First things first, according to Michael's kids' birth certificates, MJ's full name is Michael Joeseph Jackson, he says it in his deposition, it says it on the 2005 trial, the Murray trial and on his death certificate.
This said, until August 2009 it was perfectly acceptable for one to legally use their shortened name on things like Credit Cards and Drivers Licenses, in this case, Joe.