WO2023113007A1 - 評価装置、システム、方法、及びプログラム - Google Patents

評価装置、システム、方法、及びプログラム Download PDF

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Publication number
WO2023113007A1
WO2023113007A1 PCT/JP2022/046363 JP2022046363W WO2023113007A1 WO 2023113007 A1 WO2023113007 A1 WO 2023113007A1 JP 2022046363 W JP2022046363 W JP 2022046363W WO 2023113007 A1 WO2023113007 A1 WO 2023113007A1
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Prior art keywords
evaluation
information
data
evaluation method
collected
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PCT/JP2022/046363
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English (en)
French (fr)
Japanese (ja)
Inventor
晃 松本
桃 須藤
憲一 阿部
睦 伊藤
哲也 伊藤
典彦 鎌田
真和 金田
悟己 上野
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NEC Communication Systems Ltd
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NEC Communication Systems Ltd
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Priority to CN202280083032.5A priority Critical patent/CN118401103A/zh
Priority to JP2023567838A priority patent/JPWO2023113007A1/ja
Priority to US18/714,253 priority patent/US20250021917A1/en
Publication of WO2023113007A1 publication Critical patent/WO2023113007A1/ja
Anticipated expiration legal-status Critical
Ceased legal-status Critical Current

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    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q50/00Information and communication technology [ICT] specially adapted for implementation of business processes of specific business sectors, e.g. utilities or tourism
    • G06Q50/02Agriculture; Fishing; Forestry; Mining
    • AHUMAN NECESSITIES
    • A01AGRICULTURE; FORESTRY; ANIMAL HUSBANDRY; HUNTING; TRAPPING; FISHING
    • A01KANIMAL HUSBANDRY; AVICULTURE; APICULTURE; PISCICULTURE; FISHING; REARING OR BREEDING ANIMALS, NOT OTHERWISE PROVIDED FOR; NEW BREEDS OF ANIMALS
    • A01K29/00Other apparatus for animal husbandry
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q10/00Administration; Management
    • G06Q10/06Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q10/00Administration; Management
    • G06Q10/06Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling
    • G06Q10/063Operations research, analysis or management
    • G06Q10/0639Performance analysis of employees; Performance analysis of enterprise or organisation operations
    • G06Q10/06395Quality analysis or management

Definitions

  • the present invention is based on the priority claim of Japanese Patent Application: Japanese Patent Application No. 2021-205580 (filed on December 17, 2021), and the entire description of the application is incorporated herein by reference. shall be The present invention relates to an evaluation device, system, system, method, and program.
  • Patent Document 1 information for identifying the production area of the cow to be determined (stable isotope ratio data, fatty acid composition data, inorganic trace element data, image analysis data, sensory information when eating the cow to be determined)
  • a system is disclosed that accepts evaluation data and (included in the determination target cattle) and determines the production area of the determination target cattle based on the information in the cattle production area database.
  • Patent Document 2 based on the image of the livestock, the individual breeding information (movement amount, weight, etc.) of the livestock is estimated, and from the estimated individual breeding information, whether the health condition of the raised livestock is abnormal or not.
  • a system is disclosed for determining whether
  • Patent Document 3 discloses a system for estimating the state of livestock based on power generation information generated by a power generation unit in a sensor device attached to the livestock.
  • Patent Documents 1 to 3 specific information is collected to evaluate unique production areas, health conditions, livestock conditions, etc., so that the safety and security of livestock animals for meat can be ensured. It may not be possible to make an objective evaluation. In other words, there is a possibility that the current system will not be able to perform sufficient evaluations that meet the demands of standardized evaluation methods that are changing. The same applies not only to the livestock field but also to other industrial fields.
  • the main object of the present invention is to provide an evaluation device, system, method, and program that can contribute to evaluations that meet the requirements of changing standardized evaluation methods.
  • An evaluation device includes an evaluation method acquisition unit configured to acquire evaluation method data from an evaluation method providing device, and a site management system that manages site information based on the evaluation method data.
  • an evaluation criteria creation unit configured to create evaluation criteria information for evaluating collected information obtained by integrating collected data; and an evaluation processing unit configured as follows.
  • An evaluation system provides an evaluation device according to the first viewpoint, a site management system that manages site information and is communicably connected to the evaluation device, and provides evaluation method data.
  • An evaluation method providing device communicably connected to the evaluation device, and a viewing terminal communicably connected to the evaluation device.
  • An evaluation system includes an evaluation device according to the first viewpoint, an information management device that manages collected information and is communicably connected to the evaluation device, and manages site information.
  • a site management system communicably connected to the information management device; an evaluation method providing device that provides evaluation method data and is communicably connected to the evaluation device; and a communicably connected to the information management device a viewing terminal;
  • An evaluation method for evaluating collected information using hardware resources, comprising a step of acquiring evaluation method data from an evaluation method providing apparatus; a step of creating evaluation criteria information for evaluating collected information integrating data collected from a site management system that manages information of; and evaluating said collected information based on said evaluation criteria information to generate evaluation results and a step.
  • a program according to a fifth aspect is a program that causes a hardware resource to execute a process of evaluating collected information, the process of acquiring evaluation method data from an evaluation method providing device, A process of creating evaluation criteria information for evaluating the collected information that integrates the data collected from the site management system that manages the information of and causing the hardware resource to execute a process.
  • the program can be recorded on a computer-readable storage medium.
  • the storage medium can be non-transient such as semiconductor memory, hard disk, magnetic recording medium, optical recording medium, and the like.
  • the present disclosure may also be embodied as a computer program product.
  • a program is input to a computer device via an input device or an external communication interface, is stored in a storage device, drives a processor in accordance with predetermined steps or processes, and stages the results of processing including intermediate states as necessary. can be displayed via a display device, or can be communicated with the outside via a communication interface.
  • a computer device for this purpose typically includes a processor, a storage device, an input device, a communication interface, and optionally a display device, all of which are connectable to each other by a bus.
  • FIG. 1 is a block diagram schematically showing the configuration of an evaluation system according to Embodiment 1;
  • FIG. 4 is a schematic diagram showing an example of evaluation method data provided from the evaluation method providing device of the evaluation system according to Embodiment 1;
  • FIG. 4 is a schematic diagram showing an example of evaluation criteria information created by an evaluation device in the evaluation system according to Embodiment 1;
  • FIG. 4 is a schematic diagram showing an example of collected information collected by an evaluation device in the evaluation system according to Embodiment 1;
  • FIG. FIG. 4 is a schematic diagram showing an example of an evaluation result when evaluation processing is performed by an evaluation device in the evaluation system according to Embodiment 1;
  • 4 is a schematic diagram showing an example of visualization information created by an evaluation device in the evaluation system according to Embodiment 1;
  • FIG. 4 is a flow chart schematically showing the operation when the evaluation device in the evaluation system according to Embodiment 1 creates evaluation criteria information.
