Ship risk early warning method and device, electronic equipment, medium and chip

By integrating multi-source data and mining related network risks, the problem of insufficient depth in ship compliance risk assessment in existing technologies has been solved, enabling comprehensive and intelligent risk early warning for ships, accurately identifying indirect risks, and improving the level of intelligence in shipping safety supervision.

CN122198607APending Publication Date: 2026-06-12YIHAILAN (BEIJING) DATA TECH CO LTD
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Patent Information

Authority / Receiving Office
CN · China
Patent Type
Applications(China)
Current Assignee / Owner
YIHAILAN (BEIJING) DATA TECH CO LTD
Filing Date
2026-02-02
Publication Date
2026-06-12

AI Technical Summary

Technical Problem

Existing technologies are insufficient for identifying indirect risks arising from the ship's underlying equity structure, management relationships, and other hidden connections in ship trade compliance and risk assessment. This results in inadequate risk assessment depth and creates blind spots in risk control.

Method used

By integrating multi-source data such as static and dynamic data of ships, external lists, and geographic information, the standardized risk characteristics of the target ship are extracted, and its relationship network with external entities is explored. The risk value of the related entities is calculated, the risk contribution from the related entities to the target ship is quantified, and the relationship transmission risk characteristics are formed. Finally, the risk characteristics of the target ship are integrated with its own network risk characteristics to generate a comprehensive relationship risk characteristic.

Benefits of technology

It achieves proactive and intelligent risk warnings that go beyond the level of individual ship behavior, accurately identifies potential indirect risks, and improves the analytical depth of ship compliance risk identification and the level of intelligence in shipping safety supervision.

✦ Generated by Eureka AI based on patent content.

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Abstract

Embodiments of the present application provide a ship risk early warning method, device, electronic equipment, medium and chip, and relate to the field of maritime supervision, wherein the ship risk early warning method comprises: obtaining sailing data related to a target ship through a data interface; determining a standardized risk feature corresponding to the target ship according to the sailing data; determining association relationship data of an association relationship between the target ship and other entities according to an external list data source corresponding to a data source; determining at least one associated entity associated with the target ship; determining an external risk feature corresponding to each associated entity; determining an associated conduction risk feature conducted from the at least one associated entity to the target ship according to the association relationship data and the external risk feature; and determining an associated risk feature of the target ship according to the standardized risk feature of the target ship and the associated conduction risk feature. Through the scheme of the present application, the analysis depth of ship compliance risk identification is improved.
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