A Generic Implementation Framework for Measuring Ontology-Based Information

ISCAS OpenIR

	A Generic Implementation Framework for Measuring Ontology-Based Information
	Ma, Yinglong (1); Zhang, Xiaolan (1); Jin, Beihong (2); Lu, Ke (3); Ma, Y.(yinglongma@gmail.com)
	2014
发表期刊	International Journal of Computational Intelligence Systems
ISSN	18756891
卷号	7 期号:1 页码:136-146
摘要	As a knowledge representation tool, ontologies have been widely applied in many fields such as knowledge management and information integration, etc. Ontology measurement is an important challenge in the field of knowledge management in order to manage the development of ontology based systems and reduce the risk of project failure. This paper proposes a generic implementation framework for stable semantic ontology measurement. Through this framework, an ontology will be measured according to its semantic enriched representation model (SERM). The SERM model of an ontology can be used for stably measuring the semantics of the ontology. Then ontology metrics are integrated into the framework to measure candidate ontologies according to its SERM model. The related experiments are made to show that the framework can effectively measure the semantics of ontologies. © 2014 Copyright: the authors.; As a knowledge representation tool, ontologies have been widely applied in many fields such as knowledge management and information integration, etc. Ontology measurement is an important challenge in the field of knowledge management in order to manage the development of ontology based systems and reduce the risk of project failure. This paper proposes a generic implementation framework for stable semantic ontology measurement. Through this framework, an ontology will be measured according to its semantic enriched representation model (SERM). The SERM model of an ontology can be used for stably measuring the semantics of the ontology. Then ontology metrics are integrated into the framework to measure candidate ontologies according to its SERM model. The related experiments are made to show that the framework can effectively measure the semantics of ontologies. © 2014 Copyright: the authors.
收录类别	SCI ; EI
关键词	Ontology Ontology Engineering Ontology Semantics Ontology Measurement
部门归属	(1) School of Control and Computer Engineering, North China Electric Power University, #2 Beinong Road, Beijing 102206, China; (2) State key Laboratory of Computer Science, Institute of Software, Chinese Academy of Sciences, #4 Nansi Street, Beijing 100190, China; (3) University of Chinese Academy of Sciences, Beijing 100049, China
语种	英语
内容类型	期刊论文
URI标识	http://ir.iscas.ac.cn/handle/311060/16875
专题	中国科学院软件研究所
通讯作者	Ma, Y.(yinglongma@gmail.com)
推荐引用方式 GB/T 7714	Ma, Yinglong ,Zhang, Xiaolan ,Jin, Beihong ,et al. A Generic Implementation Framework for Measuring Ontology-Based Information[J]. International Journal of Computational Intelligence Systems,2014,7(1):136-146.
APA	Ma, Yinglong ,Zhang, Xiaolan ,Jin, Beihong ,Lu, Ke ,&Ma, Y..(2014).A Generic Implementation Framework for Measuring Ontology-Based Information.International Journal of Computational Intelligence Systems,7(1),136-146.
MLA	Ma, Yinglong ,et al."A Generic Implementation Framework for Measuring Ontology-Based Information".International Journal of Computational Intelligence Systems 7.1(2014):136-146.