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Case-Based Reasoning [recurso electrónico] A Textbook by Michael M. Richter, Rosina O. Weber (auth.) is a nonfiction available to read on EtoBox.

What is Case-Based Reasoning [recurso electrónico] A Textbook about?

While it is relatively easy to record billions of experiences in a database, the wisdom of a system is not measured by the number of its experiences but rather by its ability to make use of them. Case-based rea­soning (CBR) can be viewed as experience mining, with analogical reasoning applied to problem–solution pairs. As cases are typically not identical, simple storage and recall of experiences is not sufficient, we must define and analyze similarity and adaptation. The fundamentals of the approach are now well-established, and there are many successful commercial applications in diverse fields, attracting interest from researchers across various disciplines.   This textbook presents case-based reasoning in a systematic approach with two goals: to present rigorous and formally valid structures for precise reasoning, and to demonstrate the range of techniques, methods, and tools available for many applications. In the chapters in Part I the authors present the basic elements of CBR without assuming prior reader knowledge; Part II explains the core methods, in particu­lar case representations, similarity topics, retrieval, adaptation, evaluation, revisions, learning, develop­ment,

Who reads Case-Based Reasoning [recurso electrónico] A Textbook?

Author

Michael M. Richter, Rosina O. Weber (auth.)

Publisher

Springer-Verlag Berlin Heidelberg

Published

2013

Language

EN

ISBN

9783662523773

Category

nonfiction

Subjects

Computer Science, Business, Management

Updated

2026-03-24