Semantic N-gram feature analysis and machine learning–based classification of drivers' hazardous actions at signal-controlled intersections

KM Kwayu, V Kwigizile, J Zhang… - Journal of Computing in …, 2020 - ascelibrary.org
Abstract In the United States, it is common for crash reports to include a narrative that
contains a police officer's written summary of the crash. The crash narratives provide …

[PDF][PDF] Natural language processing for government: Problems and potential

Y Wijeratne, N de Silva… - International …, 2019 - researchgate.net
Natural Language Processing for Government: Problems and Potential Page 1 DRAFT Natural
Language Processing for Government: Problems and Potential Yudhanjaya Wijeratne, Nisansa …

Decoding Linguistic Ambiguity in Times of Emergency based on Twitter Disaster Datasets

A Hembree, A Beggs, T Marshall… - 2021 IEEE 11th Annual …, 2021 - ieeexplore.ieee.org
As of November 2020, the massively popular social media site Twitter boasts 1.3 billion
accounts, 330 million monthly users, and 500 million tweets per day. The sheer volume of …

Text: traffic entity extraction from twitter

LC Yang, IKT Tan, B Selvaretnam, EK Howg… - Proceedings of the 2019 …, 2019 - dl.acm.org
Traffic congestion is a significant problem for many developing countries. Among a variety of
methods proposed to address this problem, extraction of road traffic conditions from …

Safe roads: An integration between twitter and city sensing

H Sousa, P Figueiredo, D Francisco… - Proceedings of the 12th …, 2022 - dl.acm.org
With the increasing growth of devices connected to the Internet and the evolution of Internet
of Things (IoT), the concept of a modern interconnected city is gaining popularity. On the …

Tweet congestion locations identification using natural language processing

A Subarkah, G Kusnanto, SD Permai… - AIP Conference …, 2023 - pubs.aip.org
Natural Language Processing (NLP) is a field of computer science and linguistics that
explores how computers interact with human (natural) language. NLP is frequently seen as …

[图书][B] Data Mining of Unstructured Textual Information in Transportation Safety Domain: Exploring Methods, Opportunities and Limitations

KM Kwayu - 2021 - search.proquest.com
The unprecedented increase in volume and influx of structured and unstructured data has
overwhelmed conventional data management system capabilities in organizing, analyzing …