It refers to being away from the keyboard and is a word that informs others that you'll not be using your computer for some time. It's typically used along in conjunction with another abbreviation - brb (be back)--to signify the fact that you'll be taking a quick break. The term"AFK" came into use as a part of chat room etiquette back in the 1990s, when IRC reached its height.