I finally got the answer myself. Unlike VS2010, In VS2012 it seems that you have to add SWI-Prolog package into VS2012. So add SWI.Prolog package using Nuget. How?
See: https://nuget.org/packages/SWI.Prolog
And VS2012 will recognize the SWI.Prolog now.
Thanks anyway