KR102304647B1 - Inspection work management device that enables efficient allocation of inspection work of electronic record and operating method thereof - Google Patents

Abstract

Disclosed are an inspection task management apparatus capable of efficiently allocating inspection tasks for electronic records and an operating method thereof. In the present invention, in allocating to a plurality of inspectors the task of inspecting whether an electronic record is prepared according to a predetermined record preparation format, the inspection ability value based on the age information, career information and salary information of each of the plurality of inspectors It is about an inspection task management device and its operation method for calculating and allocating the inspection amount to each inspector by calculating the inspection quantity based on the inspection capability value.

Description

Inspection task management device capable of efficient allocation of inspection tasks for electronic records, and method of operation thereof

The present invention relates to an apparatus for managing inspection tasks capable of efficiently allocating inspection tasks for electronic records and an operating method thereof.

Electronic records refer to all records created, distributed, and managed in electronic format using computer systems by each institution, such as the government or corporation, and serve as evidence to understand the operation policies of each institution.

These electronic records serve as a means for performing work in each institution, as data for the successors of each institution to understand their work, and may have historical significance, so the management of electronic records is very important. .

In order to prepare these electronic records to be searched for and utilized as important data in the future, each institution will need to systematically manage the vast amount of electronic records stored in the archive. You will have to manage it so that it is written based on the record writing format.

However, the inspection task to confirm that the electronic records are prepared based on the record preparation format set by each institution must be performed with the human eye, and the amount of electronic records continues to increase over time, so the inspection of electronic records It is necessary to come up with a plan to efficiently perform work within a short time.

In this regard, in order to efficiently perform the inspection tasks for electronic records within a short time, the inspectors should be assigned an appropriate amount of work according to the inspection ability of each inspector.

Therefore, there is a need for research on inspection management technology that supports the fast and efficient processing of inspection tasks for electronic records by appropriately allocating inspection tasks for electronic records according to the work capabilities of inspectors.

In the inspection task management apparatus and the method of operation thereof according to the present invention, in allocating to a plurality of inspectors the task of inspecting whether an electronic record is prepared according to a predetermined record preparation format, age information, career information of each of the plurality of inspectors By calculating the inspection capability value based on information and salary information, calculating the inspection quantity based on the inspection capacity value, and assigning the same amount of work to each inspector, the inspection task for electronic records will be carried out quickly and efficiently We want to support you so that

The inspection task management apparatus for allocating to inspectors the task of inspecting whether an electronic record is prepared according to a predetermined record preparation format according to an embodiment of the present invention is an inspection target for a plurality of electronic records predetermined An electronic record file storage unit in which a plurality of electronic record files are stored, an inspector information storage unit in which age information, career information and salary information for each of the plurality of inspectors are stored, with reference to the inspector information storage unit, the plurality of For each inspector of The second numerical value is calculated by applying the reciprocal of the value divided by the experience according to the career information of each inspector as an input to the hyperbolic tangent function, and the reciprocal of the value obtained by dividing the predetermined standard salary by the salary according to the salary information of each inspector A numerical value calculation unit for calculating a third numerical value by applying as an input to the hyperbolic tangent function, the first numerical value, the second numerical value and the third numerical value for each of the plurality of inspectors are calculated, Euclidean norm ( Euclidean norm calculating unit for calculating Euclidean norm), when the Euclidean norm for the three-dimensional feature vector corresponding to each of the plurality of inspectors is calculated, the inspection capability value for each of the plurality of inspectors corresponds to each inspector When the inspection ability numerical value calculation unit that calculates to have a positive correlation with the calculated Euclidean norm, and the inspection ability value for each of the plurality of inspectors is calculated, by summing all Total number of inspection capabilities for inspectors of After calculating the value, the inspection task allocation ratio calculation unit that calculates the ratio of the inspection ability value of each of the plurality of inspectors to the total inspection capacity value as the inspection task allocation ratio of each inspector, the electronic record file storage unit Count the first number, which is the number of a plurality of electronic record files, and calculate the value obtained by multiplying the first number by the inspection task allocation ratio of each of the plurality of inspectors as the inspection amount for each of the plurality of inspectors For the calculation unit and the plurality of inspectors, after extracting and allocating an electronic record file equal to the amount of inspection for each inspector from the plurality of electronic record files so as not to overlap, each inspector terminal held by the plurality of inspectors and a transmission unit for transmitting a task instruction message instructing to perform an inspection task for the assigned electronic record files while transmitting the assigned electronic record files for each inspector.

In addition, the operation method of the inspection task management apparatus for allocating to inspectors the task of inspecting whether electronic records are prepared according to a predetermined record preparation format according to an embodiment of the present invention includes a plurality of predetermined objects to be inspected. Maintaining an electronic records file storage in which a plurality of electronic records files for electronic records are stored, maintaining an inspector information storage in which age information, career information and salary information for each of the plurality of inspectors are stored , with reference to the inspector information storage unit, for each of the plurality of inspectors, a value obtained by dividing a predetermined reference age by the age according to the age information of each inspector is applied to the hyperbolic tangent function to calculate a first numerical value, and , calculates a second numerical value by applying the reciprocal of a value obtained by dividing a predetermined reference career by a career according to the career information of each inspector as an input to the hyperbolic tangent function, and a predetermined reference salary according to the salary information of each inspector calculating a third numerical value by applying the reciprocal of a value divided by When calculated, for each of the plurality of inspectors, a three-dimensional characteristic vector is generated having the first numerical value, the second numerical value, and the third numerical value as components, and then the three-dimensional characteristic vector is The step of calculating the Euclidean norm, when the Euclidean norm for the three-dimensional characteristic vector corresponding to each of the plurality of inspectors is calculated, the number of inspection capability for each of the plurality of inspectors is calculated corresponding to each inspector Calculating to have a positive correlation with the Euclidean norm, when the number of inspection ability for each of the plurality of inspectors is calculated, by summing all the inspection capacity values for each inspector, the entire inspection of the plurality of inspectors After calculating the ability value, each of the plurality of inspectors for the overall inspection ability value Calculating the ratio of the inspection capability value of each inspector to the inspection task allocation ratio, counting the first number that is the number of the plurality of electronic records files with reference to the electronic records file storage unit, and the plurality of the first number Calculating the value multiplied by the inspection task allocation rate of each of the inspectors as the inspection amount for each of the plurality of inspectors and for the plurality of inspectors, the inspection amount for each inspector from the plurality of electronic record files After extracting and allocating as many electronic records files as not to be duplicated, while transmitting the electronic records files allocated for each inspector to each inspector terminal possessed by the plurality of inspectors, the inspection task for the allocated electronic records files It includes the step of transmitting a task instruction message instructing to perform.

In the inspection task management apparatus and the method of operation thereof according to the present invention, in allocating to a plurality of inspectors the task of inspecting whether an electronic record is prepared according to a predetermined record preparation format, age information, career information of each of the plurality of inspectors By calculating the inspection capability value based on information and salary information, calculating the inspection quantity based on the inspection capacity value, and assigning the same amount of work to each inspector, the inspection task for electronic records will be carried out quickly and efficiently can support you to

1 is a view showing the structure of the inspection task management apparatus according to an embodiment of the present invention.
Figure 2 is a flowchart illustrating a method of operation of the inspection task management apparatus according to an embodiment of the present invention.

