Automating pattern discovery for rule based data standardization systems

@article{Chaturvedi2013AutomatingPD,
  title={Automating pattern discovery for rule based data standardization systems},
  author={Snigdha Chaturvedi and K. Hima Prasad and Tanveer A. Faruquie and Bhupesh Chawda and L. Venkata Subramaniam and Raghu Krishnapuram},
  journal={2013 IEEE 29th International Conference on Data Engineering (ICDE)},
  year={2013},
  pages={1231-1241}
}
Data quality is a perennial problem for many enterprise data assets. To improve data quality, businesses often employ rule based data standardization systems in which domain experts code rules for handling important and prevalent patterns. Finding these patterns is laborious and time consuming, particularly for noisy or highly specialized data sets. It is also subjective to the persons determining these patterns. In this paper we present a tool to automatically mine patterns that can help in… CONTINUE READING
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