DocumentCode
1133296
Title
Integrating Data Warehouses with Web Data: A Survey
Author
Pérez, Juan Manuel ; Berlanga, Rafael ; Aramburu, María José ; Pedersen, Torben Bach
Author_Institution
Dept. de Lenguajes y Sist. Informaticos, Univ. Jaume I, Castellon de la Plana
Volume
20
Issue
7
fYear
2008
fDate
7/1/2008 12:00:00 AM
Firstpage
940
Lastpage
955
Abstract
This paper surveys the most relevant research on combining Data Warehouse (DW) and Web data. It studies the XML technologies that are currently being used to integrate, store, query and retrieve web data, and their application to DWs. The paper reviews different DW distributed architectures and the use of XML languages as an integration tool in these systems. It also introduces the problem of dealing with semi-structured data in a DW. It studies Web data repositories, the design of multidimensional databases for XML data sources and the XML extensions of On-Line Analytical Processing techniques. The paper addresses the application of information retrieval technology in a DW to exploit text-rich documents collections. The authors hope that the paper will help to discover the main limitations and opportunities that offer the combination of the DW and the Web fields, as well as, to identify open research lines.
Keywords
Internet; XML; data mining; data warehouses; information retrieval; Web data repositories; XML data sources; XML extensions; XML languages; data warehouses; information retrieval technology; integration tool; multidimensional databases; online analytical processing techniques; text-rich document collections; Data warehouse and repository; XML/XSL/RDF;
fLanguage
English
Journal_Title
Knowledge and Data Engineering, IEEE Transactions on
Publisher
ieee
ISSN
1041-4347
Type
jour
DOI
10.1109/TKDE.2007.190746
Filename
4490177
Link To Document