Accident; analysis and prevention
A 'Cluster-then-Estimate' Natural Language Processing (NLP) Approach for Classifying Maritime Incident Severity Based on Textual Descriptions.
Tianyi Chen, Maohan Liang, Wei Siong Lee, Yutong Cai, Qiang Meng
Published: 202610.1016/j.aap.2026.108413
Abstract
Textual incident description is a vital source for understanding the severity of maritime incident. In the maritime industry, relevant authorities and companies typically rely on manual methods to estimate incident severity based on textual descripti…
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