Thank you for your reply.
I have followed that tutorial already but the PDF still turns out corrupted.
It just want display the second page/menu page. It's kind of jumping back to the first page with the video on.
I have got a feeling that the video file for some reason is corrupting the over all document.
You're not going to be able to do this from InDesign. Pop over to the Acrobat forum and ask them about it.
Keep in mind that any suggestion may or may not work outside of Acrobat or Acrobat Reader.