Emoticam is a program running (consensually) in the background of people's computers.
Anytime a user types something to imply they're emoting in real life, it takes a photo of their face and uploads it here and to Twitter.
Emoticam is open participation; you can download the software here.
Created by Dan Sakamoto. On Twitter as @emoticam_net.