Among existing approaches, graph-based semi-supervised learning algorithms have been shown to be an effective way to impose a query's influence on sentences (Zhou et al, 2003;Zhou et al, 2004;Wan et al, 2007).
a weighted network is constructed where each sentence is modeled as a node and relationships between sentences are modeled as directed or undirected edges.