Do you underline or italicize web addresses on a works cited page?

The jury is still out on this one. For example, Portland State University says you must italicize Web addresses and email addresses in running text; however, the University of Pittsburgh no, there is no need to do that.

I prefer the former as it makes for easier, faster reading---the eye can skip over it quickly and readers who need it later can also find it more easily.