Hereinafter, embodiments according to the present invention will be described in detail with reference to the accompanying drawings. These descriptions are not intended to limit the present invention to specific embodiments, and should be understood to include all modifications, equivalents, and substitutes included in the spirit and scope of the present invention. While describing each drawing, like reference numerals are used for similar components, and unless otherwise defined, all terms used in this specification, including technical or scientific terms, refer to those of ordinary skill in the art to which the present invention belongs. It has the same meaning as is commonly understood by those who have it.

In this document, when a part "includes" a certain component, it means that other components may be further included, rather than excluding other components, unless otherwise stated. In addition, in various embodiments of the present invention, each of the components, functional blocks or means may be composed of one or more sub-components, and the electrical, electronic, and mechanical functions performed by each component are electronic. A circuit, an integrated circuit, an ASIC (Application Specific Integrated Circuit), etc. may be implemented with various well-known devices or mechanical elements, and may be implemented separately or two or more may be integrated into one.

On the other hand, the blocks in the accompanying block diagram or steps in the flowchart are computer program instructions that are loaded in a processor or memory of equipment capable of data processing, such as a general-purpose computer, a special-purpose computer, a portable notebook computer, and a network computer, and perform specified functions. can be interpreted as meaning Since these computer program instructions may be stored in a memory provided in a computer device or in a memory readable by a computer, the functions described in the blocks of the block diagrams or the steps of the flowcharts are produced as articles of manufacture containing instruction means for performing the same. could be In addition, each block or each step may represent a module, segment, or portion of code comprising one or more executable instructions for executing the specified logical function(s). It should also be noted that, in some alternative embodiments, it is also possible for the functions recited in blocks or steps to be executed out of the prescribed order. For example, two blocks or steps shown one after another may be performed substantially simultaneously or in the reverse order, and in some cases, some blocks or steps may be omitted.

1 is a view showing the structure of the inspection task management apparatus according to an embodiment of the present invention.

The inspection task management apparatus 110 according to an embodiment of the present invention is a device for allocating the task of inspecting whether electronic records are prepared according to a predetermined record preparation format to inspectors, and the electronic records file storage unit 111 , inspector information storage unit 112, numerical value calculation unit 113, Euclidean norm calculation unit 114, inspection ability numerical calculation unit 115, inspection task allocation ratio calculation unit 116, inspection amount calculation unit 117 and a transmission unit 118 .

The electronic record file storage unit 111 stores a plurality of electronic record files for a plurality of electronic records that are predetermined to be an inspection target.

The inspector information storage unit 112 stores age information, career information, and salary information for each of the plurality of inspectors.

For example, information may be stored in the inspector information storage unit 112 as shown in Table 1 below.

checker age (years) Experience (years) Salary (10,000 won/month) Inspector 1 27 7 330 checker 2 30 10 350 checker 3 33 3 230 checker 4 36 5 300 checker 5 39 5 270 checker 6 42 One 200

Numerical value calculation unit 113 refers to the inspector information storage unit 112, for each of the plurality of inspectors, a value obtained by dividing a predetermined reference age by the age according to the age information of each inspector is a hyperbolic tangent function (hyperbolic) tangent functions) as an input to calculate a first numerical value, and by applying the reciprocal of a value obtained by dividing a predetermined reference career by a career according to the career information of each inspector as an input to the hyperbolic tangent function, a second numerical value is calculated and calculates a third numerical value by applying the reciprocal of a value obtained by dividing a predetermined standard salary by the salary according to the salary information of each inspector as an input to the hyperbolic tangent function.

Here, the hyperbolic tangent function is one of hyperbolic functions defined using an exponential function, a function that can be generated by dividing a hyperbolic sine function by a hyperbolic cosine function, and is a function calculated based on Equation 1 below.

When the first numerical value, the second numerical value, and the third numerical value for each of the plurality of examiners are calculated, the Euclidean norm operation unit 114 calculates the first numerical value for each of the plurality of examiners , a three-dimensional feature vector having the second numerical value and the third numerical value as components is generated, and then a Euclidean norm is calculated on the three-dimensional feature vector.

Here, the Euclidean norm refers to the size of a vector when any one vector exists in an n-dimensional Euclidean space, and may be calculated according to Equation 2 below.

In Equation 2, Euclidean norm, , denotes the i-th component included in the n-dimensional feature vector.

When the Euclidean norm for the three-dimensional characteristic vector corresponding to each of the plurality of inspectors is calculated, the inspection ability numerical calculation unit 115 calculates the inspection ability value for each of the plurality of inspectors, corresponding to each inspector It is calculated to have a positive correlation with the calculated Euclidean norm.

At this time, according to an embodiment of the present invention, when the Euclidean norm for the three-dimensional characteristic vector corresponding to each of the plurality of inspectors is calculated, the inspection capability numerical calculation unit 115 calculates each of the plurality of inspectors It can be calculated according to the following Equation 3 to have a positive correlation with the Euclidean norm calculated in response to each inspector.

Here, C means the test capability value, and n means the calculated Euclidean norm.

In this way, when the number of inspection capability for each of the plurality of inspectors is calculated, the inspection task allocation ratio calculation unit 116 sums up all the inspection capacity values for each inspector, so that the total inspection capacity value for the plurality of inspectors is calculated. After calculating the ratio of the number of inspection capability of each of the plurality of inspectors to the total inspection capacity value is calculated as the inspection task allocation ratio of each inspector.

The inspection amount calculation unit 117 counts the first number that is the number of the plurality of electronic records files with reference to the electronic records file storage unit 111, and assigns the inspection tasks of each of the plurality of inspectors to the first number The value multiplied by the ratio is calculated as the amount of inspection for each of the plurality of inspectors.

At this time, according to an embodiment of the present invention, the inspection amount calculation unit 117 is configured to specifically determine the inspection amount for each inspector when the inspection amount for each of the plurality of inspectors is calculated to have a decimal point As such, it may include a temporary inspection amount calculating unit 119 and an inspection amount determining unit 120 .

Temporary inspection amount calculation unit 119, when the first calculation value obtained by multiplying the first number by the inspection task allocation ratio of each of the plurality of inspectors is calculated to have a decimal point, the number of decimal places of the first calculation value Calculate the rounded value as the temporary inspection amount for each of the plurality of inspectors.

Inspection amount determining unit 120 when the temporary inspection amount for each of the plurality of inspectors is calculated, by summing all the temporary inspection quantity for each inspector, the second number that is the total amount of temporary inspection for the plurality of inspectors When it is confirmed that the second number exceeds the first number after calculating If the amount of inspection is reduced by one in the order of the number of temporary inspections calculated for each inspector, and it is confirmed that the second number is less than the first number, the total temporary inspection amount for the plurality of inspectors is the first number By increasing the temporary inspection quantity for each of the plurality of inspectors one by one in the decreasing order of the temporary inspection quantity calculated for each inspector, the inspection quantity for each of the plurality of inspectors is finally determined.

