System and method for augmenting asset data

Abstract

The present invention relates to a system and a method for augmenting asset data. The method of the present invention comprises the steps of: generating an asset data augmentation request message requesting augmentation of asset data; collecting asset data according to information included in the asset data augmentation request message; and verifying the collected asset data on the basis of crowd sourcing.

Description

Systems and methods for enriching asset data

[0001] The following embodiments relate to techniques for enriching asset data to keep it relevant and up-to-date.

[0002] Asset data refers to information related to physical assets such as machinery, equipment, and infrastructure, and is an essential element for implementing digital transformation and virtual replicas of physical assets in a digital environment.

[0003] As information systems and interconnected systems proliferate and companies adopt advanced technologies, the volume and variety of asset data is rapidly increasing.

[0004] Assets and their associated data evolve over time, requiring continuous data enrichment to capture changes and updates while maintaining quality and completeness.

[0005] Asset data enrichment is necessary to address issues such as inconsistencies, incompleteness, and inaccuracies in asset data. The need for asset data enrichment stems from the complexity and diversity of assets and related data.

[0006] However, manually enriching asset data by domain experts is time-consuming, and automated methods struggle to generate new and relevant information.

[0007] Therefore, a method for continuously enhancing detailed data is required to keep asset data relevant and in optimal condition in line with the changing digital environment.

[0008] The present invention aims to provide a system and method for enhancing asset data.

[0009] A method for augmenting asset data according to one embodiment of the present invention may include the steps of: generating an asset data augmentation request message requesting augmentation of asset data; collecting asset data according to information included in the asset data augmentation request message; and verifying the collected asset data based on crowdsourcing.

[0010] At this time, the step of generating the asset data reinforcement request message includes: a step of receiving asset data standard template information, information related to data collection, and information related to data validation; a step of receiving basic data; a step of generating a temporary asset data structure by merging the asset data standard template information and the basic data;

[0011] A step of outputting the temporary asset data structure to determine whether it is to be determined as an asset data structure to be reinforced; and, if the temporary asset data structure is determined as an asset data structure to be reinforced as a result of the determination, a step of generating the asset data reinforcement request message including information related to the data collection, information related to the data validation, and the asset data structure to be reinforced may be included.

[0012] At this time, information related to the data collection may include a search time, which is the time allowed for collecting asset data, and a reference value for determining whether the collected asset data is similar to the information to be collected.

[0013] At this time, information related to the data validation may include a validation time, which is the time allowed to validate the validity of the collected asset data, a minimum number of validators, which are people who verify the validity of the collected asset data, a minimum number of validation devices, which are devices that verify the validity of the collected asset data, and a validity ratio value, which is a criterion for determining validity.

[0014] At this time, the basic data may include the name or identification information of the asset data to be reinforced.

[0015] At this time, the step of collecting the asset data may include the step of searching and collecting the asset data required by the asset data structure to be reinforced included in the asset data reinforcement request message; the step of calculating a relevance value of the collected asset data; the step of storing the collected asset data in the asset database if the relevance value of the collected asset data is greater than a preset reference value and the collected asset data is not stored in the asset database; and the step of generating a verification proposal requesting verification of the collected data stored in the asset database.

[0016] At this time, the method for reinforcing asset data may further include a step of discarding the collected asset data if the relevance value of the collected asset data is below a preset reference value.

[0017] At this time, the method for reinforcing asset data may further include a step of discarding the collected asset data if the collected asset data is stored in the asset database.

[0018] At this time, the step of searching and collecting asset data required in the asset data structure to be reinforced included in the asset data reinforcement request message can be collected during the search time included in the asset data reinforcement request message.

[0019] At this time, the step of verifying the collected asset data may include: a step of checking information on a validation device and a validator available in a validation database; a step of checking whether the minimum number of validation devices and the minimum number of validators included in the asset data reinforcement request message are satisfied; a step of requesting verification of the collected asset data to the validation device and the validator if the minimum number of validation devices and the minimum number of validators are satisfied; a step of receiving a verification result of verifying the collected asset data from the validation device and the validator; and a step of storing the collected asset data as reinforced asset data if the ratio determined to be valid as a result of the verification result exceeds a valid ratio value.

