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Agent Intelligence Through Data Mining

Specificaties
Gebonden, 206 blz. | Engels
Springer US | 1e druk, 2006
ISBN13: 9780387243528
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Springer US 1e druk, 2006 9780387243528
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Samenvatting

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.

Specificaties

ISBN13:9780387243528
Taal:Engels
Bindwijze:gebonden
Aantal pagina's:206
Uitgever:Springer US
Druk:1

Inhoudsopgave

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.

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        Agent Intelligence Through Data Mining