From Fedora Project Wiki

About This Idea

Keysigning parties give like minded (security/privacy conscious) people a chance to meet up, exchange keys, and just hang out, talking about encryption, their favorite linux distro and nearly anything else.

Making it happen

More or less, you can follow the directions laid out at the Cryptnet KSP page