KR102667108B1 - System and method for enriching asset data - Google Patents

Abstract

The present invention relates to a system and a method for enriching asset data. The method of the present invention may include the steps of: generating an asset data enrichment request message requesting enrichment of asset data; collecting asset data according to information included in the asset data enrichment request message; and verifying the collected asset data based on crowdsourcing.

Description

System and method for enriching asset data {SYSTEM AND METHOD FOR ENRICHING ASSET DATA}

Examples below relate to techniques for enriching asset data to keep it relevant and up-to-date.

Asset data refers to information related to physical assets such as machines, equipment, and infrastructure, and is an essential element in implementing digital transformation and virtual copies of physical assets in a digital environment.

As information systems and interconnected systems proliferate and companies adopt advanced technologies, the amount and type of asset data is rapidly increasing.

Assets and their associated data evolve over time, and data must be continuously enriched to capture changes and updates while maintaining quality and integrity.

Reinforcement of asset data is necessary to solve problems such as inconsistency, incompleteness, and inaccuracy in asset data. The need to enrich asset data arises from the complexity and diversity of assets and related data.

However, it takes a lot of time for domain experts to manually enrich asset data, and automatic methods have difficulty generating new and relevant information.

Therefore, a method for continuously reinforcing asset data is required to keep asset data relevant and in top condition in line with changes in the digital environment.

The purpose of the present invention is to provide a system and method for augmenting asset data.

A method for augmenting asset data according to an embodiment of the present invention includes 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 it may include verifying the collected asset data based on crowdsourcing.

At this time, generating the asset data reinforcement request message includes receiving asset data standard template information, information related to data collection, and information related to data validation; receiving basic data; merging the asset data standard template information and the basic data to create a temporary asset data structure;

Confirming whether to output the temporary asset data structure and determine it as an asset data structure to be reinforced; And when the verification result determines that the temporary asset data structure is the asset data structure to be augmented, generating the asset data augmentation request message including information related to the data collection, information related to the data validation, and the asset data structure to be augmented. It may include steps.

At this time, the information related to the 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.

At this time, the information related to the data validation includes the validation time, which is the time allowed to validate the collected asset data, the minimum number of validators who verify the validity of the collected asset data, and the collected asset data. It may include the minimum number of validation devices, which are devices that verify the effectiveness of , and a validity ratio value that is a standard for determining effectiveness.

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

At this time, the step of collecting the asset data includes searching and collecting asset data required by the asset data structure to be reinforced included in the asset data reinforcement request message; calculating a relevance value of the 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, storing the collected asset data in the asset database; And it may include generating a verification proposal requesting verification of the collected data stored in the asset database.

At this time, the method for reinforcing asset data may further include discarding the collected asset data if the relevance value of the collected asset data is less than or equal to a preset reference value.

At this time, the method for reinforcing asset data may further include discarding the collected asset data if the collected asset data is stored in the asset database.

At this time, the step of searching and collecting asset data required by the asset data structure to be enhanced included in the asset data enhancement request message may be collected during the search time included in the asset data enhancement request message.

At this time, the step of verifying the collected asset data includes checking information on the available validation device and validator in the validation database; confirming whether the minimum number of validation devices and the minimum number of validators included in the asset data augmentation request message are satisfied; requesting verification of the collected asset data from the validation device and the validator if the minimum number of validation devices and the minimum number of validators are satisfied; Receiving a 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 checking the verification result exceeds the valid ratio value, it may include the step of storing the collected asset data as reinforced asset data.

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 are performed within the validation time, which is the time allowed for verifying the validity of the collected asset data. It can be done.

A system for augmenting asset data according to an embodiment of the present invention includes: an augmentation request generator that generates an asset data augmentation request message requesting augmentation of asset data; a collection unit that collects asset data according to the information included in the asset data reinforcement request message; And it may include a verification unit that verifies the collected asset data based on crowdsourcing.

At this time, the reinforcement request generation unit receives asset data standard template information, information related to data collection, and information related to data validation, receives basic data, and merges the asset data standard template information and the basic data to create a temporary asset. Create a data structure, output the temporary asset data structure, check whether to determine whether to be an asset data structure to be reinforced, and if the temporary asset data structure is determined to be an asset data structure to be reinforced as a result of the confirmation, information related to the data collection , it is possible to generate the asset data augmentation request message including information related to the data validation and the asset data structure to be augmented.

