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	Improving access to and understanding of regulations through taxonomies
	Cheng, Chin Pang ; Lau, Gloria T. ; Law, Kincho H. ; Pan, Jiayi ; Jones, Albert
	2010-10-12 ; 2010-10-12
关键词	Heterogeneous ontologies Taxonomy interoperability Relatedness analysis Regulation retrieval GOVERNMENT INFORMATION Information Science & Library Science
中文摘要	Industrial taxonomies have the potential to automate information retrieval, facilitate interoperability and, most importantly, improve decision making - decisions that must comply with existing government regulations and codes of practice. However, it is difficult to find those regulations and codes most relevant to a particular decision. even though they are now in digital form, and often available online. The focus of this work is to map regulations and codes to existing industry-specific taxonomies that would improve their access and retrieval and facilitate their integration with application programs. Keyword matching is a commonly used technique for mapping from a single taxonomy to a single regulation. In this paper, we examine techniques to address two other mapping problems: from a single taxonomy to multiple regulations and from multiple taxonomies to a single regulation. Those techniques Cosine similarity, Jaccard coefficient, and market basket analysis - provide metrics for measuring the similarity between concepts from different taxonomies. We discuss these metrics and provide evaluations using examples from the building industry. These examples illustrate the potential regulatory benefits from the mapping between various taxonomies and regulations. (C) 2008 Elsevier Inc. All rights reserved.
语种	英语 ; 英语
出版者	ELSEVIER INC ; SAN DIEGO ; 525 B STREET, STE 1900, SAN DIEGO, CA 92101-4495 USA
内容类型	期刊论文
源URL	[http://hdl.handle.net/123456789/81909]
专题	清华大学
推荐引用方式 GB/T 7714	Cheng, Chin Pang,Lau, Gloria T.,Law, Kincho H.,et al. Improving access to and understanding of regulations through taxonomies[J],2010, 2010.
APA	Cheng, Chin Pang,Lau, Gloria T.,Law, Kincho H.,Pan, Jiayi,&Jones, Albert.(2010).Improving access to and understanding of regulations through taxonomies..
MLA	Cheng, Chin Pang,et al."Improving access to and understanding of regulations through taxonomies".(2010).

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