Paint face with "foundation" makeup using a layer of skin color on color mode to take away lip color and any other makeup color which was already on the face. Lighten eyebrows using dodge shadows. Use surface blur to get rid of skin pores and achieve a smooth porcelain doll look which can also be achieved with makeup and real face paint. Mask out eyes and lips from blur layer.
Add previously made background behind the face. Cut the hair from the doll source. Add the doll hair to the face using a lot of puppet warp and other transform tools. Change the color of the hair. Select the black top and add a pattern to it using render clouds, glowing edges filter and canvas texturizer.