An Inductive Reasoning Model based on Interpretable Logical Rules over temporal knowledge graph

Xin Mei, Libin Yang, Zuowei Jiang, Xiaoyan Cai, Dehong Gao, Junwei Han, Shirui Pan

Abstract: Highlights•Proposed a hybrid rule-based and embedding-based method for inductive reasoning.•Integrated logical rules inherent in relations with interaction preferences.•Demonstrated zero-shot transferability of the proposed method on related datasets.•Achieved state-of-the-art performance on public datasets with the developed method.