Sampling from repairs of conditional functional dependency violations

@article{Beskales2013SamplingFR,
  title={Sampling from repairs of conditional functional dependency violations},
  author={George Beskales and Ihab F. Ilyas and Lukasz Golab and Artur Galiullin},
  journal={The VLDB Journal},
  year={2013},
  volume={23},
  pages={103-128}
}
Violations of functional dependencies (FDs) and conditional functional dependencies (CFDs) are common in practice, often indicating deviations from the intended data semantics. These violations arise in many contexts such as data integration and Web data extraction. Resolving these violations is challenging for a variety of reasons, one of them being the exponential number of possible repairs. Most of the previous work has tackled this problem by producing a single repair that is nearly optimal… CONTINUE READING
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