[0020] At this time, the step of requesting verification of the collected asset data and the step of receiving the verification result of verifying the collected asset data can be performed within the validation time, which is the time allowed to verify the validity of the collected asset data.

[0021] A system for enhancing asset data according to one embodiment of the present invention may include a enhancement request generation unit that generates an asset data enhancement request message requesting enhancement of asset data; a collection unit that collects asset data according to information included in the asset data enhancement request message; and a verification unit that verifies the collected asset data based on crowdsourcing.

[0022] At this time, the reinforcement request generation unit receives asset data standard template information, information related to data collection, and information related to data validity verification, receives basic data, merges the asset data standard template information and the basic data to generate a temporary asset data structure, outputs the temporary asset data structure to determine whether to be determined as an asset data structure to be reinforced, and if the temporary asset data structure is determined as the asset data structure to be reinforced as a result of the determination, the asset data reinforcement request message including the information related to data collection, the information related to data validity verification, and the asset data structure to be reinforced can be generated.

[0023] At this time, the collection unit searches for and collects asset data required by the asset data structure to be reinforced included in the asset data reinforcement request message, calculates a relevance value of the collected asset data, and if the relevance value of the collected asset data is greater than a preset reference value and the collected asset data is not stored in the asset database, stores the collected asset data in the asset database, and generates a verification proposal requesting verification of the collected data stored in the asset database.

[0024] At this time, the verification unit checks the information of the validation device and the validator available in the validation database, checks whether the minimum number of validation devices and the minimum number of validators included in the asset data reinforcement request message are satisfied, and if the minimum number of validation devices and the minimum number of validators are satisfied, requests the validation of the collected asset data to the validation device and the validator, receives the verification result of verifying the collected asset data from the validation device and the validator, and if the ratio determined to be valid as a result of the verification result exceeds the valid ratio value, the collected asset data can be stored as reinforced asset data.

[0025] The present invention relates to a system and method for generating an asset data reinforcement request message requesting reinforcement of asset data, collecting asset data according to information included in the asset data reinforcement request message, and verifying the collected asset data based on crowdsourcing to generate reinforced asset data, thereby minimizing the effort to reinforce asset data by automating the collection of asset data and verifying only the validity of the collected asset data based on crowdsourcing, while maintaining the asset data in a relevant and optimal state.

[0026] FIG. 1 is a schematic diagram illustrating a configuration of an asset data reinforcement system that reinforces asset data according to one embodiment.

[0027] FIG. 2 is a flowchart schematically illustrating a process for reinforcing asset data in an asset data reinforcement system according to one embodiment.

[0028] FIG. 3 is a flowchart illustrating a specific process for generating an asset data reinforcement request message in an asset data reinforcement system according to one embodiment.

[0029] Figure 4 is a flowchart illustrating a specific process for collecting asset data in an asset data reinforcement system according to one embodiment.

[0030] FIG. 5 is a flowchart illustrating a specific process for verifying asset data collected in an asset data reinforcement system according to one embodiment.

[0031] FIG. 6 is a diagram illustrating an example of an asset data standard template used to generate an asset data enhancement request message in an asset data enhancement system according to one embodiment.

[0032] FIG. 7 is a diagram illustrating an example of basic data used to generate an asset data reinforcement request message in an asset data reinforcement system according to one embodiment.

[0033] FIG. 8 is a diagram illustrating an example of the structure of asset data to be reinforced in an asset data reinforcement system according to one embodiment.

[0034] FIG. 9 is a diagram illustrating an example of an asset data reinforcement system according to one embodiment in which only asset data with a relevance exceeding a reference value is left as collected asset data.

[0035] FIG. 10 is a diagram illustrating an example of generating a proposal requesting verification in order to verify asset data collected in an asset data reinforcement system according to one embodiment.

[0036] FIG. 11 is a diagram illustrating an example of asset data that has passed verification in an asset data reinforcement system according to one embodiment.

[0037] Hereinafter, embodiments are described in detail with reference to the attached drawings. However, the embodiments may be modified in various ways, and the scope of the patent application is not limited or restricted by these embodiments. It should be understood that all modifications, equivalents, or alternatives to the embodiments are included within the scope of the patent application.

