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 6 不同时序嵌入方法在ICEWS14数据集上的实验结果

Tab.6 Comparison of experimental results of different temporal embedding methods on ICEWS14 dataset %

时序嵌入方法 ICEWS14 MRR H@1 H@3 H@10 t-TransE 23.6 9.7 29.3 52.8 TA-TransE 27.9 39.9 50.6 70.2 TAC-TransE 23.3 15.2 38.0 62.7 T-DistMult 43.2 31.7 48.4 66.3 TA-DistMult 53.6 41.8 61.0 76.0 TAC-DistMult 58.7 47.8 65.6 78.3 T-SimplE 31.4 18.5 34.4 55.5 TA-SimplE 20.5 13.4 22.6 32.6 TAC-SimplE 62.5 48.8 74.1 89.4