CN106354794A - Data analysis and processing system - Google Patents
Data analysis and processing system Download PDFInfo
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- CN106354794A CN106354794A CN201610726853.2A CN201610726853A CN106354794A CN 106354794 A CN106354794 A CN 106354794A CN 201610726853 A CN201610726853 A CN 201610726853A CN 106354794 A CN106354794 A CN 106354794A
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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
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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
- G06F16/25—Integrating or interfacing systems involving database management systems
- G06F16/254—Extract, transform and load [ETL] procedures, e.g. ETL data flows in data warehouses
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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
- G06F16/28—Databases characterised by their database models, e.g. relational or object models
- G06F16/282—Hierarchical databases, e.g. IMS, LDAP data stores or Lotus Notes
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- Computational Linguistics (AREA)
- Management, Administration, Business Operations System, And Electronic Commerce (AREA)
- Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
Abstract
The invention discloses a data analysis and processing system, comprising an information system, a data mining application server and an industry client, wherein the information system is used to collect and process an industry data for user presets and access to the system via bus; the data mining application server is used for data extraction, conversion and loading of the industry data preset by the user, and the data mining result is imported into anindustry client; the industry client is used to provide the user with the final data after an analysis and processing and for the extraction of customer. When the data analysis and processing system is used, the user can preset a different industry data according to own needs, such as bank data, gene sequence, financial control and so on., the data mining application server should be targeted analysis and processing according to the preset conditions of the user, the structure is simple, the purpose is clear and the efficiency is high.
Description
The present invention relates to a kind of processing system, in more detail, it is related to a kind of Data Analysis Services system.
Background technology
Data processing 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, the analyzing and processing of data can help people to judge, to take appropriate action.Data is divided
Analysis process Fundamentals of Mathematics 20th century early stage just establish, but until the appearance of computer just makes practical operation become can
Can, and data analysiss are promoted.Data analysiss are the products 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 current Data Analysis Services problems faced is that data volume is big, multiple structural forms and real-time will
Ask, these problems increased data analysiss and integrate difficult, the architecture design complex structure of conventional data analysis processing system, effect
Rate is low, specific aim is not strong.
Content of the invention
The purpose of the present invention is to overcome the deficiencies in the prior art, provides a kind of Data Analysis Services system, this system
Specific aim collection and integration can be carried out to data, structure is simple, purposiveness is strong.
A kind of Data Analysis Services system, including information system, data mining application server and industry customer 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
Excavate application server to be used for carrying out data pick-up, conversion and loading for the default industry data of user, and data is dug
Pick result imports industry customer end；Data mining application server includes heuristic data warehouse, data mining algorithm storehouse, model library
And Component Gallery；Described heuristic data warehouse is used for reading and storing the data in information system；Described model library is used for storing respectively
Plant computation model and algorithmic formula；Described Component Gallery be used for store different industries client divide data, customer churn data and
Consumer product data；Described data mining algorithm storehouse is used for the information logarithm according to model library, heuristic data warehouse and Component Gallery
According to carry out excavate calculate and by result of calculation import industry customer end.Described industry customer end is used for providing the user analyzing and processing
Final data afterwards.User can preset different industry data according to their needs, such as bank data, gene order, finance
Control etc., data mining application server carries out specific aim analyzing and processing further according to the pre-conditioned of user, and structure is simple, purpose
Clearly, efficiency high；In addition, data mining algorithm storehouse adopt statistical analysiss, decision tree, rough set, fuzzy set, based on example
The mass data that the data digging methods such as reason, neutral net are concentrated to information data is analyzed, processes, reasoning, prediction, final
The condition being set according to user, realizes the automatic push of optimal case.
Further, described information system includes management information system, enterprise resource planning, customer relation management system
System and e-commerce system；Management information system, enterprise resource planning, CRM system and e-commerce system
The heuristic data warehouse of described data mining application server is all transferred data to by bus.
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.
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 Analysis Services system, including information system, data mining application service
Device and industry customer end；Information system is used for collecting and process the industry data of user preset condition, and should by bus access
In system；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；Industry customer end is used for the final data after providing the user analyzing and processing.
