Book Store   Audio Books   Child Books   Comic Books   Computer Books  
Applying Case-Based Reasoning: Techniques for Enterprise Systems (The Morgan Kaufmann Series in Artificial Intelligence) (The Morgan Kaufmann Series in Artificial Intelligence) Books In Print, Audio Books.
Home » All Books » Computers/Internet » Computer Science » Artificial Intelligence » Human Vision/Language Systems

Artificial Intelligence • Artificial Life
Artificial Intelligence • Applications
Artificial Intelligence • Analogies
Artificial Intelligence • Machine Learning
Artificial Intelligence • Computing Theory
Artificial Intelligence • Neural Networks
Artificial Intelligence • Machine Vision
Artificial Intelligence • General
Artificial Intelligence • Robotics
Artificial Intelligence • Experimentation
Artificial Intelligence • Heuristic/Constrained Search
Artificial Intelligence • Expert Systems

Applying Case-Based Reasoning: Techniques for Enterprise Systems (The Morgan Kaufmann Series in Artificial Intelligence) (The Morgan Kaufmann Series in Artificial Intelligence)
buy bestselling books in print, audio books
Applying Case-Based Reasoning: Techniques for Enterprise Systems (The Morgan Kaufmann Series in Artificial Intelligence) (The Morgan Kaufmann Series in Artificial Intelligence) List Price: $63.95
Our Price: $63.95
You Save: $0

[ + Zoom ]   [ Buy Now ] Book : Usually ships in 24 hours
Applying Case-Based Reasoning: Techniques for Enterprise Systems (The Morgan Kaufmann Series in Artificial Intelligence) (The Morgan Kaufmann Series in Artificial Intelligence) description
Case-based reasoning (CBR) is one of the most promising recent technologies for building intelligence into computers. This useful introduction to the technology shows what CBR is, why it is important, and how it can be applied to some intriguing real-world problems. The early part of this text outlines the the so-called four "re-'s" of CBR: retrieve, reuse, revise, and retain. Basically, CBR systems match possible solutions to a database of earlier questions, retrieve the answer, and adapt (or revise) it. If appropriate, CBR systems can even save (or retain) these new problems and solutions to its "case-base" for later reuse. For example, if your car does not start, you can use a CBR to match the characteristics of your problem with a database of diagnoses.

The author does a fine job of distinguishing CBR from other artificial intelligence models, such as expert systems (which are rules-based and can be hard to develop because experts don't always get their expertise translated perfectly by programmers) and neural networks (CBR can be more accurate because it can match characteristics and give a reason, while a neural network cannot), and proving that CBR can be faster computationally. He also gives an excellent presentation on how CBR has been used successfully in a surprising range of applications, such as manufacturing, medicine, law, and help desk systems for products, including Web-based applications systems for users. (Help desk applications are a natural fit for CBR technology, but they are not its only use.)

CBR has already enjoyed considerable success without many people knowing about it. (As the author suggests, expert systems, a promising older artificial intelligence [AI] technology, never quite lived up to its initial dazzle.) The author shows that CBR research has already been used to create products. He provides a survey of tools from two continents as well as an extensive bibliography for those experts who want to read more on the subject.

Applying Case-Based Reasoning: Techniques for Enterprise Systems (The Morgan Kaufmann Series in Artificial Intelligence) (The Morgan Kaufmann Series in Artificial Intelligence) Customer Reviews
  1     2     3  
♥♥♥♥♥ Mishmash, Unfortunately
This book is so confused about what it wants to say, it's like being trapped in a car with a neurotic babbler on a long roadtrip to nowhere. Furthermore, it's overly impressed with itself. Frankly, this book accomplished something that is rare in my readings: it left me less impressed with the subject than when I started out. After reading this, and rooting around for other literature, and projects, CBR, though it is based on a solid premise (from Philosophy, not science ;) ), is just a rhizome waiting for some soil and water.
  1     2     3