  • 4 is a flow chart schematically showing the operation when data collection and evaluation processing are performed by the evaluation device in the evaluation system according to the first embodiment;
  • 4 is a flow chart schematically showing the operation when information is provided by the evaluation device in the evaluation system according to Embodiment 1.
  • FIG. 2 is a block diagram schematically showing the configuration of an evaluation system according to Embodiment 2;
  • FIG. FIG. 11 is a block diagram schematically showing the configuration of an evaluation system according to Embodiment 3;
  • FIG. 12 is a block diagram schematically showing the configuration of an evaluation system according to Embodiment 4;
  • FIG. 11 is a block diagram schematically showing the configuration of an evaluation device according to Embodiment 5;
  • 3 is a block diagram schematically showing the configuration of hardware resources;
  • connection lines between blocks in drawings and the like referred to in the following description include both bidirectional and unidirectional connections.
  • the unidirectional arrows schematically show the flow of main signals (data) and do not exclude bidirectionality.
  • an input port and an output port exist at the input end and the output end of each connection line, respectively, although not explicitly shown.
  • the input/output interface is the same.
  • the program is executed via a computer device, and the computer device includes, for example, a processor, a storage device, an input device, a communication interface, and optionally a display device. It is configured to be able to communicate with external devices (including computers), whether wired or wireless.
  • FIG. 1 is a block diagram schematically showing the configuration of an evaluation system according to Embodiment 1.
  • FIG. 2 is a schematic diagram showing an example of evaluation method data provided by the evaluation method providing device of the evaluation system according to the first embodiment.
  • FIG. 3 is a schematic diagram showing an example of evaluation criteria information created by the evaluation device in the evaluation system according to the first embodiment.
  • FIG. 4 is a schematic diagram showing an example of collected information collected by the evaluation device in the evaluation system according to the first embodiment.
  • FIG. 5 is a schematic diagram showing an example of an evaluation result when evaluation processing is performed by the evaluation device in the evaluation system according to the first embodiment.
  • FIG. 6 is a schematic diagram showing an example of visualization information created by the evaluation device in the evaluation system according to the first embodiment.
  • the evaluation system 1 is a system that evaluates evaluation objects according to standardized evaluation methods (see Fig. 1). Standardized evaluation methods, such as animal welfare, grass-fed, cage-free, organic, carbon farming, other industrial fields, factories, offices, housing, public facilities, gas and water, roads - There are standardized evaluation methods for railways, telephones, electricity, etc. Objects to be evaluated include, for example, livestock animals, objects, facilities, and environments related to other industrial fields.
  • the evaluation system 1 monitors standardized evaluation method data 31 (see, for example, FIG. 2), acquires evaluation methods for new species (new livestock species, new breeds, etc.) and revised evaluation methods, and provides evaluation standard information 16a ( For example, see FIG. 3).
  • the evaluation system 1 collects various data necessary for evaluation of each evaluation item in the created evaluation criteria information 16a, manages the collected data in an integrated manner as collected information 16b (see, for example, FIG. 4), and collects Make information 16b viewable.
  • the evaluation system 1 creates an evaluation result 16c (see, for example, FIG. 5) based on the collected information 16b that is integrated and managed, and makes it available for viewing.
  • the evaluation system 1 creates visualization information (for example, see FIG. 6) that visualizes the evaluation results to be browsed, and makes it browsable.
  • the evaluation system 1 includes an evaluation device 10, a management terminal 20, an evaluation method provision device 30, a site management system 40, a viewing terminal 80, and a network 90 as main components.
  • the evaluation device 10 is a device that evaluates the state of an object to be evaluated (for example, livestock animals, etc.) (see FIG. 1).
  • the evaluation device 10 provides a mechanism for utilizing the collected information 16b (see FIG. 4, for example) and the evaluation result 16c (see FIG. 5, for example) regarding the object to be evaluated.
  • the evaluation device 10 acquires evaluation method data 31 (see, for example, FIG. 4) from the evaluation method providing device 30, and creates evaluation criteria information 16a (see, for example, FIG. 3) based on the acquired evaluation method data 31. .
  • the evaluation device 10 collects data (corresponding to the input data in FIG. 3) necessary for each evaluation item in the evaluation criteria information 16a from the site management system 40 and accumulates it as collected information 16b.
  • the evaluation device 10 creates evaluation results 16c of the accumulated collected information 16b based on the created evaluation criteria information 16a, and enables the collected information 16b and the evaluation results 16c to be viewed from the viewing terminal 80.
  • FIG. For the evaluation device 10, for example, a server device having a computer including a processor, memory, network interface and the like can be used.
  • the evaluation device 10 is connected to the management terminal 20, the evaluation method providing device 30, the site management system 40, and the viewing terminal 80 via the network 90 so as to be able to communicate (wireless communication, wired communication).
  • the evaluation device 10 has a clock function for managing date and time. By executing a program in a processor while using a memory, the evaluation device 10 virtually includes an evaluation method acquisition unit 11, an evaluation criteria creation unit 12, an information collection unit 13, an evaluation processing unit 14, A configuration including an information providing unit 15 and a storage unit 16 can be employed.
  • the evaluation method acquisition unit 11 is a functional unit that acquires evaluation method data 31 from the evaluation method providing device 30 (see FIG. 1).
  • the evaluation method acquisition unit 11 accesses the evaluation method providing device 30 periodically (or at any time), acquires the evaluation method data 31, and stores the acquired evaluation method data 31 and the previously acquired evaluation method data. If the obtained evaluation method data 31 is new evaluation method data or revised evaluation method data, the obtained evaluation method data 31 (for example, see FIG. 2) is stored in the storage unit 16. It is transmitted to the evaluation criteria creation unit 12 . If the acquired evaluation method data 31 is not the new type of evaluation method data or the revised evaluation method data, the evaluation method acquisition unit 11 stores the acquired evaluation method data 31 because the evaluation standard information 16a already exists. It is neither stored in the unit 16 nor transmitted to the evaluation criteria creation unit 12 . If there is evaluation method data 31 to be acquired but there is no evaluation method providing device 30, the evaluation method acquisition unit 11 acquires the evaluation method data 31 input to the management device 20 from the management device 20. may
  • evaluation method data 31 data on standardized evaluation methods created by international organizations, public institutions, etc. can be used.
  • data on animal welfare evaluation methods as shown in FIG. can be used.
  • the evaluation method data 31 is not limited to international or public data, and may be virtually standardized data.
