The Collaborative International Dictionary of English v.0.48:

Intellectualist \In`tel*lec"tu*al*ist\, n.
   1. One who overrates the importance of the understanding.
      [R.] --Bacon.
      [1913 Webster]

   2. One who accepts the doctrine of intellectualism.
      [1913 Webster]