1. A popular 1975 song by KC and the Sunshine Band.
2. A pair of shoes one has specifically for dancing; does not necessarily mean 1970's style dancing.
Dude, I'm gonna go put on my Boogie Shoes to boogie to the song Boogie Shoes. See ya.