Download e-book for kindle: Advances in Case-Based Reasoning: 5th European Workshop, by Barry Smyth (auth.), Enrico Blanzieri, Luigi Portinale

By Barry Smyth (auth.), Enrico Blanzieri, Luigi Portinale (eds.)

ISBN-10: 3540679332

ISBN-13: 9783540679332

This booklet constitutes the refereed court cases of the fifth eu Workshop on Case-Based Reasonning, EWCBR 2000, held in Trento, Italy in September 2000. The forty revised complete papers provided including invited contributions have been conscientiously reviewed and chosen for inclusion within the publication. All curves matters in case-based reasoning, starting from foundational and theoretical facets to complicated purposes in quite a few fields are addressed.

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Extra info for Advances in Case-Based Reasoning: 5th European Workshop, EWCBR 2000 Trento, Italy, September 6–9, 2000 Proceedings

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Defines the basic terms and relations comprising the vocabulary of a topic area, and contains precisely defined terms that can be used to describe and understand more complex descriptions. – Can be reused and serve as a starting point to construct different knowledgebased applications. Most of the KBSs (including the KB CBR systems) have some reusable ontological content but it is often influenced by the specific task, the restrictions of the representation language, and the specific inference procedures employed.

Previous iterations failed to find good clauses in the given language. To improve the results we have shifted the bias in the last iteration by applying case based reasoning. We have two main approaches to compute similarity between cases, syntactic and semantic (Aamodt 1994). In the syntactic methods the similarity is inversely proportional to the distance between cases, and a case is described as a vector of feature-values and a corresponding class. On the other hand, semantic methods employ background knowledge and are able to explain cases and use these explanations to retrieve and adapt cases.

These categories are called E. Blanzieri and L. ): EWCBR 2000, LNAI 1898, pp. 26-36, 2000.  Springer-Verlag Berlin Heidelberg 2000 Combining Rule-Based and Case-Based Learning 27 part-of-speech tags and may total a few tens, depending on the variants one considers for each particular category. The difficulty of this task lies in the fact that a given word may play different roles in different contexts. Although there is, for each word, a relatively small set of possible tags, for many words there is more than one tag.

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Advances in Case-Based Reasoning: 5th European Workshop, EWCBR 2000 Trento, Italy, September 6–9, 2000 Proceedings by Barry Smyth (auth.), Enrico Blanzieri, Luigi Portinale (eds.)


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