The striker is a firm fans' favourite at the Hawthorns.
"It's not very often that, as a striker, the fans sing your name when you're not scoring goals," Fortune told the WBA website.
"If you don't score, normally the fans don't like you. I'm a striker and I want to score goals. I need to improve that stat this season.
"I will work very hard to make that happen."