Management of probabilistic data: foundations and challenges

    PODS, pp. 1-12, 2007.

    Cited by: 347|Bibtex|Views36|Links
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    Keywords:
    data modelprobabilistic database

    Abstract:

    Many applications today need to manage large data sets with uncertainties. In this paper we describe the foundations of managing data where the uncertainties are quantified as probabilities. We review the basic definitions of the probabilistic data model, present some fundamental theoretical result for query evaluation on probabilistic da...More

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