Identification and classification of transportation disaster tweets using improved bidirectional encoder representations from transformers.

Rajesh Prasad, Akpan Uyime Udeme,Sanjay Misra,Hashim Ibrahim Bisallah

Int. J. Inf. Manag. Data Insights（2023）

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摘要

•Improved transportation in Nigeria by sending real-time road traffic and tweets.•Identification of the disaster using NER, tweets, and location database.•Classification of the tweet into disaster and non-disaster using the BERT model.•Serving as a tool for the transportation agency in Nigeria.

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AdamW optimizer,BERT model,Machine learning,Artificial intelligence,And natural language processing

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