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

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.

References

  1. Batini C., Ceri S., Navathe S.B., Conceptual database design: An Entity Relationsip approach, Benjamen Cummings, 1992.
  2. Bobrowski, M.; Marré, M.; Yankelevich, D.: A Software Engineering View of Data Quality. Intl. Software Quality Week Europe (QWE'98), 1998.
  3. Bouzeghoub M. Peralta, A Framework for Analysis of Data Freshness, Intl. Workshop on Information Quality in Information Systems (IQIS'2004), 2004.
  4. Dasu T. Johnson T., Exploratory Data Mining and Data Cleaning, John Wiley, 2003.
  5. Gertz, M.; Tamer Ozsu, M.; Saake, G.; Sattler, K., Report on the Dagstuhl Seminar: Data Quality on the Web. SIGMOD Record, Vol. 33(1), March 2004.
  6. Grigori D., Peralta V., Bouzeghoub M. Service Retrieval Based on Behavioral Specifications and Data Quality Requirements. 3rd Intl. Conf. on Business Process Management (BPM'05), 2005.
  7. Mecella, M.; Scannapieco, M.; Virgillito, A.; Baldoni, R.; Catarci, T.; Batini, C.: Managing Data Quality in Cooperative Information Systems. Intl. Conf. DOA, CoopIS and ODBASE (DOA/CoopIS/ODBASE'02), 2002.
  8. Naumann, F.; Leser, U.; Freytag, J.C., Quality-driven Integration of Heterogeneous Information Systems. Intl. Conf. on Very Large Databases (VLDB'99), 1999.
  9. Naumann, F.; Freytag, J.C.; Leser, U., Completeness of Information Sources. Intl. Workshop on Data Quality in Cooperative Information Systems (DQCIS'03), 2003.
  10. Peralta V.: Data Quality Evaluation in Data Integration Systems, PhD Thesis, Université de Versailles, France & Universidad de la República, Uruguay, November 2006.
  11. Redman, T., Data Quality for the Information Age. Artech House, 1996.
  12. Segev, A.; Weiping, F., Currency-Based Updates to Distributed Materialized Views. Intl. Conf. on Data Engineering (ICDE'90), 1990.
  13. Sisaïd S., Akoka J., Comyn-Wattiau I., Conceptual Modeling Quality - From EER to UML Schemas Evaluation, Intl. ER2002 Conf., 2002.
  14. Sisaïd S., Akoka J., Comyn-Wattiau I., Use Case Modeling and Refinement: A Quality-Based Approach. Intl. ER2006 Conf., 2006.
  15. Vassiliadis, P., Bouzeghoub, M., Quix, C.: Towards Quality Oriented Data Warehouse Usage and Evolution. Information Systems J., Vol 25, N°2, pp. 89-115, 2000.
  16. Wang, R.; Strong, D., Beyond accuracy: What data quality means to data consumers. J. on Management of Information Systems, Vol. 12 (4):5-34, 1996.
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Paper Citation


in Harvard Style

Akoka J., Berti-Équille L., Boucelma O., Bouzeghoub M., Comyn-Wattiau I., Cosquer M., Goasdoué-Thion V., Kedad Z., Nugier S., Peralta V. and Sisaid-Cherfi S. (2007). A FRAMEWORK FOR QUALITY EVALUATION IN DATA INTEGRATION SYSTEMS . In Proceedings of the Ninth International Conference on Enterprise Information Systems - Volume 3: ICEIS, ISBN 978-972-8865-90-0, pages 170-175. DOI: 10.5220/0002378301700175


in Bibtex Style

@conference{iceis07,
author={J. Akoka and L. Berti-Équille and O. Boucelma and M. Bouzeghoub and I. Comyn-Wattiau and M. Cosquer and V. Goasdoué-Thion and Z. Kedad and S. Nugier and V. Peralta and S. Sisaid-Cherfi},
title={A FRAMEWORK FOR QUALITY EVALUATION IN DATA INTEGRATION SYSTEMS},
booktitle={Proceedings of the Ninth International Conference on Enterprise Information Systems - Volume 3: ICEIS,},
year={2007},
pages={170-175},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002378301700175},
isbn={978-972-8865-90-0},
}


in EndNote Style

TY - CONF
JO - Proceedings of the Ninth International Conference on Enterprise Information Systems - Volume 3: ICEIS,
TI - A FRAMEWORK FOR QUALITY EVALUATION IN DATA INTEGRATION SYSTEMS
SN - 978-972-8865-90-0
AU - Akoka J.
AU - Berti-Équille L.
AU - Boucelma O.
AU - Bouzeghoub M.
AU - Comyn-Wattiau I.
AU - Cosquer M.
AU - Goasdoué-Thion V.
AU - Kedad Z.
AU - Nugier S.
AU - Peralta V.
AU - Sisaid-Cherfi S.
PY - 2007
SP - 170
EP - 175
DO - 10.5220/0002378301700175