I'll likely check one bag from the beginning, then in Seoul I'll check 1 or 2 more. I know Korean air has a two baggage allowance with a fee around 100$ for 3rd bags on international flights. So would checking luggage at two different locations of the flight itinerary be an issue?
I would think that this has been asked to the airlines before by someone who did some major shopping on their long layovers.