Data tapping system based on Wcb and control method thereof

A data mining and control method technology, applied in the direction of electrical digital data processing, special data processing applications, instruments, etc., can solve the problems that non-senior professionals are difficult to understand, large data volume mining analysis is difficult to support, and inconvenient to use. , to achieve the effect of facilitating the mining process, convenient and intelligent interactive functions

Inactive Publication Date: 2007-06-06
章毅 +1
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  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

But it also has certain defects and needs to be improved.
The shortcomings of Weka are as follows: 1. It requires users to install software and related hardware, which is inconvenient to use; 2. It is only a research prototype system, which is difficult to support the mining and analysis of large amounts of data; 3. Weka displays the mining in the form of text As a result, it is difficult for non-senior professionals to understand

Method used

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  • Data tapping system based on Wcb and control method thereof
  • Data tapping system based on Wcb and control method thereof
  • Data tapping system based on Wcb and control method thereof

Examples

Experimental program
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specific Embodiment

[0137] Some functional requirements of the Web-based data mining system provided by the present invention are as follows:

[0138] System input: waiting for mining source data

[0139] System output: display of mining results (text reports, graphical results, etc.)

[0140] Functional requirements (as shown in Figure 6):

[0141] (1) Identity verification function;

[0142] (2) Unified data management;

[0143] (3) Data visualization function;

[0144] (4) Data preprocessing function;

[0145] (5) Data mining function;

[0146] (6) Result interpretation function;

[0147] (7) Intelligent interactive function.

[0148] Performance requirements: processing massive data, high computational complexity.

[0149] Operation requirements: It is mainly composed of a data display program in the foreground and a data calculation program in the background. The system can automatically start and end regularly, and can realize the functions of automatic re-opening and automatic recovery i...

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Abstract

The invention opens a data mining system based on Web, which mainly includes EJB server, Web server and database etc. The EJB server provides the interface between Web server and EJB layer, and implemented various data mining algorithms for different data and data mining tasks. The Web layer provides a user interactive interface to receive user inputs and display results of data mining and analysis. The system consists of several modules: authentication module, initialization module, data connection module, data visualization module, data pre-processing module, mining module, mining data indication module. The system provides on-line internet based data mining and result analysis services.

Description

Technical field [0001] The invention relates to the technical field of data mining, in particular to a Web-based data mining system and a control method thereof. Background technique [0002] Data mining, in short, is the process of extracting information and knowledge hidden in it that people do not know in advance but may be useful from a large amount of incomplete practical application data. With the development of computer hardware technology and the development of various databases, more data is collected in computers at an unprecedented speed, the amount and complexity of which far exceed human analysis capabilities. Because of the lack of effective tools to discover potential rules and information, human beings have fallen into an awkward situation where "rich data" and "poor knowledge" coexist. In this way, some important decisions are often not based on the massive data collected, but based on the intuition of the decision maker. Therefore, people hope that computers can...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F17/30
Inventor 章毅张磊罗文静乔磊晏华
Owner 章毅
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