By Barry Smyth (auth.), Enrico Blanzieri, Luigi Portinale (eds.)
This publication constitutes the refereed lawsuits of the fifth eu Workshop on Case-Based Reasonning, EWCBR 2000, held in Trento, Italy in September 2000. The forty revised complete papers offered including invited contributions have been rigorously reviewed and chosen for inclusion within the ebook. All curves concerns in case-based reasoning, starting from foundational and theoretical facets to complex functions in numerous fields are addressed.
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Additional info for Advances in Case-Based Reasoning: 5th European Workshop, EWCBR 2000 Trento, Italy, September 6–9, 2000 Proceedings
As the main drawback of our approach we cite the ontology integration problem. When there are not appropriate ontologies to be reused, an eﬀort is needed to build new ontologies or to integrate deﬁnitions from diﬀerent ontologies . Anyway, we consider this eﬀort is not waste time if this knowledge is reused for other applications. Although we aim to build a tool capable to ﬁt many CBR approaches, we don’t expect to contribute in the design of simple CBR applications, where cases can be attribute-value vectors, and where many optimised technologies exist.
The first step is to determine the relationship between the similarity score of the best case and the expert’s rating. This relationship is shown in Figure 11. Similarity Figure 11: Similarity vs. Expert Rating Confidence The three piecewise linear curves show the curve fitted to the data and the 95% confidence interval that we created. From this graph we constructed the confidence measure shown in Figure 12. 25 0 0 25 50 Similarity 75 Figure 12: Individual Confidence Measure for Similarity Case-Based Reasoning with Confidence 25 The individual confidence measure for similarity had good confidence in 94% of the subjects that the expert considered good.
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.)