As the words are linked to the concepts by directed edges, they act as source nodes injecting mass into the concepts they are associated with, which thus become relevant nodes, and spread their mass over the LKB graph.
the resulting personalized PageRank vector can be seen as a measure of the structural relevance of LKB concepts in the presence of the input context.