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 determines the relevance of the collected asset data. If the value is greater than the preset reference value and the collected asset data is not stored in the asset database, storing the collected asset data in the asset database and requesting verification of the collected data stored in the asset database A verification proposal can be created.

At this time, the verification unit checks the information on the validation devices and validators available in the validation database, and checks whether the minimum number of validation devices and the minimum number of validators included in the asset data augmentation request message are satisfied, , if the minimum number of validation devices and the minimum number of validators are satisfied, request verification of the collected asset data from the validation devices and the validators, and request verification of the collected asset data from the validation devices and the validators. When a verification result of verifying the collected asset data is received, and the ratio determined to be valid as a result of confirmation of the verification result exceeds the valid ratio value, the collected asset data can be stored as reinforced asset data.

The present invention generates an asset data reinforcement request message requesting reinforcement of asset data, collects asset data according to the information included in the asset data reinforcement request message, and verifies the collected asset data based on crowdsourcing to reinforce the asset data. This relates to a system and method for generating asset data, which automates the collection of asset data and verifies the validity of the collected asset data based on crowdsourcing, thereby minimizing the effort to augment the asset data and keeping the asset data relevant. , can be maintained in top condition.

FIG. 1 is a diagram illustrating a schematic configuration of an asset data augmentation system for augmenting asset data according to an embodiment.
Figure 2 is a flowchart illustrating a schematic process of enhancing asset data in an asset data enhancement system according to an embodiment.
Figure 3 is a flowchart illustrating a specific process of generating an asset data enhancement request message in an asset data enhancement system according to an embodiment.
Figure 4 is a flowchart showing a specific process of collecting asset data in an asset data enhancement system according to an embodiment.
Figure 5 is a flowchart illustrating a specific process for verifying asset data collected in an asset data enhancement system according to an embodiment.
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 an embodiment.
FIG. 7 is a diagram illustrating an example of basic data used to generate an asset data enhancement request message in an asset data enhancement system according to an embodiment.
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 an embodiment.
FIG. 9 is a diagram illustrating an example in which only asset data whose relevance exceeds a standard value is left as collected asset data in an asset data reinforcement system according to an embodiment.
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 enhancement system according to an embodiment.
FIG. 11 is a diagram illustrating an example of asset data that has passed verification in an asset data enhancement system according to an embodiment.

Hereinafter, embodiments will be described in detail with reference to the attached drawings. However, various changes can be made to the embodiments, so the scope of the patent application is not limited or limited by these embodiments. It should be understood that all changes, equivalents, or substitutes for the embodiments are included in the scope of rights.

The terms used in the examples are for descriptive 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 designate the presence of features, numbers, steps, operations, components, parts, or combinations thereof described in the specification, but are not intended to indicate the presence of one or more other features. It should be understood that this does not exclude in advance the possibility of the existence or addition of elements, numbers, steps, operations, components, parts, or combinations thereof.

Unless otherwise defined, all terms used herein, including technical or scientific terms, have the same meaning as generally understood by a person of ordinary skill in the technical field to which the embodiments belong. Terms defined in commonly used dictionaries should be interpreted as having a meaning consistent with the meaning in the context of the related technology, and unless explicitly defined in the present application, should not be interpreted in an ideal or excessively formal sense. No.

In addition, when describing with reference to the accompanying drawings, identical components will be assigned the same reference numerals regardless of the reference numerals, and overlapping descriptions thereof will be omitted. In describing the embodiments, if it is determined that detailed descriptions of related known technologies may unnecessarily obscure the gist of the embodiments, the detailed descriptions are omitted.

Additionally, in describing the components of the embodiment, terms such as first, second, A, B, (a), and (b) may be used. These terms are only used to distinguish the component from other components, and the nature, sequence, or order of the component is not limited by the term. When a component is described as being "connected," "coupled," or "connected" to another component, that component may be directly connected or connected to that other component, but there is no need for another component between each component. It should be understood that may be “connected,” “combined,” or “connected.”

