时间感知组合的动态知识图谱补全

李忠良,陈麒,石琳,杨朝,邹先明

Dynamic knowledge graph completion of temporal aware combination

Zhongliang LI,Qi CHEN,Lin SHI,Chao YANG,Xianming ZOU

表 5 不同嵌入方法在ICEWS14和ICEWS11-14数据集上的实验结果对比

Tab.5 Comparison of experimental results of different embedding methods on ICEWS14 and ICEWS11-14 datasets %

时序嵌入方法 ICEWS14 ICEWS11-14 MRR H@1 H@3 H@10 MRR H@1 H@3 H@10 T 55.3 43.7 62.7 76.5 60.2 51.3 65.2 75.5 DE 53.9 42.5 61.2 74.6 54.2 42.3 61.0 67.8 UTEE 53.7 42.5 60.8 74.8 56.1 45.2 62.9 76.4 HyTE 52.3 41.9 58.9 71.4 54.9 43.1 61.7 77.4 ATiSE 46.6 34.7 53.4 69.7 49.3 37.5 56.1 72.2 TA 37.1 25.3 42.2 61.4 33.4 24.0 37.6 51.2 TAC 62.5 48.8 65.6 78.3 64.7 48.7 77.4 91.2