As an another option, I used PocketWiFiKorea.com in April 2015, very good, shared among 5 devices
http://pocketwifikorea.com/
$3.95 USD/day
You pick up and return at ICN airport departure hall (2 people on a bench with luggage full of MiFi hotspots, LOL, like some illegal trades)