ProbView: A Flexible Probabilistic Database System

@article{Lakshmanan1997ProbViewAF,
  title={ProbView: A Flexible Probabilistic Database System},
  author={Laks V. S. Lakshmanan and Nicola Leone and Robert B. Ross and V. S. Subrahmanian},
  journal={ACM Trans. Database Syst.},
  year={1997},
  volume={22},
  pages={419-469}
}
Probability theory is mathematically the best understood paradigm for modeling and manipulating uncertain information. Probabilities of complex events can be computed from those of basic events on which they depend, using any of a number of strategies. Which strategy is appropriate depends very much on the known interdependencies among the events involved. Previous work on probabilistic databases has assumed a fixed and restrictivecombination strategy (e.g., assuming all events are pairwise… CONTINUE READING
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