The transmission unit 118 extracts and allocates an electronic record file equal to the amount of inspection for each inspector from the plurality of electronic record files to the plurality of inspectors so as not to be duplicated, and the plurality of inspectors retains While transmitting the electronic records files allocated for each inspector to the inspector terminals 131, 132, 133, 134, 135, 136, respectively, a task instruction message instructing to perform the inspection task for the allocated electronic records files to send

At this time, according to an embodiment of the present invention, the electronic record file allocated for each inspector to each inspector terminal (131, 132, 133, 134, 135, 136) of the plurality of inspectors from the inspection task management device 110 When the work instruction message is received, each of the plurality of inspectors opens the assigned electronic records files one by one through the inspector terminal held by each inspector, and then the opened electronic records are prepared according to a predetermined record writing format. You can perform the task of checking whether it has been written.

Hereinafter, the operation of the inspection task management device 110 will be described in detail as an example.

First, assuming that the reference age is '40 (years)', the reference career is '5 (years)', and the reference salary is '300 (10,000 won/month)', the numerical value calculator 113 is With reference to the inspector information storage unit 112 such as 1, for each of the plurality of inspectors, the value obtained by dividing '40 (years)' by the age according to the age information of each inspector is hyperbolic as in Equation 1 above The first numerical value can be calculated by applying it as an input to the tangent function, and the reciprocal of the value obtained by dividing '5 (years)' by the career information according to each inspector's career information is applied to the hyperbolic tangent function as in Equation 1 above. By applying as an input, a second numerical value can be calculated, and the reciprocal of the value obtained by dividing '300 (10,000 won/month)' by the salary according to each inspector's salary information is input to the hyperbolic tangent function as in Equation 1 above. By applying , a third numerical value can be calculated.

That is, the numerical value calculation unit 113 refers to the inspector information storage unit 112 as shown in Table 1 above, and the plurality of inspectors 'Inspector 1', 'Inspector 2', 'Inspector 3', and 'Inspector 4' , the first numerical value, the second numerical value, and the third numerical value for each of 'examiner 5' and 'examiner 6' may be calculated as shown in Table 2 below.

checker first numerical value second numerical value third numerical value Inspector 1 0.901745 0.885352 0.800499 checker 2 0.870062 0.964028 0.823201 checker 3 0.837315 0.53705 0.644987 checker 4 0.804455 0.761594 0.761594 checker 5 0.772154 0.761594 0.716298 checker 6 0.740859 0.197375 0.582783

The Euclidean norm operation unit 114 is the first numerical value and the second numerical value for each of 'examiner 1', 'examiner 2', 'examiner 3', 'examiner 4', 'examiner 5' and 'examiner 6' And when the third numerical value is calculated as shown in Table 2 above, as shown in Table 3 below, 'Inspector 1', 'Inspector 2', 'Inspector 3', 'Inspector 4', 'Inspector 5' and 'Inspector 6' ' For each, after generating a three-dimensional feature vector having the first numerical value, the second numerical value, and the third numerical value as a component, the three-dimensional feature vector is obtained according to Equation 2 above. Euclidean norm can be computed.

checker 3D feature vector Euclidean gambling Inspector 1 [0.901745 0.885352 0.800499] 1.495925 checker 2 [0.870062 0.964028 0.823201] 1.537536 checker 3 [0.837315 0.53705 0.644987] 1.185549 checker 4 [0.804455 0.761594 0.761594] 1.344321 checker 5 [0.772154 0.761594 0.716298] 1.299742 checker 6 [0.740859 0.197375 0.582783] 0.96305

In this way, the Euclidean norm for the three-dimensional feature vector corresponding to each of 'examiner 1', 'examiner 2', 'examiner 3', 'examiner 4', 'examiner 5' and 'examiner 6' is shown in Table 3 above. When calculated as, the inspection capability numerical calculation unit 115 is 'Inspector 1', 'Inspector 2', 'Inspector 3', 'Inspector 4', 'Inspector 5' and 'Inspector 6', respectively, as shown in Table 4 below. It is possible to calculate the inspection ability value for , according to Equation 3 above to have a positive correlation with the Euclidean norm calculated in response to each inspector.

And, the inspection task allocation ratio calculation unit 116 is the plurality of inspectors 'Inspector 1', 'Inspector 2', 'Inspector 3', 'Inspector 4', 'Inspector 5' and 'Inspector 6', respectively. When the ability value is calculated as shown in Table 4 below, by summing all the inspection ability values for each inspector, 'Inspector 1', 'Inspector 2', 'Inspector 3', 'Inspector 4', 'Inspector 5' and ' 'Inspector 1', 'Inspector 2', 'Inspector 3', 'Inspector 4', 'Inspector 5' and 'Inspector 6' respectively The ratio of the number of inspection capability of each inspector can be calculated as the ratio of the inspection task allocation of each inspector as shown in Table 4 below.

Specifically, as shown in Table 4 below, if the overall inspection ability value is '4.708739' and the inspection ability value of 'examiner 1' is '0.816966', the inspection task allocation ratio calculation unit 116 for '4.708739' '0.1735', which is the ratio of '0.816966', can be calculated as the inspection task allocation ratio of 'Inspector 1'.

checker inspection ability level Inspection task allocation ratio Inspector 1 0.816966 0.1735 checker 2 0.823106 0.174804 checker 3 0.765944 0.162664 checker 4 0.7932 0.168453 checker 5 0.785792 0.166879 checker 6 0.723732 0.1537 synthesis 4.708739 One

At this time, assuming that the number of the plurality of electronic records files stored in the electronic records file storage unit 111 is '3000', the inspection amount calculating unit 117 refers to the electronic records file storage unit 111 and refers to the plurality of electronic records files. '3000' can be counted as the number of electronic record files of The value multiplied by the inspection task allocation ratio of 'Inspector 1', 'Inspector 2', 'Inspector 3', 'Inspector 4', 'Inspector 5' and 'Inspector 6' can be calculated as the amount of inspection each.

If, as shown in Table 5 below, 'Inspector 1', 'Inspector 2', 'Inspector 3', 'Inspector 4', 'Inspector 5' and 'Inspector 6' in '3000', which is the number of the plurality of electronic record files, are If the first calculation value multiplied by each inspection task allocation ratio has been calculated to have a decimal point, the temporary inspection amount calculation unit 119 returns the value obtained by rounding the number of decimal places of the first calculation value to 'Inspector 1', ' Inspector 2', 'Inspector 3', 'Inspector 4', 'Inspector 5', and 'Inspector 6' can be calculated as the amount of temporary inspection, respectively.

checker first calculated value temporary inspection Inspector 1 520.4997 520 checker 2 524.4118 524 checker 3 487.9931 488 checker 4 505.3579 505 checker 5 500.6382 501 checker 6 461.0992 461

In this way, if the temporary inspection amount for each of 'Inspector 1', 'Inspector 2', 'Inspector 3', 'Inspector 4', 'Inspector 5' and 'Inspector 6' is calculated as shown in Table 5 above, the amount of inspection is determined The unit 120 may calculate '2999' as the total amount of temporary inspection for the plurality of inspectors by summing all the temporary inspection quantities for each inspector.