[0038] The terms used in the examples are for illustrative purposes only and should not be construed as limiting. Singular expressions include plural expressions unless the context clearly dictates otherwise. In this specification, terms such as "comprise" or "have" are intended to indicate the presence of a feature, number, step, operation, component, part, or combination thereof described in the specification, but should be understood to not preclude the presence or addition of one or more other features, numbers, steps, operations, components, parts, or combinations thereof.

[0039] Unless otherwise defined, all terms used herein, including technical or scientific terms, have the same meaning as commonly understood by a person of ordinary skill in the art to which the embodiments pertain. Terms defined in commonly used dictionaries should be interpreted as having a meaning consistent with their meaning in the context of the relevant technology, and shall not be interpreted in an idealized or overly formal sense unless explicitly defined herein.

[0040] In addition, when describing with reference to the attached drawings, identical components will be assigned the same reference numerals regardless of the drawing numbers, and redundant descriptions thereof will be omitted. When describing embodiments, if a detailed description of a related known technology is judged to unnecessarily obscure the gist of the embodiment, the detailed description will be omitted.

[0041] Additionally, terms such as first, second, A, B, (a), (b), etc. may be used to describe components of the embodiments. These terms are only intended to distinguish the components from other components, and the nature, order, or sequence of the components are not limited by the terms. When a component is described as being "connected," "coupled," or "connected" to another component, it should be understood that the component may be directly connected or connected to the other component, but another component may also be "connected," "coupled," or "connected" between each component.

[0042] Components included in one embodiment and components with common functions will be described using the same names in other embodiments. Unless otherwise stated, the descriptions given in one embodiment may also apply to other embodiments, and detailed descriptions will be omitted to the extent of overlap.

[0043]

[0044] Hereinafter, a system and method for reinforcing asset data according to an embodiment of the present invention will be described in detail with reference to the attached FIGS. 1 to 11.

[0045] FIG. 1 is a schematic diagram illustrating a configuration of an asset data reinforcement system that reinforces asset data according to one embodiment.

[0046] Referring to FIG. 1, the asset data reinforcement system (100) may be configured to include a processor (110), a communication unit (120), an interface unit (130), an asset database (140), and a validation database (150).

[0047] The communication unit (120) can communicate with an external server where asset data exists in order to collect asset data, and can communicate with a validation device and a validator in order to verify the collected asset data.

[0048] The interface unit (130) is a device that provides an interface with an administrator who manages asset data and can receive information on asset data for which reinforcement is requested.

[0049] The asset database (140) can store asset data.

[0050] The validation database (150) can manage a list of validation devices, which are devices that validate collected asset data, and a list of validators, which are people that validate collected asset data.

[0051] The processor (110) may be configured to include a reinforcement request generation unit (111), a collection unit (112), and a verification unit (113).

[0052] The reinforcement request generation unit (111) can generate an asset data reinforcement request message requesting reinforcement of asset data.

[0053] More specifically, the reinforcement request generation unit (111) receives asset data standard template information, information related to data collection, and information related to data validation, receives basic data, merges the asset data standard template information and the basic data to generate a temporary asset data structure, outputs the temporary asset data structure to determine whether to be determined as an asset data structure to be reinforced, and if the temporary asset data structure is determined as the asset data structure to be reinforced as a result of the determination, generates an asset data reinforcement request message including information related to data collection, information related to data validation, and the asset data structure to be reinforced.

[0054] The collection unit (112) can collect asset data according to information included in the asset data reinforcement request message.

[0055] More specifically, the collection unit (112) searches for and collects asset data required by the asset data structure to be reinforced included in the asset data reinforcement request message, calculates a relevance value of the collected asset data, and if the relevance value of the collected asset data is greater than a preset reference value and the collected asset data is not stored in the asset database, stores the collected asset data in the asset database, and generates a verification proposal requesting verification of the collected data stored in the asset database.

[0056] The verification unit (113) can verify asset data collected based on crowdsourcing.

[0057] More specifically, the verification unit (113) checks the information of the available validation devices and validators in the validation database, checks whether the minimum number of validation devices and the minimum number of validators included in the asset data reinforcement request message are satisfied, and if the minimum number of validation devices and the minimum number of validators are satisfied, requests verification of the asset data collected by the validation devices and validators, receives the verification result of verifying the collected asset data from the validation devices and validators, and if the ratio determined to be valid as a result of the verification result exceeds the valid ratio value, the collected asset data can be stored as reinforced asset data.

