JP2021114338A - Business activity analysis device, business activity analysis method, and program - Google Patents

Abstract

To provide a business activity analysis device, a business activity analysis method, and program capable of efficiently performing analysis processing even when information to be analyzed and an analysis purpose varies.SOLUTION: A business activity analysis device comprises: business information collection means for collecting business information based on business content; equipment information collection means for collecting, from a sensing device provided at equipment to be used for business, information on a user of the equipment and/or the equipment; primary analysis means having at least one or more personal information collection means for collecting information on an employee from a personal information acquisition device that the employee possesses for generating index information on the basis of the information collected by the collection means; and secondary analysis means for generating analysis result information on the basis of the index information generated by the primary analysis means.SELECTED DRAWING: Figure 2

Description

The present invention relates to a business activity analyzer, a business activity analysis method, and a program. Specifically, a business activity analyzer and a business activity capable of efficiently performing analysis processing even if the information to be analyzed and the purpose of analysis are diversified. Regarding analysis methods and programs.

Conventionally, for example, the information processing system of Patent Document 1 is known as a device for analyzing the contents of business and improving business efficiency. This information processing system is equipped with a plurality of client terminals connected to each other via a network and an information processing server. By analyzing the operation history information of the client terminals with the processing server, the schedule for business can be adjusted. It analyzes whether the client terminal is used properly.

Japanese Unexamined Patent Publication No. 2010-157193

In recent years, the use of so-called big data has been attracting attention, and it is known that it is effective to process a large amount of diverse information as data for deriving knowledge useful for a certain business, and it is also used in business analysis. It is required to perform complex analysis from a wide variety of information.

However, business analysis using conventional technology is usually not suitable for business analysis in which information and analysis purposes are diverse, because it is usual to perform special processing for a specific purpose to analyze information. There was a problem.

In view of the above problems, an object of the present invention is to provide a business activity analyzer, a business activity analysis method, and a program capable of efficiently performing analysis processing even if the information to be analyzed and the purpose of analysis are diversified. Is what you do.

The business activity analyzer according to the present invention, which is made for the purpose of solving the above-mentioned problems, is a business activity analyzer that analyzes the activities of employees and / or an organization in business, and obtains information to be analyzed. A collection means to be collected, a primary analysis means for generating index information based on the information collected by the collection means, and a predetermined analysis result information based on the index information generated by the primary analysis means. The following analysis means are provided, and the collecting means is provided in the business information collecting means for collecting business information based on the business contents of the employee and / or the organization and the equipment used by the employee and / or the organization for the business. Equipment information collecting means for collecting information about the equipment and / or information about the user of the equipment from the sensing device, and personal information collecting means for collecting information about the employee from the personal information acquisition device possessed by the employee. It is characterized by having at least one or two or more of.

In the business activity analyzer according to the present invention, the analysis result information is the work style analysis information indicating the work style of the employee, and the secondary analysis means indicates the length of the meeting time as the index information. Information, desk work time information indicating the length of desk work, business trip time information indicating the length of business trip time, communication time information indicating the length of communication time, and a workplace indicating the activity of the workplace during work. The working style analysis information may be generated based on the activity information.

In the business activity analyzer according to the present invention, the analysis result information is the equipment utilization analysis information indicating the usage status of the equipment, and the secondary analysis means is the conference time information indicating the length of the conference time as the index information. The equipment utilization analysis information may be generated based on the desk work time information indicating the length of the desk work and the communication time information indicating the length of the communication time.

In the business activity analyzer according to the present invention, the analysis result information is business form analysis information indicating the employee's business mobile phone, and the secondary analysis means indicates the length of the meeting time as the index information. Information, desk work time information indicating the length of desk work, business trip time information indicating the length of business trip time, communication time information indicating the length of communication time, and meeting speech amount indicating the amount of speech during the meeting. Based on information, workplace activity information indicating the activity level of the workplace during work, stress information indicating the intensity of stress during work, and concentration / relaxation information indicating the degree of concentration / relaxation during work. The business form analysis information may be generated.

In the business activity analyzer according to the present invention, the analysis result information is the meeting analysis information indicating the state of the meeting in the organization, and the secondary analysis means is the meeting time information indicating the length of the meeting time as the index information. The conference analysis information may be generated based on the conference speech volume information indicating the speech volume during the conference and the conference speech volume information.

In the business activity analyzer according to the present invention, the analysis result information is motivation analysis information indicating the motivation of the employee, and the secondary analysis means is the communication time information indicating the length of communication time as the index information. Based on the workplace activity information indicating the activity level of the workplace during work, the stress information indicating the intensity of stress during work, and the concentration / relaxation information indicating the degree of concentration / relaxation during work. Motivation analysis information may be generated.

In the business activity analyzer according to the present invention, the analysis result information is business space analysis information indicating the business efficiency of the space in which the business is performed, and the secondary analysis means uses the index information as the activity of the workplace during work. The work space analysis information is generated based on the workplace activity information indicating the strength of the stress during work, the stress information indicating the strength of the stress during work, and the environmental information indicating the comfort of the space where the work is performed. You may do it.

In the business activity analyzer according to the present invention, the analysis result information is health analysis information indicating the health state of the employee, and the secondary analysis means is stress indicating the strength of stress during work as the index information. Information, concentration / relaxation information indicating the degree of concentration / relaxation during work, environmental information indicating the comfort of the space where the work is performed, and travel time indicating the travel time and range of the employee. The health analysis information may be generated based on the range information and the health information indicating the health condition of the employee.

