CN109460977A - The management method and device of Data-report - Google Patents
The management method and device of Data-report Download PDFInfo
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- CN109460977A CN109460977A CN201811324692.XA CN201811324692A CN109460977A CN 109460977 A CN109460977 A CN 109460977A CN 201811324692 A CN201811324692 A CN 201811324692A CN 109460977 A CN109460977 A CN 109460977A
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Abstract
The present invention relates to big data technical fields, more particularly to the management method and device of a kind of Data-report, this method includes establishing data model according to the different types of business, the data model includes data sheet and model attributes, it is corresponding enterprise's propelling data report according to model attributes, so that enterprise is filled according to datagram tableau format, and then receive the data sheet that enterprise fills in.Later, obtain the target same type data of other enterprises of same period same industry same size, the data for the data sheet that enterprise fills in are audited according to target same type data, if audit passes through, then data sheet is circulated and audits node to higher level, and node is audited after the approval by higher level, it is stored into database.It can be seen that this programme is by system audit and whether artificially audit the data that dual review mechanism verifying enterprise reports true and reliable, the consistency of data ensure that.
Description
Technical field
The present invention relates to big data technical fields, in particular to the management method and device of a kind of Data-report.
Background technique
In order to be monitored analysis to economical operation, government department would generally be using straight reporting system according to administrative division, such as
The enterprise management condition information in each industrial park is collected in city, area, county etc. layer by layer.Enterprise's warp is collected by straight reporting system at present
Condition information is sought, the data that enterprise reports are examined often through manual review judgement or system simple pretreatment mode
It looks into, but since enterprise needs to report multiple data sheets, and the finger that may must be filled in comprising several hundred in each data sheet
Mark, there may be accidentally fill out or the case where mistake is filled out, if only simply pre-processing by manual review or system, can not protect for enterprise
The accuracy for the data that card enterprise reports.
Moreover the manual review data at different levels directly reported are the important links during reporting, but have many problems, are faced
Ten hundreds of index set made a report on, artificial difficult judgment, it may appear that various careless mistakes and erroneous judgement data, when data accumulation is to centainly
Magnitude then will affect global economical operation monitoring.In addition, the existing pretreatment inside program or system is also only simple
Index value progress simple logic judgement is carried out to data are manually made a report on, does not ensure that whether the data that enterprise makes a report on are usurped
Change, it cannot be guaranteed that the consistency of data.
Summary of the invention
The purpose of the present invention is to provide a kind of management methods of Data-report, periodically to collect the data that enterprise reports,
And pass through system audit and artificially audit the authenticity that dual review mechanism verifies enterprise's reported data, guarantee the consistent of data
Property.
Another object of the present invention is to provide a kind of managing devices of Data-report, periodically to collect the number that enterprise reports
According to, and pass through system audit and artificially audit the authenticity that dual review mechanism verifies enterprise's reported data, guarantee the one of data
Cause property.
To achieve the goals above, technical solution used in the embodiment of the present invention is as follows:
In a first aspect, it is applied to Data-report system the embodiment of the invention provides a kind of management method of Data-report,
The described method includes: establishing data model according to the different types of business, the data model includes data sheet and model category
Property；It is that corresponding enterprise pushes the data sheet according to the model attributes, so that enterprise is according to the datagram tableau format
It is filled in；Receive the data sheet that different enterprises fill in；Obtain other enterprises of same period same industry same size
Target same type data；It is examined according to data of the target same type data to the data sheet that enterprise fills in
The data sheet is circulated if audit passes through and audits node to higher level, and audit node after the approval by higher level by core,
It is stored into database.
Second aspect, the embodiment of the invention also provides a kind of managing devices of Data-report, are applied to Data-report system
System, described device includes: to establish module, and for establishing data model according to the different types of business, the data model includes number
According to report and model attributes；Pushing module, for being that corresponding enterprise pushes the data sheet according to the model attributes, with
It is filled in for enterprise according to the datagram tableau format；Receiving module, the data filled in for receiving different enterprises
Report；Obtain module, the target same type data of other enterprises for obtaining same period same industry same size；Audit mould
Block, for being audited according to data of the target same type data to the data sheet that enterprise fills in, if audit is logical
It crosses, then the data sheet circulates and audit node to higher level, and node is audited after the approval by higher level, be stored into data
Library.
