This approach yielded poor results, possibly due to the fact that in the PageRank algorithm the contribution of a node weakens the more outgoing edges it has, and the artifical domain nodes have hundreds of outgoing links.
an alternative strategy was adopted of connecting all synsets within a domain to each other.