The business activity analysis method according to the present invention, which has been made for the purpose of solving the above-mentioned problems, is a business activity analysis method for analyzing the activities of employees and / or organizations in business using a computer, and is the subject of analysis. A step of collecting information to be used, a step of generating index information based on the information collected by the collecting means, and a predetermined analysis result information are generated based on the index information generated by the primary analysis means. The step of collecting the information to be analyzed is the step of collecting the business information based on the business content of the employee and / or the organization, and the step is used by the employee and / or the organization for the business. A step of collecting information about the equipment and / or information about a user of the equipment from a sensing device provided in the equipment, and a step of collecting information about the employee from a personal information acquisition device possessed by the employee. It is characterized by having at least one or two or more.

According to the configuration of the present invention, the information collected by the collecting means is analyzed in two stages by the primary analysis means and the secondary analysis means. Therefore, the index information analyzed by the primary analysis means is used as a secondary analysis as a different analysis method. It can be used by means. As a result, even if the information to be analyzed and the purpose of the analysis are diversified, the analysis process can be efficiently performed.

It is a figure which shows the whole structure in the example of the Embodiment which concerns on this invention. It is a figure which shows the flow of business activity analysis in the same embodiment.

Hereinafter, an example of the embodiment of the present invention will be described with reference to the drawings. FIG. 1 is a diagram showing an overall configuration of a business activity analysis device 1 according to an example of an embodiment of the present invention and a group of devices for which the business activity analysis device 1 collects information. As shown in FIG. 1, the business activity analysis device 1 includes a business information management device 2, a sensing device 31 to 38 in the office 3, a sensing device 41 to 48 in the conference room 4, a personal information acquisition device 5, and a network 7. It is connected so that it can communicate via. Further, the personal information acquisition device 5 is connected to the activity meter so as to be capable of network communication.

The business activity analyzer 1 is composed of a computer for general server use, and includes a CPU, a memory, a secondary storage device, an input device such as a keyboard and a mouse, an output device such as a display, and a network communication device as hardware. It is connected by a bus. In one example of the present embodiment, the computer is operated as the business activity analysis device 1 by loading a predetermined program recorded in the secondary storage device into the memory and executing the CPU. In one example of the present embodiment, since communication is performed with another device or the like via the network 7, a network communication device is indispensable. However, when operating the business activity analysis device 1 via the network 7, a keyboard or the like is used. Output devices such as input devices and displays may be omitted. Further, the business activity analyzer 1 may be configured by a single computer or may be configured by a plurality of computers. The business activity analyzer 1 may be installed in the same facility as the office 3 and the conference room 4, or may be configured as a so-called cloud service installed on a wide area network such as the Internet. As for the secondary storage device, a part of the information recorded in the business activity analysis device 1 may be recorded in a storage service on a wide area network such as the Internet.

The business information management device 2 is a device in which an organization such as a company manages information related to the business of the organization. In an example of this embodiment, personnel information related to the personnel affairs of employees belonging to an organization such as a company and schedule information related to employee tasks and schedules are managed. In addition, it is provided with a conference room management means for reserving the use of the conference room 4, which will be described later, and confirming the usage status.

As the business information management device 2 in the example of the present embodiment, a computer for a general server may be used as the hardware configuration. Similar to the business activity management device 2, the CPU, memory, secondary storage device, input device such as keyboard and mouse, output device such as display, and network communication device that communicates with other devices are connected by a bus. The computer is operated as the business information management device 2 by loading the program recorded in the next storage device into the memory and executing the CPU. A network communication device is indispensable because it communicates with other devices, but if it is a computer for servers and each operation is performed via the network 7, an input device such as a keyboard and an output device such as a display can be omitted. good.

Further, the business information management device 2 may be configured by a single computer or may be configured by a plurality of computers. A part of the information to be managed may be recorded in a storage service on a wide area network such as the Internet, or the business information management device 2 itself may be arranged on a wide area network such as the Internet, which is configured as a so-called cloud service. May be good.

Further, the business information management device 2 may be configured to control the air conditioning, electric power, and the like of the office room 3 and the conference room 4, which will be described later. In this case, among the equipment information D2 described later, the information collected from the equipment controlled by the business information management device 2 may be collected by the business information collecting means S11 instead of the equipment information collecting means S12.

The business activity management device 1 uses information detected and measured by a sensing device provided in equipment such as an office space where employees perform business when analyzing the business activities of employees. In an example of this embodiment, the sensing device is installed in the office 3 and the conference room 4.

The office 3 is a space such as a room where employees work, and includes a camera 31, a thermometer 32, a hygrometer 33, a microphone 34, a beacon 35, an office chair type biosensor 36, and a thermography imaging device 37 as the above-mentioned sensing devices. , CO2 sensor 38, and hygrometer 39 are provided. There may be one or more offices 3 depending on the scale of the organization such as a company and the facility where the business is performed. If there are two or more offices 3, the sensing device provided in each office 3 detects and measures. The collected information is collected by the equipment information collecting means S12, which will be described later, together with the information uniquely identifying the office 3 in which the sensing device is provided.

The camera 31 is a device that captures a facial image of an employee who works in the office 3.

The thermometer 32, the humidity system 33, and the CO2 sensor 38 are sensing devices that detect the temperature, humidity, and carbon dioxide concentration of the office 3.

