Text Classification Modeling Approach on Imbalanced-Unstructured Traffic Accident Descriptions Data

The unstructured-textual crash descriptions recorded by police officers is rarely utilized, despite containing detailed information on traffic situations. This lack of utilization is mainly due to the difficulty in analyzing text data, as there is currently no innovative methodology for extracting m...

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Bibliographic Details
Main Authors: Younghoon Seo, Jihyeok Park, Gyungtaek Oh, Hyungjoo Kim, Jia Hu, Jaehyun So
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Open Journal of Intelligent Transportation Systems
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10327780/