Components included in one embodiment and components including common functions will be described using the same names in other embodiments. Unless stated to the contrary, the description given in one embodiment may be applied to other embodiments, and detailed description will be omitted to the extent of overlap.

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

FIG. 1 is a diagram illustrating a schematic configuration of an asset data augmentation system for augmenting asset data according to an embodiment.

Referring to FIG. 1, the asset data enhancement 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.

The communication unit 120 may communicate with an external server where asset data exists in order to collect asset data, and communicate with a validation device and a validator to verify the collected asset data.

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.

The asset database 140 may store asset data.

The validation database 150 may manage a list of validation devices, which are devices that validate the collected asset data, and a list of validators, which are people who validate the collected asset data.

The processor 110 may include an reinforcement request generation unit 111, a collection unit 112, and a verification unit 113.

The reinforcement request generator 111 may generate an asset data reinforcement request message requesting reinforcement of asset data.

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, and merges the asset data standard template information and basic data. Create a temporary asset data structure, output the temporary asset data structure, check whether to determine whether to be the asset data structure to be augmented, and if the temporary asset data structure is determined to be the asset data structure to be augmented as a result of the confirmation, information related to data collection, You can create an asset data enrichment request message that includes information related to data validation and the asset data structure to be enriched.

The collection unit 112 may collect asset data according to the information included in the asset data reinforcement request message.

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 the relevance value of the collected asset data, and If the relevance value is greater than the preset standard value and the collected asset data is not stored in the asset database, save the collected asset data in the asset database and create a verification proposal requesting verification of the collected data stored in the asset database. can do.

The verification unit 113 can verify asset data collected based on crowdsourcing.

More specifically, the verification unit 113 checks the information of available validation devices and validators in the validation database, and satisfies the minimum number of validation devices and the minimum number of validators included in the asset data augmentation request message. If the minimum number of validation devices and the minimum number of validators are met, request verification of asset data collected by validation devices and validators, and verify asset data collected from validation devices and validators. When a verification result is received and the ratio determined to be valid as a result of confirmation of the verification result exceeds the valid ratio value, the collected asset data can be saved as augmented asset data.

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.

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

Figure 2 is a flowchart illustrating a schematic process of enhancing asset data in an asset data enhancement system according to an embodiment.

Referring to FIG. 2, the asset data augmentation system 100 may generate an asset data augmentation request message requesting augmentation of asset data (210). A more detailed description of step 210 will be described later with reference to FIG. 3.

Additionally, the asset data enhancement system 100 may collect asset data according to the information included in the asset data enhancement request message (220). A more detailed description of step 220 will be described later with reference to FIG. 4.

Additionally, the asset data enhancement system 100 can verify asset data collected based on crowdsourcing (230). A more detailed description of step 230 will be described later with reference to FIG. 5.

Figure 3 is a flowchart illustrating a specific process of generating an asset data enhancement request message in an asset data enhancement system according to an embodiment.

Referring to FIG. 3, the asset data enhancement system 100 may receive asset data standard template information, information related to data collection, and information related to data validation (310).

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.

And, information related to data validation includes validation time, which is the time allowed to validate the collected asset data, minimum number of validators who are the people who verify the validity of the collected asset data, and how to verify the validity of the collected asset data. It may include the minimum number of validation devices, which are validating devices, and the effective ratio value that is the standard for determining effectiveness.

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 an embodiment.

Referring to Figure 6, the asset data standard template includes data gathering configuration, data gathering duration, information relevance threshold, and data validation configuration. can do.

At this time, the data validation configuration includes data validation duration, human validator count, machine validator count, and validation quorum threshold. can do.

Returning again to the description of FIG. 3, the asset data enrichment system 100 may receive basic data (320).

At this time, the basic data may include the name or identification information of the asset data to be reinforced. Additionally, basic data may be extracted from asset data that was previously created and managed, or may be received through user (administrator) input.

FIG. 7 is a diagram illustrating an example of basic data used to generate an asset data enhancement request message in an asset data enhancement system according to an embodiment.

