Hiding parameters in address bar in a MVC application

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MVC4

I am passing some parameters in a controller action method through a Hyperlink.
I need to hide the parameters in the address bar and show only the Action method name.
For e.g. http://localhost/Controller/MethodName

Can anyone tell me how this can be achieved?

What I have tried:

I have used query string to pass the data, but that has to be avoided. I tried to assign the data to a hidden variable and pass the model. Even then the data is coming in the address bar.