KNOWLEDGE MINING USING INTELLIGENT AGENTS
暫譯: 使用智能代理的知識挖掘

Satchidananda Dehuri

  • 出版商: World Scientific Pub
  • 出版日期: 2011-02-28
  • 售價: $4,730
  • 貴賓價: 9.5$4,494
  • 語言: 英文
  • 頁數: 324
  • 裝訂: Hardcover
  • ISBN: 184816386X
  • ISBN-13: 9781848163867
  • 海外代購書籍(需單獨結帳)

商品描述

Knowledge Mining Using Intelligent Agents explores the concept of knowledge discovery processes and enhances decision-making capability through the use of intelligent agents like ants, termites and honey bees. In order to provide readers with an integrated set of concepts and techniques for understanding knowledge discovery and its practical utility, this book blends two distinct disciplines -- data mining and knowledge discovery process, and intelligent agents-based computing (swarm intelligence and computational intelligence). For the more advanced reader, researchers, and decision/policy-makers are given an insight into emerging technologies and their possible hybridization, which can be used for activities like dredging, capturing, distributions and the utilization of knowledge in their domain of interest (i.e. business, policy-making, etc.).

By studying the behavior of swarm intelligence, this book aims to integrate the computational intelligence paradigm and intelligent distributed agents architecture to optimize various engineering problems and efficiently represent knowledge from the large gamut of data.

商品描述(中文翻譯)

《使用智能代理的知識挖掘》探討了知識發現過程的概念,並通過使用像螞蟻、白蟻和蜜蜂等智能代理來增強決策能力。為了向讀者提供一套綜合的概念和技術,以理解知識發現及其實際應用,本書融合了兩個不同的學科——數據挖掘和知識發現過程,以及基於智能代理的計算(群體智能和計算智能)。對於更高級的讀者,研究人員和決策/政策制定者將獲得對新興技術及其可能的混合化的見解,這些技術可用於如疏浚、捕獲、分配和在其感興趣的領域(即商業、政策制定等)中利用知識等活動。

通過研究群體智能的行為,本書旨在整合計算智能範式和智能分佈代理架構,以優化各種工程問題並有效地從大量數據中表示知識。