CN106372947A - Portable Yunjian price execution big data analysis system - Google Patents
Portable Yunjian price execution big data analysis system Download PDFInfo
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- CN106372947A CN106372947A CN201610798037.2A CN201610798037A CN106372947A CN 106372947 A CN106372947 A CN 106372947A CN 201610798037 A CN201610798037 A CN 201610798037A CN 106372947 A CN106372947 A CN 106372947A
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Abstract
The invention discloses a portable Yunjian price execution big data analysis system. The system comprises a data analysis platform, a B/S cloud supporting platform and a C/S client inspection platform, the data analysis platform comprises a data rapid input module, a data automatic pre-processing module, a data manual inspection module, a data automatic violation inspection module, a data artificial violation inspection module, a typical violation inspection module and a data inspection gathering statistics module, the B/S cloud supporting platform comprises a price inspection unit and price inspection staff and can realize price inspection through client price inspection auxiliary software, the C/S client inspection platform employs modes of meaning layer customization of an analysis model and customization of a presentation model, and a mass data processing and mass data analysis and processing model, the analysis model and the presentation model are separated. Through the system, the distributed computing technology is employed, independent computing load capacity of portable computing equipment is reduced, and realizing mass data price inspection operation requirements of a user in a notebook computer can be satisfied.
Description
Technical field
The present invention relates to data price analysis processing technology field is and in particular to cloud sword price is enforced the law, and portable big data is divided
Analysis system.
Background technology
With the lifting of whole society's Global Information ability, price data has not been only presented in voucher, sea
The price data of amount is stored in all kinds of operation systems, presents: data volume is especially huge, inquiry difficulty is high, price is illegal disobeys
The problems such as rule form complexity, these problems force price law enforcement means must improve to information-based, big data direction and rise
How level, extract price data？How standardization price data？How to analyze price data？How to judge that price charge is illegal
Or in violation of rules and regulations？
Price price law enforcement service for mass data is it is common practice to adopt big data analytical technology, to magnanimity
Price data be analyzed and process, thus finding out, possible price is illegal to be recorded and collect amount involved in malfeasance.Using big data
The advantage of technology is that mass data efficiently can be analyzed, and solves to position illegal price data from mass data
Problem.But in actual applications, this technology based on basic big data technology but has problems: one is base
Plinth big data technology application is got up extremely complex and difficulty is higher, and price law enfrocement official cannot operate with；Two is that basis is several greatly
Higher according to technical operation hardware requirement, live price Difficult Law-enforcement, to carry a large amount of computer equipments, leads to basic big data technology
Inapplicable.
For this reason, the present invention is directed to problem above and has researched and developed a set of desktop type big data price analysis processing system --
The cloud sword price portable big data analysis system of law enforcement, this system had both remained big data technology and had been directed to mass data efficient process
Advantage, solve again desktop portable use and simplify foolproof application practical problem, be price law enforcement information
The standby quick popularization of makeup simultaneously lay a good foundation in the price law enforcement of every profession and trade by practical application.
Content of the invention
The portable big data analysis system it is an object of the invention to provide cloud sword price is enforced the law, to solve above-mentioned background skill
The basic big data technology application proposing in art is got up extremely complex and difficulty is higher, and price law enfrocement official cannot operate with；
And basis big data technical operation hardware requirement is higher, live price Difficult Law-enforcement, to carry a large amount of computer equipments, leads to base
The inapplicable problem of plinth big data technology.
For achieving the above object, the present invention provides following technical scheme: it comprises Data Analysis Platform, b/s high in the clouds supports
Platform, c/s client check platform；The flow process of described Data Analysis Platform is: data quickly introduces module -- data is automatically pre-
-- -- data checks module -- data manually checks module in violation of rules and regulations -- typical case to data desk checking module to processing module automatically in violation of rules and regulations
Check module -- data check collect statistics module in violation of rules and regulations；Described b/s high in the clouds support platform is price check unit and valency examines people
Member can assist software to carry out price check by client price check, meanwhile, connect cloud by client software and support platform,
Report the up-to-date illegal trend of violation and check experience and inspection method, examined by the price that high in the clouds support center is collected to the whole province
The experience of looking into is collected and is analyzed, and targetedly formulates new price check model, then it is each to share the whole province by cloud platform
In client price check software in price check unit and inspection personnel's handss, realize sharing of price check model；Described
C/s client checks that platform adopts the modes such as analysis model semantic layer is self-defined, represents model is self-defined, by mass data processing
Separate with process model, analysis model, represents model with mass data analysis, using distributed computing technology, improve magnanimity number
According to treatment effeciency, meet the calculating disposal ability of portable equipment simultaneously.