Referring to FIG. 7, the basic data of the technical data submodel may include three attributes (manufacturer name (ManufacturerName), manufacturer part number (ManufacturerPartName), and manufacturer website ManufacturerWebsite).

At this time, it can be confirmed that the basic data contains the values of the manufacturer name (ManufacturerName) and the manufacturer part number (ManufacturerPartName), but the value of the manufacturer website (ManufacturerWebsite) contains only the key to be filled in during the enrichment process.

Returning to the description of FIG. 3, the asset data enhancement system 100 may merge asset data standard template information and basic data to create a temporary asset data structure (330).

Additionally, the asset data reinforcement system 100 outputs a temporary asset data structure and can determine whether to determine it as the asset data structure to be reinforced (340). At this time, the decision may be made by providing the asset data structure to be reinforced to the user (administrator), and depending on the user's (administrator) decision, determining the temporary asset data structure as the asset data structure to be reinforced.

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 an embodiment.

Referring to FIG. 8, the structure of asset data to be reinforced may include identification information, technical data, operational data, and document.

Returning to the explanation 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 confirmation in step 340, the asset data reinforcement system 100 may return to step 310 and repeat the series of processes, and repeat. It can be repeated a number of times or within a preset time.

If the temporary asset data structure is determined as the asset data structure to be augmented as a result of the confirmation in step 340, the asset data augmentation system 100 provides asset data including information related to data collection, information related to data validation, and the asset data structure to be augmented. A reinforcement request message may be created (350).

Figure 4 is a flowchart showing a specific process of collecting asset data in an asset data enhancement system according to an embodiment.

Referring to FIG. 4, the asset data augmentation system 100 may search and collect asset data required by the asset data structure to be augmented included in the asset data augmentation request message (410). At this time, the asset data enhancement system 100 may collect asset data during the search time included in the asset data enhancement request message in step 410. In step 410, asset data can be collected in parallel by running multiple instances simultaneously.

And, the asset data enhancement system 100 may calculate the relevance value of the collected asset data (420).

At this time, the relevance value of the collected asset data can be calculated through <Equation 1> below.

[Equation 1]

here, represents the ith query, represents the inverse document frequency of the ith query, represents the term frequency of the query item in document D, b represents the denominator ratio, k1 represents the term frequency saturation variable, is the field length divided by the average field length.

At this time, the larger b, the more amplified the effect of the document length compared to the average length, and the default value can be set to 0.75. And, the default value of k1 can be set to 1.2.

Additionally, the asset data enhancement system 100 may check whether the relevance value of the collected asset data is greater than a preset reference value (430).

If the relevance value of the collected asset data is less than or equal to a preset standard value as a result of confirmation in step 430, the asset data reinforcement system 100 may discard the collected asset data (470).

If the relevance value of the collected asset data is greater than the preset reference value as a result of the confirmation in step 430, the asset data enhancement system 100 may check whether the collected asset data is stored in the asset database (440).

If the collected asset data is stored in the asset database as a result of confirmation in step 440, the asset data reinforcement system 100 may discard the collected asset data (470).

If the collected asset data is not stored in the asset database as a result of confirmation in step 440, the asset data reinforcement system 100 may store the collected asset data in the asset database (450).

FIG. 9 is a diagram illustrating an example in which only asset data whose relevance exceeds a standard value is left as collected asset data in an asset data enhancement system according to an embodiment.

Referring to FIG. 9, the asset data enrichment system 100 may calculate a relevance value of the collected asset data (910).

The asset data enrichment system 100 discards the collected asset data with a relevance value of 0.80 or less included in the asset data standard template 920, and leaves only the collected asset data with a relevance value greater than 0.80 ( 930).

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

FIG. 10 is a diagram illustrating an example of generating a proposal requesting verification to verify asset data collected in an asset data enhancement system according to an embodiment.

Referring to FIG. 10, the asset data enhancement system 100 may generate a verification proposal 1020, which is a proposal requesting verification in order to verify the collected asset data 1010.

Figure 5 is a flowchart illustrating a specific process for verifying asset data collected in an asset data enhancement system according to an embodiment.

Referring to FIG. 5, the asset data enhancement system 100 may check information on available validation devices and validators in the validation database (510).