After that, the inspection amount determining unit 120 confirms that '2999', which is the total amount of temporary inspection for the plurality of inspectors, is less than '3000', which is the number of the plurality of electronic record files, so that the plurality of inspectors 'Inspector 6', 'Inspector 3', 'In the order of the temporary inspection quantity calculated for each inspector, the temporary inspection quantity for each of the plurality of inspectors is lower than the temporary inspection quantity for each inspector until the total temporary inspection quantity for the By increasing by one in the order of 'Inspector 5', 'Inspector 4', 'Inspector 1', 'Inspector 2', 'Inspector 1', 'Inspector 2', 'Inspector 3', 'Inspector 4', 'Inspector 5' and The amount of inspection for each 'Inspector 6' can be finally determined.

That is, the inspection amount determining unit 120 has to allocate more inspection quantity of '1' in order for the total temporary inspection quantity ('2999') for the plurality of inspectors to match '3000', so for each inspector 'Inspector 1', 'Inspector 2', 'Inspector 1', 'Inspector 2', 'Inspector 3', 'Inspector 4', ' The amount of inspection for each of Inspector 5' and 'Inspector 6' can be finally determined as '520', '524', '488', '505', '501', and '462'.

In this way, when the amount of inspection for each of 'examiner 1', 'examiner 2', 'examiner 3', 'examiner 4', 'examiner 5' and 'examiner 6' is calculated, the transmission unit 118 transmits the plurality of inspectors Among them, for 'examiner 1', after extracting and allocating '520' electronic record files from the plurality of electronic record files, 'examiner 1' to the inspector terminal 131 possessed by 'examiner 1' for 'examiner 1' While transmitting the assigned electronic record files, it is possible to transmit a task instruction message instructing to perform inspection tasks for the assigned electronic record files.

In the same way, the transmission unit 118 sends '524' pieces from the plurality of electronic record files for each of 'Inspector 2', 'Inspector 3', 'Inspector 4', 'Inspector 5' and 'Inspector 6'. , '488', '505', '501', '462' electronic record files are extracted and allocated so that they do not overlap with each other, and the inspector terminal 132 held by 'Inspector 2', 'Inspector 3' The inspector terminal 133 possessed by ', the inspector terminal 134 possessed by 'Inspector 4', the inspector terminal 135 possessed by the 'Inspector 5', and the inspector terminal 136 possessed by the 'Inspector 6' respectively. While transmitting the assigned electronic record files for each inspector, it is possible to transmit a task instruction message instructing to perform the inspection task for the assigned electronic record files.

At this time, the electronic record files and the task instruction message assigned for each inspector to each inspector terminal (131, 132, 133, 134, 135, 136) of the plurality of inspectors from the inspection task management device 110 When the message is received, the Among the plurality of inspectors, 'Inspector 1' opens '520' electronic record files one by one through the inspector terminal 131 of 'Inspector 1', and then inspects whether the opened electronic records are written according to a predetermined record writing format. 'Inspector 2' opens '524' electronic record files one by one through the inspector terminal 132 of 'Inspector 2', and then the opened electronic records are written according to a predetermined record writing format 'Inspector 3' opens '488' electronic record files one by one through the inspector terminal 133 of 'Inspector 3' You can perform the task of checking whether it is written in accordance with the Similarly, 'Inspector 4' opens '505' electronic record files one by one through the inspector terminal 134 of 'Inspector 4', and then inspects whether the opened electronic records are prepared according to a predetermined record writing format. 'Inspector 5' opens '501' electronic record files one by one through the inspector terminal 135 of 'Inspector 5', and then inspects whether the opened electronic records are written according to a predetermined record writing format 'Inspector 6' opens '462' electronic record files one by one through the inspector terminal 136 of 'Inspector 6', and then the opened electronic records are written according to a predetermined record writing format You can perform the task of checking whether

According to an embodiment of the present invention, the inspection task management device 110 is a transmission request unit 121, inspection completion rate calculation unit 122 and inspection in a configuration to increase the efficiency of work by encouraging inspectors with slow work speed It may further include an encouragement message transmitter 123 .

Transmission request unit 121 after the task instruction message is transmitted to each of the inspector terminals 131, 132, 133, 134, 135, 136 of the plurality of inspectors, an intermediate check from the time the task instruction message is transmitted When the preset period for elapses, the plurality of inspectors of the inspector terminals (131, 132, 133, 134, 135, 136) each request to transmit the electronic record file inspection is completed.

At this time, according to an embodiment of the present invention, each of the inspector terminals 131 , 132 , 133 , 134 , 135 , 136 of the plurality of inspectors requests the transmission of the electronic record file that has been inspected from the inspection task management device 110 . When this is received, it is possible to transmit the electronic record file that has been inspected among the electronic record files assigned to each inspector to the inspection task management device 110 .

The inspection completion rate calculation unit 122 is an electronic record file inspected by each inspector from each of the inspector terminals 131, 132, 133, 134, 135, 136 of the plurality of inspectors. When the inspection completion files are received, the For each of a plurality of inspectors, counting the number of inspection completion files received from the inspector terminal of each inspector, and calculating the ratio of the number of inspection completion files to the inspection amount of each inspector as the inspection completion rate, the Calculate the inspection completion rate for each of the plurality of inspectors.

The inspection encouragement message transmission unit 123 calculates the average value of the inspection completion rate for the plurality of inspectors based on the inspection completion rate for each of the plurality of inspectors, and then the average value among the plurality of inspectors Extracts at least one first inspector having the following inspection completion ratio, and transmits an inspection encouragement message instructing to perform a quick inspection task to the inspector terminal of the at least one first inspector.

Hereinafter, the operations of the transmission request unit 121, the inspection completion rate calculating unit 122 and the inspection encouragement message transmission unit 123 according to the above-described example will be described in detail as an example.

First, assuming that the preset period for the intermediate inspection is '3 days', the transmission request unit 121 directs the work to each of the inspector terminals 131, 132, 133, 134, 135, 136 of the plurality of inspectors. After the message is transmitted, when '3 days' elapses from the time the work instruction message is transmitted, the electronic inspection is completed to each of the inspector terminals 131, 132, 133, 134, 135, 136 of the plurality of inspectors. You can request to send the records file.

At this time, each of the inspector terminals 131 , 132 , 133 , 134 , 135 , 136 of the plurality of inspectors receives a request for transmission of the electronic record file that has been inspected from the inspection task management device 110 , it is assigned to each inspector It is possible to transmit an electronic record file that has been inspected among the electronic record files to the inspection task management device 110 .

