MPRM: A Markov Path-based Rule Miner for Efficient and Interpretable Knowledge Graph Reasoning

Mingyang Li, Song Wang, Ning Cai

Rule mining in knowledge graphs enables interpretable link prediction. However, deep learning-based rule mining methods face significant memory and time challenges for large-scale…