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Fuzzy-Neuro Approach to Agent Applications

From the AI Perspective to Modern Ontology

  • Textbook
  • © 2006

Overview

Authors:
  1. Raymond S. T. Lee

    1. Department of Computing, Hong Kong Polytechnic University, Hung Hom, Kowloon Hong Kong, PR China

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  • Complete course on Intelligent Agent or AI with focus on contemporary and latest AI technologies and development
  • Companion technical reference for agent developers/researchers who would like to adopt the iJADK toolkit to develop their own agent-based applications and projects
  • The advanced section on modern ontology and ontological agents serves as research literature for AI researchers who would like to explore the advanced AI/agent topics that involve the contemporary research on ontological agents and applied ontology
  • Includes supplementary material: sn.pub/extras

Part of the book series: Springer Series on Agent Technology (SSAT)

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Table of contents (11 chapters)

  1. Front Matter

    Pages I-XVII
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  2. Introduction

    1. Introduction

      Pages 1-10

  4. Applications of Intelligent Agents Using iJADK

    1. Front Matter

      Pages 163-163
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    2. The Design and Implementation of an Intelligent Agent-Based System Using iJADK

      Pages 165-190

    3. iJADE WShopper — Intelligent Mobile Shopping Based on Fuzzy-Neuro Shopping Agents

      Pages 191-208

    4. iJADE WeatherMAN — A Weather Forecasting Agent Using the Fuzzy Neural Network Model

      Pages 209-229

    5. iJADE Stock Advisor — An Intelligent Agent-Based Stock Prediction System Using the Hybrid RBF Recurrent Network

      Pages 231-253

    6. iJADE Surveillant — A Multi-resolution Neuro-oscillatory Agent-Based Surveillance System

      Pages 255-285

    7. iJADE Negotiator — An Intelligent Fuzzy Agent-Based Negotiation System for Internet Shopping

      Pages 287-318

    8. Future Agent Technology — Modern Ontology and Ontological Agent Technologies (OAT)

      Pages 319-346

  5. Back Matter

    Pages 347-376
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Keywords

About this book

“Anything happens must have its own reason ”. Although I cannot really recall exactly when I heard of this statement for the first time, it is always in my mind and in fact it has been one of the motivations for me to carry out research and study. When I asked myself again about the purpose of writing this book at the time of writing this preface, several “add on” rea sons that had never occurred to me at the start of writing this book in the spring of 2003 surprisingly came up. Back then, when I was preparing the progress report for the iJADE (2. 0) project, a “fuzzy” idea of whether it was feasible to write a book on intelli gent agents came to my mind. This book not only would discuss and deal with the theory but also the “spin off” applications from the iJADE pro ject, including: the iJADE WeatherMan, the iJADE Stock Advisor, the iJADE Surveillant and the latest works on iJADE Negotiator. The fact that I had to launch the iJADE development kit officially over the Web in the summer of 2003 (http://www. ijadk. org) and to arrange courses and semi nars to teach and train our undergraduate students to make use of this tool kit further supported the idea and the future use of this book. Hence, the “archetype” of this book emerged.

Authors and Affiliations

  • Department of Computing, Hong Kong Polytechnic University, Hung Hom, Kowloon Hong Kong, PR China

    Raymond S. T. Lee

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