Spraggan told Digital Spy that Cocozza was one of her favourite contestants from the show's previous eight series, claiming that she admired his charisma.
However, the 20-year-old insisted that, despite a shared passion for drinking and tattoos, she wouldn't end up becoming a problem for producers on the show like Cocozza was in 2011. Brighton singer Cocozza was kicked off last year's X Factor after breaking "a golden rule".
"I wouldn't say I'm going to be naughty," she told Digital Spy. "I'm not out of control. But I'm going to have a drink, like everybody. You've got to have one. You've got to have a laugh."
Watch our video interview with Lucy Spraggan below:
Talking about how she celebrated the airing of her first successful audition on the ITV1 talent show, Spraggan said that she partied with friends and drank "a few beers, some tequilas, some sangria, some sambuca and some gin and tonic".
The X Factor continues on Saturdays on ITV1.