The microphone 34 is a device that records voices, environmental sounds, etc. from conversations of employees.

The beacon 35 is a device for acquiring the position information of an employee. In an example of the present embodiment, the beacon 35 transmits the unique identification information of the beacon 35 to the surrounding personal information acquisition device 5 described later at predetermined intervals, and the personal information acquisition device 5 transmits the transmitted unique identification information. By receiving the information, it is detected that the employee who owns the personal information acquisition device 5 is around the beacon 35. As will be described later, in one example of the present embodiment, the position of the employee can be detected by the GPS receiving means provided in the personal information acquisition device 5, but the accuracy of the position detection indoors can be detected by using the beacon 35 together. Can be improved. In one example of this embodiment, Bluetooth (registered trademark) is used for communication between the beacon 35 and the personal information acquisition device 5. The device used as the beacon 35 is not limited to the above, and a well-known position detection device may be arbitrarily selected.

The office chair type biosensor 36 is a chair with a built-in biosensor provided in the office 3. In one example of the present embodiment, a pressure sensor is provided on the seat surface of the chair, and the vibration of the body of the employee seated in the chair is detected to acquire biological information such as heartbeat and respiration. In one example of the present embodiment, the biological information acquired by the office chair type sensor 36 is transmitted to the personal information acquisition device 5, and is collected in the business activity analysis device 1 by the personal information collection means S13 described later.

The thermography photographing apparatus 37 is an apparatus that analyzes infrared rays radiated from an object and acquires an image showing a heat distribution as a diagram.

The illuminometer 39 is a sensing device that detects the brightness of the office 3.

The meeting room 4 is a room where an employee or an employee and an outside person have a meeting or the like. A sensing device is installed in the meeting room 4 as in the office 3, and in one example of the present embodiment, a camera 41, a thermometer 42, a hygrometer 43, a microphone 44, a beacon 45, and an office chair type biosensor are installed as sensing devices. 46, a thermography photographing apparatus 47, a CO2 sensor 48, and a hygrometer 49 are installed. Further, there may be two or more conference rooms 4 as in the office 3, and when two or more conference rooms 4 exist, the information detected and measured by the sensing device of each conference room 4 is the equipment information collection described later. Collected by means S12 with information that uniquely identifies the conference room 4.

The personal information acquisition device 5 is a portable computer owned by an employee. As the computer used as the personal information acquisition device 5, a computer known as a portable computer such as a smartphone, a tablet computer, a laptop computer, or a PDA (Personal Data Assist) may be arbitrarily used. In an example of this embodiment, a smartphone on which a predetermined program is installed is used as the personal information acquisition device 5, and the GPS position information D31 acquired by the GPS receiving means included in the personal information acquisition device 5 and the connection to the wireless communication access point. Radio access information D32 which is a history, heartbeat information D33 acquired from the activity meter 6, step count information D34, meal information D35, body composition information D36 input by an employee to the personal information acquisition device 5, and the above-mentioned beacons 35 and 35. The in-house position information D37 acquired by the communication of the above and the attitude information D38 acquired from the office chair type biosensors 36 and 46 described above are recorded, and the above information D31 is received in response to a request from the personal information collecting means S13 described later. ~ D38 is transmitted to the business activity analyzer 1.

The activity meter 6 is a biosensor worn by an employee. In one example of this embodiment, it is composed of a wristband type biological sensor, and acquires information on the heart rate, steps, meal, and body composition of an employee wearing an activity meter 6, and obtains the above-mentioned personal information acquisition device 5. Send to. In an example of this embodiment, the activity meter 6 and the personal information acquisition device 5 communicate with each other by Bluetooth (registered trademark), but how the activity meter 6 and the personal information acquisition device 5 communicate with each other. May be arbitrarily selected, for example, communication may be performed via the network 7.

The above is the description of the business activity analysis device 1, the business information management device 2, the office 3, the conference room 4, the personal information acquisition device 5, and the activity meter 6 in the example of the present embodiment.
Next, the contents of the processing of the business activity analyzer 1 will be described.

FIG. 2 is a conceptual diagram showing a processing flow of the business activity analyzer 1 in an example of the present embodiment. As shown in FIG. 2, in the business activity analyzer 1, the collecting means S11 to S13 collect predetermined information D1 to D3 from the above-mentioned device groups 2 to 4, and perform a primary analysis based on the collected information D1 to D3. The means S2 generates the index information D4, and the secondary analysis means S3 generates the analysis result information D5 based on the generated index information D4. As described above, the business activity analysis device 1 in the example of the present embodiment is composed of a computer for server use, and the processing contents of the collection means S11 to S13, the primary analysis means S2, and the secondary analysis means S3. Is recorded in advance in the secondary storage device of the business activity analysis device 1 as a program. By loading the above program into the memory of the business analysis device 1 and executing it by the CPU, the business activity is analyzed according to the above processing flow.

The collecting means S1 is from the business information collecting means S11 that collects predetermined information managed by the business management device 2 described above, and the sensing devices 31 to 39 and 41 to 49 provided in the office room 3 and the conference room 4 described above. It is composed of equipment information collecting means S12 for collecting predetermined information and personal information collecting means S13 for collecting information from the personal information acquisition device 5 described above.

