Is it possible to force window to switch between normal and full-screen mode by JavaScript (no jQuery)..?
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You could try the experimental FullScreen API.
If you are not satisfied with the browser support, there is one more option: display a message to the user about how F11 switches to Fullscreen mode. Used this as a fallback option in a recent webapp I worked on, and the feedback was satisfactory.