1. An apparatus for voice command recognition based on a combination of dialog models, the apparatus comprising: a command intention determining unit configured to recognize a command intention of a voice command of a user through a command intention probability distribution corresponding to the voice command of a user; and an application processing unit configured to recognize the command intention to select an application corresponding to the command intention, and to generate an execution signal of the application.