CN106339451A - Data mining system based on large data - Google Patents
Data mining system based on large data Download PDFInfo
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- CN106339451A CN106339451A CN201610726832.0A CN201610726832A CN106339451A CN 106339451 A CN106339451 A CN 106339451A CN 201610726832 A CN201610726832 A CN 201610726832A CN 106339451 A CN106339451 A CN 106339451A
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
- G06F16/24—Querying
- G06F16/245—Query processing
- G06F16/2458—Special types of queries, e.g. statistical queries, fuzzy queries or distributed queries
- G06F16/2465—Query processing support for facilitating data mining operations in structured databases
Abstract
The invention discloses a data mining system based on large data. The data mining system based on the large data comprises an information system, a data mining application server and an industry client; the information system is used for collecting and processing industry data of user preset conditions, and accessing the processed industry data into the system through a bus; the data mining application server is used for extracting, converting and loading the industry data preset for a user, and leading data mining results into the industry client; the industry client is used for providing analyzed and processed final data to the user to be extracted by the user. When the data mining system based on the large data is used, the user can preset different industry data such as bank data, gene sequences and financial control according to own needs, and the data mining application server carries out targeted analysis and processing according to the preset conditions of the user. The data mining system based on the large data is simple in structure, clear in purpose and high in efficiency.
Description
The present invention relates to a kind of data digging system, in more detail, it is related to the data digging system based on big data.
Background technology
Data mining refers to be analyzed and summarized to collecting the mass data come with suitable statistical analysis technique, and extraction has
With information with form conclusion and the process to data in addition research and summary in detail.This process is also quality management system
Support process.In practicality, data mining can help people to judge, to take appropriate action.The number of data mining
Learn basis just to establish in early stage in 20th century, but until the appearance of computer just makes practical operation be possibly realized, and make total
Promoted according to excavation.Data mining is the product that mathematical and computer sciences combine.
The diversified formation of data mainly has both sides reason: one is that Data Source is many, has search engine, social network
Network, message registration, sensor etc.；Two is that data form is many, has structured data, semi structured data and non-structural data.According to phase
Close data statisticss, each second, people sent 290 envelope Emails；Amazon processes 72.9 orders；People per minute are in you
Tube uploads the video of 20 hours；Monthly people browse 700,000,000,000 minutes altogether on facebook.
The variations such as the problem of current facing data mining is that data volume is big, multiple structural forms and real-time require,
These problems increased data mining and integrate difficult, and the architecture design complex structure of traditional data mining system, efficiency are low, pin
Not strong to property.
Content of the invention
The purpose of the present invention is to overcome the deficiencies in the prior art, provides a kind of data digging system based on big data, should
System can carry out specific aim collection and integration to data, and structure is simple, purposiveness is strong.
A kind of data digging system based on big data, including information system, data mining application server and industry visitor
Family end；Described information system is used for collecting and process the industry data of user preset condition, and is accessed in this system by bus；
Described data mining application server is used for carrying out data pick-up, conversion and loading for the default industry data of user, and
Data mining results are imported industry customer end；
Described industry customer end is used for the final data after providing the user analyzing and processing.User can preset according to their needs
Different industry data, such as bank data, gene order, Financial Control etc., data mining application server is further according to user's
Pre-conditioned carry out specific aim analyzing and processing, structure is simple, motivated, efficiency high.
Further, described information system includes management information system, enterprise resource planning, customer relation management system
System and e-commerce system.
Further, described data mining application server includes heuristic data warehouse, data mining algorithm storehouse and model
Storehouse；Described heuristic data warehouse is used for reading described management information system, enterprise resource planning, CRM system
With the data in e-commerce system；Described data mining algorithm storehouse is used for the information pair according to model library and heuristic data warehouse
Data carries out excavating calculating and result of calculation being imported industry customer end.Data mining algorithm storehouse adopt statistical analysiss, decision tree,
The data digging methods such as rough set, fuzzy set, the reason based on example, neutral net are carried out to the mass data that information data is concentrated
Analysis, process, reasoning, prediction, the final condition being set according to user, realize the automatic push of optimal case.
Further, described industry customer end includes Client application end and Knowledge Storage end；Described Knowledge Storage end is used for
Receive the data of described data mining algorithm storehouse importing and store；Described industry customer end is used for reading the data at Knowledge Storage end
And supply customer inquiries.User passes through the inquiry of Client application end and extracts data, and Knowledge Storage end is used for storing data and realizing data
Update, inquire up-to-date information at any time for client.
The beneficial effects of the present invention is: user can preset different industry data, data mining according to their needs
Application server carries out specific aim analyzing and processing further according to the pre-conditioned of user, and structure is simple, motivated, efficiency high；Number
Adopt the data mining such as statistical analysiss, decision tree, rough set, fuzzy set, the reason based on example, neutral net according to mining algorithm storehouse
The mass data that method is concentrated to information data is analyzed, processes, reasoning, prediction, the final condition being set according to user, real
The automatic push of existing optimal case.
Brief description
Accompanying drawing described herein is used for providing the embodiment of the present invention is further understood, and constitutes of the application
Point, do not constitute the restriction to the embodiment of the present invention.In the accompanying drawings:
Fig. 1 is the structural representation of the present invention.
Specific embodiment
For making the object, technical solutions and advantages of the present invention become more apparent, with reference to embodiment and accompanying drawing, to this
Invention is described in further detail, and the exemplary embodiment of the present invention and its explanation are only used for explaining the present invention, do not make
For limitation of the invention.
Embodiment 1
As shown in figure 1, the present embodiment provides a kind of data digging system based on big data, including information system, data mining
Application server and industry customer end；Information system is used for collecting and process the industry data of user preset condition, and by total
Line accesses in this system；Data mining application server is used for carrying out data pick-up, turning for the default industry data of user
Change and load, and data mining results are imported industry customer end；After industry customer end is used for providing the user analyzing and processing
Final data.