If, '390' inspection completion files were received from the inspector terminal 131 of 'Inspector 1' as the electronic record file inspection was completed, and '410' inspection completion files were received from the inspector terminal 132 of 'Inspector 2' Received, '148' inspection completion files were received from the inspector terminal 133 of 'Inspector 3', '160' inspection completion files were received from the inspector terminal 134 of 'Inspector 4', and 'Inspector 5' Assuming that '420' inspection completion files have been received from the inspector terminal 135 of ', and '375' inspection completion files have been received from the inspector terminal 136 of 'examiner 6', inspection completion rate calculation unit 122 ) for each of 'Inspector 1', 'Inspector 2', 'Inspector 3', 'Inspector 4', 'Inspector 5' and 'Inspector 6', the number of the inspection completion files received from the inspector terminal of each inspector By calculating the ratio of the number of the inspection completed files to the inspection amount of each inspector as the inspection completion rate, the inspection completion rate for each of the plurality of inspectors can be calculated as shown in Table 6 below. .

Specifically, as described above, if the amount of inspection of 'examiner 1' is '520' and the number of inspection completion files received from the inspector terminal 131 of 'examiner 1' is '390', the inspection completion rate calculation unit (122) will be able to calculate '0.75', which is the ratio of '390' to '520', as the inspection completion ratio for 'Inspector 1'.

checker Number of files that have been inspected amount of inspection Inspection completion rate Inspector 1 390 520 0.75 checker 2 410 524 0.782443 checker 3 148 488 0.303279 checker 4 160 505 0.316832 checker 5 420 501 0.838323 checker 6 375 461 0.813449

Thereafter, the inspection encouraging message transmission unit 123 is based on the inspection completion rate for each of the plurality of inspectors as shown in Table 6, 'Inspector 1', 'Inspector 2', 'Inspector 3', 'Inspector 4' , '0.634054', which is the average value of the inspection completion rate for 'Inspector 5' and 'Inspector 6', can be calculated.

In addition, the inspection encouraging message transmission unit 123 checks the average value of '0.634054' or less among 'examiner 1', 'examiner 2', 'examiner 3', 'examiner 4', 'examiner 5' and 'examiner 6' After extracting 'Inspector 3' ('0.303279') and 'Inspector 4' ('0.316832') as at least one first inspector with a completion rate, the inspector terminal 133 of 'Inspector 3' and the inspector of 'Inspector 4' It is possible to transmit an inspection encouragement message instructing to perform a quick inspection task to each of the terminals 134 .

According to an embodiment of the present invention, the inspection task management device 110 is a configuration for increasing work efficiency by reassigning some of the inspection amount of the inspector with the slow work speed to the inspector with the fast work speed, the inspector confirming unit 124 , unchecked records calculation unit 125, reassignment inspection amount calculation unit 126, reassignment record selection unit 127, excellent inspector confirmation unit 128, reassignment processing unit 129 and additional work message transmission unit ( 130) may be further included.

The inspector confirmation unit 124 multiplies the average value by a predetermined first ratio to calculate a second calculated value, and then, among the plurality of inspectors, at least one second inspector having an inspection completion rate equal to or less than the second calculated value. check

The unchecked records calculation unit 125 is based on the inspection completed files received from the inspector terminal of the at least one second inspector, and the at least one second inspector of the plurality of electronic record files does not complete the inspection. All the unchecked electronic record files are checked, and the total number of the unchecked electronic record files is calculated.

The reassignment inspection amount calculating unit 126 multiplies the total number of the unchecked electronic record files by a predetermined second ratio, thereby indicating the number of electronic record files for reallocation among the unchecked electronic record files. Estimate the amount of inspection allotted.

At this time, according to an embodiment of the present invention, when the reallocation inspection amount calculating unit 126 is calculated so that the third operation value obtained by multiplying the second ratio by the total number of the unchecked electronic record files has a decimal point, the A value obtained by rounding off the number of decimal places of the third operation value may be calculated as the reassignment inspection amount.

The reassignment record selection unit 127 randomly selects electronic record files equal to the reassignment inspection amount among the unexamined electronic record files as reallocation electronic record files.

Excellent inspector confirmation unit 128 identifies at least one third inspector having an inspection completion ratio exceeding the average value among the plurality of inspectors.

The reassignment processing unit 129 randomly reassigns the reassignment electronic record files one by one in a round robin manner according to the order in which the inspection completion ratio is high with respect to the at least one third inspector.

Here, round robin refers to a method of extracting all elements in a group based on a reasonable order, extracting them one by one from the top to the bottom of the list, and then returning to the top again to extract them.

Additional task message transmission unit 130 while transmitting the reassigned electronic records files for each inspector to the inspector terminal of the at least one third inspector, to perform additional inspection tasks for the reassigned electronic records files Send additional work messages instructing them to do so.

Hereinafter, according to the above-described example, the inspector confirmation unit 124, the unexamined records calculation unit 125, the reassignment inspection amount calculation unit 126, the reassignment records selection unit 127, the excellent inspector confirmation unit 128 , the operation of the reassignment processing unit 129 and the additional task message transmission unit 130 will be described in detail with an example.

First, if the first predetermined ratio is '0.5', the inspector confirmation unit 124 multiplies the average value '0.634054' by '0.5' to calculate the second calculated value '0.317027' and then ' 'Inspector 3' as at least one second inspector having an inspection completion rate of '0.317027' or less among Inspector 1', 'Inspector 2', 'Inspector 3', 'Inspector 4', 'Inspector 5' and 'Inspector 6' ('0.303279') and 'Inspector 4' ('0.316832') can be checked.

The unchecked records calculation unit 125 includes '148' inspection completion files received from the inspector terminal 133 of 'Inspector 3' and '160' inspection completion files received from the inspector terminal 134 of 'Inspector 4' Based on the files, '340' electronic record files that 'Inspector 3' did not complete inspection of and '345' unexamined electronic record files that 'Inspector 4' did not complete inspection of among the plurality of electronic record files based on the files Record files may be checked, and '685('340'+'345')' may be calculated as the total number of the unchecked electronic record files.

At this time, if the second predetermined ratio is '0.2', the reassignment inspection amount calculation unit 126 multiplies '685', which is the total number of the unexamined electronic record files, by '0.2', so that the unexamined electronic records The reassignment inspection amount indicating the number of electronic record files for reassignment among the files can be calculated as '137'.

If the reassignment inspection amount is calculated as '137', the reassignment record selection unit 127 may randomly select '137' electronic record files among the unchecked electronic record files as reassignment electronic record files, , the excellent inspector confirmation unit 128 completes the inspection exceeding the average value '0.634054' among 'Inspector 1', 'Inspector 2', 'Inspector 3', 'Inspector 4', 'Inspector 5' and 'Inspector 6' 'Inspector 1', 'Inspector 2', 'Inspector 5' and 'Inspector 6' may be identified as at least one third inspector having a ratio.

Then, the reassignment processing unit 129 performs the reassignment electronic record files in a round-robin manner according to the order of 'Inspector 5', 'Inspector 6', 'Inspector 2', and 'Inspector 1' in the order of the highest inspection completion rate. By randomly reassigning one by one, '35' electronic records files for 'Inspector 5', '34' electronic records files for 'Inspector 6', '34' electronic records files for 'Inspector 2', ' '34' electronic records files can be reassigned for Inspector 1'.

