Title :
Research on Data Preprocessing Technology in Safety Equipment Linkage System
Author :
Xiaorong Cheng ; Hui Liu
Author_Institution :
Sch. of Control & Comput. Eng., North China Electr. Power Univ., Baoding, China
Abstract :
Data preprocessing plays an essential role in the process of safety equipment linkage system, directly influenced the quality and the results of the later analysis and decision-making. This paper describes the process of data preprocessing in detail, and according to the characteristics of the linkage system data, proposes an improved data cleaning method in order to improve the efficiency of data preprocessing. For each log data format is different, using XML language to describe of the log data, which provides a unified interface for safety equipment linkage system data access, and then solve the problem of heterogeneous data.
Keywords :
XML; security of data; XML language; data preprocessing efficiency; data preprocessing technology; extensible markup language; improved data cleaning method; linkage system data characteristics; log data format; safety equipment linkage system; Cleaning; Couplings; Data preprocessing; Databases; Safety; Security; XML; XML; cleaning data; data preprocessing;
Conference_Titel :
Computational and Information Sciences (ICCIS), 2013 Fifth International Conference on
Conference_Location :
Shiyang
DOI :
10.1109/ICCIS.2013.447
