This invention discloses a method,
system, and device for early warning of operational risks in information systems, specifically relating to the field of operational security and risk early warning technology. The method includes the following steps: collecting user data to generate an operation log
correlation index; generating a
data transmission integrity coefficient based on the operation log
correlation index; generating a multi-
source data correlation matrix based on the integrity coefficient; generating a multi-dimensional abnormal correlation threshold based on the multi-
source data correlation matrix; and generating an operational risk warning level and handling suggestions based on the multi-dimensional abnormal correlation threshold. This invention improves the effectiveness of early warning for operational risks in information systems through multi-stage
data processing, multi-technology integration, and multi-
dimensional analysis. It collects and cleans user operation behavior data, combines a baseline log template with precise
time windows to statistically analyze field frequencies, and improves the accuracy of the operation log
correlation index, laying a reliable data foundation for subsequent analysis.