The business information collecting means S11 collects the business information D1 managed by the business management device 2. Specifically, the business information D1 in the example of the present embodiment is the employee schedule information D11, the employee attendance information D12, and the login history information D13 which is the login history to the PC (personal computer) used by the employee. , Software used information D14 indicating application software used on a PC used by an employee. The business information collecting means S11 accesses the business management device 2 via the network 7 at predetermined intervals and collects the business information D1 from the business management device 2, but the business management device 2 performs the business information D1 at an arbitrary timing. It may be transmitted to the activity analyzer 1 and the business information collecting means S11 may only receive and record the transmitted business information D1.

The equipment information collecting means S12 collects the equipment information D2 from the sensing devices 31 to 39 and 41 to 49 installed in the office 3 and the conference room 4. The equipment information D2 in the example of the present embodiment is the presence information D21 of the office room 3 and the conference room 4 detected by the office chair type biosensors 36 and 46, and the office room 3 and the conference room 4 recorded by the microphones 34 and 44. Audio information D22, image information of office room 3 and conference room 4 photographed by cameras 31 and 41, heat distribution information D24 of office room 3 and conference room 4 photographed by thermography imaging devices 37 and 47, thermometers 32 and 42 and Temperature and humidity information D25 of office room 3 and conference room 4 detected by hygrometers 33 and 43, illuminance information D26 of office room 3 and conference room 4 detected by illuminance meters 39 and 49, office work detected by CO2 sensors 38 and 48 The carbon dioxide concentration information D27 of the room 3 and the conference room 4.

The personal information collecting means S13 collects personal information D3 about an employee who possesses the personal information acquisition device 5 from the personal information acquisition device 5. Specifically, the personal information D3 in the example of this embodiment includes GPS position information D31, wireless access information D32, heartbeat information D33, step count information D34, meal information D35, body composition information D36, facility position information D37, and posture information. It is D38. The GPS position information D31 is information acquired by the GPS receiving means included in the personal information acquisition device 5, and the body composition information is information input by the employee to the personal information acquisition device 5, such as heartbeat information D33, step count information D34, and meal. Information D35 is information detected by the activity meter 6 described above, location information D37 in the facility is information acquired from the beacons 35 and 45 and office chair type sensors 36 and 46 described above, and attitude information D38 is personal information acquisition. This is the information acquired from the accelerometer and the office chair type sensors 36, 46 included in the device 5.

In an example of this embodiment, the information of the beacons 35 and 45 and the office chair type sensors 36 and 46 provided in the office room 3 and the meeting room 4 is operated via the personal information acquisition device 5 except for the presence information D21. Although it is collected by the personal information collecting means S13 of the activity analyzer 1, the information of the beacons 35 and 45 and the office chair type sensors 36 and 46 is directly collected by the equipment information collecting means S12 without going through the personal information acquiring device 5. You may do so.

The information D11 to D38 collected by the business information collecting means S11, the equipment information collecting means S12, and the personal information collecting means S13 are analyzed by the primary analysis means S2, and the index information D4 is generated. Specifically, the index information D4 generated in one example of the present embodiment includes meeting time information D401, desk work time information D402, business trip time information D403, communication time information D404, meeting speech amount information D405, and workplace activity information D406. Stress information D407, concentration / relaxation information D408, environmental information D409, travel time / range information D410, and health condition information D411.

The meeting time information D401 is index information indicating the length of the meeting in a company or the like. The meeting time information D401 in the example of this embodiment is generated based on the schedule information D11, the attendance information D12, the attendance information D21, and the facility location information D37.

The desk work time information D402 is index information indicating the length of the desk work time in a company or the like. The desk work time information D402 in one example of the present embodiment is generated based on the schedule information D11, attendance information D12, login history information D13, software used information D14, presence information D21, and facility location information D37.

The business trip time information D403 is index information indicating the length of the business trip time of the employee. The business trip time information D403 in the example of this embodiment is generated based on the schedule information D11, the attendance information D12, the login history information D13, and the facility location information D37.

The communication time information D404 is index information indicating the length of time that an employee is communicating with another employee. The communication time information D404 in one example of the present embodiment is generated based on the presence information D21, the voice information D22, the image information D23, and the posture information D38.

The meeting speech amount information D405 is index information indicating the magnitude of the employee's speech volume at the meeting. The conference speech amount information D405 in the example of this embodiment is generated based on the voice information D22 and the image information D23.

The workplace activity information D406 is index information indicating the activity of business activities in the office 3 and the conference room 4. The workplace activity information D406 in the example of this embodiment is generated based on the image information D23, the heat distribution information D24, the in-house position information D37, and the posture information D38.

The stress information D407 is index information indicating the work stress of the employee. The stress information D407 in one example of the present embodiment is generated based on the heat distribution information D24, the posture information D38, and the heartbeat information D33.

Concentration / relaxation information D408 is index information indicating how much the employee is concentrating / relaxing in his / her work. The concentration / relaxation information D408 in one example of the present embodiment is generated based on the image information D23, the posture information D38, the heat distribution information D24, the illuminance information D26, and the heartbeat information D33.

The environmental information D409 is index information indicating the comfort of the office room 3 and the meeting room 4 as a place to stay. The environmental information D409 in the example of this embodiment is generated based on the heat distribution information D24, the temperature / humidity information D25, the carbon dioxide concentration information D27, and the voice information D22.

Travel time / range information D410 is index information indicating the length and range of travel time of an employee. The travel time / range D410 in one example of the present embodiment is generated based on the GPS position information D31, the radio access information D32, and the step count information D34.

