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Applied Sciences· 2026Q2

Topic Modeling of Occupational Accident Narratives in the Manufacturing Sector Using BERTopic: Sector-Specific Accident Pattern Analysis

Esra Aktaş, Hatice Ediz Atmaca

Short summary

BERTopic analysis of 1.6 million accident narratives reveals that manufacturing sectors, despite differences in machinery and environments, largely share similar underlying risk mechanisms for occupational accidents.

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