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> But what about an ad? By definition it's something someone pays to be shown. When Google shows you targeted ads, they aren't showing you the best ads for you, they are showing you the best ads of those companies who paid for it (and probably the price influences its ranking). The user is not the first objective.

I mean, that is an assumption, unless you work at Google and is currently sharing the algorithm with us. Most likely, they show you the best ad they can based on targeting criterias and the information they know about you. It could very well be possible that Google not always picks the highest bidder. The winning score is most likely calculated based on a combination of signals, eg bidding price, user's preferences, user's buying history, etc.



Of course is an assumption (should have used the word 'probably', my mistake). My point was that once the bidding price enters the equation it no longer can be considered a recommendation system, even if it's only one factor of multiple (as I suppose).




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