The earliest citation given in the Oxford English Dictionary for any word used as a name for this element is alumium, which British chemist and inventor Humphry Davy employed in 1808 for the metal he was trying to isolate electrolytically from the mineral alumina. The citation is from the journal Philosophical Transactions of the Royal Society of London: "Had I been so fortunate as to have obtained more certain evidences on this subject, and to have procured the metallic substances I was in search of, I should have proposed for them the names of silicium, alumium, zirconium, and glucium."[67][68]
Davy settled on aluminum by the time he published his 1812 book Chemical Philosophy
Wikipedia seems to have a different story that you.
http://en.wikipedia.org/wiki/Aluminium#Etymology