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by pdkl95
3585 days ago
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Of course they have FB accounts. That isn't the point. The authors of these algorithms introduce - often without conscious intent - their own biases. They bring their own background, morals, etc when they design an algorithm. This is a general problem with creating an algorithm to supplement or replace anything previously done by humans. Even if the algorithm is given accurate and unbiased data (which is rare), the choice itself to use an algorithm in the first place and the design of the algorithm also contain bias. Sometimes this bias is intentional such as "redlining" where housing loans were denied to blacks using various proxies for race. I suspect that in most cases the bias is accidental, which is why it is very important to check the results carefully for any unintended bias. In situations like Facebook, simply asking their users first (opt-in) if they would like to participate in "local friend discovery" would be a great start. |
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I mean, at this point you're asking Facebook to do something which is directly inimical to its interests, in that people opting out of "local friend discovery" truncates its social graph, or at least reduces the weights it can put on some edges, and thus makes its information less valuable for targeted advertising.
It would be nice to imagine that the people who make such decisions would make that one out of the goodness of their hearts. I do not think this likely. In the absence of a strong financial incentive to do otherwise, I would expect to see things go on pretty much as they have been, i.e., getting gradually worse over time. Threatening Facebook employees with physical harm seems like a severely counterproductive strategy toward applying such an incentive, but I'm not sure what to suggest in its place, because I've tended more in the direction of finding ways to convince people the problem actually exists - itself a regrettable necessity.