A framework for quality evaluation in data integration systems

J. Akoka, L. Berti-Équille, O. Boucelma, M. Bouzeghoub, I. Comyn-Wattiau, M. Cosquer, V. Goasdoué-Thion, Z. Kedad, S. Nugier, V. Peralta, S. Sisaid-Cherfi

Research output: Contribution to conferencePaper

30 Citations (Scopus)

Abstract

Ensuring and maximizing the quality and integrity of information is a crucial process for today enterprise information systems (EIS). It requires a clear understanding of the interdependencies between the dimensions characterizing quality of data (QoD), quality of conceptual data model (QoM) of the database, keystone of the EIS, and quality of data management and integration processes (QoP). The improvement of one quality dimension (such as data accuracy or model expressiveness) may have negative consequences on other quality dimensions (e.g., freshness or completeness of data). In this paper we briefly present a framework, called QUADRIS, relevant for adopting a quality improvement strategy on one or many dimensions of QoD or QoM with considering the collateral effects on the other interdependent quality dimensions. We also present the scenarios of our ongoing validations on a CRM EIS.

Original languageEnglish
Pages170-175
Number of pages6
Publication statusPublished - 1 Jan 2007
Event9th International Conference on Enterprise Information Systems, ICEIS 2007 - Funchal, Madeira, Portugal
Duration: 12 Jun 200716 Jun 2007

Other

Other9th International Conference on Enterprise Information Systems, ICEIS 2007
CountryPortugal
CityFunchal, Madeira
Period12/6/0716/6/07

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Keywords

  • Data integration systems
  • Data quality
  • Quality meta-model

ASJC Scopus subject areas

  • Information Systems

Cite this

Akoka, J., Berti-Équille, L., Boucelma, O., Bouzeghoub, M., Comyn-Wattiau, I., Cosquer, M., Goasdoué-Thion, V., Kedad, Z., Nugier, S., Peralta, V., & Sisaid-Cherfi, S. (2007). A framework for quality evaluation in data integration systems. 170-175. Paper presented at 9th International Conference on Enterprise Information Systems, ICEIS 2007, Funchal, Madeira, Portugal.