Justin Bieber Sings "What Do You Mean" at The Ellen DeGeneres Show in 2015 Justin Bieber took over an entire episode of The Ellen DeGeneres Show in 2015 to celebrate the release of his fourth studio album, Purpose, which included this performance of "What Do You Mean."