  • the evaluation criteria creation unit 12 is a functional unit that creates evaluation criteria information 16a for evaluating the collected information 16b collected from the site management system 40 based on the evaluation method data 31 acquired by the evaluation method acquisition unit 11 ( See Figure 1).
  • the evaluation criteria creation unit 12 can create the evaluation criteria information 16a automatically or manually (input from the management terminal 20 of the administrator).
  • the evaluation criteria creation unit 12 extracts keywords from the evaluation method data 31, and based on evaluation-related keywords (e.g., keywords related to evaluation items, input data, and evaluation criteria) accumulated by machine learning, selects from the extracted keywords Alternatively, keywords corresponding to the evaluation-related keywords may be extracted, and the evaluation criteria information 16a as shown in FIG. 3 may be created based on the extracted keywords corresponding to the evaluation-related keywords.
  • evaluation-related keywords e.g., keywords related to evaluation items, input data, and evaluation criteria
  • the evaluation method when the threshold value is used for evaluation, the evaluation method is set to a level, and the evaluation content is graded so that the higher the achievement rate of the evaluation criteria, the higher the level. It is also possible to set a specific level. For items to be evaluated with YES/NO, the evaluation method may be set to OK/NG and the evaluation content may be set to OK/NG. If there is a keyword that does not correspond to any of the evaluation-related keywords in the extracted keywords, the evaluation criteria creation unit 12 notifies the management terminal 20 used by the administrator of the evaluation device 10 that there is a keyword that does not correspond. You may do so.
  • the administrator can use the management terminal 20 to classify unapplicable keywords as keywords related to evaluation items, input data, and evaluation criteria, and allow the evaluation criteria creation unit 12 to perform machine learning.
  • the evaluation criteria creation unit 12 may create the evaluation criteria information 16a based on the evaluation items sorted by the administrator, the input data, and the keywords related to the evaluation criteria.
  • the evaluation criteria creation unit 12 extracts the difference between the evaluation method data 31 of the previous time and the evaluation method data 31 of this time, and when there is a change, the administrator of the evaluation apparatus 10 uses the change. You may make it notify to the management terminal 20 which performs.
  • the evaluation criteria creation unit 12 causes the storage unit 16 to store the created evaluation criteria information 16a.
  • the information collection unit 13 is a functional unit that collects data corresponding to preset collection items from the site management system 40 (see FIG. 1).
  • the information collection unit 13 provides the server device 50 of the site management system 40 with information on collection items.
  • the collected data includes identification information (for example, individual identification number, producer identification number, etc.), and the date and time of reception when received by the evaluation device 10 (see FIG. 4; "y/m/d h:m :s1" means "year/month/day hours:minutes:seconds”) is added.
  • the information collecting unit 13 may notify the site management system 40 to transmit the missing data when the data corresponding to the collection items cannot be collected from the site management system 40 .
  • the information collecting unit 13 associates the collected data, the identification information, and the date and time of reception, and stores them in the storage unit 16 as collected information 16b.
  • the information collecting unit 13 may create processed data (not shown) obtained by processing (average value calculation, integration, etc.) the collected data and include it in the collected information 16b and save it. .
  • the evaluation processing unit 14 is a functional unit that evaluates the collected information 16b based on the evaluation criteria information 16a (see FIG. 1).
  • the evaluation processing unit 14 performs evaluation processing so as to assign a level score corresponding to the numerical value of the data of the collected information 16b corresponding to the evaluation item for the evaluation item in which the evaluation method in the evaluation criteria information 16a is level. (See, for example, the columns “BCS Score” in FIGS. 3 and 5).
  • the evaluation processing unit 14 performs evaluation processing so as to assign OK/NG according to the data of the collected information 16b corresponding to the evaluation item for the evaluation item for which the evaluation method in the evaluation criteria information 16a is OK/NG. (See, for example, the column of "presence/absence of stepping tub for people" in Figs.
  • the evaluation method in the evaluation criteria information 16a may be a slanted scoring system, mandatory/optional, or the like.
  • the evaluation processing unit 14 stores the evaluation result 16c obtained by the evaluation processing in the storage unit 16 in association with the corresponding collected information 16b. If there are evaluation items that do not satisfy the evaluation criteria in the evaluation result 16c, the evaluation processing unit 14 may notify the site management system 40 of the evaluation items that do not satisfy the evaluation criteria.
  • the evaluation result 16c is the result obtained by the evaluation processing of the collected information 16b.
  • the evaluation result 16c is associated with individual identification number, producer identification number, score for each evaluation item ("BCS score", "presence or absence of stepping layer for human use", etc. in FIG. 5) or OK/NG. can be assumed to be
  • the information providing unit 15 is a functional unit that provides the collected information 16b and the evaluation results 16c to the viewing terminal 80 (see FIG. 1).
  • the information providing unit 15 receives viewing request information from the viewing terminal 80 (searches by individual identification number, producer identification number, etc.)
  • the information providing unit 15 transmits the collected information 16b corresponding to the viewing request information to the viewing terminal 80 .
  • the information providing unit 15 may include an information visualization unit 15a that visualizes the collected information 16b and the evaluation results 16c.
  • the information visualization unit 15a uses a preset calculation formula based on the evaluation result 16c related to an arbitrary individual identification number in the collected information 16b.
  • visualization information visualized as shown in FIG. 6 may be created and transmitted to the viewing terminal 80 .
  • the visualization information is not limited to the graph as shown in FIG. 6, and a chart may be used.
  • the visualization information can be a bar graph of the evaluation results for each evaluation item on only an arbitrary basis, a line graph of arbitrary evaluation items of the evaluation results in time series (for example, time series using the date and time of reception), a line graph, and a line graph. It may be visualized by plotting, bubble plotting, accumulation of data of arbitrary items, addition of moving average line or spool line, or the like.
  • the storage unit 16 is a functional unit that stores various data (see FIG. 1).
  • the storage unit 16 stores the evaluation criteria information 16a (for example, see FIG. 3) created by the evaluation criteria creating unit 12.
  • the storage unit 16 stores collected information 16b (for example, see FIG. 4) obtained by integrating the data collected by the information collecting unit 13 .
  • the storage unit 16 stores the evaluation result 16c (for example, see FIG. 5) evaluated by the evaluation processing unit 14 in association with the corresponding collected information 16b.
  • the storage unit 16 may store the evaluation method data 31 acquired in the past together with the date and time of acquisition.
  • the storage unit 16 may store the evaluation criteria information 16a created in the past together with the date and time of creation.
  • the storage unit 16 may store keywords that are machine-learned and accumulated when the evaluation criteria information 16a is created.