The management method and device of a kind of Data-report provided in an embodiment of the present invention, this method include according to different enterprises
Type establishes data model, and it is that corresponding enterprise pushes away according to model attributes which, which includes data sheet and model attributes,
Data sheet is sent, so that enterprise is filled according to datagram tableau format, and then receives the data sheet that enterprise fills in.It
Afterwards, the target same type data of other enterprises of same period same industry same size are obtained, according to target same type data pair
The data for the data sheet that enterprise fills in are audited, if audit passes through, data sheet are circulated and audits node to higher level, and
Node is audited after the approval by higher level, is stored into database.It can be seen that this programme passes through system audit and artificial audit
Whether the data that dual review mechanism verifying enterprise reports are true and reliable, ensure that the consistency of data.
To enable the above objects, features and advantages of the present invention to be clearer and more comprehensible, preferred embodiment is cited below particularly, and cooperate
Appended attached drawing, is described in detail below.
Detailed description of the invention
In order to illustrate the technical solution of the embodiments of the present invention more clearly, below will be to needed in the embodiment attached
Figure is briefly described, it should be understood that the following drawings illustrates only certain embodiments of the present invention, therefore is not construed as pair
The restriction of range for those of ordinary skill in the art without creative efforts, can also be according to this
A little attached drawings obtain other relevant attached drawings.
Fig. 1 shows a kind of flow diagram of the management method of Data-report provided in an embodiment of the present invention.
Fig. 2 shows a kind of the functional block diagrams of the managing device of Data-report provided in an embodiment of the present invention.
Diagram: the managing device of 100- Data-report；110- establishes module；120- pushing module；130- receiving module；
140- obtains module；150- auditing module.
Specific embodiment
Below in conjunction with attached drawing in the embodiment of the present invention, technical solution in the embodiment of the present invention carries out clear, complete
Ground description, it is clear that described embodiments are only a part of the embodiments of the present invention, instead of all the embodiments.Usually exist
The component of the embodiment of the present invention described and illustrated in attached drawing can be arranged and be designed with a variety of different configurations herein.Cause
This, is not intended to limit claimed invention to the detailed description of the embodiment of the present invention provided in the accompanying drawings below
Range, but it is merely representative of selected embodiment of the invention.Based on the embodiment of the present invention, those skilled in the art are not doing
Every other embodiment obtained under the premise of creative work out, shall fall within the protection scope of the present invention.
It should also be noted that similar label and letter indicate similar terms in following attached drawing, therefore, once a certain Xiang Yi
It is defined in a attached drawing, does not then need that it is further defined and explained in subsequent attached drawing.Meanwhile of the invention
In description, term " first ", " second " etc. are only used for distinguishing description, are not understood to indicate or imply relative importance.
Government department is in order to count social economy's operating condition, it usually needs a set of straight reporting system, enterprise pass through the straight report
The management position data of itself are reported to industrial park by system, and industrial park reports to the management position data of enterprise again
County, area, city, by reporting layer by layer, so that government department can be according to the Enterprise Business Management State data monitoring economy in administrative division
Operating status.
But enterprise is in reported data, it is understood that there may be the case where mistake is filled out or is accidentally filled out, in order to guarantee government department to macroscopic view
Economic control is accurate, and it is very necessary for carrying out the verifying of accuracy to the data that enterprise reports.Presently mainly by artificial
The mode of audit verifies the data that enterprise reports, since enterprise need to fill in multiple data sheets, and each data every time
Report includes several hundred a data targets, and therefore, the mode of manual examination and verification often will appear various careless mistakes.
Therefore, the embodiment of the present invention provides a kind of management method of Data-report, and on the one hand it can periodically be pushed for enterprise
Data sheet avoids data collection from postponing in order to which enterprise is filled in time；On the other hand the data that enterprise reports can be led to
Two kinds of review mechanisms of system audit and manual examination and verification are crossed, guarantees the authenticity of data, data is avoided to be tampered during circulation,
So that data have traceability.
