Not necessarily. Firstly, the video would need to be hosted by a web server (which you can technically configure your server to be, but it isn't by default), referencing a file by it's path on the server is not likely to work.
I tried testing with a wmv file that I was hosting in IIS, and that did not work. You may need additional configuration in IIS to allow the ability to stream files.