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
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;
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
DOI :
10.1109/ICDMW.2010.69