Fig. 1 is please referred to, is a kind of flow diagram of the management method of Data-report provided in an embodiment of the present invention, the party
Method includes:
Step S110 establishes data model according to the different types of business, and the data model includes data sheet and mould
Type attribute.
Specifically, being then different types of enterprise's specific aim since enterprise is subordinate to different industries, such as chemical industry, internet
Data model is established on ground, which includes model attributes and multiple data sheets.
Multiple data sheet is the table that enterprise needs to make a report on every time, includes that items make a report on finger in each data sheet
The information such as mark, attribute type, number, and the data sheet is to make according to national standards, and make a report on finger on annual report
Mark can change.
The model attributes include data sheet push frequency, data sheet push issue, such as will be according to 1 year 3 phase, and every 4
Moon push once submits data sheet for enterprise, and enterprise needs to fill in and feed back to according to format in time after receiving the data sheet
In Data-report system, in order to data collection.
Step S120 is that corresponding enterprise pushes the data sheet according to the model attributes, so that enterprise is according to described
Datagram tableau format is filled in.
Also i other words, according to the regulation in model attributes, i.e. data sheet push frequency and data sheet pushes issue
Timing is enterprise's propelling data report, and enterprise will fill out according to datagram tableau format in time after receiving the data sheet again
It writes, to feed data back in Data-report system, in order to carry out subsequent operation.
Step S130 receives the data sheet that different enterprises fill in.
Step S140 obtains the target type data of other enterprises of same period same industry same size.
Specifically, the Data-report system will by crawler means from big data crawler platform, third party's data platform or
It has audited and has obtained a large amount of same type data in the database passed through, and a large amount of same type data are same from the same period same industry
Etc. obtain in other enterprises of scales, to have referential.
Since a large amount of same type data are excessively huge, therefore pre-defined algorithm need to be taken to carry out two to a large amount of same type data
Secondary noise reduction obtains target type data.This to a large amount of same type data carry out noise reduction pre-defined algorithm be xnew=x+rand (0,
1) * | x-xn |, the sample size of target type data obtained from is smaller, and sampling range is more reasonable.
Step S150 is examined according to data of the target same type data to the data sheet that enterprise fills in
The data sheet is circulated if audit passes through and audits node to higher level, and audit node after the approval by higher level by core,
It is stored into database.
Specifically, calculating the data for the data sheet that enterprise fills in recursive calculation process according to the target same type data
In extent of deviation, and grade according to the extent of deviation to the data in data sheet, if the extent of deviation is 30%,
Then Data-report system issues the prompt information that data alert to enterprise, if the extent of deviation is 60%, Data-report system
The prompt information etc. of data exception is issued to enterprise.Also i other words, after enterprise fills data sheet, in stream compression process
In, which may be tampered or not real data is filled in by enterprise, thus, it can judge that data are made a report on by enterprise by the extent of deviation
It is whether true.In other words, if the extent of deviation for the data that the enterprise being calculated makes a report on is greater than predetermined threshold, such as 60%,
It then audits and does not pass through, if being less than the predetermined threshold, audit passes through.
If after the approval, which, which will circulate, audits node to higher level, and has higher level to audit being responsible for for node
People artificially audits the data sheet, if artificially auditing errorless, which is stored into database and according to row
It draws and reports layer by layer in administrative division.If artificially auditing wrong, data sheet is retracted into enterprise's node, data are made a report on by enterprise again, with
Realize that institute's number completion evidence is rigid in checking up in data sheet to enterprise.
It can be seen that a kind of management method of Data-report provided in an embodiment of the present invention, passes through systemic presupposition mechanism
It checks on of both audit and artificial audit, ensure that the accuracy of the data on data sheet that enterprise makes a report on, more favorably
The data, which are based on, in government department carries out economic forecasting and decision.
Referring to figure 2., be a kind of Data-report provided in an embodiment of the present invention managing device 100 functional module signal
Figure, the device include establishing module 110, pushing module 120, receiving module 130, obtaining module 140 and auditing module 150.
Module 110 is established, for establishing data model according to the different types of business, the data model includes data sheet
And model attributes.
In embodiments of the present invention, step S110 can be executed by establishing module 110.
