Proceedings of the 2015 International Conference on Automation, Mechanical Control and Computational Engineering

Research on the Massive Data Classification Method in Large Scale Computer Information Management

Authors
Yun Huang
Corresponding Author
Yun Huang
Available Online April 2015.
DOI
10.2991/amcce-15.2015.193How to use a DOI?
Keywords
large scale computer information management; massive data; Bayesian belief network; the tacit understanding
Abstract

In the process of the massive data classification in large-scale computer information management system, due to the large amount of data, and included large number of feature data, the correlation of data is reduced, resulting in low efficiency of computer operation. A model for massive data depth classification mining based on belief network is put forward. According to the relation between the probabilities of data in all the data domain, the correlation between knowledge and data domain can be inferred. Through the training sample set find the most suitable Bayesian belief network for the sample data, then according to the possible management structure and the tacit understanding degree between data samples, the optimal solution within data management structure of large scale computer. The experimental results show that, using the improved algorithm for massive data classification processing, can improve the accuracy of classification, and achieve satisfactory results.

Copyright
© 2015, 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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Volume Title
Proceedings of the 2015 International Conference on Automation, Mechanical Control and Computational Engineering
Series
Advances in Intelligent Systems Research
Publication Date
April 2015
ISBN
10.2991/amcce-15.2015.193
ISSN
1951-6851
DOI
10.2991/amcce-15.2015.193How to use a DOI?
Copyright
© 2015, 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/).

Cite this article

TY  - CONF
AU  - Yun Huang
PY  - 2015/04
DA  - 2015/04
TI  - Research on the Massive Data Classification Method in Large Scale Computer Information Management
BT  - Proceedings of the 2015 International Conference on Automation, Mechanical Control and Computational Engineering
PB  - Atlantis Press
SP  - 707
EP  - 711
SN  - 1951-6851
UR  - https://doi.org/10.2991/amcce-15.2015.193
DO  - 10.2991/amcce-15.2015.193
ID  - Huang2015/04
ER  -