WARNING Series 4 Spoilers
Long story short, The Doctor keeps seeing Rose where ever he goes, but it's just his memories playing tricks with him. Till he really does see Rose and well I don't wanna spoil the end for ya.
this is so hilarious if you know Doctor and Rose, Lily Allen wrote the song, this just goes together so perfectly. ahh, Doctor and Rose, good times, good times...