eBook - Diagrammatic Reasoning in AI
Available Exclusively as an eBook | Part of the AI eBook Collection | Only for Institutional Purchase | Publication Year: 2010
Description
Diagrammatic Reasoning in AI by Robbie T. Nakatsu explores how diagrammatic representations enhance AI system design and user interfaces. It covers expert systems, model-based reasoning, inexact reasoning, and logic with extensive applications across various fields. The book highlights diagrams as interactive tools for problem-solving and understanding AI, benefiting researchers, professionals, and designers.
Table of Contents
Chapter 1 Introduction: Working Around the Limitations of AI
Chapter 2 Mental Models: Diagrams in the Mind’s Eye
Chapter 3 Types of Diagrams
Chapter 4 Logic Reasoning with Diagrams
Chapter 5 Rule-Based Expert Systems
Chapter 6 Rule-Based Reasoning with Diagrams
Chapter 7 Model-Based Reasoning
Chapter 8 Inexact Reasoning with Certainty Factors and Bayesian Networks
Chapter 9 A Framework for Understanding Diagrammatic Reasoning