Risk identification of listed companies violation by integrating knowledge graph and multi-source risk factors

Jinlong Wang, Pengjun Li, Yingmin Liu, Xiaoyun Xiong, Yuanyuan Zhang, Zhihan Lv

Abstract: Highlights•Build a knowledge graph to consolidate violation risk information across enterprises.•Developed the PVR-LE algorithm to assess violation risk associations in enterprises.•Introducing MRFNN neural networks for fusion of multi-source risk factors.