I hold a F-6 visa in Korea and want to apply for tourist visa in Korea

Hello!

I am a Turkish citizen who has been residing in Korea for over three years. I hold an F-6 entry permit and want to visit China. I wonder if I can apply for tourist entry permit in Korea. I don't want to go back to my home country just for entry permit because it's waste of time and money. Thanks for your answer!