[0058] The specific operations of the processor (110) and the reinforcement request generation unit (111), collection unit (112) and verification unit (113) included in the processor (110) will be described in more detail later with reference to FIGS. 2 to 11.

[0059]

[0060] Hereinafter, the method according to the present invention configured as described above will be described with reference to the drawings below.

[0061] FIG. 2 is a flowchart schematically illustrating a process for reinforcing asset data in an asset data reinforcement system according to one embodiment.

[0062] Referring to FIG. 2, the asset data enhancement system (100) can generate an asset data enhancement request message (210) requesting asset data enhancement. A more detailed description of step 210 will be provided later with reference to FIG. 3.

[0063] In addition, the asset data reinforcement system (100) can collect asset data based on information included in the asset data reinforcement request message (220). A more detailed description of step 220 will be provided later with reference to FIG. 4.

[0064] Additionally, the asset data reinforcement system (100) can verify asset data collected through crowdsourcing (230). A more detailed description of step 230 will be provided later with reference to FIG. 5.

[0065]

[0066] FIG. 3 is a flowchart illustrating a specific process for generating an asset data reinforcement request message in an asset data reinforcement system according to one embodiment.

[0067] Referring to FIG. 3, the asset data reinforcement system (100) can receive asset data standard template information, information related to data collection, and information related to data validation (310).

[0068] At this time, information related to data collection may include a search time, which is the time allowed to collect asset data, and a reference value for determining whether the collected asset data is similar to the information to be collected.

[0069] In addition, information related to data validation may include a validation time, which is the time allowed to validate the validity of collected asset data, a minimum number of validators, which are people who validate the validity of collected asset data, a minimum number of validation devices, which are devices that validate the validity of collected asset data, and a validity ratio value, which is a criterion for determining validity.

[0070] FIG. 6 is a diagram illustrating an example of an asset data standard template used to generate an asset data enhancement request message in an asset data enhancement system according to one embodiment.

[0071] Referring to FIG. 6, the asset data standard template may include a data gathering configuration, a data gathering duration, an information relevance threshold, and a data validation configuration.

[0072] At this time, the data validation configuration may include a data validation duration, a human validator count, a machine validator count, and a validation quorum threshold.

[0073] Returning to the description of FIG. 3, the asset data augmentation system (100) can receive basic data (320).

[0074] At this time, the basic data may include the name or identification information of the asset data to be enhanced. Furthermore, the basic data may be extracted from previously created and managed asset data, or may be received through user (administrator) input.

[0075] FIG. 7 is a diagram illustrating an example of basic data used to generate an asset data reinforcement request message in an asset data reinforcement system according to one embodiment.

[0076] Referring to Figure 7, the basic data of the technical data submodel can include three attributes: manufacturer name (ManufacturerName), manufacturer part number (ManufacturerPartName), and manufacturer website (ManufacturerWebsite).

[0077] At this time, it can be confirmed that the basic data contains values ​​for the manufacturer name (ManufacturerName) and the manufacturer part number (ManufacturerPartName), but the value for the manufacturer website (ManufacturerWebsite) exists only as a key to be filled in during the reinforcement process.

[0078] Returning to the description of FIG. 3, the asset data augmentation system (100) can create a temporary asset data structure by merging asset data standard template information and basic data (330).

[0079] In addition, the asset data reinforcement system (100) can output a temporary asset data structure to determine whether to determine the asset data structure to be reinforced (340). At this time, the determination is made by providing the asset data structure to be reinforced to the user (administrator), and, based on the user's (administrator's) decision, the temporary asset data structure can be determined as the asset data structure to be reinforced.

[0080] FIG. 8 is a diagram illustrating an example of the structure of asset data to be reinforced in an asset data reinforcement system according to one embodiment.

[0081] Referring to Figure 8, the structure of asset data to be reinforced may be configured to include identification information, technical data, operational data, and documents.

[0082] Returning to the description of FIG. 3, if the temporary asset data structure is not determined as the asset data structure to be reinforced as a result of the verification in step 340, the asset data reinforcement system (100) can return to step 310 and repeat the series of processes, and can repeat the process within a predetermined number of repetitions or a preset time.

