3w model and algebra for unified data mining

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    Risk

    high

    low

    Risk Risk

    high low

    Risk Risk

    high

    degree

    yes no

    city age

    city country

    age

    50in[25,45]income income

    high low high low

    (a) (b)

    =30

    50in[25,45]income income

    high low high lowdeg.

    deg. deg.deg. deg.

    Risk

    high

    &city

    yes no

    age

    =30

    Risk

    high

    Risk

    high

    & &city country

    yes no

    Risk

    high

    &city

    (c)

    age

    (populate)

    Relations

    Intensional

    Dimensions

    Extensional

    Dimensions

    Relational

    ExtendedRelationalAlgebra

    Dimension

    Algebra

    Algebra

    (lookup)

    (mine

    )

    (regionize)

    (refresh)

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