I have a Terasic DE0 CV board and am trying to install Quartus. It keeps trying to install Device SUpport, but after I did so, it says that it couldn't locate directory to install application,
Are you saying that the device installer can't find the Quartus installation? It's not clear where you're seeing an issue. The device installer asks you to point to the location of the Quartus installation.