I start my week on Monday. If you ask me " What's the first day of the week?" I'm saying Monday. I've thought about this calendar thing before and the only thing I could think of is the midnight confusion. If you say Sunday midnight is really Monday morning. 
Sunday is called a weekEND, so it should be the last day of the week!