Embedding knowledge graphs into continuous vector spaces has recently attracted increasing interest in base completion. However, most existing embedding methods, only fact triplets are utilized, and logical rules have not been thoroughly studied for the completion task. To overcome problem, we propose an association enhanced graph attention network (AR-KGAN). In this paper, jointly modeled prop...