. The environmental analysis program according to item 1. The computer,
Based on the set information accumulated by the set information creating and accumulating means for a predetermined period, the biological information for obtaining the biological information fluctuation tendency in the day by obtaining the time of the day detected by the biological information fluctuation time detecting means. The program for environmental analysis according to claim 15, wherein the program is made to function as a fluctuation tendency detecting means.

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