Big data mining system

A data mining and big data technology, applied in the field of data processing, can solve problems such as leakage of user privacy information, achieve high management efficiency, improve storage performance, and ensure effectiveness

Active Publication Date: 2018-01-12
北京海融兴通信息安全技术有限公司
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Problems solved by technology

And the existing data mining system may lead to leakage of user privacy information

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  • Big data mining system

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Embodiment Construction

[0040] The present invention will be described in further detail below in conjunction with the accompanying drawings.

[0041] Such as figure 1 As shown, a kind of big data mining system described in the present invention includes big data storage module, data extraction module, data inspection module, data mining module, result verification module, data reporting module and log module;

[0042] The data extraction module is used to extract data sets that meet user needs from the big data storage module through regression statistical analysis according to user needs, and send the data sets to the data inspection module;

[0043] The data checking module is used to check the data set according to user needs, and filter the data set to remove wrong or inconsistent data in the data set, and the filtered valid data constitutes a valid data set, and sends the valid data set to the data mining module ;

[0044] The data mining module is used to mine and analyze the valid data set ...

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Abstract

The invention relates to a big data mining system which comprises a big data storing module, a data extracting module, a data checking module, a data mining module, a result verifying module, a data reporting module and a log module. The data extracting module extracts a data set meeting user requirements from the big data storing module and sends the data set to the data checking module. The datachecking module checks the integrity of the data set, filters the data set, removes wrong or inconsistent data in the data set to ensure the effectiveness of the effective data set and sends the filtered effective data set to the data mining module. The data mining module mines and analyzes the effective data set by means of various mining algorithms, the big data mining accuracy can be improved,and user private information can be protected from leakage. The result verifying module verifies the accuracy of the data mining result. The data reporting module generates a data report according tothe data mining result. The log module records the log data generated in the data mining process.

Description

technical field [0001] The invention relates to the technical field of data processing, in particular to a big data mining system. Background technique [0002] Data mining refers to extracting potential, effective, novel and useful patterns or information from a large amount of noisy and random data for decision makers to make corresponding decisions. In recent years, with the rapid development of network technology and the continuous growth of massive data, data mining has attracted great attention from the information industry, and the demand for diversified and personalized data mining has become stronger and stronger. There is an urgent need to convert these data into useful information and knowledge. [0003] At present, the research on data mining mainly focuses on improving mining algorithms and methods, but how to extract useful information from large amounts of data and obtain effective data mining results is still an urgent problem to be solved. And the existing...

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F17/30
Inventor 白云飞
Owner 北京海融兴通信息安全技术有限公司
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