Abstract: The research presents an algorithm that is applicable to name disambiguation of Chinese literature digital library. Differ from the clustering method which considered the node attribute and link structure simultaneity, differ from the state-of-the-art LDA

Key words: Entity resolution, Name disambiguation information retrieval, Link-based analysis