Description

Book Synopsis
A diagram can be used to graphically demonstrate cause and effect in intelligent systems, in particular, expert systems. Diagrammatic Reasoning in AI explores the use of diagrams, or graphical representations, that show how something works or makes something easier to understand.

Table of Contents

Preface vii

Chapter 1 Introduction: Working Around the Limitations of AI 1

Chapter 2 Mental Models: Diagrams in the Mind’s Eye 23

Chapter 3 Types of Diagrams 57

Chapter 4 Logic Reasoning with Diagrams 108

Chapter 5 Rule-Based Expert Systems 143

Chapter 6 Rule-Based Reasoning with Diagrams 188

Chapter 7 Model-Based Reasoning 228

Chapter 8 Inexact Reasoning with Certainty Factors and Bayesian Networks 264

Chapter 9 A Framework for Understanding Diagrammatic Reasoning 302

Index 321

Diagrammatic Reasoning in AI

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    A Hardback by Robbie T. Nakatsu

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      Publisher: John Wiley & Sons Inc
      Publication Date: 08/12/2009
      ISBN13: 9780470331873, 978-0470331873
      ISBN10: 0470331879
      Also in:
      Electronics and communications engineering

      Description

      Book Synopsis
      A diagram can be used to graphically demonstrate cause and effect in intelligent systems, in particular, expert systems. Diagrammatic Reasoning in AI explores the use of diagrams, or graphical representations, that show how something works or makes something easier to understand.

      Table of Contents

      Preface vii

      Chapter 1 Introduction: Working Around the Limitations of AI 1

      Chapter 2 Mental Models: Diagrams in the Mind’s Eye 23

      Chapter 3 Types of Diagrams 57

      Chapter 4 Logic Reasoning with Diagrams 108

      Chapter 5 Rule-Based Expert Systems 143

      Chapter 6 Rule-Based Reasoning with Diagrams 188

      Chapter 7 Model-Based Reasoning 228

      Chapter 8 Inexact Reasoning with Certainty Factors and Bayesian Networks 264

      Chapter 9 A Framework for Understanding Diagrammatic Reasoning 302

      Index 321

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