There are quite a few local hotels but for 24 hrs probably be best to go into Seoul. I would stay centrally and either do a tour or just walk around. The metro is quite extensive if you want to plan something yourself like visit the Palace. I would use the KAL buses to get into town, many hotels will be drop off points or near to the drop off points.