Proceedings of the 2013 International Conference on Information, Business and Education Technology (ICIBET 2013)

Exploration of time-based data pretreat-ment technology

Authors
Jing Wei, Wenqiang Yu
Corresponding Author
Jing Wei
Available Online March 2013.
DOI
10.2991/icibet.2013.188How to use a DOI?
Abstract

Among all the data processed by associ-ated rules in this article, part of them is time data and it is also the key point of the analysis. To facilitate the concept hi-erarchy of the time data, this research brings out the (0, 1) standardized tech-nology for time data normalization and use it to convert time data to numeric data skillfully. Then in the process of time data generalization, this research presets threshold value according to the data attributes, digging task requirement and other actual situation, also applies histogram analytical method of concept hierarchy technology to fine tuning on preset threshold value, then brings out histogram threshold fine tuning technology.

Copyright
© 2013, 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 2013 International Conference on Information, Business and Education Technology (ICIBET 2013)
Series
Advances in Intelligent Systems Research
Publication Date
March 2013
ISBN
978-90-78677-57-4
ISSN
1951-6851
DOI
10.2991/icibet.2013.188How to use a DOI?
Copyright
© 2013, 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  - Jing Wei
AU  - Wenqiang Yu
PY  - 2013/03
DA  - 2013/03
TI  - Exploration of time-based data pretreat-ment technology
BT  - Proceedings of the 2013 International Conference on Information, Business and Education Technology (ICIBET 2013)
PB  - Atlantis Press
SP  - 867
EP  - 870
SN  - 1951-6851
UR  - https://doi.org/10.2991/icibet.2013.188
DO  - 10.2991/icibet.2013.188
ID  - Wei2013/03
ER  -