Automatically constructing semantic link network on documents

doi:10.1002/cpe.1624

	Automatically constructing semantic link network on documents
	Hai Zhuge 1,2; Zhang, Junsheng 1
	2011-06-01
发表期刊	CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE
ISSN	1532-0626
卷号	23 期号:9 页码:956-971
摘要	Knowing semantic links among resources is the basis of realizing machine intelligence over large-scale resources. Discovering semantic links among resources with limited human interference is a challenge issue. This paper proposes an approach to automatically discovering and predicting semantic links in a document set based on a model of document semantic link network (SLN). The approach has the following advantages: it supports probabilistic relational reasoning; SLNs and the relevant rules automatically evolve; and, it can adapt to the update of the adopted techniques. The approach can support cyber space applications, such as documentation recommendation and relational queries, on large documents. Copyright (C) 2010 John Wiley & Sons, Ltd.
关键词	semantic link network probability rules relational reasoning inference
DOI	10.1002/cpe.1624
收录类别	SCI
语种	英语
WOS研究方向	Computer Science
WOS类目	Computer Science, Software Engineering ; Computer Science, Theory & Methods
WOS记录号	WOS:000291050800007
出版者	WILEY-BLACKWELL
引用统计	被引频次：12[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://119.78.100.204/handle/2XEOYT63/12654
专题	中国科学院计算技术研究所期刊论文_英文
通讯作者	Hai Zhuge
作者单位	1.Chinese Acad Sci, Knowledge Grid Res Grp, Key Lab Intelligent Informat Proc, Inst Comp Technol, Beijing 100190, Peoples R China 2.Southwest Univ, Chongqing, Peoples R China
推荐引用方式 GB/T 7714	Hai Zhuge,Zhang, Junsheng. Automatically constructing semantic link network on documents[J]. CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE,2011,23(9):956-971.
APA	Hai Zhuge,&Zhang, Junsheng.(2011).Automatically constructing semantic link network on documents.CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE,23(9),956-971.
MLA	Hai Zhuge,et al."Automatically constructing semantic link network on documents".CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE 23.9(2011):956-971.