[Purpose/Significance]PageRank is a generally accepted and widely used ranking algorithm, which identifies important nodes in the network by passing PR values between nodes.Aiming at the problem of the PageRank algorithm’s neglect of the connection strength and influence strength between nodes, the TransRank algorithm is proposed to mine high-impact nodes more effectively.[Method/Process]The TransRank algorithm used node similarity to measure the connection strength, and then matched the relationship between the connection strength and the inf...