Web warehouse - a new web information fusion tool for web mining
文献类型：期刊论文
| 作者 | Yu, Lean1,2; Huang, Wei3; Wang, Shouyang1,4 ; Lai, Kin Keung2,4
|
| 刊名 | INFORMATION FUSION
 |
| 出版日期 | 2008-10-01 |
| 卷号 | 9期号:4页码:501-511 |
| 关键词 | web warehouse web mining extraction-fusion-mapping-loading process wrapper service mediation service mapping service semi-structured data |
| ISSN号 | 1566-2535 |
| DOI | 10.1016/j.inffus.2006.10.007 |
| 英文摘要 | 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. |
| 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 |
| 语种 | 英语 |
| WOS记录号 | WOS:000259437300007 |
| 出版者 | ELSEVIER SCIENCE BV |
| 源URL | [http://ir.amss.ac.cn/handle/2S8OKBNM/6550]  |
| 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. |
入库方式： OAI收割
来源：数学与系统科学研究院
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