After that, the additional work message transmission unit 130 transmits '35' electronic record files to the inspector terminal 135 of 'Inspector 5', and the inspector terminal of 'Inspector 1', 'Inspector 2', and 'Inspector 6'. (131, 132, 136) while transmitting '34' electronic record files to each of the at least one third inspector's inspector terminal (131, 132, 135, 136) to each of the reassigned electronic records files An additional task message instructing to perform additional inspection tasks for

2 is a flowchart illustrating an operation method of an inspection task management device for allocating to inspectors the task of inspecting whether an electronic record is prepared according to a predetermined record preparation format according to an embodiment of the present invention.

In step S210, an electronic record file storage unit in which a plurality of electronic record files for a plurality of electronic records predetermined to be an inspection target is stored is maintained.

In step (S220), the age information, career information, and salary information for each of the plurality of inspectors are stored in the inspector information storage unit is maintained.

In step S230, referring to the inspector information storage unit, for each of the plurality of inspectors, a value obtained by dividing a predetermined reference age by the age according to the age information of each inspector is applied as an input to the hyperbolic tangent function. Calculate the value, calculate the second numerical value by applying the reciprocal of the value obtained by dividing the predetermined reference career by the career according to the career information of each inspector as an input to the hyperbolic tangent function, and the predetermined standard salary is the salary of each inspector A third numerical value is calculated by applying the reciprocal of the value divided by the salary according to the information as an input to the hyperbolic tangent function.

In step S240, when the first numerical value, the second numerical value, and the third numerical value for each of the plurality of inspectors are calculated, for each of the plurality of inspectors, the first numerical value, the After generating a three-dimensional feature vector having a second numerical value and the third numerical value as components, a Euclidean norm is calculated on the three-dimensional feature vector.

In step S250, when the Euclidean norm for the three-dimensional feature vector corresponding to each of the plurality of inspectors is calculated, the number of inspection capability for each of the plurality of inspectors is calculated in response to the Euclidean norm calculated for each inspector is calculated to have a positive correlation with

In step (S260), when the number of inspection ability for each of the plurality of inspectors is calculated, by summing all the inspection capacity values for each inspector, the total inspection capacity value for the plurality of inspectors is calculated and then the overall inspection The ratio of each of the plurality of inspectors to the competence value is calculated as the inspection task allocation ratio of each inspector.

In step S270, a first number, which is the number of the plurality of electronic records files, is counted with reference to the electronic records file storage unit, and the value obtained by multiplying the first number by the inspection task allocation ratio of each of the plurality of inspectors is said It is calculated by the amount of inspection for each of a plurality of inspectors.

In step (S280), for the plurality of inspectors, after extracting and allocating an electronic record file equal to the amount of inspection for each inspector from the plurality of electronic record files so as not to be duplicated, the inspector held by the plurality of inspectors While transmitting the assigned electronic record files for each inspector to each terminal, it transmits a task instruction message instructing to perform the inspection task for the assigned electronic record files.

At this time, according to an embodiment of the present invention, when the Euclidean norm for the three-dimensional feature vector corresponding to each of the plurality of inspectors is calculated in step S250, the inspection capability for each of the plurality of inspectors The numerical value may be calculated according to Equation 3 above to have a positive correlation with the Euclidean norm calculated corresponding to each inspector.

In addition, according to an embodiment of the present invention, when the first operation value obtained by multiplying the first number by the inspection task allocation ratio of each of the plurality of inspectors in step S270 is calculated to have a decimal point, the first operation Calculating the value rounded off by the number of decimal places of the value as a temporary inspection amount for each of the plurality of inspectors and when the temporary inspection amount for each of the plurality of inspectors is calculated, the temporary inspection amount for each inspector After calculating the second number that is the total amount of temporary inspection for the plurality of inspectors by summing all of the Reduce the temporary inspection amount for each of the plurality of inspectors by one in the order of the number of temporary inspections calculated for each inspector until the quantity matches the first number, and the second number is less than the first number If it is confirmed, the temporary inspection quantity for each of the plurality of inspectors is decreased in the order of the temporary inspection quantity calculated for each inspector until the total temporary inspection quantity for the plurality of inspectors matches the first number By increasing one by one, it may include the step of finally determining the amount of inspection for each of the plurality of inspectors.

According to an embodiment of the present invention, the method of operation of the inspection task management device is after the task instruction message is transmitted to each of the inspector terminals of the plurality of inspectors, from the time the task instruction message is transmitted in advance for interim inspection When the set period elapses, requesting transmission of the electronic record file that has been inspected to each of the inspector terminals of the plurality of inspectors, the inspection is completed with the electronic records file inspected by each inspector from each of the inspector terminals of the plurality of inspectors When the files are received, for each of the plurality of inspectors, the number of the inspection completed files received from the inspector terminal of each inspector is counted, and the ratio of the number of the inspection completed files to the inspection amount of each inspector is completed. By calculating the ratio, the average value of the inspection completion rate for the plurality of inspectors based on the step of calculating the inspection completion rate for each of the plurality of inspectors and the inspection completion rate for each of the plurality of inspectors After calculating, extracting at least one first inspector having an inspection completion rate less than the average value among the plurality of inspectors, and instructing the inspector terminal of the at least one first inspector to perform a quick inspection task The method may further include transmitting an encouragement message.

In addition, according to an embodiment of the present invention, the method of operation of the inspection task management apparatus calculates a second operation value by multiplying the average value by a predetermined first ratio, and then the second operation value among the plurality of inspectors Identifying at least one second inspector having the following inspection completion ratio, the at least one of the plurality of electronic record files based on the inspection completion files received from the inspector terminal of the at least one second inspector A second inspector checks all the unchecked electronic record files that have not completed the inspection, and calculates the total number of the unchecked electronic record files, multiplying the total number of the unchecked electronic record files by a predetermined second ratio By doing so, calculating a reassignment inspection amount indicating the number of electronic record files for reassignment among the unchecked electronic record files; randomly selecting the reassigned electronic records files, identifying at least one third inspector having an inspection completion ratio that exceeds the average value among the plurality of inspectors; Step of randomly reassigning one by one in a round robin manner in the order of the highest inspection completion rate for one third inspector, and transmitting the reassigned electronic record files for each inspector to the inspector terminal of the at least one third inspector While doing so, the method may further include transmitting an additional task message instructing to perform additional inspection tasks for the reassigned electronic records files.

Above, with reference to FIG. 2, the operation method of the inspection task management apparatus according to an embodiment of the present invention has been described. Here, the operation method of the inspection task management apparatus according to an embodiment of the present invention may correspond to the configuration of the operation of the inspection task management apparatus 110 described with reference to FIG. 1 , so a more detailed description thereof will be omitted. do it with

The operation method of the inspection task management apparatus according to an embodiment of the present invention may be implemented as a computer program stored in a storage medium for execution through combination with a computer.

In addition, the operation method of the inspection task management apparatus according to an embodiment of the present invention may be implemented in the form of a computer program command for execution through combination with a computer and recorded in a computer readable medium. The computer-readable medium may include program instructions, data files, data structures, etc. alone or in combination. The program instructions recorded on the medium may be specially designed and configured for the present invention, or may be 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, and magnetic media such as floppy disks. - includes magneto-optical media, and hardware devices specially configured to store and execute program instructions, such as ROM, RAM, flash memory, and the like. Examples of program instructions include not only machine language codes such as those generated by a compiler, but also high-level language codes that can be executed by a computer using an interpreter or the like.

