KMS Of Academy of mathematics and systems sciences, CAS
Web warehouse - a new web information fusion tool for web mining | |
Yu, Lean1,2; Huang, Wei3; Wang, Shouyang1,4; Lai, Kin Keung2,4 | |
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. |
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