Emerging big data sources for public transport planning: A systematic review on current state of art and future research directions

KE Zannat, CF Choudhury - Journal of the Indian Institute of Science, 2019 - Springer
The rapid advancement of information and communication technology has brought a
revolution in the domain of public transport (PT) planning alongside other areas of transport …

Generative models for synthetic urban mobility data: A systematic literature review

A Kapp, J Hansmeyer, H Mihaljević - ACM Computing Surveys, 2023 - dl.acm.org
Although highly valuable for a variety of applications, urban mobility data are rarely made
openly available, as it contains sensitive personal information. Synthetic data aims to solve …

[HTML][HTML] Long-distance mode choice estimation on joint travel survey and mobile phone network data

A Andersson, I Kristoffersson, A Daly… - … Research Part A: Policy …, 2024 - Elsevier
The accuracy of a transport demand model's predictions is inherently limited by the quality of
the underlying data. This issue has been highlighted by the decline in response rates for …

Activity type detection of mobile phone data based on self-training: Application of the teacher–student cycling model

L Gao, H Huang, J Ye, D Wang - Transportation research part C: emerging …, 2024 - Elsevier
Incorporating mobile phone data, known for its high spatial and temporal resolution and
extensive population coverage, into Activity-Based Models (ABM) for understanding …

Mobility functional areas and COVID-19 spread

SM Iacus, C Santamaria, F Sermi, S Spyratos, D Tarchi… - Transportation, 2021 - Springer
This work introduces a new concept of functional areas called Mobility Functional Areas
(MFAs), ie, the geographic zones highly interconnected according to the analysis of mobile …

Mobile technology and studies on transport behavior: A literature analysis, integrated research model, and future research agenda

Y Sun, C Liu, C Zhang - Mobile Information Systems, 2021 - Wiley Online Library
The prevalence of mobile technology has been significant in transport research. Despite a
growing application spectrum of smartphone uses and interests in mobility inference, little …

Potentials of digital twin system for analyzing travel behavior decisions

M Aghaabbasi, S Sabri - Travel Behaviour and Society, 2025 - Elsevier
This review explores the potential of digital twin systems to provide a more holistic
representation of travel behavior and support transportation planning and policymaking. The …

Improving the generation of synthetic travel demand using origin–destination matrices from mobile phone data

B Matet, E Côme, A Furno, S Hörl, L Oukhellou… - Transportation, 2024 - Springer
The dynamics of urban transportation can be captured using activity-based models, which
rely on travel demand data to get a comprehensive understanding of urban mobility. This …

Investigating the relative accuracy of GPS, GSM and CDR data for inferring spatiotemporal travel trajectories

KE Zannat, CF Choudhury, S Hess… - IET Intelligent Transport …, 2024 - Wiley Online Library
The potential of passively generated big data sources in transport modelling is well‐
recognised. However, assessing their accuracy and suitability for policymaking remains …

[HTML][HTML] Long-distance mode choice model estimation using mobile phone network data

A Andersson, L Engelson, M Börjesson, A Daly… - Journal of choice …, 2022 - Elsevier
In this paper we develop two methods for the use of mobile phone data to support the
estimation of long-distance mode choice models. Both methods are based on logit …