Sensitivity analysis and explanations for robust query evaluation in probabilistic databases

@inproceedings{Kanagal2011SensitivityAA,
  title={Sensitivity analysis and explanations for robust query evaluation in probabilistic databases},
  author={Bhargav Kanagal and Jian Li and Amol Deshpande},
  booktitle={SIGMOD Conference},
  year={2011}
}
Probabilistic database systems have successfully established themselves as a tool for managing uncertain data. However, much of the research in this area has focused on efficient query evaluation and has largely ignored two key issues that commonly arise in uncertain data management: First, how to provide explanations for query results, e.g., Why is this… CONTINUE READING

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