Source : Webster's Revised Unabridged Dictionary (1913)

Misconception \Mis`con*cep"tion\, n.
   Erroneous conception; false opinion; wrong understanding.
   --Harvey.

Source : WordNet®

misconception
     n : an incorrect conception [ant: {concept}]