%A Zhang Shunrui, You Hongliang %T Chinese People Name Disambiguation by Hierarchical Clustering %0 Journal Article %D 2010 %J Data Analysis and Knowledge Discovery %R 10.11925/infotech.1003-3513.2010.11.10 %P 64-68 %V 26 %N 11 %U {https://manu44.magtech.com.cn/Jwk_infotech_wk3/CN/abstract/article_3304.shtml} %8 2010-11-25 %X

This paper works on the task of Chinese people name disambiguation by hierarchical clustering algorithm, and proposes several good features for the task by experiments. The authors apply TF to calculate feature weight, and get better results after using artificial rules designed for extracting people name from documents. Finally, an average F-value(α=0.5) of 88.15% is achieved in the test of the corpus containing 191 ambiguous names.