Knowledge graph construction based on ship collision accident reports to improve maritime traffic safety

L Gan, B Ye, Z Huang, Y Xu, Q Chen, Y Shu - Ocean & Coastal …, 2023 - Elsevier
As an important data source, marine accident investigation reports are frequently used for
accident analysis. However, it is hard to extract effective information since key knowledge is …

User-station attention inference using smart card data: a knowledge graph assisted matrix decomposition model

Q Zhang, Z Ma, P Zhang, E Jenelius, X Ma, Y Wen - Applied Intelligence, 2023 - Springer
Understanding human mobility in urban areas is important for transportation, from planning
to operations and online control. This paper proposes the concept of user-station attention …

City-scale synthetic individual-level vehicle trip data

G Li, Y Chen, Y Wang, P Nie, Z Yu, Z He - Scientific Data, 2023 - nature.com
Trip data that records each vehicle's trip activity on the road network describes the operation
of urban traffic from the individual perspective, and it is extremely valuable for transportation …

An ADAS with better driver satisfaction under rear-end near-crash scenarios: A spatio-temporal graph transformer-based prediction framework of evasive behavior …

J Gao, B Yu, Y Chen, S Bao, K Gao, L Zhang - Transportation research part …, 2024 - Elsevier
Current advanced driver assistance systems (ADASs) do not consider drivers' preferences of
evasive behavior types and risk levels under rear-end near-crash scenarios, which …

RouteKG: A knowledge graph-based framework for route prediction on road networks

Y Tang, W Deng, S Lei, Y Liang, Z Ma… - arXiv preprint arXiv …, 2023 - arxiv.org
Short-term route prediction on road networks allows us to anticipate the future trajectories of
road users, enabling a plethora of intelligent transportation applications such as dynamic …

Mobility Knowledge Graph and its Application in Public Transport

Q Zhang - 2023 - diva-portal.org
Efficient public transport planning, operations, and control rely on a deep understanding of
human mobility in urban areas. The availability of extensive and diverse mobility data …