Web warehouse - a new web information fusion tool for web mining

doi:10.1016/j.inffus.2006.10.007

CSpace > 系统科学研究所

	Web warehouse - a new web information fusion tool for web mining
	Yu, Lean 1,2; Huang, Wei 3; Wang, Shouyang1,4 ; Lai, Kin Keung 2,4
	2008-10-01
发表期刊	INFORMATION FUSION
ISSN	1566-2535
卷号	9 期号:4 页码:501-511
摘要	In this study, we introduce a web information fusion tool - web warehouse, which is suitable for web mining and knowledge discovery. To formulate a web warehouse, a four-layer web warehouse architecture for decision support is firstly proposed. According to the layered web warehouse framework architecture, an extraction-fusion-mapping-loading (EFML) process model for web warehouse construction is then constructed. In the web warehouse process model, a series of web services including wrapper service, mediation service, ontology service and mapping service are used. Particularly, two kinds of mediators are introduced to fuse the heterogeneous web information. Finally, a simple case study is presented to illustrate the construction process of web warehouse. (C) 2006 Elsevier B.V. All rights reserved.
关键词	web warehouse web mining extraction-fusion-mapping-loading process wrapper service mediation service mapping service semi-structured data
DOI	10.1016/j.inffus.2006.10.007
语种	英语
资助项目	National Natural Science Foundation of China[70601029] ; Chinese Academy of Sciences[3547600] ; Key Research Institute of Humanities and Social Sciences in Hubei Province-Research Center of Modern Information Management ; Strategic Research Grant of the City University of Hong Kong[7001806]
WOS研究方向	Computer Science
WOS类目	Computer Science, Artificial Intelligence ; Computer Science, Theory & Methods
WOS记录号	WOS:000259437300007
出版者	ELSEVIER SCIENCE BV
引用统计
文献类型	期刊论文
条目标识符	http://ir.amss.ac.cn/handle/2S8OKBNM/6551
专题	系统科学研究所
通讯作者	Yu, Lean
作者单位	1.Chinese Acad Sci, Acad Math & Syst Sci, Inst Syst Sci, Beijing 100080, Peoples R China 2.City Univ Hong Kong, Dept Management Sci, Kowloon, Hong Kong, Peoples R China 3.Huazhong Univ Sci & Technol, Sch Management, Wuhan 430074, Peoples R China 4.Hunan Univ, Coll Business Adm, Changsha 410082, Hunan, Peoples R China
推荐引用方式 GB/T 7714	Yu, Lean,Huang, Wei,Wang, Shouyang,et al. Web warehouse - a new web information fusion tool for web mining[J]. INFORMATION FUSION,2008,9(4):501-511.
APA	Yu, Lean,Huang, Wei,Wang, Shouyang,&Lai, Kin Keung.(2008).Web warehouse - a new web information fusion tool for web mining.INFORMATION FUSION,9(4),501-511.
MLA	Yu, Lean,et al."Web warehouse - a new web information fusion tool for web mining".INFORMATION FUSION 9.4(2008):501-511.