Analytics on public transport delays with spatial big data

J Raghothama, VM Shreenath, S Meijer - Proceedings of the 5th ACM …, 2016 - dl.acm.org
The increasing pervasiveness of location-aware technologies is leading to the rise of large,
spatio-temporal datasets and to the opportunity of discovering usable knowledge about the …

Special issue on spatiotemporal big data analytics for transportation applications

BY Chen, MP Kwan - Transportmetrica A: Transport Science, 2020 - Taylor & Francis
In recent years, the development of information and communication technologies (ICTs) has
made it technically and economically feasible to collect huge amounts of spatiotemporal …

[PDF][PDF] TransBigData: A Python package for transportation spatio-temporal big data processing, analysis and visualization

Q Yu, J Yuan - Journal of Open Source Software, 2022 - joss.theoj.org
In recent years, data generated in the field of transportation has begun to explode. Individual
continuous tracking data, such as mobile phone data, IC smart card data, taxi GPS data, bus …

Spatio-temporal profiling of public transport delays based on large-scale vehicle positioning data from GPS in Wrocław

P Szymański, M Żołnieruk, P Oleszczyk… - IEEE Transactions …, 2018 - ieeexplore.ieee.org
In recent years, many studies on urban mobility based on large data sets have been
published: most of them are based on crowdsourced GPS data or smart-card data. We …

Spatio-Temporal Profiling of Public Transport Delays Based on Large-Scale Vehicle Positioning Data From GPS in Wroclaw

P Szymanski, M Zolnieruk, P Oleszczyk… - IEEE Transactions On …, 2018 - trid.trb.org
In recent years, many studies on urban mobility based on large data sets have been
published: most of them are based on crowdsourced GPS data or smart-card data. The …

Exploring the time geography of public transport networks with the gtfs2gps package

RHM Pereira, PR Andrade, JPB Vieira - Journal of Geographical Systems, 2023 - Springer
The creation of the General Transit Feed Specification (GTFS) in the mid-2000s provided a
new data format for cities to organize and share digital information on their public transport …

Monitoring trucks to reveal Belgian geographical structures and dynamics: From GPS traces to spatial interactions

A Adam, O Finance, I Thomas - Journal of Transport Geography, 2021 - Elsevier
Despite the fact that freight transport has a huge impact on the economy and the
environment, Belgian datasets have always been scarce or restricted to very small a-spatial …

Big data: A new opportunity for transport geography?

E Tranos, E Mack - Journal of Transport Geography, 2019 - trid.trb.org
The rise of Web 2.0 and user-generated content has provided the research community with
novel sources of unconventional, unstructured data sources, which are widely referred to as …

Belgium through the lens of rail travel requests: does geography still matter?

J Jones, C Cloquet, A Adam, A Decuyper… - … International journal of …, 2016 - mdpi.com
This paper uses on-line railway travel requests from the iRail schedule-finder application for
assessing the suitability of that kind of big data for transportation planning and to examine …

Urban analytics of big transportation data for supporting smart cities

CK Leung, P Braun, CSH Hoi, J Souza… - Big Data Analytics and …, 2019 - Springer
The advances in technologies and the popularity of the smart city concepts have led to an
increasing amount of digital data available for urban research, which in turn has led to urban …