Research of Data Mining in Cloud Environment

Hongbo Yu,Yihua Lan,Xingang Zhang,Zhidu Liu,Chao Yin, Changlin Long

IHMSC '13 Proceedings of the 2013 5th International Conference on Intelligent Human-Machine Systems and Cybernetics - Volume 02（2013）

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摘要

This article first introduce the Core Architecture and operational mechanism of cloud computing and HADOOP platform, then put forward the technical architecture of data mining platform Based on HADOOP. After a thorough understanding to the Map Reduce programming pattern, HSPRINT algorithm is realized in the decision tree. At last the effectiveness of the algorithm is verified through experiments.

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关键词

HADOOP platform,HSPRINT algorithm,data mining platform,Core Architecture,Map Reduce programming pattern,cloud computing,decision tree,operational mechanism,technical architecture,thorough understanding,Cloud Environment,Data Mining

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