According to the present invention, contact plugs are formed by a CVD method without deteriorating the properties of the ferroelectric capacitor in a semiconductor device having a fine ferroelectric capacitor. Adhesive film is formed in a contact hole, which exposes an upper electrode of the ferroelectric capacitor after conducting heat treatment in an oxidizing atmosphere, and a W layer is deposited by the CVD method using such TiN adhesive film as a hydrogen barrier and the contact hole is filled.