  • the storage unit 16 may store the collected information 16b for each identification information created for browsing in the past together with the date and time of creation (or the actual acquisition date and time of the data of the collected information 16b).
  • the storage unit 16 may store visualization information created by the information visualization unit 15a in the past.
  • the collected information 16b is information that integrates various data related to the evaluation target (for example, livestock animal health, breeding, environment, etc.).
  • the collected information 16b for example, for livestock animals, is information that records the background of the livestock animal.
  • the collected information 16b includes identification information (for example, individual identification number, producer identification number, etc.).
  • Collected information 16b is, for example, as shown in FIG. can be managed by The collected information 16b is divided into, for example, animal-based, facility-based, and management-based, as shown in FIG. It can be used as information organized from various data.
  • the management terminal 20 is a terminal used by the administrator of the evaluation device 10 (see FIG. 1).
  • the management terminal 20 is connected to the evaluation device 10 via a network 90 so as to be able to communicate (wireless communication, wired communication).
  • a terminal computer terminal equipped with functional units (for example, a processor, a storage device, an input device, a communication interface, and a display device) constituting a computer can be used.
  • a server, a tablet terminal, a smartphone, or the like can be used.
  • the management terminal 20 can manage (input, create, delete, add, change, edit, etc.) information in the evaluation device 10 by the operation of the administrator. There may be more than one management terminal 20 .
  • the evaluation method providing device 30 is a device that provides standardized evaluation method data 31 (for example, see FIG. 2) created by international organizations, public institutions, etc. (see FIG. 1).
  • a server device having a computer including a processor, a memory, a network interface, and the like can be used.
  • the evaluation method providing device 30 is connected to the evaluation device 10 via a network 90 so as to be able to communicate (wireless communication, wired communication).
  • the evaluation method providing device 30 stores evaluation method data 31 .
  • the evaluation method providing device 30 transmits evaluation method data 31 to the evaluation device 10 in response to a request from the evaluation device 10 . There may be more than one evaluation method providing device 30 .
  • the on-site management system 40 is a system that manages information related to on-site evaluation objects (for example, livestock animals, etc.) (see FIG. 1).
  • the site management system 40 can include, for example, a server device 50, a sensor 60, a camera 61, a robot 62, a vendor terminal 70, and a local network 91.
  • the server device 50 is a device that manages information about the site (for example, livestock animals in the livestock site under its jurisdiction) (see FIG. 1).
  • a server device having a computer including a processor, memory, network interface, and the like can be used.
  • the server device 50 is connected to the evaluation device 10 via a network 90 so as to be able to communicate (wireless communication, wired communication).
  • the server device 50 collects and stores data according to the collection items provided from the evaluation device 10 .
  • the server device 50 may collect and store data for ranch management or another purpose other than data collection for evaluation.
  • the server device 50 transmits the collected data to the evaluation device 10 .
  • the server device 50 has a clock function for managing date and time.
  • the server device 50 can be configured to virtually include a data management unit 51, a communication unit 52, and a storage unit 53 by executing a program in the processor while using memory.
  • the data management unit 51 is a functional unit that manages data collected from the sensor 60, the camera 61, the robot 62, or the vendor terminal 70 according to the collection items provided by the evaluation device 10 (see FIG. 1).
  • the data management section 51 controls the communication section 52 and the storage section 53 .
  • the data management unit 51 acquires collection items provided from the evaluation device 10 through the communication unit 52 and stores them in the storage unit 53 .
  • the data management unit 51 collects data from the sensor 60, the camera 61, the robot 62, or the vendor terminal 70 through the communication unit 52 periodically (or at any time) according to the collection items, and stores the collected data. Stored in unit 53 .
  • the data management unit 51 can perform information processing (calculation processing, image processing, analysis processing, etc.) on the collected data, and store the processed data processed by the information processing in the storage unit 53 .
  • the data management unit 51 transmits data (including processing data) stored in the storage unit 53 to the evaluation device 10 periodically (or at any time) through the communication unit 52 .
  • the communication unit 52 is a functional unit that performs communication (wired communication, wireless communication) through the network 90 and the local network 91 (see FIG. 1).
  • the communication unit 52 receives collection items provided from the evaluation device 10 under the control of the data management unit 51 .
  • the communication unit 52 receives data from the sensor 60 , the camera 61 , the robot 62 , or the vendor terminal 70 under the control of the data management unit 51 .
  • the communication unit 52 transmits data (including processing data) stored in the storage unit 53 to the evaluation device 10 under the control of the data management unit 51 .
  • the storage unit 53 is a functional unit that stores various data (see FIG. 1).
  • the storage unit 53 stores the collection items provided from the evaluation device 10 under the control of the data management unit 51 .
  • the storage unit 53 stores data collected from the sensor 60, the camera 61, the robot 62, or the vendor terminal 70 according to the collection items under the control of the data management unit 51.
  • FIG. Under the control of the data management unit 51, the storage unit 53 divides the collected data into, for example, animal-based data, facility-based data, and management-based data according to the collection items. Various detailed data may be organized and stored.
  • the sensor 60 is a functional unit that senses various data related to evaluation objects (for example, livestock animal health, rearing, environment, etc.) (see FIG. 1).
  • the sensor 60 is connected to the server device 50 via a local network 91 so as to be able to communicate (wired communication, wireless communication).
  • the sensor 60 transmits sensed data (for example, temperature inside and outside the livestock barn, humidity, illuminance, power consumption, water consumption, gas consumption, etc.) to the server device 50 .
  • the number of sensors 60 is not limited to one, and may be plural.
  • the sensor 60 may be omitted when the trader inputs data using the trader terminal 70 .
  • the camera 61 is a functional unit that captures various image data related to evaluation objects (for example, livestock animal health, breeding, environment, etc.) (see FIG. 1).
  • the camera 61 is connected to the server device 50 via a local network 91 so as to be able to communicate (wired communication, wireless communication).
  • the camera 61 transmits captured image data (for example, an image of a livestock animal, an image of a barn, etc.) to the server device 50 .
  • the number of cameras 61 is not limited to one, and a plurality of cameras may be provided. Further, the camera 61 may be omitted when the vendor uses the vendor terminal 70 to input image data.
  • the robot 62 is a functional unit that monitors various status data related to evaluation objects (for example, livestock animal health, rearing, environment, etc.) (see FIG. 1).
  • the robot 62 is connected to the server device 50 via a local network 91 so as to be able to communicate (wired communication, wireless communication).
  • a moving body equipped with a sensor or a camera, a drone, or the like can be used.
  • the robot 62 transmits monitored state data (for example, sensing data of livestock animals that need to be monitored while moving, livestock barns, image data, etc.) to the server device 50 .
