Deep Learning and Clustering-Based Analysis of Text Narratives for Identification of Traffic Crash Severity Contributors

Crash narratives provide valuable information to understand traffic crashes and develop roadway safety countermeasures. However, manually reading long text narratives is time-consuming and error-prone. This study presents a deep-learning and clustering-based approach to identifying contributors to t...

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Bibliographic Details
Main Authors: Cristian Arteaga, JeeWoong Park
Format: Article
Language:English
Published: MDPI AG 2023-07-01
Series:Engineering Proceedings
Subjects:
Online Access:https://www.mdpi.com/2673-4591/36/1/31