Construction of Data Mining Platform in Cloud Computing Environment

DOI

10.2991/pntim-19.2019.97How to use a DOI?

Keywords

Cloud Computing; Data Mining; Platform Construction; Mining Strategy

Abstract

In order to solve the problem of low accuracy of data mining in traditional data mining platforms, the construction of data mining platform in the cloud computing environment is proposed. Based on the data mining platform architecture design in the cloud computing environment, and the data collection and scheduling center design, completed the hardware design of the data mining platform in the cloud computing environment; Relying on the cloud strategy design of data mining and the parallel design of mining algorithm, the software design of the data mining platform in the cloud computing environment is realized and the construction of the data mining platform in the cloud computing environment is completed. Experimental data show that the proposed data mining platform, compared with the traditional mining platform, improves the mining accuracy by 47.29%, which is suitable for data mining in the cloud computing environment.

Copyright

© 2019, the Authors. Published by Atlantis Press.

Open Access

This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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TY  - CONF
AU  - Yu Wenwu
AU  - Li Nan
AU  - Wei Dan
AU  - Xu Peng
PY  - 2019/11
DA  - 2019/11
TI  - Construction of Data Mining Platform in Cloud Computing Environment
BT  - Proceedings of the 2019 International Conference on Precision Machining, Non-Traditional Machining and Intelligent Manufacturing (PNTIM 2019)
PB  - Atlantis Press
SP  - 472
EP  - 478
SN  - 2589-4943
UR  - https://doi.org/10.2991/pntim-19.2019.97
DO  - 10.2991/pntim-19.2019.97
ID  - Wenwu2019/11
ER  -