Title :
Multi-agent technology for distributed data mining and classification
Author :
Gorodetsky, Vladimir ; Karsaeyv, Oleg ; Samoilov, Vladimir
Author_Institution :
SPIIRAS, St. Petersburg, Russia
Abstract :
The core problem of multi-agent distributed data mining technology not concern particular data mining techniques although the latter is now paid the most attention. Its core problem concerns collaborative work of distributed software in design of multi-agent system destined for distributed data mining and classification. The paper presents the developed and implemented distributed data mining technology, architecture of the multi-agent software tool supporting this technology and demonstrates the key protocols used by agents in collaborative design of an applied multi-agent distributed data mining system.
Keywords :
data mining; decision support systems; distributed processing; information retrieval; multi-agent systems; DDM protocol; collaborative design; collaborative work; distributed classification; distributed data mining; distributed software; multiagent software architecture; multiagent system0; multiagent technology; Collaborative software; Collaborative tools; Collaborative work; Computer architecture; Data mining; Multiagent systems; Paper technology; Protocols; Software design; Software tools;
Conference_Titel :
Intelligent Agent Technology, 2003. IAT 2003. IEEE/WIC International Conference on
Print_ISBN :
0-7695-1931-8
DOI :
10.1109/IAT.2003.1241116