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Why Netflix Never Implemented The Algorithm That Won The Netflix $1 Million Challenge | Techdirt - http://www.techdirt.com/blog...
“The viewing data obviously makes a huge difference, but I also find it interesting that there's a clear distinction in the kinds of recommendations people that work if people are going to "watch now" vs. "watch in the future." ¶ I think this is an issue that Netflix probably has faced on the DVD side for years: when people rent a movie that won't arrive for a few days, they're making a bet on what they want at some future point. And, people tend to have a more... optimistic viewpoint of their future selves. That is, they may be willing to rent, say, an "artsy" movie that won't show up for a few days, feeling that they'll be in the mood to watch it a few days (weeks?) in the future, knowing they're not in the mood immediately. ¶ But when the choice is immediate, they deal with their present selves, and that choice can be quite different. It would be great if Netflix revealed a bit more about those differences, but it is already interesting to see that the shift from delayed... - × × ×