Data warehouse process management

Vassiliadis, P; Quix, C; Vassiliou, Y; Jarke, M

dc.contributor.author	Vassiliadis, P	en
dc.contributor.author	Quix, C	en
dc.contributor.author	Vassiliou, Y	en
dc.contributor.author	Jarke, M	en
dc.date.accessioned	2014-03-01T01:16:16Z
dc.date.available	2014-03-01T01:16:16Z
dc.date.issued	2001	en
dc.identifier.issn	0306-4379	en
dc.identifier.uri	https://dspace.lib.ntua.gr/xmlui/handle/123456789/14008
dc.subject	data warehousing	en
dc.subject	process modeling	en
dc.subject	evolution	en
dc.subject	quality	en
dc.subject.classification	Computer Science, Information Systems	en
dc.subject.other	DATA QUALITY	en
dc.subject.other	INFORMATION-SYSTEMS	en
dc.subject.other	KNOWLEDGE	en
dc.subject.other	EVOLUTION	en
dc.title	Data warehouse process management	en
heal.type	journalArticle	en
heal.identifier.primary	10.1016/S0306-4379(01)00018-7	en
heal.identifier.secondary	http://dx.doi.org/10.1016/S0306-4379(01)00018-7	en
heal.language	English	en
heal.publicationDate	2001	en
heal.abstract	Previous research has provided metadata models that enable the capturing of the static components of a data warehouse architecture, along with information on different quality factors over these components. This paper complements this work with the modeling of the dynamic parts of the data warehouse. The proposed metamodel of data warehouse operational processes is capable of modeling complex activities, their interrelationships, and the relationship of activities with data sources and execution details. Moreover, the metamodel complements the existing architecture and quality models in a coherent fashion, resulting in a full framework for quality-oriented data warehouse management, capable of supporting the design, administration and especially evolution of a data warehouse. Finally, we exploit our framework to revert the widespread belief that data warehouses can be treated as collections of materialized views. We have implemented this metamodel using the language Telos and the metadata repository system ConceptBase. (C) 2001 Elsevier Science Ltd. All rights reserved.	en
heal.publisher	PERGAMON-ELSEVIER SCIENCE LTD	en
heal.journalName	INFORMATION SYSTEMS	en
dc.identifier.doi	10.1016/S0306-4379(01)00018-7	en
dc.identifier.isi	ISI:000169673700007	en
dc.identifier.volume	26	en
dc.identifier.issue	3	en
dc.identifier.spage	205	en
dc.identifier.epage	236	en