ESTABLISHING TRUST NETWORKS BASED ON DATA QUALITY CRITERIA FOR SELECTING DATA SUPPLIERS

Ricardo P. del Castillo, Ismael Caballero, Ignacio García-Rodríguez, Macario Polo, Mario Piattini, Eugenio Verbo

Abstract

Nowadays, organizations may haveWeb portals tailoring several websites where a wide variety of information is integrated. These portals are typically composed of a set of Web applications and services that interchange data among them. In this setting, there is no way to find out how the quality of the interchanged data is going to evolve successively. A framework is proposed for establishing trust networks based on the Data Quality (DQ) levels of the interchanged data. We shall consider two kinds of DQ: inherent DQ and pragmatic DQ. Making a decision about the selection of the most suitable data supplier will be based on the estimation of the best expected pragmatic DQ levels. In addition, an example is presented to ilustrate framework operation.

References

  1. Al-Hakim (2007). The effects of information quality on supply chain performance: New evidence from malaysia. In Information Quality Management: Theory and Applications. Igi Global, 1 edition edition.
  2. Batini, C. and Scannapieco, M. (2006). Data Quality: Concepts, Methodologies and Techniques. Data-Centric Systems and Applications. Springer-Verlag Berlin Heidelberg, Berlin.
  3. Buneman, P. and Tan, W.-C. (2007). Provenance in databases. In SIGMOD 7807: Proceedings of the 2007 ACM SIGMOD international conference on Management of data, pages 1171-1173, New York, NY, USA. ACM.
  4. Caballero, I., Gomez, O., and Piattini, M. (2004). Getting better information quality by assessing and improving information quality management. In ICIQ 2004: 9th International Conference on Information Quality, Cambridge, Boston , USA.
  5. Cai, Y. and Shankaranarayanan, G. (2007). Managing data quality in inter-organisational data networks. International Journal of Information Quality, 1(3):254 - 271.
  6. Caro, A., Calero, C., Caballero, I., and Piattini, M. (2008). A proposal for a set of attributes relevant for web portal data quality. Software Quality Journal. Springer Science.
  7. English, L. P. (1999). Improving data warehouse and business information quality: methods for reducing costs and increasing profits. John Wiley & Sons, Inc.
  8. Eppler, M., Algesheimer, R., and Dimpfel, M. (2003). Quality criteria of content-driven websites and their influence on customer satisfaction and loyalty: An empirical test of an information quality framework.
  9. Eppler, M. J. and Helfert, M. (2004). A framework for the classification of data quality costs and an analysis of their progression. In MIT Conference on Information Quality.
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Paper Citation


in Harvard Style

P. del Castillo R., Caballero I., García-Rodríguez I., Polo M., Piattini M. and Verbo E. (2009). ESTABLISHING TRUST NETWORKS BASED ON DATA QUALITY CRITERIA FOR SELECTING DATA SUPPLIERS . In Proceedings of the 11th International Conference on Enterprise Information Systems - Volume 1: ICEIS, ISBN 978-989-8111-84-5, pages 37-42. DOI: 10.5220/0001862300370042


in Bibtex Style

@conference{iceis09,
author={Ricardo P. del Castillo and Ismael Caballero and Ignacio García-Rodríguez and Macario Polo and Mario Piattini and Eugenio Verbo},
title={ESTABLISHING TRUST NETWORKS BASED ON DATA QUALITY CRITERIA FOR SELECTING DATA SUPPLIERS},
booktitle={Proceedings of the 11th International Conference on Enterprise Information Systems - Volume 1: ICEIS,},
year={2009},
pages={37-42},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001862300370042},
isbn={978-989-8111-84-5},
}


in EndNote Style

TY - CONF
JO - Proceedings of the 11th International Conference on Enterprise Information Systems - Volume 1: ICEIS,
TI - ESTABLISHING TRUST NETWORKS BASED ON DATA QUALITY CRITERIA FOR SELECTING DATA SUPPLIERS
SN - 978-989-8111-84-5
AU - P. del Castillo R.
AU - Caballero I.
AU - García-Rodríguez I.
AU - Polo M.
AU - Piattini M.
AU - Verbo E.
PY - 2009
SP - 37
EP - 42
DO - 10.5220/0001862300370042