Data Mining and Multi-Agent Integration

by Cao, Longbing

• ISBN13: 9781441905215
• ISBN10: 1441905219
• Edition: 1st
• Format: Hardcover
• Copyright: 2009-08-01
• Publisher: Springer-Verlag New York Inc

Summary

This edited book reports on the state-of-the-art research and development progress in promoting the synergism of two cutting-edge technologies ' agents and data mining. The volume presents the methodologies, algorithms and systems that integrate these two technologies. The text highlights:basic concepts and techniques in agents-data mining interaction and integrationtechniques to build data mining systems from agent perspectives, and the advantages of this approachhow to enhance agents capabilities through data miningefficient and effective ways to integrate agents and data mining techniquescase studies demonstrating the mutual enhancement of the integrationtheoretical and applied problems arising at the cross boundary of multiagent, data mining and KDD technologiesnew problems, challenges, and their impact on the future trends in these areas and in information technology as a whole.