As described above, the present invention has been described with specific matters such as specific components and limited embodiments and drawings, but these are provided to help a more general understanding of the present invention, and the present invention is not limited to the above embodiments. , various modifications and variations are possible from these descriptions by those of ordinary skill in the art to which the present invention pertains.

Therefore, the spirit of the present invention should not be limited to the described embodiments, and not only the claims to be described later, but also all those with equivalent or equivalent modifications to the claims will be said to belong to the scope of the spirit of the present invention. .

110: inspection task management device
111: electronic record file storage unit 112: inspector information storage unit
113: numerical value calculation unit 114: Euclidean norm calculation unit
115: Inspection capability numerical calculation unit 116: Inspection task allocation ratio calculation unit
117: inspection amount calculation unit 118: transmission unit
119: temporary inspection amount calculating unit 120: inspection amount determining unit
121: transmission request unit 122: inspection completion rate calculation unit
123: inspection encouraging message transmission unit 124: inspector confirmation unit
125: unchecked records calculation unit 126: reassignment inspection amount calculation unit
127: reassignment record selection unit 128: good inspector confirmation unit
129: reassignment processing unit 130: additional business message transmission unit
131, 132, 133, 134, 135, 136: the terminal of the inspector of a plurality of inspectors

Claims (12)

In the inspection task management device for allocating the task of inspecting whether electronic records are prepared according to a predetermined record preparation format to inspectors,
an electronic record file storage unit in which a plurality of electronic record files for a plurality of electronic records predetermined to be an inspection target are stored;
an inspector information storage unit storing age information, career information and salary information for each of the plurality of inspectors;
With reference to the inspector information storage unit, for each of the plurality of inspectors, a value obtained by dividing a predetermined reference age by the age according to the age information of each inspector is applied as an input to a hyperbolic tangent function. Calculate the value, calculate the second numerical value by applying the reciprocal of the value obtained by dividing the predetermined reference career by the career according to the career information of each inspector as an input to the hyperbolic tangent function, and the predetermined standard salary is the salary of each inspector a numerical value calculator for calculating a third numerical value by applying an inverse of a value divided by a salary according to the information to the hyperbolic tangent function;
When the first numerical value, the second numerical value and the third numerical value for each of the plurality of inspectors are calculated, for each of the plurality of inspectors, the first numerical value, the second numerical value and a Euclidean norm operator for generating a three-dimensional feature vector having the third numerical value as a component and then calculating a Euclidean norm for the three-dimensional feature vector;
When the Euclidean norm for the three-dimensional feature vector corresponding to each of the plurality of inspectors is calculated, the inspection capability value for each of the plurality of inspectors is positively correlated with the Euclidean norm calculated corresponding to each inspector The inspection ability numerical calculation unit that calculates to have a relationship;
When the inspection ability value for each of the plurality of inspectors is calculated, by summing all the inspection capacity values for each inspector, the total inspection capacity value for the plurality of inspectors is calculated, and then the an inspection task allocation ratio calculation unit that calculates the ratio of the inspection capability value of each inspector as the inspection task allocation ratio of each inspector;
Count the first number that is the number of the plurality of electronic records files with reference to the electronic records file storage unit, and multiply the first number by the inspection task allocation ratio of each of the plurality of inspectors, each of the plurality of inspectors the inspection quantity calculation unit that calculates the inspection quantity for and
For the plurality of inspectors, after extracting and allocating an electronic record file equal to the amount of inspection for each inspector from the plurality of electronic record files so as not to be duplicated, each inspector is assigned to each inspector terminal held by the plurality of inspectors While transmitting the electronic record files allocated for
including,
The inspection amount calculation unit
When the first calculation value obtained by multiplying the first number by the inspection task allocation rate of each of the plurality of inspectors is calculated to have a decimal point, the value obtained by rounding the number of decimal places of the first operation value to the plurality of inspectors a temporary inspection quantity calculation unit that calculates the temporary inspection quantity for each of them; and
When the temporary inspection amount for each of the plurality of inspectors is calculated, by summing all the temporary inspection quantities for each inspector, the second number that is the total temporary inspection quantity for the plurality of inspectors is calculated, and then the second number If it is confirmed that exceeds the first number, the temporary inspection amount for each of the plurality of inspectors is calculated for each inspector until the total temporary inspection quantity for the plurality of inspectors matches the first number Reduce the number of temporary inspections one by one in order of increasing number, and when it is confirmed that the second number is less than the first number, the plurality of temporary inspection quantities for the plurality of inspectors are consistent with the first number. Inspection quantity determining unit that finally determines the quantity of inspection for each of the plurality of inspectors by increasing the temporary inspection quantity for each inspector one by one in the order of the temporary inspection quantity calculated for each inspector
Inspection task management device comprising a. According to claim 1,
The inspection capability numerical calculation unit
When the Euclidean norm for the three-dimensional feature vector corresponding to each of the plurality of inspectors is calculated, the inspection capability value for each of the plurality of inspectors is positively correlated with the Euclidean norm calculated corresponding to each inspector Inspection task management device calculated according to Equation 1 below to have a relationship.
[Equation 1]

