Diagrammatic Reasoning in AI (Hardcover)

Diagrammatic Reasoning in AI (Hardcover)

作者: Robbie T. Nakatsu
出版社: Wiley
出版在: 2009-12-01
ISBN-13: 9780470331873
ISBN-10: 0470331879
裝訂格式: Hardcover
總頁數: 320 頁





內容描述


Pioneering work shows how using Diagrams facilitates the design of better AI systemsThe 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) systems. It examines how diagrammatic reasoning enhances various AI programming strategies used to emulate human thinking and problem-solving, including:Expert systemsModel-based reasoningInexact reasoning such as certainty factors and Bayesian networksLogic reasoningA key part of the book is its extensive development of applications and graphical illustrations, drawing on such fields as the physical sciences, macroeconomics, finance, business logistics management, and medicine. Despite such tremendous diversity of usage, in terms of applications and diagramming notations, the book classifies and organizes diagrams around six major themes: system topology; sequence and flow; hierarchy and classification; association; cause and effect; and logic reasoning. Readers will benefit from the author's discussion of how diagrams can be more than just a static picture or representation and how diagrams can be a central part of an intelligent user interface, meant to be manipulated and modified, and in some cases, utilized to infer solutions to difficult problems.This book is ideal for many different types of readers: practitioners and researchers in AI and human-computer interaction; business and computing professionals; graphic designers and designers of graphical user interfaces; and just about anyone interested in understanding the power of diagrams. By discovering the many different types of diagrams and their applications in AI, all readers will gain a deeper appreciation of diagrammatic reasoning.




相關書籍

統計學:SPSS分析導論-生活中的統計應用14篇 (附光碟)

作者 梁德馨 王智立 台灣析數顧問群

2009-12-01

TensorFlow 2.0 深度學習從零開始學

作者 王曉華

2009-12-01

資料科學的良器:R語言在行銷科學的應用

作者 廖如龍 葉世聰

2009-12-01







2
2
2