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Title: An improve method for Chinese core ontology construction
Other Titles: 中文核心领域本体构建的一种改进方法
Authors: Chen, Y
Lu, Q 
Li, W 
Cui, G
Keywords: Computer application
Chinese information processing
Ontology construction
Core ontology
Upper ontology
Domain ontology
Issue Date: 2010
Publisher: 中国中文信息学会 ; 北京信息工程学院
Source: 中文信息学报 (Journal of Chinese information processing), 2010, v. 24, no. 1, p. 48-53 How to cite?
Journal: 中文信息学报 (Journal of Chinese information processing) 
Abstract: 核心本体对最基本的领域知识建模,并在上位本体和领域本体之间建立联系。上位本体是领域无关的而核心本体是领域相关的,因此在自动创建中文核心本体过程中,映射中文核心术语到上位本体概念有很多的错误。本文提出的改进方法首先找到共享后缀术语集内被共享的术语条数更多、与各术语的意义更接近的上位概念;然后用其来改进词集中的核心术语和概念之间的映射。实验证明,该方法有效的提高了核心本体自动创建的精确度。
A core ontology models fundamental domain knowledge and bridges the gap between an upper ontology and a domain ontology.Since the upper ontology is domain independent,many errors are introduced when mapping core terms to the upper ontology concepts in automatic Chinese core ontology construction.This paper proposes an extraction method making use of terms sharing the same suffixes to find the hypernyms: the term that is more frequently shared by other terms and are closer in meanings to those terms.These hypernyms are then used to improve the mapping of these terms to the correct concepts.Experiments show that a significant improvement is achieved in terms of accuracy for core ontology construction.
ISSN: 1003-0077
Rights: © 2010 中国学术期刊电子杂志出版社。本内容的使用仅限于教育、科研之目的。
© 2010 China Academic Journal Electronic Publishing House. It is to be used strictly for educational and research purposes.
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