Framework for fusing traffic information from social and physical transportation data
Tremendous volumes of messages on social media platforms provide supplementary traffic
information and encapsulate crowd wisdom for solving transportation problems. However …
information and encapsulate crowd wisdom for solving transportation problems. However …
Empowering real-time traffic reporting systems with nlp-processed social media data
Current urbanization trends are leading to heightened demand of smarter technologies to
facilitate a variety of applications in intelligent transportation systems. Automated …
facilitate a variety of applications in intelligent transportation systems. Automated …
Tracking traffic congestion and accidents using social media data: A case study of Shanghai
Traffic congestion and accidents take a toll on commuters' daily experiences and society.
Locating the venues prone to congestion and accidents and capturing their perception by …
Locating the venues prone to congestion and accidents and capturing their perception by …
Mining transportation information from social media for planned and unplanned events
The objective of this project is on mining social media data to deduce useful traveler's
information with a special emphasis under events, including both planned events (such as …
information with a special emphasis under events, including both planned events (such as …
SNSJam: Road traffic analysis and prediction by fusing data from multiple social networks
B Alkouz, Z Al Aghbari - Information Processing & Management, 2020 - Elsevier
The increased popularity of micro-blogging applications together with the widespread of
location-aware devices have resulted in the creation of large streams of geo-tagged data …
location-aware devices have resulted in the creation of large streams of geo-tagged data …
Using adverse weather data in social media to assist with city-level traffic situation awareness and alerting
Traffic situation awareness and alerting assisted by adverse weather conditions contributes
to improve traffic safety, disaster coping mechanisms, and route planning for government …
to improve traffic safety, disaster coping mechanisms, and route planning for government …
Crowd sensing of traffic anomalies based on human mobility and social media
The advances in mobile computing and social networking services enable people to probe
the dynamics of a city. In this paper, we address the problem of detecting and describing …
the dynamics of a city. In this paper, we address the problem of detecting and describing …
Leveraging social media as a source of mobility intelligence: An NLP-based approach
T Fontes, F Murçós, E Carneiro… - IEEE Open Journal …, 2023 - ieeexplore.ieee.org
This work presents a deep learning framework for analyzing urban mobility by extracting
knowledge from messages collected from Twitter. The framework, which is designed to …
knowledge from messages collected from Twitter. The framework, which is designed to …
Tweeting Traffic: Analyzing Twitter for generating real-time city traffic insights and predictions
P Tejaswin, R Kumar, S Gupta - … of the 2nd IKDD Conference on Data …, 2015 - dl.acm.org
Crowd sourced road traffic management is an open, unexplored problem in data science.
With the growth of mobile communications and social media networks, more people are …
With the growth of mobile communications and social media networks, more people are …
From Twitter to detector: Real-time traffic incident detection using social media data
The effectiveness of traditional incident detection is often limited by sparse sensor coverage,
and reporting incidents to emergency response systems is labor-intensive. We propose to …
and reporting incidents to emergency response systems is labor-intensive. We propose to …