基于多原型的本体概念语义相似度研究

2012 International Conference on Machine Learning and Cybernetics Pub Date : 2012-07-15 DOI:10.1109/ICMLC.2012.6358895

Jing Chen, Y. Cai, Yu Liu, Jingkai Li, Xuemiao Xu, Huaqing Min

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引用次数: 1

摘要

本文提出了一种基于多原型概念的语义相似度度量方法。我们提出的概念语义相似度是基于认知心理学中的原型观，它能以一种接近人类认知的方式度量两个概念之间的语义相似度。它提供了一种基于概念原型的语义相似度度量的新方法，为语义相似度度量提供了一个新的视角。

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Multi-prototype based semantic similarity of concepts in ontology

In this paper, we propose a new measure of semantic similarity based on multi-prototype concepts. Our proposed concept semantic similarity is based on the prototype view in cognitive psychology, and it can measure the semantic similarity between two concepts in a way which is approaching human cognition. It provides a novel way to measure semantic similarity based on prototypes in concepts and provides a new perspective in semantic similarity measure.

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2012 International Conference on Machine Learning and Cybernetics

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