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I want to detect the links in page which are used for advertisement. Or is there any statistical data by which I can guess this link is for advertisement?

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I know this isn't a concrete answer, but if I were doing the same, I'd take a look at AdBlock and other add-ons in browsers such as Firefox since they do much the same. There are quite a few open source add-ons out there where you can view the code that does this. And even most email programs detect junk mail (and ads) using Bayesian filters which I'm sure with a bit of tweaking would work well.

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