  • the robot 62 may be used, for example, to operate the contractor terminal 70 to take action on the site or give specific instructions to the site where the evaluation result was poor.
  • the number of robots 62 is not limited to one, and a plurality of robots may be provided.
  • the robot 62 may be omitted when the trader uses the trader terminal 70 to input the status data.
  • the vendor terminal 70 is a terminal used by a vendor who manages the site management system 40 (see FIG. 1). Vendor terminal 70 is connected to server device 50 via local network 91 so as to be able to communicate (wireless communication, wired communication).
  • a terminal computer terminal equipped with functional units (eg, a processor, a storage device, an input device, a communication interface, and a display device) constituting a computer can be used.
  • a server, a tablet terminal, a smartphone, or the like can be used.
  • the vendor terminal 70 can manage (input, create, delete, add, change, edit, etc.) information in the server device 50 by the vendor's operation.
  • the trader terminal 70 is used when data is manually input without any of the sensors 60, cameras 61 and robots 62 on site, or when data cannot be acquired by the sensors 60, cameras 61 and robots 62 (for example, bedding and feed).
  • management status of livestock, health status of livestock animals, rearing environment status such as odor, electronic chart, injury status, disease status, treatment status, medication status, slaughter status, frequency and amount of cleaning, physique, stress etc.) can be input and transmitted to the server device 50 by the operator's operation.
  • the local network 91 is a communication network for performing communication (wired communication, wireless communication) in the local area between the server device 50, the sensor 60, the camera 61, the robot 62, and the contractor terminal 70 in the site management system 40. (see Figure 1).
  • Part of local network 91 may include a wide area network.
  • a communication network such as a PAN (Personal Area Network), a LAN (Local Area Network), a MAN (Metropolitan Area Network), a WAN (Wide Area Network), or a GAN (Global Area Network) can be used. can.
  • PAN Personal Area Network
  • LAN Local Area Network
  • MAN Metropolitan Area Network
  • WAN Wide Area Network
  • GAN Global Area Network
  • the viewing terminal 80 is a terminal used by the viewer to view the collected information 16b and the evaluation results 16c (see FIG. 1).
  • the browsing terminal 80 is connected to the evaluation device 10 via the network 90 so as to be capable of communicating (wireless communication, wired communication).
  • a terminal computer terminal equipped with functional units (eg, a processor, a storage device, an input device, a communication interface, and a display device) constituting a computer can be used.
  • a server, a tablet terminal, a smartphone, or the like can be used.
  • the browsing terminal 80 can acquire, display, and browse the collected information 16b and the evaluation result 16c according to the request from the evaluation device 10 by the operation of the browsing person.
  • the network 90 is a communication network that performs communication (wired communication, wireless communication) over a wide area between the evaluation device 10, the management terminal 20, the evaluation method providing device 30, the site management system 40, and the viewing terminal 80. (See Figure 1).
  • communication networks such as PAN, LAN, MAN, WAN, and GAN can be used.
  • FIG. 7 is a flowchart schematically showing the operation of creating evaluation criteria information by the evaluation device in the evaluation system according to the first embodiment. Please refer to FIG. 1 for the configuration of the evaluation system.
  • the evaluation method acquiring unit 11 of the evaluation device 10 accesses the evaluation method providing device 30 and acquires the evaluation method data 31 from the evaluation method providing device 30 (step A1).
  • the evaluation method acquisition unit 11 compares the acquired evaluation method data 31 with the previously acquired evaluation method data (latest stored evaluation method data), and determines that the acquired evaluation method data 31 is of a new type (for example, , livestock animal species not included in past evaluation method data) is determined (step A2). If it is a new kind of evaluation method data (YES in step A2), the process proceeds to step A4.
  • a new type for example, livestock animal species not included in past evaluation method data
  • the evaluation method acquisition unit 11 compares the acquired evaluation method data 31 with the previously acquired evaluation method data (the latest stored evaluation method data). Then, it is determined whether or not the acquired evaluation method data 31 has been revised (step A3). If the evaluation method data 31 has not been revised (NO in step A3), the process ends. If the evaluation method data 31 has been revised (YES in step A3), proceed to step A4.
  • the evaluation method acquisition unit 11 stores the acquired evaluation method data 31 in the storage unit. 16 (step A4).
  • the evaluation criteria creation unit 12 of the evaluation device 10 extracts keywords from the obtained evaluation method data 31 (step A5).
  • the evaluation criteria creation unit 12 extracts evaluation-related keywords from the extracted keywords based on preset criteria (step A6).
  • the evaluation-related keywords are extracted from among the keywords extracted in step A5 based on the criteria for the evaluation-related keywords accumulated by machine learning. If there is a keyword that does not correspond to any of the evaluation-related keywords accumulated by machine learning among the keywords extracted in step A5, it is notified to the management terminal 20 used by the administrator of the evaluation device 10 that there is a keyword that does not correspond. Then, the administrator is requested to extract the evaluation-related keywords from the unapplicable keywords, and the management terminal 20 acquires the evaluation-related keywords extracted by the administrator, thereby extracting the evaluation-related keywords.
  • the evaluation criteria creation unit 12 creates evaluation criteria information 16a based on the extracted evaluation-related keywords (step A7).
  • the evaluation items may be organized and created according to the data configuration of the acquired evaluation method data 31. FIG.
  • the evaluation criteria creation unit 12 stores the created evaluation criteria information 16a in the storage unit 16 (step A8).
  • the evaluation criteria creation unit 12 transmits the created evaluation criteria information 16a to the server device 50 of the site management system 40 (step A9), and then ends.
  • FIG. 8 is a flow chart schematically showing operations when data collection and evaluation processing are performed by the evaluation device in the evaluation system according to the first embodiment. Please refer to FIG. 1 for the configuration of the evaluation system.
  • the information collection unit 13 of the evaluation device 10 collects data corresponding to preset collection items from the site management system 40 (step B1).
  • the information collecting unit 13 determines whether or not the collected data includes all the data of the collection items (step B2). If all data are included (YES in step B2), proceed to step B4.
  • step B2 If all the data is not included (NO in step B2), the information collection unit 13 sends a data shortage notification (including items of missing data) to the field management system 40 to notify that there is a shortage of data in the collected data. (step B3), and then proceed to step B4.
  • the vendor can know the missing data through the vendor terminal 70 of the site management system 40 , and the vendor can collect the missing data and provide it to the evaluation device 10 .
  • step B2 If all the data are included (YES in step B2), or after step B3, the information collecting unit 13 collects processed data obtained by processing predetermined data in the collected data based on preset conditions. (eg, average value, integrated value, etc.) is created (step B4). If there is insufficient data, the process is skipped without creating the processed data.
