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

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...

Disgrifiad llawn

Manylion Llyfryddiaeth
Prif Awduron: Cristian Arteaga, JeeWoong Park
Fformat: Erthygl
Iaith:English
Cyhoeddwyd: MDPI AG 2023-07-01
Cyfres:Engineering Proceedings
Pynciau:
crash narratives
clustering
deep learning
semantic similarity
severity contributors
Mynediad Ar-lein:https://www.mdpi.com/2673-4591/36/1/31

Rhyngrwyd

https://www.mdpi.com/2673-4591/36/1/31

Eitemau Tebyg