Described data quickly introduces module and imports to sql server with the speed high speed of 4000-12000 bar record per second
In data base.
The nonstandard unit data of the automatic pretreatment module adjust automatically of described data makes the coded format of unit data accord with
Compound valency check criteria coded format requires.
Described data desk checking module is nonstandard project code, project in manually quick Inspection Unit reported data
The critical data such as title and charge unit.
Described data checks that module is automatically separated out normal unit data, exceeded unit data and self-support automatically in violation of rules and regulations
The unit data of item.
Described data manually checks to be using multiple inspections such as cross-check, item association inspection, project publicity inspections in violation of rules and regulations
Means of looking into carry out validity checking to unit data.
Described typical case checks that module is the mutual relation between analysis charging item in violation of rules and regulations, finds out illegal item.
Described data check collect statistics can be automatically separated out normal unit data, exceeded unit data and certainly set up the project
Unit data.
Described b/s high in the clouds support platform is built using saas pattern, supports the price check of central supported the whole province by high in the clouds
Application.
Described c/s client checks that platform adopts bi know-why, build constantly open-ended various data processing,
In violation of rules and regulations analyze, collect represents model, thus realize software itself can be inter-trade high cover, the illegal inspection in violation of rules and regulations of high depth price
Look into.
Described Data Analysis Platform, can be by the magnanimity being reported by verification certificate position price number by the process of above-mentioned 7 step flow processs
According in all violations, unlawful data detected comprehensively, and classified statistic user need summary information, people is greatly lowered
The difficulty of work price check, inspection efficiency of improving price.
Compared with prior art, the invention has the beneficial effects as follows:
1st, adopt big data analytical technology, in conjunction with big data analysis and distributed proccessing, realize soft based on client
The High speed load of the mass data of part and high speed analysis.Using distributed computing technology, reduce the independence of portable computing device
Computational load amount, requires thus meeting user and realizing the operation of mass data price check in the computers such as notebook.
2nd, adopt cloud computing (saas) framework, realize the collection of the whole province's inter-trade price check model and share.By building
If cloud support platform, set up in price check department of the whole province collecting and exchanging of inter-trade price check experience, complete beyond the clouds
Become customization, test and the issue of price check model.
3rd, self-defined inspection model and business relations check algorithm, using semantic layer self-defined, inspection model is self-defined, number
According to cleaning strategy is self-defined etc., mode achieves self-defined inspection model and business relations check algorithm, and software is greatly improved
The price check vitality of system.
4th, the ease for use of software is realized in wizard-like operation, software institute functional all using wizard-like mode of operation, with several greatly
It is standard according to intellectual analysis step and price check management process, guiding user realizes price check by step.Meanwhile, for reducing
System operatio difficulty, institute functional all using operating in a key mode, and provide clear and definite operation guide and operation indicating, significantly
Degree improves the ease for use of software, the preciseness of specification price check, improves the result accuracy rate of price check.
Brief description
Fig. 1 is the overall framework figure of the present invention；
Fig. 2 is big data analysis platform process chart of the present invention；
Fig. 3 is the Organization Chart of b/s high in the clouds of the present invention support platform；
Fig. 4 is the structure chart that c/s client of the present invention checks platform；
Fig. 5 is the flow chart of data prediction link of the present invention；
Fig. 6 is the flow chart of data check link of the present invention；
Fig. 7 is data summarization statistical analysiss link flow chart of the present invention.
Specific embodiment
Below in conjunction with the accompanying drawing in the embodiment of the present invention, the technical scheme in the embodiment of the present invention is carried out clear, complete
Site preparation description is it is clear that described embodiment is only a part of embodiment of the present invention, rather than whole embodiments.It is based on
Embodiment in the present invention, it is every other that those of ordinary skill in the art are obtained under the premise of not making creative work
Embodiment, broadly falls into the scope of protection of the invention.
Refer to Fig. 1, Fig. 2, Fig. 3, Fig. 4, the present invention provides a kind of technical scheme: it comprises Data Analysis Platform, b/s cloud
End support platform, c/s client check platform；The flow process of described Data Analysis Platform is: data quickly introduces module -- data
Automatically -- data manually checks mould to data desk checking module -- data checks module automatically in violation of rules and regulations -- to pretreatment module in violation of rules and regulations
Block -- typical case checks module in violation of rules and regulations -- data check collect statistics module；Described b/s high in the clouds support platform is price check unit
And valency inspection personnel can assist software to carry out price check by client price check, meanwhile, cloud is connected by client software
Support platform, report the up-to-date illegal trend of violation and check experience and inspection method, by high in the clouds support center, the whole province is converged
Total price check experience is collected and is analyzed, and targetedly formulates new price check model, then is divided by cloud platform
Enjoy in the client price check software in the whole province's each price check unit and inspection personnel's handss, realize price check model
Share；Described c/s client checks that platform adopts the modes such as analysis model semantic layer is self-defined, represents model is self-defined, by sea
Amount data processing is analyzed with mass data and is separated with process model, analysis model, represents model, using distributed computing technology,
Improve the treatment effeciency of mass data, meet the calculating disposal ability of portable equipment simultaneously.
