An article in the Atlantic offers a great overview of the philosophy and theology that drives ISIS. In brief, ISIS is based on the belief that Muslims must establish a caliphate, a pure Islamic state where Sharia is fully implemented. The group declared themselves a worldwide caliphate, with Abu Bakr al-Baghdadi as the caliph.

What ISIS Really Wants: The Atlantic