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混合的本体原子分解方法

王昌龙 冯志勇 王鑫 饶国政

计算机工程与应用Issue(16):11-16,25,7.
计算机工程与应用Issue(16):11-16,25,7.DOI:10.3778/j.issn.1002-8331.1503-0372

混合的本体原子分解方法

王昌龙 1冯志勇 2王鑫 1饶国政1

作者信息

  • 1. 天津大学 计算机科学与技术学院,天津 300073
  • 2. 西北师范大学 计算机科学与工程技术学院,兰州 730070
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摘要

Abstract

Atomic decomposition is an important approach for understanding the inner structure of ontology. The traditional approach of atomic decomposition, in which the local module extraction is basic operation, is able to decompose expressive SROIQ ontology, however, this approach is inefficient. The direct hypergraph model for ontology represents the dependency relationship of atoms explicitly, it is restricted to an inexpensive EL ontology. In this paper, a hybrid approach is proposed for atomic decomposition. First, the EL subontology is presented in direct hypergraph which forms a partial atomic decom-position for ontology. Then, the remainder non-EL axioms are added into the existential atomic decomposition to obtain the complete decomposition. An empirical evaluation of the algorithm on biomedical ontologies confirms a significant improvement in running time. An average speedup of 6.7-fold is achieved compared to the traditional approach.

关键词

本体/模块抽取/原子分解/超图/混合方法

Key words

ontology/module extraction/atomic decomposition/hypergraph/hybrid approach

分类

信息技术与安全科学

引用本文复制引用

王昌龙,冯志勇,王鑫,饶国政..混合的本体原子分解方法[J].计算机工程与应用,2015,(16):11-16,25,7.

基金项目

国家自然科学基金(No.61100049,No.61373165);国家高技术研究发展计划(863)(No.2013AA013204)。 ()

计算机工程与应用

OA北大核心CSCDCSTPCD

1002-8331

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