Described data quickly introduces module and imports to sql server with the speed high speed of 4000-12000 bar record per second
In data base；The nonstandard unit data of the automatic pretreatment module adjust automatically of described data makes the coded format of unit data accord with
Compound valency check criteria coded format requires；Described data desk checking module be manually in quick Inspection Unit reported data not
The critical data such as the project code of specification, project name and charge unit；Described data checks that module is divided automatically automatically in violation of rules and regulations
Separate out normal unit data, exceeded unit data and the unit data from project verification；Described data manually checks in violation of rules and regulations as adopting
With multiple detection methods such as cross-check, item association inspection, project publicity inspections, validity checking is carried out to unit data；Institute
State typical case and check that module is the mutual relation between analysis charging item in violation of rules and regulations, find out illegal item；Described data check is converged
Total statistics can be automatically separated out normal unit data, exceeded unit data and the unit data from project verification.
Described b/s high in the clouds support platform is built using saas pattern (software is service mode), supports center by high in the clouds
Support the whole province's price check application.
Described c/s client checks that platform adopts bi know-why, build constantly open-ended various data processing,
In violation of rules and regulations analyze, collect represents model, thus realize software itself can be inter-trade high cover, the illegal inspection in violation of rules and regulations of high depth price
Look into.
Described Data Analysis Platform, can be by the magnanimity being reported by verification certificate position price number by the process of above-mentioned 7 step flow processs
According in all violations, unlawful data detected comprehensively, and classified statistic user need summary information, people is greatly lowered
The difficulty of work price check, inspection efficiency of improving price.
Referring to Fig. 5, the present invention in data processing link, mainly to from the packet that unit is extracted carry out data in advance from
Reason, pretreated result enters each interim table and is preserved.Because the data that commensurate does not extract possesses difference,
In order to improve system processing speed, improve the degree of accuracy of data prediction, stardust science and technology is for the data prediction ring of this software
Section provides the set-up function of self-defined pretreatment condition.
User, before using preprocessing function, can extract the work of the feature customized pretreatment of packet for unit
Content and working condition, thus reducing system pretreatment work amount or improving pretreatment work precision.
Referring to Fig. 6, the present invention is by comparing in data check link, system master function to be processed.In order to carry
The accuracy of high comparing, the process time of control system comparison simultaneously, stardust science and technology is directed to this software design comparison condition
Custom feature,
In this function, user can choose whether to enable thesaurus, if enables accurately mate and fuzzy matching etc.
Function choosing-item, thus the comparison accuracy of decision systems and comparison efficiency.Generally, under the support not having thesaurus, coupling effect
Rate can be higher, but precision is poor, and after opening thesaurus, precision reaches highest, but efficiency is subject to accurately mate and fuzzy
The impact joined, uses " like " sentence that database retrieval efficiency will be greatly reduced, use "=" sentence, database retrieval efficiency is
High.
Referring to Fig. 7, the present invention analyzes link in collect statistics, and user generally requires fixed by flexile condition setting
Certain record in position or certain batch record, thus the retrieval obtaining oneself wanting is detailed.Stardust science and technology provides for this project and collects
Statistical analysiss condition custom feature.User, can be obtained thus carrying out range retrieval in data with sets itself search condition
More accurately retrieve record set.
Except carrying out condition setting before statistical analysiss, reduce outside range of search, stardust science and technology also provides for this project
Form can be stored as xml formatted file by form store function, thus forming form section, when construction condition is identical, directly
Connect the information extracted in xml to be represented, thus reduce and accessing data base and data base caused access with pressure because frequent, from
From the perspective of family uses, what this way also improved form represents efficiency, makes the user can not to the retrieval of historical data
Directly obtain the form section retrieved by the statistical analysiss of data base.
Although an embodiment of the present invention has been shown and described, for the ordinary skill in the art, permissible
Understand and can carry out multiple changes, modification, replacement to these embodiments without departing from the principles and spirit of the present invention
And modification, the scope of the present invention be defined by the appended.
