Hi Shujing,

> 4. About the interestingness evalution
>
> I didn't quite get the meaning of the rich(x) and z(y) and married(x,y)
> example.
> I think it is also related to the pattern gram. For below 2 patterns: x,y,z
> are variables
> pattern A:  rich(x) and z(y) and married(x,y)
> pattern B:  rich(x) and cute(y) and married(x,y)
>
> If they are represented as 3 gram patterns, then it may be able to just
> evaluate their interesingness by surpringness
> pattern A:
> InheritanceLink  x  rich
> InheritanceLink  y  z
> EvaluationLink married x y
>
> pattern B:
> InheritanceLink  x  rich
> InheritanceLink  y  cute
> EvaluationLink married x y
>
> If they are represented as 1 gram patterns, then I can implement an
> interestingness evalution based on the variables inside one root link.
> pattern A:
> ImplicationLink
>     AndLink
>         InheritanceLink  x  rich
>         InheritanceLink  y  z
>     EvaluationLink married x y
>
> pattern B:
> ImplicationLink
>     AndLink
>         InheritanceLink  x  rich
>         InheritanceLink  y  z
>     EvaluationLink married x y

Well it seems that the mathematical basis of the interestingness
evaluation is the same whether we view this as a 3-gram pattern or as
a 1-gram pattern

So I guess the answer is that, yeah, the interestingness evaluation
has to be able to look at multiple variables within a "1-gram" and
also across different "grams" ...

There may be surprisingness

-- within a single "gram"

-- among multiple "grams"

-- involving, say, 2 variables in one gram, and then 2 variables in another gram

(where i'm using "gram" as a shorthand for "set of Atoms supervened
over by a single root link")

ben

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