DocumentCode
2195124
Title
i-Analyst: An Agent-Based Distributed Data Mining Platform
Author
Moemeng, Chayapol ; Zhu, Xinhua ; Cao, Longbing ; Jiahang, Chen
Author_Institution
Quantum Comput. & Intell. Syst., Univ. of Technol., Sydney, NSW, Australia
fYear
2010
fDate
13-13 Dec. 2010
Firstpage
1404
Lastpage
1406
Abstract
User-friendliness and performance are important properties of data mining and analysis tools. In this demo, we introduced an agent-based distributed data mining platform that allows users to manage and share the data-mining-related resources conveniently. Furthermore, the platform employs agents for workflow enactment in which the performance is improved with agent abilities. We also present an example to illustrate how the platform works in distributed environment. The performance is relatively competitive with non-agent approach when data is highly distributed and large.
Keywords
data analysis; data mining; distributed processing; human computer interaction; multi-agent systems; data analysis; distributed data mining; multi-agent system; user friendliness; workflow enactment; data mining; multi-agent system; software package;
fLanguage
English
Publisher
ieee
Conference_Titel
Data Mining Workshops (ICDMW), 2010 IEEE International Conference on
Conference_Location
Sydney, NSW
Print_ISBN
978-1-4244-9244-2
Electronic_ISBN
978-0-7695-4257-7
Type
conf
DOI
10.1109/ICDMW.2010.69
Filename
5693463
Link To Document