Claims (10)
1. cloud sword price enforce the law portable big data analysis system it is characterised in that: it comprises Data Analysis Platform, b/s high in the clouds
Support platform, c/s client check platform；
The flow process of described Data Analysis Platform is: data quickly introduces module -- the automatic pretreatment module of data -- the artificial school of data
-- data checks that -- data manually checks that module -- typical case checks module in violation of rules and regulations -- is examined by data to module in violation of rules and regulations automatically in violation of rules and regulations to test module
Look into collect statistics module；
Described b/s high in the clouds support platform is price check unit and valency inspection personnel can assist software to enter by client price check
Row price check, meanwhile, connects cloud by client software and supports platform, report the up-to-date illegal trend of violation and check warp
Test and inspection method, collected and analyzed by the price check experience that high in the clouds support center is collected to the whole province, and targetedly
Formulate new price check model, then the client in the whole province's each price check unit and inspection personnel's handss is shared by cloud platform
In the price check software of end, realize sharing of price check model；
Described c/s client checks that platform adopts the modes such as analysis model semantic layer is self-defined, represents model is self-defined, by magnanimity
Data processing is analyzed with mass data and is separated with process model, analysis model, represents model, using distributed computing technology, carries
The treatment effeciency of high mass data, meets the calculating disposal ability of portable equipment simultaneously.
2. cloud sword price according to claim 1 enforce the law portable big data analysis system it is characterised in that: described data
Quickly introduce module to import in sqlserver data base with the speed high speed of 4000-12000 bar record per second.
3. cloud sword price according to claim 1 enforce the law portable big data analysis system it is characterised in that: described data
Automatically the nonstandard unit data of pretreatment module adjust automatically makes the coded format of unit data meet price check standard volume
Code call format.
4. cloud sword price according to claim 1 enforce the law portable big data analysis system it is characterised in that: described data
Desk checking module is nonstandard project code, project name and charge unit etc. in manually quick Inspection Unit reported data
Critical data.
5. cloud sword price according to claim 1 enforce the law portable big data analysis system it is characterised in that: described data
Automatically check that module is automatically separated out normal unit data, exceeded unit data and the unit data from project verification in violation of rules and regulations.
6. cloud sword price according to claim 1 enforce the law portable big data analysis system it is characterised in that: described data
Artificial inspection in violation of rules and regulations is to unit data using multiple detection methods such as cross-check, item association inspection, project publicity inspections
Carry out validity checking.
7. cloud sword price according to claim 1 enforce the law portable big data analysis system it is characterised in that: described typical case
Check that module is the mutual relation between analysis charging item in violation of rules and regulations, find out illegal item.
8. cloud sword price according to claim 1 enforce the law portable big data analysis system it is characterised in that: described data
Check that collect statistics can be automatically separated out normal unit data, exceeded unit data and the unit data from project verification.
9. cloud sword price according to claim 1 enforce the law portable big data analysis system it is characterised in that: described b/s
High in the clouds support platform is built using saas pattern, supports the price check application of central supported the whole province by high in the clouds.
10. cloud sword price according to claim 1 enforce the law portable big data analysis system it is characterised in that: described c/s
Client checks that platform adopts bi know-why, builds constantly open-ended various data processing, analyzes in violation of rules and regulations, collects and represent mould
Type, realize software itself can be inter-trade high cover, the illegal inspection in violation of rules and regulations of high depth price.
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| Application Number | Priority Date | Filing Date | Title |
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| CN201610798037.2A CN106372947A (en) | 2016-08-31 | 2016-08-31 | Portable Yunjian price execution big data analysis system |
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| Application Number | Priority Date | Filing Date | Title |
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| CN201610798037.2A CN106372947A (en) | 2016-08-31 | 2016-08-31 | Portable Yunjian price execution big data analysis system |
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ID=57899228
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| CN201610798037.2A Pending CN106372947A (en) | 2016-08-31 | 2016-08-31 | Portable Yunjian price execution big data analysis system |
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Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN108154917A (en) * | 2017-12-27 | 2018-06-12 | 广州水木星尘信息科技有限公司 | The analysis method and system that medical industry is charged in violation of rules and regulations |
| CN109523446A (en) * | 2018-10-19 | 2019-03-26 | 北京北大软件工程股份有限公司 | A kind of big data processing analysis system towards price field |
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| KR20060086658A (en) * | 2005-01-27 | 2006-08-01 | (주)노트밸리 | Electronic commerce system connected with price comparison and method for sharing information among shopping mall systems |
| CN102013068A (en) * | 2010-08-13 | 2011-04-13 | 深圳市科陆电子科技股份有限公司 | Routing inspection method for commodity price supervision |
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| CN108154917A (en) * | 2017-12-27 | 2018-06-12 | 广州水木星尘信息科技有限公司 | The analysis method and system that medical industry is charged in violation of rules and regulations |
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