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demirev

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Is Julia actually used that much? I've been hearing people herald it as the next big thing for the last five years or so, but it doesn't seem like it has taken off. I personally don't know anybody who uses it professionally (I know plenty of people who use R professionally). The most recent SO survey also indicates that it is rather unpopular.

Did the app really grant them continuous access to user info? I thought it was a one-off thing - they get your data at the time of use (and your friends') and that's it.

Plus the approach you outlined would require the user to like/dislike things based on the add they saw, so CA can observe a change in the predicted affiliation (they didn't have access to posts as far as I know). I don't think it would have that effect (even if the add influences you, I doubt that it would make you go unlike Obama's page for example). Not to mention that by any likelihood you shouldn't be able to verify that a particular add was shown to a given individual.

I suspect it was a simpler use case - they would group users into segments, and then craft different add strategies for each one (maybe based on other research or just expert opinion).