一种基于异质信息网络的学术文献作者重名消歧方法*

邓启平,陈卫静,嵇灵,张宇娥

Author Name Disambiguation Based on Heterogeneous Information Network

Deng Qiping,Chen Weijing,Ji Ling,Zhang Yu’e

表2 作者重名消歧实验结果对比

Table 2 Comparison on Experimental Results

作者姓名 本文方法 APV方法 Non-SFM方法 ACP AAP K-Metric ACP AAP K-Metric ACP AAP K-Metric Hongbin Liang 0.987 0.911 0.948 0.889 0.237 0.459 0.938 0.379 0.596 Guorong Chen 0.918 0.848 0.882 0.911 0.161 0.383 0.919 0.286 0.513 Qi Hu 0.816 0.915 0.864 0.323 0.343 0.333 0.816 0.915 0.864 Jian Du 0.771 0.969 0.864 0.589 0.836 0.701 0.772 0.910 0.838 Xi Huang 0.821 0.817 0.819 0.758 0.534 0.636 0.688 0.728 0.708 Jia Xu 0.769 0.591 0.674 0.730 0.469 0.585 0.787 0.540 0.652 平均值 0.847 0.842 0.842 0.700 0.430 0.516 0.820 0.626 0.695