The effects of dangling nodes on citation networks

摘要

This study discusses the effects of dangling nodes on citation networks through the PageRank algorithm. The origins of dangling nodes for citation networks are introduced and three methods are applied to handle dangling nodes: retaining all dangling nodes, deleting dangling nodes, and clustering dangling nodes into one node. Correlation analyses are used to compare these three methods.