DIAGRAMMATIC REASONING IN AI; DIAGRAMMATIC REASONING IN AI; CONTENTS; CONTENTS; PREFACE; PREFACE; CHAPTER 1 INTRODUCTION: WORKING AROUND THE LIMITATIONS OF AI; CHAPTER 1 INTRODUCTION: WORKING AROUND THE LIMITATIONS OF AI; CHAPTER 2 MENTAL MODELS: DIAGRAMS IN THE MIND'S EYE; CHAPTER 2 MENTAL MODELS: DIAGRAMS IN THE MIND'S EYE; CHAPTER 3 TYPES OF DIAGRAMS; CHAPTER 3 TYPES OF DIAGRAMS; CHAPTER 4 LOGIC REASONING WITH DIAGRAMS; CHAPTER 4 LOGIC REASONING WITH DIAGRAMS; CHAPTER 5 RULE-BASED EXPERT SYSTEMS; CHAPTER 5 RULE-BASED EXPERT SYSTEMS; CHAPTER 6 RULE-BASED REASONING WITH DIAGRAMS
CHAPTER 6 RULE-BASED REASONING WITH DIAGRAMSCHAPTER 7 MODEL-BASED REASONING; CHAPTER 7 MODEL-BASED REASONING; CHAPTER 8 INEXACT REASONING WITH CERTAINTY FACTORS AND BAYESIAN NETWORKS; CHAPTER 8 INEXACT REASONING WITH CERTAINTY FACTORS AND BAYESIAN NETWORKS; CHAPTER 9 A FRAMEWORK FOR UNDERSTANDING DIAGRAMMATIC REASONING; CHAPTER 9 A FRAMEWORK FOR UNDERSTANDING DIAGRAMMATIC REASONING; INDEX; INDEX
Summary
Pioneering work shows how using Diagrams facilitates the design of better AI systems. The publication of Diagrammatic Reasoning in AI marks an important milestone for anyone seeking to design graphical user interfaces to support decision-making and problem-solving tasks. The author expertly demonstrates how diagrammatic representations can simplify our interaction with increasingly complex information technologies and computer-based information systems. In particular, the book emphasizes how diagrammatic user interfaces can help us better understand and visualize artificial intelligence (AI) s
