An explative, usually used instead of "Fuck." Also another name for "Doomtrain" on Final Fantasy VIII.
"Aw, Fahooganoog! My toenail's falling off!"
"That fahooganoog! He stole my bra!"
"Shut the fahooganoog up, you fahooganoog!"