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, model library and assembly
Storehouse；Industry customer end 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；Model library is used for storing various computation models and algorithmic formula；Component Gallery is used for storing
The client of different industries divides data, customer churn data and consumer product data；Mining algorithm storehouse is used for according to model
The information in storehouse, Component Gallery and heuristic data warehouse carries out to data excavating calculating and result of calculation being imported industry customer end；Know
Know storage end to be used for receiving the data of described data mining algorithm storehouse importing and storing；Industry customer end is used for reading Knowledge Storage
The data at end simultaneously supplies 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 (3)
1. a kind of Data Analysis Services system is it is characterised in that include 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 dress for the default industry data of user
Carry, and data mining results are imported industry customer end；Data mining application server includes heuristic data warehouse, data mining
Algorithms library, model library and Component Gallery；Described heuristic data warehouse is used for reading and storing the data in information system；Described model
Storehouse is used for storing various computation models and algorithmic formula；The client that described Component Gallery is used for storing different industries divides data, visitor
Family loss data and consumer product data；Described data mining algorithm storehouse is used for according to model library, heuristic data warehouse and assembly
The information in storehouse carries out to data excavating calculating and result of calculation being imported industry customer end；
Described industry customer end is used for the final data after providing the user analyzing and processing.
2. a kind of Data Analysis Services system according to claim 1 is it is characterised in that described information system includes managing
Information system, enterprise resource planning, CRM system and e-commerce system；Management information system, enterprise's money
Source planning system, CRM system and e-commerce system all transfer data to described data mining by bus should
Heuristic data warehouse with server.
3. a kind of Data Analysis Services system according to claim 1 is it is characterised in that described industry customer end includes visitor
Family 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 |
|---|---|---|---|
| CN201610726853.2A CN106354794A (en) | 2016-08-26 | 2016-08-26 | Data analysis and processing system |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201610726853.2A CN106354794A (en) | 2016-08-26 | 2016-08-26 | Data analysis and processing system |
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| Publication Number | Publication Date |
|---|---|
| CN106354794A true CN106354794A (en) | 2017-01-25 |
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| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201610726853.2A Pending CN106354794A (en) | 2016-08-26 | 2016-08-26 | Data analysis and processing system |
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Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| 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 |
| CN113609204A (en) * | 2021-09-30 | 2021-11-05 | 深圳前海环融联易信息科技服务有限公司 | Data association characteristic analysis method, device, equipment and medium |
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| CN102034152A (en) * | 2010-12-13 | 2011-04-27 | 东莞市高鑫机电科技服务有限公司 | SOA (Service Oriented Architecture) based heterogeneous software system data integration method and system |
| CN104091199A (en) * | 2014-05-30 | 2014-10-08 | 孙军 | Neural network system for urban intelligent business planning |
| CN104915456A (en) * | 2015-07-03 | 2015-09-16 | 宁夏隆基宁光仪表有限公司 | Mass power utilization data mining method on the basis of data analysis system |
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2016
- 2016-08-26 CN CN201610726853.2A patent/CN106354794A/en active Pending
Patent Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN101086782A (en) * | 2007-07-13 | 2007-12-12 | 南京财经大学 | Public platform of collaborative electronic commercial system oriented to business service |
| CN102034152A (en) * | 2010-12-13 | 2011-04-27 | 东莞市高鑫机电科技服务有限公司 | SOA (Service Oriented Architecture) based heterogeneous software system data integration method and system |
| CN104091199A (en) * | 2014-05-30 | 2014-10-08 | 孙军 | Neural network system for urban intelligent business planning |
| CN104915456A (en) * | 2015-07-03 | 2015-09-16 | 宁夏隆基宁光仪表有限公司 | Mass power utilization data mining method on the basis of data analysis system |
Cited By (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| 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 |
| CN113609204A (en) * | 2021-09-30 | 2021-11-05 | 深圳前海环融联易信息科技服务有限公司 | Data association characteristic analysis method, device, equipment and medium |
| CN113609204B (en) * | 2021-09-30 | 2021-12-24 | 深圳前海环融联易信息科技服务有限公司 | Data association characteristic analysis method, device, equipment and medium |
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Application publication date: 20170125 |