Pushing module 120, for being that corresponding enterprise pushes the data sheet according to the model attributes, so that enterprise presses
It is filled according to the datagram tableau format.
In embodiments of the present invention, step S120 can be executed by pushing module 120.
Receiving module 130, the data sheet filled in for receiving different enterprises.
In embodiments of the present invention, step S130 can be executed by receiving module 130.
Obtain module 140, the target same type data of other enterprises for obtaining same period same industry same size.
In embodiments of the present invention, step S140 can be executed by acquisition module 140.
Auditing module 150, the data of the data sheet for being filled according to the target same type data to enterprise
It is audited, if audit passes through, the data sheet is circulated and audits node to higher level, and node audit is audited by higher level and is led to
Later, it is stored into database.
In embodiments of the present invention, step S150 can be executed by auditing module 150.
Due to having been described in the management method of Data-report, details are not described herein.
In conclusion the management method and device of a kind of Data-report provided in an embodiment of the present invention, this method include root
Data model is established according to the different types of business, which includes data sheet and model attributes, is according to model attributes
Corresponding enterprise propelling data report so that enterprise is filled according to datagram tableau format, and then receives the number that enterprise fills in
According to report.Later, the target same type data of other enterprises of same period same industry same size are obtained, it is similar according to target
Type data audit the data for the data sheet that enterprise fills in, if audit passes through, data sheet are circulated to higher level and is examined
Core node, and node is audited after the approval by higher level, it is stored into database.It can be seen that this programme passes through system audit
It whether true and reliable artificially audits the data that dual review mechanism verifying enterprise reports, ensure that the consistency of data.
In several embodiments provided herein, it should be understood that disclosed device and method can also pass through
Other modes are realized.The apparatus embodiments described above are merely exemplary, for example, flow chart and block diagram in attached drawing
Show the device of multiple embodiments according to the present invention, the architectural framework in the cards of method and computer program product,
Function and operation.In this regard, each box in flowchart or block diagram can represent the one of a module, section or code
Part, a part of the module, section or code, which includes that one or more is for implementing the specified logical function, to be held
Row instruction.It should also be noted that function marked in the box can also be to be different from some implementations as replacement
The sequence marked in attached drawing occurs.For example, two continuous boxes can actually be basically executed in parallel, they are sometimes
It can execute in the opposite order, this depends on the function involved.It is also noted that every in block diagram and or flow chart
The combination of box in a box and block diagram and or flow chart can use the dedicated base for executing defined function or movement
It realizes, or can realize using a combination of dedicated hardware and computer instructions in the system of hardware.
In addition, each functional module in each embodiment of the present invention can integrate one independent portion of formation together
Point, it is also possible to modules individualism, an independent part can also be integrated to form with two or more modules.
It, can be with if the function is realized and when sold or used as an independent product in the form of software function module
It is stored in a computer readable storage medium.Based on this understanding, technical solution of the present invention is substantially in other words
The part of the part that contributes to existing technology or the technical solution can be embodied in the form of software products, the meter
Calculation machine software product is stored in a storage medium, including some instructions are used so that a computer equipment (can be a
People's computer, server or network equipment etc.) it performs all or part of the steps of the method described in the various embodiments of the present invention.
It should be noted that, in this document, relational terms such as first and second and the like are used merely to an entity or behaviour
Make with another entity or operate distinguish, without necessarily requiring or implying between these entities or operation there are it is any this
The actual relationship of kind or sequence.Moreover, the terms "include", "comprise" or its any other variant are intended to nonexcludability
Include so that include a series of elements process, method, article or equipment not only include those elements, but also
Including other elements that are not explicitly listed, or further include for this process, method, article or equipment intrinsic want
Element.In the absence of more restrictions, the element limited by sentence "including a ...", it is not excluded that including described want
There is also other identical elements in the process, method, article or equipment of element.
The foregoing is only a preferred embodiment of the present invention, is not intended to restrict the invention, for the skill of this field
For art personnel, the invention may be variously modified and varied.All within the spirits and principles of the present invention, made any to repair
Change, equivalent replacement, improvement etc., should all be included in the protection scope of the present invention.It should also be noted that similar label and letter exist
Similar terms are indicated in following attached drawing, therefore, once being defined in a certain Xiang Yi attached drawing, are then not required in subsequent attached drawing
It is further defined and explained.
