Case-Based Reasoning (The Morgan Kaufmann Series in Representation & Reasoning) - Image 1

£57.49

Morgan Kaufmann Case-Based Reasoning (The Morgan Kaufmann Series in Representation & Reasoning)

Name: Case-Based Reasoning (The Morgan Kaufmann Series in Representation & Reasoning)
Brand: Morgan Kaufmann
Price: 57.49 GBP
Availability: InStock

AI & Machine Learning

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Description

Case-based reasoning is one of the fastest growing areas in the field of knowledge-based systems and this book, authored by a leader in the field, is the first comprehensive text on the subject. Case-based reasoning systems are systems that store information about situations in their memory. As new problems arise, similar situations are searched out to help solve these problems. Problems are understood and inferences are made by finding the closest cases in memory, comparing and contrasting the problem with those cases, making inferences based on those comparisons, and asking questions when inferences can't be made. This book presents the state of the art in case-based reasoning. The author synthesizes and analyzes a broad range of approaches, with special emphasis on applying case-based reasoning to complex real-world problem-solving tasks such as medical diagnosis, design, conflict resolution, and planning. The author's approach combines cognitive science and engineering, and is based on analysis of both expert and common-sense tasks. Guidelines for building case-based expert systems are provided, such as how to represent knowledge in cases, how to index cases for accessibility, how to implement retrieval processes for efficiency, and how to adapt old solutions to fit new situations. This book is an excellent text for courses and tutorials on case-based reasoning. It is also a useful resource for computer professionals and cognitive scientists interested in learning more about this fast-growing field.

Product Specifications

Brand: Morgan Kaufmann
Format: paperback
ASIN: 1558602372
Category: Books > Subjects > Computing & Internet > Computer Science > AI & Machine Learning
Domain: Amazon UK
Release Date: 01 September 1993
Listed Since: 02 February 2007

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Morgan Kaufmann Case-Based Reasoning (The Morgan Kaufmann Series in Representation & Reasoning)

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