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Título: | Case-based reasoning: foundational issues, methodological variations, and system approaches |
Autor: | Agnar, Aamodt; Plaza, Enric CSIC ORCID | Palabras clave: | Inference engines Knowledge based systems Case-based reasoning |
Fecha de publicación: | 1994 | Editor: | IOS Press | Citación: | AI Communications 7: 39- 59 (1994) | Resumen: | This paper gives an overview of the foundational issues related to case based reasoning, describes some of the leading methodological approaches within the field, and exemplifies the current state through pointers to some systems. Initially, a general framework is defined, to which the subsequent descriptions and discussions will refer. The framework is influenced by recent methodologies for knowledge level descriptions of intelligent systems. The methods for case retrieval, reuse, solution testing, and learning are summarized, and their actual realization is discussed in the light of a few example systems that represent different CBR approaches. We also discuss the role of case-based methods as one type of reasoning and learning method within an integrated system architecture. © 1994 IOS Press and the authors. | URI: | http://hdl.handle.net/10261/160159 | DOI: | 10.3233/AIC-1994-7104 | Identificadores: | doi: 10.3233/AIC-1994-7104 issn: 0921-7126 |
Aparece en las colecciones: | (IIIA) Artículos |
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accesoRestringido.pdf | 15,38 kB | Adobe PDF | Visualizar/Abrir |
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