[0083] If the temporary asset data structure is determined as the asset data structure to be reinforced as a result of the verification in step 340, the asset data reinforcement system (100) can generate an asset data reinforcement request message including information related to data collection, information related to data validation, and the asset data structure to be reinforced (350).

[0084]

[0085] Figure 4 is a flowchart illustrating a specific process for collecting asset data in an asset data reinforcement system according to one embodiment.

[0086] Referring to FIG. 4, the asset data augmentation system (100) can retrieve and collect asset data requested from the asset data structure to be augmented included in the asset data augmentation request message (410). At this time, the asset data augmentation system (100) can collect asset data during the search time included in the asset data augmentation request message in step 410. The asset data can be collected in parallel by executing multiple instances simultaneously in step 410.

[0087] And, the asset data reinforcement system (100) can calculate the relevance value of the collected asset data (420).

[0088] At this time, the relevance value of the collected asset data can be calculated through <Mathematical Formula 1> below.

[0089] [Mathematical Formula 1]

[0090]

[0091] Here, represents the i-th query, represents the inverse document frequency of the i-th query, represents the term frequency of the query item in document D, b represents the denominator ratio, and k1 represents the term frequency saturation variable. is the field length divided by the average field length.

[0092] At this time, the larger b is, the more the influence of document length compared to the average length is amplified, and the default value can be set to 0.75. In addition, the default value of k1 can be set to 1.2.

[0093] In addition, the asset data reinforcement system (100) can check whether the relevance value of the collected asset data is greater than a preset reference value (430).

[0094] If the relevance value of the collected asset data as a result of the verification in step 430 is lower than a preset standard value, the asset data reinforcement system (100) can discard the collected asset data (470).

[0095] If the relevance value of the collected asset data as a result of the verification in step 430 is greater than a preset reference value, the asset data reinforcement system (100) can check whether the collected asset data is stored in the asset database (440).

[0096] If the collected asset data is stored in the asset database as a result of the verification in step 440, the asset data reinforcement system (100) can discard the collected asset data (470).

[0097] If the collected asset data is not stored in the asset database as a result of the verification in step 440, the asset data reinforcement system (100) can store the collected asset data in the asset database (450).

[0098] FIG. 9 is a diagram illustrating an example of an asset data reinforcement system according to one embodiment in which only asset data with a relevance exceeding a reference value is left as collected asset data.

[0099] Referring to FIG. 9, the asset data reinforcement system (100) can calculate a relevance value of collected asset data (910).

[0100] The asset data reinforcement system (100) can discard collected asset data with a relevance criterion value of 0.80 or less included in the asset data standard template (920), and leave only collected asset data with a relevance value greater than 0.80 (930).

[0101] Returning to the description of FIG. 4, the asset data augmentation system (100) can generate a verification proposal requesting verification of the collected data stored in the asset database (460).

[0102] FIG. 10 is a diagram illustrating an example of generating a proposal requesting verification in order to verify asset data collected in an asset data reinforcement system according to one embodiment.

[0103] Referring to FIG. 10, the asset data reinforcement system (100) can generate a verification proposal (1020), which is a proposal requesting verification, in order to verify the collected asset data (1010).

[0104] FIG. 5 is a flowchart illustrating a specific process for verifying asset data collected in an asset data reinforcement system according to one embodiment.

[0105] Referring to FIG. 5, the asset data reinforcement system (100) can check the information of available validation devices and validators in the validation database (510).

[0106] In addition, the asset data reinforcement system (100) can check whether the minimum number of validation devices and the minimum number of validators included in the asset data reinforcement request message are satisfied.

[0107] If the minimum number of validation devices and the minimum number of validators included in the asset data reinforcement request message are satisfied as a result of the verification in step 520, the asset data reinforcement system (100) can request verification of the collected asset data by the validation devices and validators (530).

[0108] In addition, the asset data reinforcement system (100) can receive a verification result that verifies the asset data collected from the validation device and the validator (540).

[0109] Meanwhile, steps 530 and 540 can be performed within the validation timeframe, which is the time allowed to verify the validity of the collected asset data. That is, any validation results received beyond the validation timeframe may be discarded.

