Both are about the female lead involved in music.
The Japanese one in Swing instrument, the Korean one involved in traditional ballroom dancing.
They are both sweet and entertaining
Both about love and art through which two people get to know and love each other. In one case it's music, in another - dance. Though the plots are different, the overall feeling from both movies was very similar.