Agent Intelligence Through Data Mining

Agent Intelligence Through Data Mining

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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...

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Bibliographic Details
Main Authors: Symeonidis, Andreas L. (Author), Mitkas, Pericles A. (Author)
Corporate Author: SpringerLink (Online service)
Format: Electronic eBook
Language:English
Published: Boston, MA : Springer US, 2005.
Series:Multiagent Systems, Artificial Societies, and Simulated Organizations, International Book Series, 14
Subjects:
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.
Online Access:Full Text via HEAL-Link
Table of Contents:
  • 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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