  • preset conditions eg, average value, integrated value, etc.
  • the information collecting unit 13 stores the collected data (including, for example, the individual identification number, the producer identification number, and the date and time of receipt) and the collected information 16b that integrates the processed data in the storage unit 16 (step B5). If the data is insufficient, the collected information 16b is stored in the storage unit 16 while the data is insufficient and there is no processed data.
  • the evaluation processing unit 14 of the evaluation device 10 evaluates the collected information 16b based on the evaluation criteria information 16a (step B6).
  • the evaluation processing unit 14 stores the evaluation result 16c obtained by the evaluation processing in the storage unit 16 in association with the corresponding collected information 16b (step B7).
  • the evaluation result 16c it is stored in association with the evaluation method data 31 and the evaluation standard information 16a that are the basis of the evaluation process, and the evaluation result 16c is referred to the evaluation method data 31 and the evaluation standard information 16a. You may enable it to browse with the browsing terminal 80, while carrying out.
  • the evaluation processing unit 14 determines whether or not there is an evaluation item that does not satisfy the evaluation criteria in the evaluation result 16c (step B8). If there is no evaluation item that does not satisfy the evaluation criteria (NO in step B8), the process ends.
  • the evaluation processing unit 14 notifies the site management system 40 of the evaluation items that do not satisfy the evaluation criteria (step B9), and then terminates.
  • FIG. 9 is a flowchart schematically showing the operation of providing information by the evaluation device in the evaluation system according to the first embodiment.
  • the information providing unit 15 of the evaluation device 10 receives viewing request information (for example, information requesting a search by individual identification number, producer identification number, period, etc.) from the viewing terminal 80 (step C1).
  • viewing request information for example, information requesting a search by individual identification number, producer identification number, period, etc.
  • the information providing unit 15 determines whether or not there is a visualization request in the received viewing request information (step C2). If there is no visualization request (NO in step C2), proceed to step C6.
  • the information providing unit 15 searches the collected information 16b and the evaluation result 16c based on the received browsing request information (step C3).
  • the information visualization unit 15a of the information providing unit 15 creates visualization information (eg, graph) based on the information extracted by the search (step C4).
  • the information providing unit 15 transmits the information extracted by the search and the created visualization information to the viewing terminal 80 (step C5), and then terminates. Thereby, the extracted information and the created visualization information can be viewed on the viewing terminal 80 .
  • the information providing unit 15 searches the collected information 16b and the evaluation result 16c based on the received browsing request information (step C6).
  • the information providing unit 15 transmits the information extracted by the search to the viewing terminal 80 (step C7), and then terminates. Thereby, the extracted information can be viewed on the viewing terminal 80 .
  • the collected information 16b is evaluated based on the evaluation criteria information 16a created by acquiring the evaluation method data 31, it is possible to meet the changing standardized evaluation methods. can contribute to the evaluation.
  • the reader of the evaluation result 16c can confirm whether or not the standardized evaluation method is supported. .
  • the evaluation criterion information 16a is created based on the standardized latest evaluation method data 31 that is changing and is notified to the site management system 40 (contractor), the standardized evaluation method It becomes possible to review the configuration of the site management system 40 so as to correspond to .
  • the administrator (operator) of the evaluation device 10 always automatically performs an evaluation process to determine whether the system is compatible with the requirements of the standardized evaluation method, and sets the evaluation criteria. If the conditions are not satisfied, the fact is notified to the site management system 40 (contractor), so that the contractor can grasp the points to be improved and the points to be prioritized, and work according to the standardized evaluation method (nurturing, transportation, slaughter, etc.) can be maintained.
  • evaluation results 16c can be generated based on evaluation criteria information 16a with a wide variety of standardized evaluation methods. You can check the situation up to the slaughter method.
  • the evaluation device 10 when handling information related to livestock animals, can output the evaluation results 16c for each livestock animal individually, or can output the evaluation results 16c for each breed or type of livestock animal. Therefore, it becomes possible to check the total number of livestock animals without much effort.
  • the site management system 40 (trader) can prove through the evaluation results 16c that the livestock animals follow the standards of the standardized evaluation method. can reduce the time and cost of
  • livestock product-related transporters and slaughterhouses browse the evaluation results of the evaluation device 10, and transport according to the evaluation results based on the standardized evaluation method. It is possible to determine whether the animal should be slaughtered or not, and select the transportation or slaughter method, thus reducing the labor and cost of certification.
  • processors, retailers, and consumers when handling information on livestock animals, processors, retailers, and consumers search by producer identification information and individual identification numbers, and browse the evaluation results. Since it is possible to know whether livestock animals are meat obtained from vendors who meet the standards of standardized evaluation methods, it is possible to ensure the safety of meat before purchasing and improve the sense of security.
  • FIG. 10 is a block diagram schematically showing the configuration of the evaluation system according to the second embodiment.
  • Embodiment 2 is a modification of Embodiment 1, and is obtained by adding a simulation unit 17 to the evaluation device 10 .
  • the simulation unit 17 inputs virtual information (such as data included in the collected information 16b) from the vendor terminal 70 by the vendor who is the manager of the site management system 40, and the input virtual information becomes the evaluation criteria information. 16a is satisfied or not, a simulation result is created and transmitted to the vendor terminal 70.
  • the trader can refer to the simulation result on the trader terminal 70 .
  • the simulation unit 17 is provided, but the operation of the simulation unit 17 may be performed by the evaluation processing unit 14 without providing the simulation unit 17 .
  • the simulation result of the evaluation can be obtained by merely providing the evaluation processing unit 14 with an artificially changed value and performing the evaluation normally.
  • the simulation may be performed not only for all evaluation items in the evaluation criteria information 16a, but also for at least one specific evaluation item (eg, BCS (Body Condition Score) score, etc.).
  • BCS Body Condition Score
  • Other configurations of the second embodiment are the same as those of the first embodiment.
  • the simulation unit 17 it becomes possible to simulate a plurality of evaluations classified according to the conditions in the evaluation criteria.
  • the BCS score it is possible to output a simulation result of evaluation based on the evaluation criteria information by specifying one BCS score or leaving it blank when all collection items necessary for evaluation are available.
  • FIG. 11 is a block diagram schematically showing the configuration of an evaluation system according to the third embodiment
  • Embodiment 3 is a modification of Embodiment 1.
  • an information management device 21 is provided by extracting the information management (collection, provision) function from the evaluation device (10 in FIG. 1) of Embodiment 1. ing. Since the information management function is extracted from the evaluation device 10, the information acquisition unit 18 is provided in the evaluation device 10.
