In-ternet forums, blogs, wikis, podcasts, instant messaging, and social networking.
considering the semantic similarity between nodes, we use another variant of the PageRank algorithm to calculate the weight of comment : where is a damping factor, and , is the normalized weight of comment referring to defined as where , is an entry in the graph adjacency matrix M and is a constant to avoid division by zero.