Andreas L. Symeonidis,
Pericles A. Mitkas
Springer US
2005e druk, 2011
9781441937247
Agent Intelligence Through Data Mining
Specificaties
Paperback, 206 blz.
|
Engels
Springer US |
2005e druk, 2011
ISBN13: 9781441937247
Rubricering
Onderdeel van serie
Multiagent Systems, Artificial Societies, and Simulated Organizations
Verwachte levertijd ongeveer 9 werkdagen
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
ISBN13:9781441937247
Taal:Engels
Bindwijze:paperback
Aantal pagina's:206
Uitgever:Springer US
Druk:2005
Hoofdrubriek:Programmeren, Computer en informatica
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.