| 书目名称 | Case-Based Reasoning | | 副标题 | A Textbook | | 编辑 | Michael M. Richter,Rosina O. Weber | | 视频video | http://file.papertrans.cn/223/222317/222317.mp4 | | 概述 | First English-language textbook on the topic.Coauthor among the pioneers of the subject.Content thoroughly class-tested, book features chapter summaries, background notes, and exercises throughout.Inc | | 图书封面 |  | | 描述 | .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, | | 出版日期 | Textbook 2013 | | 关键词 | Artificial intelligence; Case-based reasoning (CBR); Complex knowledge; Information retrieval; Knowledge | | 版次 | 1 | | doi | https://doi.org/10.1007/978-3-642-40167-1 | | isbn_softcover | 978-3-662-52377-3 | | isbn_ebook | 978-3-642-40167-1 | | copyright | Springer-Verlag GmbH Germany 2013 |
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