Research Article

Chinese Personal Name Disambiguation Based on Clustering

Table 3

Comparison of clustering algorithms (feature 1 + paragraph + tf).

Clustering algorithmPrecisionRecall score

Hierarchical78.04%89.76%80.94%
-means77.44%77.68%74.94%
Spectral68.03%91.74%74.16%
GMM77.34%82.24%77.91%