Yes, unlike Tobita and Matsushima, you need to talk to Mama-san in Imazato and tell her your preference. She brings a girl for you.
The other two are Takii shinchi and Shinodayama shinchi, I guess. I don't know the one close to the airport. It could be one of these two.
Takii shinchi is located...