Health status information D411 is index information indicating the degree of health status of employees. The health condition information D411 in one example of the present embodiment is generated based on the wireless access information D32, the heart rate information D33, the step count information D34, the meal information D35, and the body composition information D36.

When the index information D4 is generated by the primary analysis means S12, the business activity analyzer 1 then executes the secondary analysis means S13 to generate the analysis result information D5.

The analysis result information D5 is the result of the analysis of the business activity by the business activity analyzer 1. Specifically, the analysis result information D5 in the example of the present embodiment includes work style analysis information D51, equipment use analysis information D52, business mobile analysis information D53, conference analysis information D54, motivation analysis information D55, and business space analysis information D56. , Health analysis information D57.

The work style analysis information D51 is information showing the analysis result of the work style of the employee. In an example of this embodiment, the employee's information is based on the meeting time information D401, desk work time information D402, business trip time information D403, communication time information D404, and workplace activity information D406, which are index information generated by the primary analysis means S12. This is information that enables you to grasp and understand how you work, that is, what kind of work you are doing during business hours.

The equipment use analysis information D52 is information showing the analysis result of the usage status of the facility or the equipment in the place where the business is performed such as the office of a company. In an example of the present embodiment, various facilities of the conference room 4 and the office 3 are provided based on the conference time information D401, the desk work time information D402, and the communication time information D404, which are the index information generated by the primary analysis means S12. This is information that enables you to grasp the usage status.

The business form analysis information D53 is information indicating the analysis result of the business form of the employee. In one example of the present embodiment, meeting time information D401, desk work time information D402, business trip time information D403, communication time information D404, meeting speech amount information D405, workplace activity information D406, which are index information generated by the primary analysis means S12, Based on the stress information D407 and the concentration / relaxation information D408, it is information that enables the employee to grasp the work form, that is, the mode in which the employee is working during the work hours.

The conference analysis information D54 is information indicating the analysis result of the meeting in the conference room 4. In an example of the present embodiment, it is possible to grasp the analysis result regarding the state of the conference held in the conference room 4 based on the conference time information D401 and the conference speech amount information D405 which are the index information generated by the primary analysis means S12. This is the information to be used.

The motivation analysis information D55 is information showing the result of analyzing the motivation of the employee for the work. In one example of this embodiment, it is information that enables the employee to grasp the level of motivation for work based on the communication time information D404, the workplace activity information D406, the stress information D407, and the concentration / relaxation information D408.

The business space analysis information D56 is information showing the result of analyzing the environment of the office 3 and the conference room 4 where the business is performed. In one example of the present embodiment, the information is based on the workplace activity information D406, the stress information D407, and the environmental information D409, so that the level of work efficiency of the office 3 and the meeting room 4 in which the work is performed can be grasped.

The health analysis information D57 is information showing the result of analyzing the health condition of the employee, the department to which the employee belongs, and the entire organization. In an example of this embodiment, the health status of employees, departments, and the entire organization can be grasped based on stress information D407, concentration / relaxation information D408, environmental information D409, travel time / range information D410, and health status information D411. Information to be used.

In an example of this embodiment, the business activity analyzer 1 generates index information D4 by the primary analysis means S12 using a plurality of arbitrary information of business management information D1, equipment information D2, and personal information D3, and index information D4. The analysis result information D5 is generated by the secondary analysis means S13 by using a plurality of arbitrary information of the above. With this configuration, the index information used to generate one analysis result can also be used to generate another analysis result, so that the efficiency of the analysis process can be greatly improved. For example, the conference time information D401 generated by the primary analysis means S12 is input for generating the work style analysis information D51, the nodal use analysis information D52, the business form analysis information D53, and the conference analysis information D54 by the secondary analysis means S13. Used as information. Since it is not necessary to analyze and process arbitrary information of D1 to D3 one by one in order to obtain each analysis result, a large amount of data can be analyzed by efficiently using computer resources.

Further, in an example of the present embodiment, the index information D401 to D411 generated by the primary analysis means S12 are all collected from the sensing device of the business information D1, the office 3 or the conference room 4 collected from the business information management device 2. This is information generated based on the input information obtained by combining a plurality of personal information collected from the equipment information D2 and the personal information acquisition device 5. By combining the information collected from a plurality of collection sources in this way, the accuracy of analysis can be greatly improved.

The description of the business activity analyzer 1 in the example of the present embodiment has been described above, but the embodiment of the present invention is not limited to the above. For example, the primary analysis means S12 in the example of the present embodiment generates the business trip time information D403 based on the schedule information D11, the attendance information D12, the login history information D13, and the facility location information D37, and further generates the GPS location information D31. It may be used to generate the business trip time information D403. Further, the secondary analysis means S13 generates the conference analysis information D54 based on the conference time information D401 and the conference speech amount information D405, but may be further generated by using the in-house location information D37.

Other specific configurations are not limited to the example of the present embodiment, and various changes can be made without departing from the spirit of the present invention.

