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Agent Intelligence Through Data Mining

Multiagent Systems, Artificial Societies, and Simulated Orga

Paperback

Published: 4th October 2011
Ships: 7 to 10 business days
RRP $230.99
$208.40
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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.

From the contents Part I. Concepts and Techniques. Introduction. Data Mining and Knowledge Discovery: A Brief Overview. Intelligent Agents and Multi-Agent Systems.- Part II. Methodology. Exploiting Data Mining on MAS. Coupling Data Mining with Intelligent Agents.- Part III. Knowledge Diffusion: Three Representative Test Cases. Data Mining on the Application Level of a MAS. Mining Agent Behaviors. Mining Knowledge for Agent Communities.- Part IV. Extensions. Agent Retraining and Dynamical Improvement of Agent Intelligence. Areas of Application and Future Directions.- Glossary. References. Index.

ISBN: 9781441937247
ISBN-10: 1441937242
Series: Multiagent Systems, Artificial Societies, and Simulated Organizations
Audience: Professional
Format: Paperback
Language: English
Number Of Pages: 228
Published: 4th October 2011
Dimensions (cm): 23.4 x 15.6  x 1.2
Weight (kg): 0.355