@ooPh9quu
This is because, historically, Korea has been invaded by Japan on several occasions, the most egregious being during WWII.
As far as Japan is concerned, Korea is likely just viewed as 'the mainland' and no more thought put in to it, but this bit is just conjecture on my part.