1 Business activity analyzer 2 Business information management device 3 Office 31 Camera 32 Thermometer 33 Hygrometer 34 Microphone 35 Beacon 36 Office chair type biosensor 37 Thermography imaging device 38 CO2 sensor 39 Luminometer 4 Meeting room 41 Camera 42 Thermometer 43 Hygrometer 44 Microphone 45 Beacon 46 Office chair type biosensor 47 Thermometer imaging device 48 CO2 sensor 49 Photometer 5 Mobile terminal 6 Activity meter 7 Network

The business activity analyzer according to the present invention, which is made for the purpose of solving the above-mentioned problems, is a business activity analyzer that analyzes the activities of employees and / or an organization in business, and obtains information to be analyzed. collection means for collecting at least two or more, a primary analysis means for generating at least two or more index information is an analysis result based on at least two or more of said information, analysis result information is an analysis result based on at least two or more of the index information The collecting means is used by the employee and / or the organization for the business and the business information collecting means for collecting the business information based on the business content of the employee and / or the organization. Information about the equipment and / or information about the user of the equipment is collected from the sensing device provided in the equipment to be installed, and information about the employee is collected from the personal information acquisition device possessed by the employee. It is characterized by having at least one or more of personal information collecting means.

Business activities analyzer according to the present invention, the analysis result information, the employees, a work style analysis information indicating the way of working or doing any work business hours, the operational information, Schedule information indicating the employee's schedule, attendance information indicating the employee's attendance, login history information indicating the employee's login history, and used software information indicating the software used by the employee. Including any of these, the information about the equipment and / or the information about the user of the equipment includes the presence information indicating the presence status of the employee, the voice information indicating the voice recorded in the equipment, and the equipment. The information about the employee includes the image information showing the captured image and the heat distribution information showing the heat distribution of the equipment, and the information about the employee is the location information in the facility indicating the position of the employee in the facility. The primary analysis means includes at least one of the attitude information indicating the attitude of the employee, and at least the schedule information, the attendance information, the attendance information, and the location information in the facility. Meeting time information indicating the length of the meeting time, the schedule information, the login history information, the software used information, the attendance information, and the location information in the facility, which are index information based on two or more. At least two or more of desk work time information indicating the length of desk work, the schedule information, the attendance information, the login history information, and the location information in the facility, which are index information based on at least two or more of the above. With index information based on at least two or more of business trip time information indicating the length of business trip time, the presence information, the audio information, the image information, and the posture information, which are index information based on the above. During work as index information based on at least two or more of a certain communication time information indicating the length of communication time, the image information, the heat distribution information, the in-facility position information, and the attitude information. and work activity information indicating the activity of the workplace, to generate said secondary analysis means, at least, before and Machinery discussions time information, and the desk time information, and the travel time information, the communication time information When, with the work activity information, the may generate the working styles analysis information based on at least two or more.

In the business activity analyzer according to the present invention, the analysis result information is equipment usage analysis information indicating the usage status of the equipment, and the business information includes schedule information indicating the employee's schedule and the employee's schedule information. Information about the equipment and / or information about the equipment, including any of attendance information indicating attendance, login history information indicating the login history of the employee, and software information indicating the software used by the employee. The information about the user includes either the presence information indicating the presence status of the employee, the audio information indicating the sound recorded in the equipment, and the image information indicating the image taken in the equipment. The information about the employee includes either in-facility location information indicating the position of the employee in the facility or attitude information indicating the attitude of the employee, and the primary analysis means is at least the schedule. Meeting time information indicating the length of the meeting time, which is index information based on at least two or more of the information, the attendance information, the attendance information, and the location information in the facility, the schedule information, and the above. Desk work time information indicating the length of desk work, which is index information based on at least two or more of login history information, software used information, presence information, and location information in the facility, and presence information. And the communication time information indicating the length of communication time, which is index information based on at least two or more of the voice information, the image information, and the posture information, and the secondary analysis means. but at least before and Machinery discussions time information, and the desk time information, and the communication time information, the may generate the capacity utilization analysis information based on at least two or more.

In the business activity analyzer according to the present invention, the analysis result information is business form analysis information indicating the work mode of the employee during business hours as a business form, and the business information indicates the schedule of the employee. The equipment includes any one of schedule information, attendance information indicating the attendance of the employee, login history information indicating the login history of the employee, and software information indicating the software used by the employee. Information and / or information about the user of the facility includes attendance information indicating the presence status of the employee, audio information indicating the sound recorded at the facility, and image information indicating an image taken at the facility. And, the information about the employee includes either the heat distribution information indicating the heat distribution of the equipment and the illuminance information indicating the illuminance in the equipment, and the information about the employee indicates the position in the facility indicating the position of the employee in the facility. The primary analysis means includes at least the schedule information, the attendance information, and the information, the posture information indicating the attitude of the employee, and the heartbeat information indicating the heart rate of the employee. Meeting time information indicating the length of the meeting time, which is index information based on at least two or more of the presence information and the facility location information, the schedule information, the login history information, and the software used. Desk work time information indicating the length of desk work, which is index information based on at least two of the information, the presence information, and the location information in the facility, the schedule information, the attendance information, and the login. The business trip time information indicating the length of the business trip, which is index information based on at least two or more of the history information and the facility location information, the presence information, the audio information, and the image information. , Communication time information indicating the length of communication time, which is index information based on at least two or more of the attitude information, and as index information based on any of the voice information and the image information. As index information based on at least two or more of the conference speech volume information indicating the magnitude of the speech volume of the employee, the image information, the heat distribution information, the position information in the facility, and the attitude information. Indicates the intensity of stress during work, which is index information based on any of the workplace activity information indicating the activity level of the workplace during work, the heat distribution information, the illuminance information, and the heartbeat information. Stress information, the image information, the attitude information, and the heat distribution. Generates information, index information based on at least two or more of the illuminance information and the heartbeat information, and concentrate / relax information indicating how much the employee is concentrated / relaxed in the work. the secondary analysis means, at least, before and Machinery discussions time information, and the desk time information, and the travel time information, and the communication time information, said conference speech amount information, and the work activity information, wherein and stress information, the centralized relax information, the may generate the work mode analysis information based on at least two or more.

