When faced with a new domain D n+1 , K allows the general dependency feature to generate more dependency patterns related to aspects due to more knowledge labels 'A' as we explained in the previous section.
if the context word in the dependency relation appears in K t , we replace it with a knowledge label 'A' (aspect); otherwise 'O' (other).