Hello Stranger (2010)

"One city. two strangers. An unlikely love story."

Two strangers meet in South Korea, each on a vacation. When he misses his tour bus, he asks a woman if he can hang out with her for a few days. They have fun together, but never tell each other their names. So when the trip is over they don't know how to contact each other.