• 论文 •    

制造资源本体的相似度计算模型

刘文剑,郭宁,金天国   

  1. 哈尔滨工业大学 机电工程学院,黑龙江哈尔滨150001
  • 出版日期:2010-11-15 发布日期:2010-11-25

Similarity calculating model based on manufacturing resource ontology

LIU Wen-jian, GUO Ning, JIN Tian-guo   

  1. School of Mechatronics Engineering, Harbin Institute of Technology, Harbin 150001,China
  • Online:2010-11-15 Published:2010-11-25

摘要: 为实现不同本体之间的知识共享和重用,需要进行本体合并或映射,本体间概念相似度计算为进行此操作的关键技术之一。在分析现有相似度计算技术以及制造资源本体特点和作用的基础上,提出了一种针对制造资源本体的相似度计算模型。该模型针对制造资源本体的特点,将基于语法的相似度计算方法和基于属性的相似度计算方法相结合,在保证相似度计算结果准确的前提下,简化了计算过程,提高了计算效率。以两个制造资源本体的部分概念为例,验证了此计算模型能够有效地计算制造资源本体的概念相似度。

关键词: 本体, 相似度计算, 制造资源, 模型

Abstract: In order to achieve knowledge reuse and sharing among different ontologies in ontology application, it was necessary to integrate ontologies or establish ontologies mapping. Therefore, the similarity computation for ontology was one of the critical problems. Based on analysis on current similarity calculation technologies and ontology characteristics and roles of manufacturing resources, a new similarity calculation model for the manufacturing resource ontology was proposed. Both the grammar-based similarity calculation method and the property-based similarity calculation approach were considered in this model aiming at characteristics and functions of manufacturing resource ontology. On the premise of guaranteeing accurate computation results, calculation process was simplified and computational efficiency was improved. Finally, an example of two manufacturing resource ontologies was used to validate this similarity calculation model.

Key words: ontology, similarity calculating, manufacturing resource, models

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