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Deriving the conceptual model of a data warehouse from information requirements

  • University of Latvia

Research output: Chapter in Book/Report/Conference proceedingConference paperResearchpeer-review

2 Citations (Scopus)

Abstract

Business requirements are essential for developing any information system, including a data warehouse. However, requirements written in natural language may be imprecise. This paper offers a model for business requirement formalization according to certain peculiarities of elements of multidimensional models, e.g. the distinction between quantifying and qualifying data. We also propose an algorithm that generates candidate data warehouse schemas and is based on distinguishing data warehouse schema elements in formal requirements. Then, resulting schemas are processed by a semi-automated procedure in order to obtain a data warehouse schema that matches business requirements best of all.

Original languageEnglish
Title of host publicationICEIS 2013 - Proceedings of the 15th International Conference on Enterprise Information Systems
Pages136-144
Number of pages9
Publication statusPublished - 2013
Event15th International Conference on Enterprise Information Systems, ICEIS 2013 - Angers, France
Duration: 4 Jul 20137 Jul 2013

Publication series

NameICEIS 2013 - Proceedings of the 15th International Conference on Enterprise Information Systems
Volume1

Conference

Conference15th International Conference on Enterprise Information Systems, ICEIS 2013
Country/TerritoryFrance
CityAngers
Period4/07/137/07/13

Keywords

  • Conceptual model
  • Data warehouse
  • Olap schema transformation
  • Requirement formalization

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