Knowledge Engineering: Building Cognitive Assistants for Evidence-based Reasoning

Gheorghe Tecuci, Dorin Marcu, Mihai Boicu, David A. Schum

  • 出版商: Cambridge University Press
  • 出版日期: 2016-09-08
  • 定價: USD $94.99
  • 售價: $3,150
  • 貴賓價: 9.5$2,993
  • 語言: 英文
  • 頁數: 480
  • 裝訂: Hardcover
  • ISBN: 1107122562
  • ISBN-13: 9781107122567

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產品描述

This book presents a significant advancement in the theory and practice of knowledge engineering, the discipline concerned with the development of intelligent agents that use knowledge and reasoning to perform problem solving and decision-making tasks. It covers the main stages in the development of a knowledge-based agent: understanding the application domain, modeling problem solving in that domain, developing the ontology, learning the reasoning rules, and testing the agent. The book focuses on a special class of agents: cognitive assistants for evidence-based reasoning that learn complex problem-solving expertise directly from human experts, support experts, and nonexperts in problem solving and decision making, and teach their problem-solving expertise to students. A powerful learning agent shell, Disciple-EBR, is included with the book, enabling students, practitioners, and researchers to develop cognitive assistants rapidly in a wide variety of domains that require evidence-based reasoning, including intelligence analysis, cybersecurity, law, forensics, medicine, and education.