For a lot of applications, such as recommendation, adserving, personnalization, marketing optimization, user's information (navigation logs, service logs, calls, purchases...) is stored and analyzed in bigdata framework.

No one knows, who will use these informations.

I think that for most of these applications, approaches which guarantee privacy could (should) be used. See for instance the attached paper.

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