Hi Ted,
>So I find that mental state estimations are the indirect way to model and
>predict behaviors while directly modeling behaviors based on observed
>behaviors is, well, more direct.

That's a lovely switch :-) you should come and work for our business
unit, they would love you :-)

However the experience of using page behaviour to recommend product
has been really disappointing
never out performing simple heuristics (and i mean really simple
market segmentation). Maybe we should look again
but having fallen for the engagement metric stuff once what would we
need to look out for to make it better ?
What's your secret Ted!

Lee C

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