[0110] Furthermore, the asset data reinforcement system (100) can use the received verification results to verify whether the collected asset data is valid (550). In step 550, the asset data reinforcement system (100) integrates the verification results and, if the percentage of results deemed valid exceeds the valid percentage value, determines that the collected asset data has passed the validation.

[0111] As a result of the verification in step 550, if the collected asset data does not pass the validity verification, the asset data reinforcement system (100) can check whether the preset number of repetitions has been reached (560).

[0112] If the verification result of step 560 does not reach the preset number of repetitions, the asset data reinforcement system (100) can return to step 510 and repeat the subsequent series of processes.

[0113] If the preset number of repetitions is reached as a result of the verification of step 560, the asset data reinforcement system (100) can terminate this algorithm.

[0114] On the other hand, if the minimum number of validation devices and validators included in the asset data reinforcement request message is not met as a result of the verification in step 520, the asset data reinforcement system (100) may determine that validation is not ready and terminate the algorithm. Alternatively, step 520 may be repeated at regular intervals until validation is ready.

[0115] As a result of the verification in step 550, if the collected asset data has passed the validity verification, the asset data reinforcement system (100) can store the collected asset data as reinforced asset data in the asset database (570).

[0116] FIG. 11 is a diagram illustrating an example of asset data that has passed verification in an asset data reinforcement system according to one embodiment.

[0117] Referring to FIG. 11, when examining the asset data (1110) that passed verification, it can be confirmed that the information regarding the manufacturer website that needed to be reinforced in FIG. 7 has been reinforced.

[0118]

[0119] The method according to the embodiment may be implemented in the form of program commands that can be executed through various computer means and recorded on a computer-readable medium. The computer-readable medium may store program commands, data files, data structures, etc., singly or in combination. The program commands recorded on the medium may be those specially designed and configured for the embodiment or may be those known and available to those skilled in the art of computer software. Examples of the computer-readable recording medium include magnetic media such as hard disks, floppy disks, and magnetic tapes, optical media such as CD-ROMs and DVDs, magneto-optical media such as floptical disks, and hardware devices specially configured to store and execute program commands, such as ROMs, RAMs, and flash memories. Examples of the program commands include not only machine language codes generated by a compiler, but also high-level language codes that can be executed by a computer using an interpreter, etc. The hardware devices described above may be configured to operate as one or more software modules to perform the operations of the embodiment, and vice versa.

[0120] Software may include a computer program, code, instructions, or a combination of one or more of these, and may configure a processing device to perform a desired operation or may independently or collectively command the processing device. The software and / or data may be stored on any type of machine, component, physical device, virtual equipment, computer storage medium, or device, for interpretation by the processing device or for providing instructions or data to the processing device. The software may also be distributed over networked computer systems, and stored or executed in a distributed manner. The software and data may be stored on one or more computer-readable recording media.

[0121] Although the embodiments described above have been described with limited drawings, those skilled in the art will appreciate that various technical modifications and variations can be applied based on the above. For example, appropriate results can still be achieved even if the described techniques are performed in a different order than described, and / or components of the described systems, structures, devices, circuits, etc. are combined or combined in a different manner than described, or are replaced or substituted with other components or equivalents.

[0122] Therefore, other implementations, other embodiments, and equivalents to the claims also fall within the scope of the claims described below.

Claims

1. A step of generating an asset data reinforcement request message requesting reinforcement of asset data; A step of collecting asset data according to information included in an asset data reinforcement request message; and Step of verifying the asset data collected based on crowdsourcing A method for enriching asset data including:

2. In paragraph 1, The step of generating the above asset data reinforcement request message is: Step of receiving asset data standard template information, information related to data collection and information related to data validation; Step of receiving basic data; A step of creating a temporary asset data structure by merging the above asset data standard template information and the above basic data; A step of outputting the temporary asset data structure to determine whether to determine the asset data structure to be reinforced; and If the temporary asset data structure is determined as the asset data structure to be reinforced as a result of the verification, a step of generating the asset data reinforcement request message including information related to the data collection, information related to the data validation, and the asset data structure to be reinforced A method for enriching asset data including:

3. In paragraph 2, Information related to the above data collection is: Search time, which is the time allowed to collect asset data, and A criterion for determining whether the collected asset data is similar to the information to be collected. A method for enriching asset data including:

4. In paragraph 2, Information related to the above data validation is: Validation time, which is the time allowed to verify the validity of collected asset data; The minimum number of validators who verify the validity of the above collected asset data, The minimum number of validation devices that are devices that verify the validity of the above-mentioned collected asset data, and Validity ratio value that serves as a standard for determining validity A method for enriching asset data including:

5. In paragraph 2, The above basic data is, Contains the name or identification information of the asset data to be reinforced A method for enriching asset data.

