iTunes names the files according to the titles you give them. It can also automatically add the track number (if specified in the tags) to the beginning of the name, but this can be turned off in iTunes preferences.
You can also uncheck these items in iTunes Preferences (in the General tab of the Advanced pane):
◊ Keep iTunes Music Folder organized
◊ Copy files to iTunes Music Folder when adding to library