What is the controversy/issue surrounding Jerusalem as Israel's capital?

I was reading this article where representatives at the 2012 Democratic National Convention booed in disagreement over a platform position regarding Jerusalem as the capital of Israel. I'm **not interested in a political debate** in asking this question; rather I am interested in what is the thought process behind the position that would contest Jerusalem as Israel's capital?