  • FIG. 1 An information management device 21 is provided by extracting the information management (collection, provision) function from the evaluation device (10 in FIG. 1) of Embodiment 1. ing. Since the information management function is extracted from the evaluation device 10, the information acquisition unit 18 is provided in the evaluation device 10.
  • the evaluation device 10 is a device that evaluates the state of an object to be evaluated (for example, livestock animals, etc.) (see FIG. 11).
  • the evaluation device 10 acquires the evaluation method data 31 from the evaluation method providing device 30 and creates the evaluation criteria information 16a based on the acquired evaluation method data 31 .
  • the evaluation device 10 does not collect data on the evaluation object from the site management system 40, but acquires the collected information 24a (collected from the site management system 40) from the information management device 21.
  • the evaluation device 10 creates an evaluation result 24b of the acquired collected information 24a based on the created evaluation criteria information 16a.
  • the evaluation device 10 transmits the created evaluation result 24b to the information management device 21 without accumulating it in itself.
  • the evaluation device 10 for example, a server device having a computer including a processor, memory, network interface and the like can be used.
  • the evaluation device 10 is connected to the management terminal 20, the information management device 21, the evaluation method provision device 30, the site management system 40, and the viewing terminal 80 via the network 90 so as to be able to communicate (wireless communication, wired communication).
  • the evaluation device 10 By executing a program in a processor while using a memory, the evaluation device 10 virtually includes an evaluation method acquisition unit 11, an evaluation criteria creation unit 12, an information acquisition unit 18, an evaluation processing unit 14, and a storage unit 16.
  • the evaluation device 10 may include a simulation section (17 in FIG. 10).
  • the evaluation method acquisition unit 11 is the same as the evaluation method acquisition unit (11 in FIG. 1) of the first embodiment, but the collected evaluation method data 31 is transmitted to the information management device 21 for storage. good too.
  • the evaluation criteria creation unit 12 is the same as the evaluation criteria creation unit (12 in FIG. 1) of the first embodiment, but the created evaluation criteria information may be transmitted to the information management device 21 and stored.
  • the evaluation result 24b obtained by the evaluation processing is not stored in the storage unit 16 (it can be stored), but is transmitted to and stored in the information management device 21. 1 (14 in FIG. 1).
  • the storage unit 16 does not store the collected information 24a and the evaluation results 24b by itself (may store them), and otherwise is the same as the storage unit (16 in FIG. 1) of the first embodiment.
  • Collected information 24a (similar to collected information 16b in FIG. 1) and evaluation results 24b (similar to evaluation results 16c in FIG. 1; visualization information of evaluation results 24b may be included) are collected by information management device 21.
  • All information provided from the information management device 21 to the viewing terminal 80 is stored in the information management device 21 .
  • the evaluation device 10 does not include the information collecting unit 22 and the information providing unit 23 , but the information management device 21 includes the information collecting unit 22 and the information providing unit 23 .
  • the information acquisition unit 18 is a functional unit that acquires the collected information 24a from the information management device 21 (see FIG. 11).
  • the information acquisition unit 18 transmits the acquired collected information 24 a to the evaluation processing unit 14 .
  • the information acquisition unit 18 may cause the storage unit 16 to store the acquired collected information 24a.
  • the information management device 21 is a device that manages collected information 24a and its evaluation results 24b (see FIG. 11).
  • the information management device 21 provides a mechanism for utilizing the collected information 24a and its evaluation result 24b.
  • the information management device 21 accumulates collected information 24a in which data corresponding to preset collection items are collected and integrated.
  • the information management device 21 provides the accumulated collected information 24a to the evaluation device 10, acquires the evaluation result 24b of the collected information 24a from the evaluation device 10, and stores the evaluation result 24b in the storage unit 24 in association with the collected information 24a. do.
  • the information management device 21 enables the browsing terminal 80 to browse the collected information 24a and the evaluation results 24b.
  • a server device having a computer including a processor, memory, network interface, etc.
  • the information management device 21 is connected to the evaluation device 10, the management terminal 20, the evaluation method providing device 30, the site management system 40, and the viewing terminal 80 via the network 90 so as to be able to communicate (wireless communication, wired communication). .
  • the information management device 21 has a clock function for managing date and time.
  • the information management device 21 can be configured to virtually include an information collection unit 22, an information provision unit 23, and a storage unit 24 by executing a program in the processor while using memory. can.
  • the information management device 21 may be distributed on the cloud.
  • the information collecting unit 22 and the information providing unit 23 are the same as the information collecting unit (13 in FIG. 1) and the information providing unit (15 in FIG. 1) of the first embodiment.
  • the storage unit 24 does not store the evaluation criteria information 16a, and is otherwise the same as the storage unit (16 in FIG. 1) of the first embodiment.
  • the information management device 21 has a function of providing information for browsing. may be performed.
  • Embodiment 3 as in Embodiment 1, it is possible to contribute to performing evaluations that meet the requirements of standardized evaluation methods that are changing, and even when the evaluation apparatus 10 is being maintained, , the information providing service (browsing service) in the information management device 21 can be continued. Security can be ensured by separating the evaluation device 10 from the information management device 21 .
  • FIG. 12 is a block diagram schematically showing the configuration of the evaluation system according to the fourth embodiment.
  • Embodiment 4 is a modified example of Embodiment 1, in which the evaluation result 16c evaluated by the evaluation device 10 is authenticated by a third party authentication authority or authenticator using the authentication terminal 26. It is the one that was made. Note that an authentication server that automatically performs authentication processing may be used instead of the authentication terminal 26 . Configurations other than the authentication terminal 26 are the same as those of the first embodiment (see FIG. 1). Also, the fourth embodiment may be applied to the second and third embodiments.
  • the authentication terminal 26 is a terminal used by a certification authority (for example, a public institution) or an authenticator (for example, an authentication qualification holder) to authenticate the collected information 16b and the evaluation results 16c (see FIG. 12).
  • the authentication terminal 26 is connected to the evaluation device 10 via the network 90 so as to be able to communicate (wireless communication, wired communication).
  • a terminal computer terminal equipped with functional units (eg, a processor, a storage device, an input device, a communication interface, and a display device) that constitute a computer can be used.
  • a server, a tablet terminal, a smartphone, or the like can be used.
  • the authentication terminal 26 acquires and displays the collected information 16b and the evaluation result 16c of the evaluation device 10 by the operation of the authentication agency or the authentication person, and performs authentication. Authentication of the collected information 16b and the evaluation result 16c may be performed by, for example, storing authentication identification information issued by a certification authority or an authenticator in the evaluation device 10 in association with the collected information 16b and the evaluation result 16c. good.
