Agent Intelligence Through Data Mining

• Κύριοι συγγραφείς: Symeonidis, Andreas L. (Συγγραφέας), Mitkas, Pericles A. (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Boston, MA : Springer US, 2005.
• Σειρά: Multiagent Systems, Artificial Societies, and Simulated Organizations, International Book Series, 14
• Θέματα: Computer science.; Software engineering.; Data structures (Computer science).; Database management.; Data mining.; Computers.; Artificial intelligence.; Computer Science.; Artificial Intelligence (incl. Robotics).; Data Mining and Knowledge Discovery.; Database Management.; Software Engineering/Programming and Operating Systems.; Data Structures.; Computing Methodologies.

AGENT INTELLIGENCE THROUGH DATA MINING offers a self-contained overview of a relatively young but important area of research: the intersection of agent technology and data mining. This intersection leads to considerable advancements in the area of information technologies, drawing the increasing att...

Πίνακας περιεχομένων:

• 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.