6. In paragraph 1, The steps of collecting the above asset data are: A step of searching and collecting asset data required from the asset data structure to be reinforced included in the above asset data reinforcement request message; A step of calculating a relevance value of the above collected asset data; If the relevance value of the collected asset data is greater than a preset reference value and the collected asset data is not stored in the asset database, a step of storing the collected asset data in the asset database; and A step of generating a verification proposal requesting verification of the collected data stored in the above asset database. A method for enriching asset data including:

7. In paragraph 6, If the relevance value of the collected asset data is below a preset standard value, the step of discarding the collected asset data A method for enriching asset data that includes more.

8. In paragraph 6, If the collected asset data is stored in the asset database, a step of discarding the collected asset data A method for enriching asset data that includes more.

9. In paragraph 6, The step of searching and collecting the asset data required from the asset data structure to be reinforced included in the asset data reinforcement request message is as follows: Collected during the search time included in the above asset data reinforcement request message A method for enriching asset data.

10. In paragraph 1, The step of verifying the above collected asset data is: A step of checking the information of available validation devices and validators in the validation database; A step of verifying that the minimum number of validation devices and the minimum number of validators included in the above asset data reinforcement request message are satisfied; If the minimum number of the validation devices and the minimum number of the validators are satisfied, a step of requesting verification of the collected asset data by the validation devices and the validators; A step of receiving a verification result verifying the collected asset data from the validation device and the validator; and If the ratio determined to be valid as a result of the verification result above exceeds the valid ratio value, a step of storing the collected asset data as reinforced asset data. A method for enriching asset data including:

11. In paragraph 10, A step of requesting verification of the above collected asset data, The step of receiving the verification result of verifying the collected asset data above is: Performed within the validation time, which is the time allowed to verify the validity of the collected asset data. A method for enriching asset data.

12. A computer-readable recording medium characterized in that a program for executing the method of any one of claims 1 to 11 is recorded thereon.

13. A reinforcement request generation unit that generates an asset data reinforcement request message requesting reinforcement of asset data; A collection unit that collects asset data based on information included in an asset data reinforcement request message; and A verification unit that verifies the asset data collected based on crowdsourcing. A system for enriching asset data including:

14. In paragraph 13, The above reinforcement request generation unit, Receive information on asset data standard templates, information related to data collection, and information related to data validation; Receive basic data, Create a temporary asset data structure by merging the above asset data standard template information and the above basic data, Output the above temporary asset data structure to determine whether it will be used as an asset data structure to be reinforced, If the temporary asset data structure is determined as the asset data structure to be reinforced as a result of the verification, an asset data reinforcement request message is generated that includes information related to the data collection, information related to the data validation, and the asset data structure to be reinforced. A system for enhancing asset data.

15. In paragraph 13, The above collection unit, Search and collect the asset data required from the asset data structure to be reinforced included in the above asset data reinforcement request message, Calculate the relevance value of the above collected asset data, If the relevance value of the collected asset data is greater than a preset reference value and the collected asset data is not stored in the asset database, the collected asset data is stored in the asset database, Generate a verification proposal requesting verification of the collected data stored in the above asset database. A system for enhancing asset data.

16. In paragraph 13, The above verification department, Check the information of available validation devices and validators in the validation database, Verify that the minimum number of validation devices and the minimum number of validators included in the above asset data reinforcement request message are satisfied; If the minimum number of the above validation devices and the minimum number of the above validators are satisfied, the validation of the collected asset data is requested by the above validation devices and the above validators, Receive the verification result of verifying the collected asset data from the above validation device and the above validator, If the ratio determined to be valid as a result of the verification result above exceeds the valid ratio value, the collected asset data is saved as reinforced asset data. A system for enhancing asset data.

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