Buch, Englisch, 206 Seiten, Format (B × H): 163 mm x 243 mm, Gewicht: 472 g
Reihe: Multiagent Systems, Artificial Societies, and Simulated Organizations
Buch, Englisch, 206 Seiten, Format (B × H): 163 mm x 243 mm, Gewicht: 472 g
Reihe: Multiagent Systems, Artificial Societies, and Simulated Organizations
ISBN: 978-0-387-24352-8
Verlag: Springer Us
This book addresses the use of data mining for smarter, more efficient agents, as well as the challenge of generating intelligence from data while transferring it to a separate, possibly autonomous, software entity. Following a brief review of data mining and agent technology fields, the book presents a methodology for developing multi-agent systems, describes available open-source tools, and demonstrates the application of the methodology on three different cases.
Zielgruppe
Research
Autoren/Hrsg.
Fachgebiete
Weitere Infos & Material
Concepts and Techniques.- Data Mining and Knowledge Discovery: A Brief Overview.- Intelligent Agents and Multi-Agent Systems.- Methodology.- Exploiting Data Mining on Mas.- Coupling Data Mining with Intelligent Agents.- Knowledge Diffusion: Three Representative Test Cases.- Data Mining on the Application Level of a Mas.- Mining Agent Behaviors.- Mining Knowledge for Agent Communities.- Extensions….- Agent Retraining and Dynamical Improvement of Agent Intelligence.- Areas of Application & Future Directions.
