New and emerging data forms in transportation planning and policy: Opportunities and challenges for “Track and Trace” data

G Harrison, SM Grant-Muller, FC Hodgson - Transportation Research Part …, 2020 - Elsevier
High quality, reliable data and robust models are central to the development and appraisal
of transportation planning and policy. Although conventional data may offer good 'content', it …

Transport modelling in the age of big data

C Anda, A Erath, PJ Fourie - International Journal of Urban …, 2017 - Taylor & Francis
ABSTRACT New Big Data sources such as mobile phone call data records, smart card data
and geo-coded social media records allow to observe and understand mobility behaviour on …

[HTML][HTML] An automated approach from GPS traces to complete trip information

A Yazdizadeh, Z Patterson, B Farooq - International Journal of …, 2019 - Elsevier
Recent advances in communication technologies have enabled researchers to collect travel
data based on ubiquitous and location-aware smartphones. These advances hold out the …

[图书][B] Mobility patterns, big data and transport analytics: tools and applications for modeling

C Antoniou, L Dimitriou, F Pereira - 2018 - books.google.com
Mobility Patterns, Big Data and Transport Analytics provides a guide to the new analytical
framework and its relation to big data, focusing on capturing, predicting, visualizing and …

Comprehensive review of travel behavior and mobility pattern studies that used mobile phone data

MB Rojas IV, E Sadeghvaziri… - Transportation Research …, 2016 - journals.sagepub.com
Traditional data acquisition methods, such as surveys and diaries, used in transportation
studies have become burdensome and inefficient in comparison to the emerging sources of …

Demand responsive transport: Generation of activity patterns from mobile phone network data to support the operation of new mobility services

P Franco, R Johnston, E McCormick - … Research Part A: Policy and Practice, 2020 - Elsevier
Abstract Demand Responsive Transport (DRT), covering the first/last mile of a journey, plays
a pivotal role in the delivery of a seamless integrated door-to-door service, which is a …

[HTML][HTML] An empirical comparison of four technology-mediated travel survey methods

H Safi, B Assemi, M Mesbah, L Ferreira - Journal of traffic and …, 2017 - Elsevier
The increasing demand for advanced modelling methods, which can reflect complex travel
activities of individuals, requires enhanced travel data collection methods. The introduction …

An evaluation of emerging data collection technologies for travel demand modeling: from research to practice

RJ Lee, IN Sener, JA Mullins III - Transportation Letters, 2016 - Taylor & Francis
Traditional methods of travel data collection are often limited by high costs, infrequent
updates, or small sample sizes. Several emerging technologies, such as mobile phone …

Modelling trip generation using mobile phone data: A latent demographics approach

A Bwambale, CF Choudhury, S Hess - Journal of Transport Geography, 2019 - Elsevier
Traditional approaches to trip generation modelling rely on household travel surveys which
are expensive and prone to reporting errors. On the other hand, mobile phone data, where …

Data to the people: a review of public and proprietary data for transport models

V Mahajan, N Kuehnel, A Intzevidou… - Transport …, 2022 - Taylor & Francis
Data play an indispensable role in transport modelling. The availability of data from non-
conventional sources, such as mobile phones, social media, and public transport smart …