Diagrammatic reasoning in AI / Robbie T. Nakatsu.

Format:

Book

Author/Creator:

Nakatsu, Robbie, 1964-

Language:

English

Subjects (All):

Artificial intelligence--Graphic methods.

Artificial intelligence.

Artificial intelligence--Mathematics.

Reasoning--Graphic methods.

Reasoning.

Physical Description:

1 online resource (346 p.)

Edition:

1st ed.

Place of Publication:

Hoboken, NJ : Wiley, c2010.

Language Note:

English

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 inte

Contents:

DIAGRAMMATIC REASONING IN AI; CONTENTS; PREFACE; ACKNOWLEDGMENTS; 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; INDEX

Notes:

Description based upon print version of record.

Description based on metadata supplied by the publisher and other sources.

ISBN:

0-470-40077-3

OCLC:

536118806