Do you know any research paper about spatial data mining algorithms to retrieve trends about local business services (such as google places.. etc)
let's say most rated restaurants this week.. etc ?
I need scientific material about it.
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That is a really specific question - your best bet would be to inquire directly with people who specialize in spatial data mining and possibly with companies which provide local business/restaurant data to see what's out there.