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On the Utility of WordNet for Ontology Alignment: Is it Really Worth it?

机译:在Wordnet for本体对齐的实用程序上:它真的值得吗?

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Many ontology alignment algorithms augment syntactic matching with the use of WordNet (WN) in order to improve their performance. The advantage of using WN in alignment seems apparent. However, we strike a more cautionary note. We analyze the utility of WN in the context of the reduction in precision and increase in execution time that its use entails. For this analysis, we particularly focus on real-world ontologies. We report distinct trends in the performance of WN-based alignment in comparison with alignment that uses syntactic matching only. We analyze the trends and their implications, and provide useful insights on the types of ontology pair for which WN-based alignment may potentially be worthwhile and those types where it may not be.
机译:许多本体对齐算法增强了使用WordNet(WN)的句法匹配,以提高它们的性能。在对齐中使用Wn的优点似乎是显而易见的。但是,我们罢工更加警示。我们在减少精度下降的背景下分析了WN的效用,并且其使用需要增加执行时间。对于这种分析,我们特别关注真实的本体论。我们报告了与使用句法匹配的对齐的基于WN的对齐性能的明显趋势。我们分析了趋势及其影响,并提供了对本体对对齐的类型的有用见解,其中基于WN的对齐可能是有价值的,并且可能不是那些类型的类型。

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