Additionally, the asset data enhancement system 100 may check whether the minimum number of validation devices and the minimum number of validators included in the asset data enhancement request message are satisfied.

If the verification result of step 520 satisfies the minimum number of validation devices and the minimum number of validators included in the asset data enhancement request message, the asset data enhancement system 100 verifies the asset data collected by the validation devices and validators. You can request (530).

Additionally, the asset data enhancement system 100 may receive a verification result of verifying the asset data collected from the validation device and the validator (540).

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

And, the asset data reinforcement system 100 can check whether the collected asset data is valid using the received verification result (550). In step 550, the asset data reinforcement system 100 may integrate the verification results and determine that the collected asset data has passed the validity verification if the ratio of the results determined to be valid exceeds the validity ratio value.

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

If, as a result of the confirmation in step 560, the preset number of repetitions has not been reached, the asset data reinforcement system 100 may return to step 510 and repeatedly perform the subsequent series of processes.

If the preset number of repetitions has been reached as a result of confirmation in step 560, the asset data enhancement system 100 can end the algorithm.

On the other hand, if the confirmation result in step 520 does not satisfy the minimum number of validation devices and the minimum number of validators included in the asset data enhancement request message, the asset data enhancement system 100 determines that it is not ready for validation. , this algorithm can be terminated. Alternatively, step 520 may be repeated at regular time intervals until validation is ready.

As a result of the confirmation in step 550, if the collected asset data has passed the validity verification, the asset data augmentation system 100 may store the collected asset data as augmented asset data in the asset database (570).

FIG. 11 is a diagram illustrating an example of asset data that has passed verification in an asset data enhancement system according to an embodiment.

Referring to FIG. 11, looking at the asset data 1110 that passed verification, it can be seen that information about the manufacturer's website that needed reinforcement in FIG. 7 has been reinforced.

The method according to the embodiment may be implemented in the form of program instructions that can be executed through various computer means and recorded on a computer-readable medium. The computer-readable medium may store program instructions, data files, data structures, etc., singly or in combination. Program instructions recorded on the medium may be specially designed and configured for the embodiment or may be known and available to those skilled in the art of computer software. Examples of computer-readable recording media include magnetic media such as hard disks, floppy disks, and magnetic tapes, optical media such as CD-ROMs and DVDs, and magnetic media such as floptical disks. -Includes optical media (magneto-optical media) and hardware devices specifically configured to store and execute program instructions, such as ROM, RAM, flash memory, etc. Examples of program instructions include machine language code, such as that produced by a compiler, as well as high-level language code 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 embodiments, and vice versa.

Software may include a computer program, code, instructions, or a combination of one or more of these, which may configure a processing unit to operate as desired, or may be processed independently or collectively. You can command the device. Software and/or data may be used on any type of machine, component, physical device, virtual equipment, computer storage medium or device to be interpreted by or to provide instructions or data to a processing device. , can be saved. Software may be distributed over networked computer systems and stored or executed in a distributed manner. Software and data may be stored on one or more computer-readable recording media.

Although the embodiments have been described with limited drawings as described above, those skilled in the art can apply various technical modifications and variations based on the above. For example, the described techniques are performed in a different order than the described method, and/or components of the described system, structure, device, circuit, etc. are combined or combined in a different form than the described method, or other components are used. Alternatively, appropriate results may be achieved even if substituted or substituted by an equivalent.

Therefore, other implementations, other embodiments, and equivalents of the claims also fall within the scope of the following claims.

100: Asset data enrichment system
110: processor
111: Reinforcement request generation unit
112: Collection department
113: verification unit
120: Department of Communications
130: Interface unit
140: Asset database
150: Validation database

Claims (16)