In the business activity analyzer according to the present invention, the analysis result information is the conference analysis information indicating the state of the conference in the organization, and the business information is the schedule information indicating the employee's schedule and the employee's schedule information. The attendance information indicating the attendance status and / or the information regarding the user of the facility include the attendance information indicating the attendance status of the employee and the voice recorded at the facility. The information about the employee includes either the audio information shown and the image information showing the image taken in the facility, and the information about the employee is either the location information in the facility indicating the position of the employee in the facility. Including, the length of the meeting time, wherein the primary analysis means is index information based on at least two or more of the schedule information, the attendance information, the attendance information, and the in-facility location information. As index information based on at least two or more of the meeting time information to be shown, the audio information, and the image information, meeting speech amount information indicating the magnitude of the employee's speech amount at the meeting is generated, and the above two the following analysis means, at least, before and Machinery discussions time information, said conference speech amount information, the may generate the meeting analysis information based on at least two or more.

In the business activity analyzer according to the present invention, the analysis result information is motivation analysis information indicating the level of motivation for the work of the employee, and the information about the equipment and / or the information about the user of the equipment is the above. The presence information indicating the presence status of the employee, the audio information indicating the sound recorded in the equipment, the image information indicating the image taken in the equipment, the heat distribution information indicating the heat distribution of the equipment, and the above. The information about the employee includes the illuminance information indicating the illuminance in the facility, the facility position information indicating the position of the employee in the facility, the attitude information indicating the attitude of the employee, and the above. The primary analysis means includes at least two or more of the presence information, the voice information, the image information, and the posture information, including any of the heartbeat information indicating the employee's heart rate. An index based on at least two or more of communication time information indicating the length of communication time, the image information, the heat distribution information, the in-facility position information, and the attitude information, which are index information based on the above. As information, stress during work, which is index information based on at least two or more of workplace activity information indicating the activity of the workplace during work, the heat distribution information, the illuminance information, and the heartbeat information. The employee performs work, which is index information based on at least two or more of stress information indicating strength, the image information, the posture information, the heat distribution information, the illuminance information, and the heartbeat information. how to generate a concentration-relaxation information indicating whether the focused relax in the secondary analysis means, at least, before Kiko Myunikeshon time information, and the work activity information, and wherein the stress information, The motivation analysis information may be generated based on at least two or more of the concentration / relaxation information.

In the business activity analyzer according to the present invention, the analysis result information is business space analysis information indicating the level of business efficiency of the space where the business is performed, and the information about the equipment and / or the information about the user of the equipment is , Audio information indicating the sound recorded in the equipment, image information indicating the image taken in the equipment, heat distribution information indicating the heat distribution of the equipment, illuminance information indicating the illuminance in the equipment, and the equipment. The facility location where the information about the employee indicates the location of the employee in the facility, including either temperature and humidity information indicating temperature and humidity and carbon dioxide concentration information indicating the carbon dioxide concentration in the facility. The primary analysis means includes at least the image information and the heat distribution information, including any of the information, the posture information indicating the attitude of the employee, and the heartbeat information indicating the heart rate of the employee. , The workplace activity information indicating the activity of the workplace during work, the heat distribution information, the illuminance information, and the above as index information based on at least two or more of the facility position information and the attitude information. Stress information indicating the strength of stress during work, which is index information based on at least two or more of heartbeat information, the heat distribution information, the temperature / humidity information, the carbon dioxide concentration information, and the audio information. If at least two or more indices based on the information of the generate, and environment information indicating the comfort of equipment, it said secondary analysis means, at least, before Symbol positions field activity information, and wherein the stress information a front Kiwa border information, in may generate the work space analysis information based on at least two or more.

In the business activity analyzer according to the present invention, the analysis result information is health analysis information indicating the health state of the employee and the department or organization to which the employee belongs, and information on the equipment and / or the above. The information about the user of the equipment indicates the audio information indicating the sound recorded in the equipment, the image information indicating the image taken in the equipment, the heat distribution information indicating the heat distribution of the equipment, and the illuminance in the equipment. The information about the employee includes any one of illuminance information, temperature / humidity information indicating the temperature and humidity in the equipment, and carbon dioxide concentration information indicating the carbon dioxide concentration in the equipment, and the information about the employee is the heart rate of the employee. Heart rate information indicating the employee's position, GPS position information indicating the employee's position by GPS, wireless access information indicating the employee's wireless access, step number information indicating the employee's step count, and the employee's meal. The primary analysis means includes at least the heat distribution information, the illuminance information, and the heart rate information. The index information based on at least two or more, the stress information indicating the strength of stress during work, the image information, the posture information, the heat distribution information, the illuminance information, and the heart rate information. The index information based on at least two or more, the concentration / relaxation information indicating how much the employee is concentrated / relaxing in the work, the heat distribution information, the temperature / humidity information, and the carbon dioxide concentration information. , At least two or more of the environmental information indicating the comfort of the equipment, the GPS position information, the wireless access information, and the step count information, which are index information based on at least two or more of the voice information. Based on the index information, the travel time / range information indicating the travel time and the travel range of the employee, the radio access information, the heart rate information, the step count information, the meal information, and the body composition information. , which is the indicator information based on at least two or more, the generate, and health information indicating the degree of health of employees, said secondary analysis means, at least, before kissing Torres information, the centralized relax information and, before Kiwa border information, before and KiUtsuri dynamic time-range information, before and dangerous Yasushi information, the may generate the health analysis information based on at least two or more.

