Vote Snowballing and Countermeasures
The Trouble is that ranking order determines the number of views, which determines the vote count, which determines the ranking order. This is self-reinforcing, and amplifies random noise such as the number of people who were online at the time the video was submitted. To get a more accurate ranking of videos there are some countermeasures we might try:
0. Introduce some randomness to the default sort order
1. Each view of a video (from a distinct user) subtracts a small fraction from its vote count
2. Only videos found through searching or "random" mode can be voted. If a user arrives at a video through a top-list, he cannot vote for it. Videosift doesn't have enough traffic volume to try this approach, but YT does.
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