Methodologies for data quality assessment and improvement

@article{Batini2009MethodologiesFD,
  title={Methodologies for data quality assessment and improvement},
  author={Carlo Batini and Cinzia Cappiello and Chiara Francalanci and Andrea Maurino},
  journal={ACM Comput. Surv.},
  year={2009},
  volume={41},
  pages={16:1-16:52}
}
The literature provides a wide range of techniques to assess and improve the quality of data. Due to the diversity and complexity of these techniques, research has recently focused on defining methodologies that help the selection, customization, and application of data quality assessment and improvement techniques. The goal of this article is to provide a systematic and comparative description of such methodologies. Methodologies are compared along several dimensions, including the… CONTINUE READING

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References

Publications referenced by this paper.
SHOWING 1-9 OF 9 REFERENCES

Modeling the manufacture of an information product with IP-MAP

  • G. SHANKARANARAYAN, R. Y. WANG, M. ZIAD
  • In Proceedings of the 6th International…
  • 2000
Highly Influential
12 Excerpts

Improving Data Warehouse and Business Information Quality

  • L. ENGLISH
  • 1999
Highly Influential
6 Excerpts

A methodology for data quality assessment on financial data

  • F. DE AMICIS, C. BATINI
  • Studies Commun. Sci. SCKM
  • 2004
Highly Influential
4 Excerpts

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