In a method for enriching asset data performed by a processor,
Generating an asset data enrichment request message requesting enrichment 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
Including,
The step of generating the asset data reinforcement request message is,
Receiving asset data standard template information, information related to data collection, and information related to data validation;
receiving basic data;
Merging the asset data standard template information and the basic data to create a temporary asset data structure;
Confirming whether to output the temporary asset data structure and determine it as an asset data structure to be reinforced; and
As a result of the confirmation, if the temporary asset data structure is determined to be an asset data structure to be augmented, generating the asset data augmentation request message including information related to the data collection, information related to the data validation, and the asset data structure to be augmented. step
Including,
The basic data is,
Containing the name or identification information of the asset data you wish to reinforce
Methods for enriching asset data.
delete According to paragraph 1,
Information related to the above data collection,
retrieval time, which is the time allowed to collect asset data; and
A standard value to determine whether the collected asset data is similar to the information you wish to collect.
A method for enriching asset data containing.
According to paragraph 1,
Information related to the above data validation,
validation time, which is the time allowed to validate the collected asset data;
Minimum number of validators, persons who verify the validity of said collected asset data;
A minimum number of validation devices, which are devices that verify the validity of the collected asset data, and
Effective ratio value that serves as the standard for judging validity
A method for enriching asset data containing.
delete According to paragraph 1,
The step of collecting the asset data is,
Searching and collecting asset data required by the asset data structure to be reinforced included in the asset data reinforcement request message;
calculating a relevance value of the collected asset data in consideration of the frequency of the 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, storing the collected asset data in the asset database; and
Creating a verification proposal requesting verification of the collected data stored in the asset database
A method for enriching asset data containing.
According to clause 6,
If the relevance value of the collected asset data is less than or equal to a preset standard value, discarding the collected asset data.
A method for enriching asset data further comprising:
According to clause 6,
If the collected asset data is stored in the asset database, discarding the collected asset data
A method for enriching asset data further comprising:
According to clause 6,
The step of searching and collecting asset data required by the asset data structure to be reinforced included in the asset data reinforcement request message,
Collected during the search time included in the asset data augmentation request message
Methods for enriching asset data.
According to paragraph 1,
The step of verifying the collected asset data is,
Checking available validation device and validator information in a validation database;
confirming whether the minimum number of validation devices and the minimum number of validators included in the asset data augmentation request message are satisfied;
requesting verification of the collected asset data from the validation device and the validator if the minimum number of validation devices and the minimum number of validators are satisfied;
Receiving a 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 checking the verification result exceeds the effective ratio value, storing the collected asset data as reinforced asset data.
A method for enriching asset data containing.
According to clause 10,
requesting verification of the collected asset data;
The step of receiving the verification result of verifying the collected asset data is,
Performed within the validation time, which is the time allowed for validating the collected asset data.
Methods for enriching asset data.
A computer-readable recording medium, characterized in that a program for executing the method of any one of claims 1, 3, 4, and 6 to 11 is recorded thereon.
an enhancement request generator that generates an asset data enhancement request message requesting enhancement of asset data;
a collection unit that collects asset data according to the information included in the asset data reinforcement request message; and
Verification unit that verifies the collected asset data based on crowdsourcing
Including,
The reinforcement request generation unit,
Receive asset data standard template information, information related to data collection, and information related to data validation;
receive basic data,
Merge the asset data standard template information and the basic data to create a temporary asset data structure,
Check whether to output the temporary asset data structure and determine whether it will be an asset data structure to be reinforced,
As a result of the confirmation, if the temporary asset data structure is determined to be an asset data structure to be augmented, generate the asset data augmentation request message including information related to the data collection, information related to the data validation, and the asset data structure to be augmented; ,
The basic data is,
Containing the name or identification information of the asset data you wish to reinforce
A system for enriching asset data.
delete According to clause 13,
The collection department,
Search and collect asset data required by the asset data structure to be reinforced included in the asset data reinforcement request message,
Calculate a relevance value of the collected asset data considering the frequency of the 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, storing the collected asset data in the asset database,
Generating a verification proposal requesting verification of the collected data stored in the asset database
A system for enriching asset data.
According to clause 13,
The verification department,
Check the available validation device and validator information in the validation database,
Verify that the minimum number of validation devices and the minimum number of validators included in the asset data augmentation request message are satisfied,
If the minimum number of validation devices and the minimum number of validators are satisfied, request verification of the collected asset data from the validation devices and the validator,
Receiving a verification result of verifying the collected asset data from the validation device and the validator,
If the ratio determined to be valid as a result of the verification results exceeds the effective ratio value, the collected asset data is saved as reinforced asset data.
A system for enriching asset data.

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