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Big data mining and analyzing method

An analysis method and data analysis technology, applied in the field of big data processing, can solve problems such as waste of time and space, huge candidate sets, etc., achieve obvious effects and improve execution efficiency

Inactive Publication Date: 2015-08-12
CHENGDU BOYNN TECH
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

The disadvantage of the traditional data processing method is that the entire database needs to be scanned multiple times during the execution process, resulting in a huge candidate set, resulting in a waste of time and space

Method used

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Embodiment Construction

[0022] The following and accompanying appendices illustrating the principles of the invention Figure 1 A detailed description of one or more embodiments of the invention is provided together. The invention is described in connection with such embodiments, but the invention is not limited to any embodiment. The scope of the invention is limited only by the claims and the invention encompasses numerous alternatives, modifications and equivalents. In the following description, numerous specific details are set forth in order to provide a thorough understanding of the present invention. These details are provided for the purpose of example and the invention may be practiced according to the claims without some or all of these specific details.

[0023] One aspect of the present invention provides a big data mining analysis method. figure 1 It is a flowchart of a big data mining analysis method according to an embodiment of the present invention. The data analysis and processi...

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Abstract

The invention provides a big data mining and analyzing method. The method includes the steps that firstly, all item sets with a supporting number not lower than a threshold set by a user are found in a database through iteration; then, by means of the item sets obtained through retrieval, a rule meeting the minimum confidence is constructed; MapReduce processing is carried out on an association rule generating process, and an association rule is transplanted to a cloud computation platform and used for data analysis and processing based on cloud computation. In data analysis and processing based on cloud computation, the method can improve execution efficiency of data analysis and processing, and the effect is particularly obvious under the situation of big datasets.

Description

technical field [0001] The invention relates to big data processing, in particular to a big data mining analysis method. Background technique [0002] Cloud computing uses the Internet platform to provide cheap distributed and dynamically scalable computing capabilities. Cloud computing can realize the ideal effect of connecting things and connecting networks. A variety of information sensing devices communicate with each other in the Internet, and the data generated is massive. Therefore, how to quickly and effectively extract useful information from the generated massive big data is very important. The disadvantage of the traditional data processing method is that the entire database needs to be scanned multiple times during the execution process, resulting in a huge candidate set, resulting in a waste of time and space. Contents of the invention [0003] In order to solve the problems existing in the above-mentioned prior art, the present invention proposes a big dat...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F17/30
CPCG06F16/25
Inventor 高爽
Owner CHENGDU BOYNN TECH