Title :
Based on Multi-Agent 3-layer data cleaning system model design
Author :
Zhang, Ping ; Dang, Xuan-Ju ; Hao, Chen
Author_Institution :
Sch. of Electron. Eng. & Control, Guilin Univ. of Electron. Technol., Guilin, China
Abstract :
For some inefficiencies and non-intelligence in the traditional model of data cleaning, this paper designs a 3-layer data cleaning system model based on Multi-Agent, and discusses the running process of this model. The model compensates the limitation and deficiencies; moreover, to a great extent it improves the capabilities of intelligence and efficiency, and reduces the participation by people.
Keywords :
database management systems; multi-agent systems; security of data; 3 layer data cleaning system model design; multiagent system; Approximately Duplicated Records; Data cleaning; KQML; Multi-Agent;
Conference_Titel :
Intelligent Computing and Integrated Systems (ICISS), 2010 International Conference on
Conference_Location :
Guilin
Print_ISBN :
978-1-4244-6834-8
DOI :
10.1109/ICISS.2010.5655308