Here, C means the test capability value, and n means the calculated Euclidean norm. delete According to claim 1,
After the task instruction message is transmitted to each of the inspector terminals of the plurality of inspectors, when a preset period for interim inspection has elapsed from the time the task instruction message is transmitted, the inspection is completed with each of the inspector terminals of the plurality of inspectors a transmission requesting unit for requesting transmission of the electronic record file;
When the inspection completed files are received from each of the inspector terminals of the plurality of inspectors as an electronic record file inspected by each inspector, for each of the plurality of inspectors, the number of the inspection completion files received from the inspector terminal of each inspector by counting and calculating the ratio of the number of the inspection completed files to the inspection amount of each inspector as the inspection completion rate, an inspection completion rate calculation unit for calculating the inspection completion rate for each of the plurality of inspectors; and
Based on the inspection completion rate for each of the plurality of inspectors, after calculating the average value of the inspection completion rate for the plurality of inspectors, at least one having an inspection completion rate of less than the average value among the plurality of inspectors An inspection encouragement message transmission unit that extracts the first inspector of the and transmits an inspection encouragement message instructing to perform a quick inspection task to the inspector terminal of the at least one first inspector
Inspection task management device further comprising. 5. The method of claim 4,
After calculating a second calculated value by multiplying the average value by a predetermined first ratio, the checker confirmation unit for checking at least one second examiner having an inspection completion ratio less than the second calculated value among the plurality of examiners;
On the basis of the inspection completion files received from the inspector terminal of the at least one second inspector, the at least one second inspector of the plurality of electronic record files check all the unexamined electronic record files that the second inspector did not complete the inspection, , Unchecked records calculation unit for calculating the total number of the unchecked electronic record files;
A reassignment inspection amount for calculating a reassignment inspection amount indicating the number of electronic record files for reassignment among the unchecked electronic record files by multiplying the total number of the unchecked electronic record files by a second predetermined ratio calculation department;
a reassignment record selection unit for randomly selecting electronic record files corresponding to the reassignment inspection amount from among the unchecked electronic record files as reallocation electronic record files;
Excellent inspector confirmation unit for confirming at least one third inspector having an inspection completion rate exceeding the average value among the plurality of inspectors;
a reassignment processing unit that randomly reassigns the reassignment electronic record files one by one in a round robin manner according to the order of the highest inspection completion rate with respect to the at least one third inspector; and
While transmitting the reassigned electronic records files for each inspector to the inspector terminal of the at least one third inspector, sending an additional task message instructing to perform additional inspection tasks for the reassigned electronic records files Additional business message transfer unit
Inspection task management device further comprising. In the operation method of the inspection task management device for allocating the task of inspecting whether electronic records are prepared according to a predetermined record preparation format to inspectors,
maintaining an electronic record file storage unit in which a plurality of electronic record files for a plurality of electronic records predetermined to be an inspection target are stored;
maintaining an inspector information storage unit in which age information, career information, and salary information for each of the plurality of inspectors are stored;
With reference to the inspector information storage unit, for each of the plurality of inspectors, a value obtained by dividing a predetermined reference age by the age according to the age information of each inspector is applied as an input to a hyperbolic tangent function. Calculate the value, calculate the second numerical value by applying the reciprocal of the value obtained by dividing the predetermined reference career by the career according to the career information of each inspector as an input to the hyperbolic tangent function, and the predetermined standard salary is the salary of each inspector calculating a third numerical value by applying the reciprocal of the value divided by the salary according to the information as an input to the hyperbolic tangent function;
When the first numerical value, the second numerical value and the third numerical value for each of the plurality of inspectors are calculated, for each of the plurality of inspectors, the first numerical value, the second numerical value and generating a three-dimensional feature vector having the third numerical value as a component and then calculating a Euclidean norm for the three-dimensional feature vector;
When the Euclidean norm for the three-dimensional feature vector corresponding to each of the plurality of inspectors is calculated, the inspection capability value for each of the plurality of inspectors is positively correlated with the Euclidean norm calculated corresponding to each inspector calculating to have a relationship;
When the inspection ability value for each of the plurality of inspectors is calculated, by summing all the inspection capacity values for each inspector, the total inspection capacity value for the plurality of inspectors is calculated, and then the Calculating the ratio of the number of inspection capability of each of the plurality of inspectors to the inspection task allocation ratio of each inspector;
Count the first number that is the number of the plurality of electronic records files with reference to the electronic records file storage unit, and multiply the first number by the inspection task allocation ratio of each of the plurality of inspectors, each of the plurality of inspectors estimating the amount of inspection for and
For the plurality of inspectors, after extracting and allocating an electronic record file equal to the amount of inspection for each inspector from the plurality of electronic record files so as not to be duplicated, each inspector is assigned to each inspector terminal held by the plurality of inspectors While transmitting the electronic record files assigned to
including,
The step of calculating the inspection amount for each of the plurality of inspectors is
When the first calculation value obtained by multiplying the first number by the inspection task allocation rate of each of the plurality of inspectors is calculated to have a decimal point, the value obtained by rounding the number of decimal places of the first operation value to the plurality of inspectors Calculating the amount of temporary inspection for each of them; and
When the temporary inspection amount for each of the plurality of inspectors is calculated, by summing all the temporary inspection quantities for each inspector, the second number that is the total temporary inspection quantity for the plurality of inspectors is calculated, and then the second number If it is confirmed that exceeds the first number, the temporary inspection amount for each of the plurality of inspectors is calculated for each inspector until the total temporary inspection quantity for the plurality of inspectors matches the first number Reduce the number of temporary inspections one by one in order of increasing number, and when it is confirmed that the second number is less than the first number, the plurality of temporary inspection quantities for the plurality of inspectors are consistent with the first number. Finally determining the amount of inspection for each of the plurality of inspectors by increasing the temporary inspection amount for each inspector one by one in the order of the temporary inspection quantity calculated for each inspector
Method of operation of the inspection task management device comprising a. 7. The method of claim 6,
The step of calculating to have the positive correlation is
When the Euclidean norm for the three-dimensional feature vector corresponding to each of the plurality of inspectors is calculated, the inspection capability value for each of the plurality of inspectors is positively correlated with the Euclidean norm calculated corresponding to each inspector The operation method of the inspection task management device calculated according to the following Equation 1 to have a relationship.
[Equation 1]

Here, C means the test capability value, and n means the calculated Euclidean norm. delete 7. The method of claim 6,
After the task instruction message is transmitted to each of the inspector terminals of the plurality of inspectors, when a preset period for interim inspection has elapsed from the time the task instruction message is transmitted, the inspection is completed with each of the inspector terminals of the plurality of inspectors requesting to transmit the electronic record file;
When the inspection completed files are received from each of the inspector terminals of the plurality of inspectors as an electronic record file inspected by each inspector, for each of the plurality of inspectors, the number of the inspection completion files received from the inspector terminal of each inspector Counting and calculating the rate of completion of inspection for each of the plurality of inspectors by calculating the ratio of the number of inspection completed files to the inspection amount of each inspector as the inspection completion rate; and
Based on the inspection completion rate for each of the plurality of inspectors, after calculating the average value of the inspection completion rate for the plurality of inspectors, at least one having an inspection completion rate of less than the average value among the plurality of inspectors extracting the first inspector of the, and transmitting an inspection encouragement message instructing to perform a quick inspection task to the inspector terminal of the at least one first inspector
Operation method of the inspection task management device further comprising a. 10. The method of claim 9,
After calculating a second calculated value by multiplying the average value by a predetermined first ratio, identifying at least one second examiner having an inspection completion rate equal to or less than the second calculated value among the plurality of inspectors;
On the basis of the inspection completion files received from the inspector terminal of the at least one second inspector, the at least one second inspector of the plurality of electronic record files check all the unexamined electronic record files that the second inspector did not complete the inspection, , calculating the total number of the unchecked electronic record files;
calculating a reassignment check amount indicating the number of electronic record files for reallocation among the unchecked electronic record files by multiplying the total number of the unchecked electronic record files by a predetermined second ratio;
randomly selecting electronic record files equal to the reassignment inspection amount among the unchecked electronic record files as reallocated electronic record files;
identifying at least one third inspector having an inspection completion rate exceeding the average value among the plurality of inspectors;
Randomly reallocating the reassignment electronic record files one by one in a round robin manner according to the order in which the inspection completion rate is high for the at least one third inspector; and
While transmitting the reassigned electronic records files for each inspector to the inspector terminal of the at least one third inspector, sending an additional task message instructing to perform additional inspection tasks for the reassigned electronic records files step
Operation method of the inspection task management device further comprising a. A computer-readable recording medium recording a computer program for executing the method of any one of claims 6, 7, 9 or 10 through combination with a computer. A computer program stored in a storage medium for executing the method of any one of claims 6, 7, 9 or 10 in combination with a computer.

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