In the present embodiment, information system includes management information system, enterprise resource planning, CRM system
And e-commerce system；Data mining application server includes heuristic data warehouse, data mining algorithm storehouse and model library；Industry
Client includes Client application end and Knowledge Storage end.
Heuristic data warehouse is used for reading described management information system, enterprise resource planning, customer relation management system
Data in system and e-commerce system；Data mining algorithm storehouse is used for the information logarithm according to model library and heuristic data warehouse
According to carry out excavate calculate and by result of calculation import industry customer end；Knowledge Storage end is used for receiving described data mining algorithm storehouse
The data of importing simultaneously stores；Industry customer end is used for reading the data at Knowledge Storage end and supplying customer inquiries.
Above-described specific embodiment, has been carried out to the purpose of the present invention, technical scheme and beneficial effect further
Describe in detail, be should be understood that the specific embodiment that the foregoing is only the present invention, be not intended to limit the present invention
Protection domain, all any modification, equivalent substitution and improvement within the spirit and principles in the present invention, done etc., all should comprise
Within protection scope of the present invention.
Claims (4)
1. the data digging system based on big data is it is characterised in that include information system, data mining application server and row
Industry client；
Described information system is used for collecting and process the industry data of user preset condition, and is accessed in this system by bus；
Described data mining application server is used for carrying out data pick-up, conversion and dress for the default industry data of user
Carry, and data mining results are imported industry customer end；
Described industry customer end is used for the final data after providing the user analyzing and processing.
2. the data digging system based on big data according to claim 1 is it is characterised in that described information system includes
Management information system, enterprise resource planning, CRM system and e-commerce system.
3. the data digging system based on big data according to claim 2 is it is characterised in that described data mining is applied
Server includes heuristic data warehouse, data mining algorithm storehouse and model library；
Described heuristic data warehouse is used for reading described management information system, enterprise resource planning, customer relation management system
Data in system and e-commerce system；
Described data mining algorithm storehouse is used for data being carried out excavate according to the information in model library and heuristic data warehouse calculating simultaneously
Result of calculation is imported industry customer end.
4. the data digging system based on big data according to claim 1 is it is characterised in that described industry customer end is wrapped
Include Client application end and Knowledge Storage end；
Described Knowledge Storage end is used for receiving the data of described data mining algorithm storehouse importing and storing；
Described industry customer end is used for reading the data at Knowledge Storage end and supplying customer inquiries.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201610726832.0A CN106339451A (en) | 2016-08-26 | 2016-08-26 | Data mining system based on large data |
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| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201610726832.0A CN106339451A (en) | 2016-08-26 | 2016-08-26 | Data mining system based on large data |
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| CN106339451A true CN106339451A (en) | 2017-01-18 |
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| CN201610726832.0A Pending CN106339451A (en) | 2016-08-26 | 2016-08-26 | Data mining system based on large data |
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Cited By (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN107145587A (en) * | 2017-05-11 | 2017-09-08 | 成都四方伟业软件股份有限公司 | A kind of anti-fake system of medical insurance excavated based on big data |
| CN107169110A (en) * | 2017-05-19 | 2017-09-15 | 肇庆市智高电机有限公司 | A kind of big data collection method and system based on cloud service |
| CN108376162A (en) * | 2018-02-22 | 2018-08-07 | 北京百度网讯科技有限公司 | Method and apparatus for pushed information |
| WO2019028618A1 (en) * | 2017-08-07 | 2019-02-14 | 深圳益强信息科技有限公司 | Big data-based trademark value evaluation method and system |
| CN109408698A (en) * | 2018-10-31 | 2019-03-01 | 辽宁工程技术大学 | System and application method are supported in intelligent financial report based on data mining technology |
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| Publication number | Priority date | Publication date | Assignee | Title |
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| CN103279863A (en) * | 2013-06-08 | 2013-09-04 | 北京创腾科技有限公司 | Automatic generation method and system of report file |
| CN105677768A (en) * | 2015-12-30 | 2016-06-15 | 芜湖乐锐思信息咨询有限公司 | Networked classification analysis system based on complex products |
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Patent Citations (2)
| Publication number | Priority date | Publication date | Assignee | Title |
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| CN103279863A (en) * | 2013-06-08 | 2013-09-04 | 北京创腾科技有限公司 | Automatic generation method and system of report file |
| CN105677768A (en) * | 2015-12-30 | 2016-06-15 | 芜湖乐锐思信息咨询有限公司 | Networked classification analysis system based on complex products |
Cited By (6)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN107145587A (en) * | 2017-05-11 | 2017-09-08 | 成都四方伟业软件股份有限公司 | A kind of anti-fake system of medical insurance excavated based on big data |
| CN107169110A (en) * | 2017-05-19 | 2017-09-15 | 肇庆市智高电机有限公司 | A kind of big data collection method and system based on cloud service |
| WO2019028618A1 (en) * | 2017-08-07 | 2019-02-14 | 深圳益强信息科技有限公司 | Big data-based trademark value evaluation method and system |
| CN108376162A (en) * | 2018-02-22 | 2018-08-07 | 北京百度网讯科技有限公司 | Method and apparatus for pushed information |
| CN109408698A (en) * | 2018-10-31 | 2019-03-01 | 辽宁工程技术大学 | System and application method are supported in intelligent financial report based on data mining technology |
| CN109408698B (en) * | 2018-10-31 | 2022-01-14 | 辽宁工程技术大学 | Intelligent financial report support system based on data mining technology and use method |
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Application publication date: 20170118 |