The above description is merely a specific embodiment, but scope of protection of the present invention is not limited thereto, any
Those familiar with the art in the technical scope disclosed by the present invention, can easily think of the change or the replacement, and should all contain
Lid is within protection scope of the present invention.Therefore, the protection scope of the present invention shall be subject to the protection scope of the claims.
Claims (10)
1. a kind of management method of Data-report is applied to Data-report system, which is characterized in that the described method includes:
Data model is established according to the different types of business, the data model includes data sheet and model attributes；
It is that corresponding enterprise pushes the data sheet according to the model attributes, so that enterprise is according to the datagram tableau format
It is filled in；
Receive the data sheet that different enterprises fill in；
Obtain the target same type data of other enterprises of same period same industry same size；
It is audited according to data of the target same type data to the data sheet that enterprise fills in, if audit passes through,
Then the data sheet is circulated and audits node to higher level, and node is audited after the approval by higher level, is stored into database.
2. the method as described in claim 1, which is characterized in that described other enterprises for obtaining same period same industry same size
The step of target same type data of industry includes:
A large amount of same type data of other enterprises of same period same industry same size are obtained by predetermined means；
Secondary noise reduction is carried out to a large amount of same type data according to pre-defined algorithm and obtains target same type data.
3. method according to claim 2, which is characterized in that the predetermined means are by crawler means from big data crawler
Platform, third party's data platform have been audited and obtain a large amount of same type data in the database passed through.
4. the method as described in claim 1, which is characterized in that described to be filled in enterprise according to the target same type data
The step of data of the data sheet are audited include:
The data of the data sheet that enterprise fills in are calculated during recursive calculation according to the target same type data
Extent of deviation is audited and is not passed through if the extent of deviation is greater than predetermined threshold, if the extent of deviation is less than predetermined threshold,
Then audit passes through.
5. the method as described in claim 1, which is characterized in that the method also includes:
Do not pass through if higher level audits node, the data sheet is retracted into enterprise's node, is made a report on again by enterprise.
6. the method as described in claim 1, which is characterized in that the data sheet include items make a report on index, attribute type,
Number, the model attributes include data sheet push frequency, data sheet push issue.
7. a kind of managing device of Data-report, it is applied to Data-report system, which is characterized in that described device includes:
Module is established, for establishing data model according to the different types of business, the data model includes data sheet and mould
Type attribute；
Pushing module, for being that corresponding enterprise pushes the data sheet according to the model attributes, so that enterprise is according to described
Datagram tableau format is filled in；
Receiving module, the data sheet filled in for receiving different enterprises；
Obtain module, the target same type data of other enterprises for obtaining same period same industry same size；
Auditing module, for being examined according to data of the target same type data to the data sheet that enterprise fills in
The data sheet is circulated if audit passes through and audits node to higher level, and audit node after the approval by higher level by core,
It is stored into database.
8. device as claimed in claim 7, which is characterized in that the acquisition module is specifically used for:
A large amount of same type data of other enterprises of same period same industry same size are obtained by predetermined means；
Secondary noise reduction is carried out to a large amount of same type data according to pre-defined algorithm and obtains target same type data.
9. device as claimed in claim 7, which is characterized in that the auditing module is specifically used for:
The data of the data sheet that enterprise fills in are calculated during recursive calculation according to the target same type data
Extent of deviation is audited and is not passed through if the extent of deviation is greater than predetermined threshold, if the extent of deviation is less than predetermined threshold,
Then audit passes through.
10. device as claimed in claim 7, which is characterized in that the auditing module is also used to:
Do not pass through if higher level audits node, the data sheet is retracted into enterprise's node, is made a report on again by enterprise.
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| CN201811324692.XA CN109460977A (en) | 2018-11-08 | 2018-11-08 | The management method and device of Data-report |
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| CN201811324692.XA CN109460977A (en) | 2018-11-08 | 2018-11-08 | The management method and device of Data-report |
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