The business activity analysis method according to the present invention, which has been made for the purpose of solving the above-mentioned problems, is a business activity analysis method for analyzing the activities of employees and / or organizations in business using a computer, and is the subject of analysis. a step of collecting at least two or more information serving, and generating at least two or more index information is an analysis result based on at least two or more of the information, the analysis result is an analysis result based on at least two or more of the index information The step of generating information and the step of collecting the information to be analyzed are the step of collecting business information based on the business contents of the employee and / or the organization, and the step of collecting the business information of the employee and / or the organization. Steps to collect information about the equipment and / or information about the user of the equipment from the sensing device installed in the equipment used by the employee, and collect information about the employee from the personal information acquisition device possessed by the employee. It is characterized by having at least one or more of the steps to be performed.

Claims (10)

A business activity analyzer that analyzes the activities of employees and / or organizations in business.
A collection method for collecting information to be analyzed, and
A primary analysis means that generates index information based on the information collected by the collection means, and
A secondary analysis means for generating predetermined analysis result information based on the index information generated by the primary analysis means is provided.
The collecting means
A business information collection means for collecting business information based on the business contents of the employee and / or the organization,
Equipment information collecting means for collecting information about the equipment and / or information about the user of the equipment from a sensing device installed in the equipment used by the employee and / or the organization for business.
A personal information collecting means for collecting information about the employee from the personal information acquisition device possessed by the employee, and
A business activity analyzer comprising at least one or more of the above. The analysis result information is work style analysis information indicating the work style of the employee.
The secondary analysis means includes meeting time information indicating the length of the meeting time, desk work time information indicating the length of desk work, business trip time information indicating the length of the business trip, and communication time as the index information. The business activity analysis according to claim 1, wherein the work style analysis information is generated based on the communication time information indicating the length of the work and the workplace activity information indicating the activity of the workplace during work. Device. The analysis result information is equipment usage analysis information indicating the usage status of the equipment.
The secondary analysis means is based on the conference time information indicating the length of the conference time, the desk work time information indicating the length of the desk work, and the communication time information indicating the length of the communication time as the index information. The business activity analyzer according to claim 1, wherein the equipment utilization analysis information is generated. The analysis result information is business form analysis information indicating the business mobile phone of the employee.
The secondary analysis means includes meeting time information indicating the length of the meeting time, desk work time information indicating the length of desk work, business trip time information indicating the length of the business trip, and communication time as the index information. Communication time information indicating the length of the meeting, meeting speech amount information indicating the amount of speech during the meeting, workplace activity information indicating the activity level of the workplace during work, and stress information indicating the intensity of stress during work. The business activity analyzer according to claim 1, wherein the business form analysis information is generated based on the concentration / relaxation information indicating the degree of concentration / relaxation during work. The analysis result information is conference analysis information indicating the state of the conference in the organization.
The secondary analysis means is characterized in that the conference analysis information is generated based on the conference time information indicating the length of the conference time and the conference speech amount information indicating the speech amount during the conference as the index information. The business activity analyzer according to claim 1. The analysis result information is motivation analysis information indicating the motivation of the employee.
The secondary analysis means uses the communication time information indicating the length of communication time as the index information, the workplace activity information indicating the activity of the workplace during work, and the stress information indicating the intensity of stress during work. The business activity analyzer according to claim 1, wherein the motivation analysis information is generated based on the concentration / relaxation information indicating the degree of concentration / relaxation during work. The analysis result information is business space analysis information indicating the business efficiency of the space in which the business is performed.
The secondary analysis means includes workplace activity information indicating the activity level of the workplace during work as the index information, stress information indicating the strength of stress during work, and comfort as a place to live in the space where the work is performed. The business activity analysis device according to claim 1, wherein the business space analysis information is generated based on the environmental information indicating the above. The analysis result information is health analysis information indicating the health condition of the employee.
The secondary analysis means includes stress information indicating the strength of stress during work, concentration / relaxation information indicating the degree of concentration / relaxation during work, and comfort as a place to stay in the space where the work is performed. The feature is that the health analysis information is generated based on the environmental information indicating the above, the travel time / range information indicating the travel time and the travel range of the employee, and the health information indicating the health condition of the employee. The business activity analyzer according to claim 1. A business activity analysis method that analyzes the activities of employees and / or organizations in business using a computer.
The steps to collect the information to be analyzed and
A step of generating index information based on the information collected by the collecting means, and
A step of generating predetermined analysis result information based on the index information generated by the primary analysis means is provided.
The step of collecting the information to be analyzed is
Steps to collect business information based on the business content of the employee and / or organization,
A step of collecting information about the equipment and / or information about the user of the equipment from a sensing device installed in the equipment used by the employee and / or the organization for business.
A step of collecting information about the employee from the personal information acquisition device possessed by the employee, and
A business activity analysis method comprising at least one or more of the above. A program that causes a computer to execute the method according to claim 9.

Images