You're in the wrong part of the forum. page.php is currently your file name. To get /page/ you will have to create a folder within your public folder called /page/ then move page.php into that directory and rename it to index.php *If you're using a content management system like wordpress or Joomla I would not recommend moving things around and renaming things as it could break the way your website functions. In fact if you are completely unsure you should seek face to face advice from someone who's knows what they are doing.
Well what you actually need to do is URL rewriting and having done that you would have to make certain changes to your htaccess file and that should resolve it.
Thank you both. T Media, i know about directories and index pages. Kneoteric_eSolutions described exactly what i was thinking about. Kneoteric_eSolutions, is this a lot of code? have you got an example?