  • the certification authority or the certification person can collect the information 16b and By authenticating the evaluation result 16c, the reliability of the collected information 16b and the evaluation result 16c can be further improved.
  • processors, retailers, and consumers refer to the authentication identification information when browsing the information on the evaluation device 10, so that the target livestock animals can be evaluated in a standardized manner. Since it is possible to know whether the meat has been obtained from a legally certified supplier, the safety of the meat can be guaranteed and the sense of security can be improved.
  • FIG. 13 is a block diagram schematically showing the configuration of the evaluation device according to the fifth embodiment.
  • the evaluation device 10 is a device that evaluates the state of the evaluation object (see FIG. 13).
  • the evaluation device 10 includes an evaluation method acquisition unit 11 , an evaluation criteria creation unit 12 and an evaluation processing unit 14 .
  • the evaluation method acquisition unit 11 is configured to acquire evaluation method data 31 from the evaluation method providing device 30 .
  • the evaluation criteria creation unit 12 is configured to create evaluation criteria information for evaluating collected information that integrates data collected from a site management system 40 that manages site information.
  • the evaluation processing unit 14 is configured to evaluate the collected information based on the evaluation criteria information and create an evaluation result.
  • the collected information is evaluated based on the evaluation criteria information created by acquiring the evaluation method data 31, the evaluation corresponding to the requirements of the standardized evaluation method that is changing is performed. You can contribute to what you do.
  • the evaluation device, management terminal, evaluation method providing device, viewing terminal, server device, and vendor terminal according to Embodiments 1 to 5 can be configured by so-called hardware resources (information processing device, computer).
  • hardware resource 100 includes processor 101 , memory 102 , network interface 103 , etc. interconnected by internal bus 104 .
  • the configuration shown in FIG. 14 is not intended to limit the hardware configuration of the hardware resource 100 .
  • the hardware resource 100 may include hardware not shown (for example, an input/output interface).
  • the number of units such as the processors 101 included in the device is not limited to the illustration in FIG.
  • a CPU Central Processing Unit
  • MPU Micro Processor Unit
  • GPU Graphics Processing Unit
  • RAM Random Access Memory
  • ROM Read Only Memory
  • HDD Hard Disk Drive
  • SSD Solid State Drive
  • LAN Local Area Network
  • network adapter for example, a LAN (Local Area Network) card, network adapter, network interface card, etc. can be used.
  • the functions of the hardware resource 100 are realized by the processing modules described above.
  • the processing module is implemented by the processor 101 executing a program stored in the memory 102, for example.
  • the program can be downloaded via a network or updated using a storage medium storing the program.
  • the processing module may be realized by a semiconductor chip.
  • the functions performed by the above processing modules may be realized by executing software in some kind of hardware.
  • Appendix 3 further comprising an information acquisition unit that acquires the collected information from an information management device that manages the collected information;
  • the evaluation processing unit is configured to evaluate the acquired collected information based on the evaluation criteria information, create an evaluation result, and transmit the evaluation result to the information management device.
  • the evaluation device according to appendix 1 or 2.
  • the evaluation device according to appendix 1 or 2 further comprising: [Appendix 5]
  • the information providing unit a process of searching the collected information or the evaluation result based on the viewing request information when there is a visualization request in the viewing request information, and creating visualization information based on the information extracted by the search; a process of transmitting the collected information or the evaluation result extracted by the search and the created visualized information to the viewing terminal; is configured to do The evaluation device according to appendix 4.
  • the evaluation method acquisition unit compares the evaluation method data acquired this time with the evaluation method data acquired in the past, and determines whether the evaluation method data acquired this time is a new kind of evaluation method data, or configured to save the currently acquired evaluation method data when the evaluation method data has been revised;
  • the evaluation criteria creation unit is configured to create the evaluation criteria information based on the currently acquired evaluation method data when the currently acquired assessment method data is saved. 6.
  • the evaluation device according to any one of Appendices 1 to 5.
  • the evaluation criteria creation unit a process of extracting keywords from the acquired evaluation method data; A process of extracting keywords related to evaluation from among the extracted keywords based on preset criteria; a process of creating the evaluation criteria information based on the extracted keywords related to the evaluation; is configured to do 7.
  • the evaluation device according to any one of Appendices 1 to 6.
  • Appendix 8 The evaluation device according to any one of Appendices 1, 2, 4 to 6, and 7; a site management system that manages site information and is communicably connected to the evaluation device; an evaluation method providing device that provides evaluation method data and is communicably connected to the evaluation device; a viewing terminal communicatively connected to the evaluation device; A rating system with [Appendix 9] the evaluation device according to Appendices 1 to 3, 6 or 7; an information management device that manages the collected information and is communicably connected to the evaluation device; a site management system that manages site information and is communicably connected to the information management device; an evaluation method providing device that provides evaluation method data and is communicably connected to the evaluation device; a viewing terminal communicably connected to the information management device; A rating system with [Appendix 10] Further comprising an authentication terminal or an authentication server communicably connected to the evaluation device and performing authentication processing on the evaluation result; The rating system according to appendix 8 or 9.
  • An evaluation method for evaluating collected information using hardware resources a step of acquiring evaluation method data from an evaluation method providing device; a step of creating evaluation criteria information for evaluating collected information that integrates data collected from a site management system that manages site information, based on the evaluation method data; evaluating the collected information based on the evaluation criteria information to create an evaluation result; evaluation methods, including; [Appendix 12] A program for causing a hardware resource to execute processing for evaluating collected information, a process of acquiring evaluation method data from an evaluation method providing apparatus; Based on the evaluation method data, a process of creating evaluation criteria information for evaluating collected information that integrates data collected from a site management system that manages site information; a process of evaluating the collected information based on the evaluation criteria information and creating an evaluation result; to the hardware resource.
  • evaluation system 10 evaluation device 11 evaluation method acquisition unit 12 evaluation criteria creation unit 13 information collection unit 14 evaluation processing unit 15 information provision unit 15a information visualization unit 16 storage unit 16a evaluation criteria information 16b collected information 16c evaluation result 17 simulation unit 18 information Acquisition unit 19 Information registration unit 20 Management terminal 21 Information management device 22 Information collection unit 23 Information provision unit 24 Storage unit 24a Collected information 24b Evaluation result 26 Authentication terminal 30 Evaluation method providing device 31 Evaluation method data 40 Field management system 50 Server device 51 Data Management Unit 52 Communication Unit 53 Storage Unit 60 Sensor 61 Camera 62 Robot 70 Trader Terminal 80 Viewing Terminal 90 Network 91 Local Network 100 Hardware Resources 101 Processor 102 Memory 103 Network Interface 104 Internal Bus

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