Applying mobile phone data to travel behaviour research: A literature review
Travel behaviour has been studied for decades to guide transportation development and
management, with the support of traditional data collected by travel surveys. Recently, with …
management, with the support of traditional data collected by travel surveys. Recently, with …
Transport mode detection based on mobile phone network data: A systematic review
The rapid development in telecommunication networks is producing a huge amount of
information regarding how people (with their mobile devices) move and behave over space …
information regarding how people (with their mobile devices) move and behave over space …
Coupling mobile phone and social media data: A new approach to understanding urban functions and diurnal patterns
Understanding urban functions and their relationships with human activities has great
implications for smart and sustainable urban development. In this study, we present a novel …
implications for smart and sustainable urban development. In this study, we present a novel …
Activity-based human mobility patterns inferred from mobile phone data: A case study of Singapore
In this study, with Singapore as an example, we demonstrate how we can use mobile phone
call detail record (CDR) data, which contains millions of anonymous users, to extract …
call detail record (CDR) data, which contains millions of anonymous users, to extract …
Algorithmic geographies: Big data, algorithmic uncertainty, and the production of geographic knowledge
MP Kwan - Annals of the American Association of Geographers, 2016 - Taylor & Francis
Drawing on examples from human mobility research, I argue in this article that the advent of
big data has significantly increased the role of algorithms in mediating the geographic …
big data has significantly increased the role of algorithms in mediating the geographic …
Transport modelling in the age of big data
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 …
and geo-coded social media records allow to observe and understand mobility behaviour on …
Big data analysis on the spatial networks of urban agglomeration
Urban agglomerations are considered as significant space typologies in the post
globalization & digitalization era. The spatial linkage intensity of cities in urban …
globalization & digitalization era. The spatial linkage intensity of cities in urban …
Country-wide mobility changes observed using mobile phone data during COVID-19 pandemic
In March 2020, the Austrian government introduced a widespread lock-down in response to
the COVID-19 pandemic. Based on subjective impressions and anecdotal evidence …
the COVID-19 pandemic. Based on subjective impressions and anecdotal evidence …
A generative model of urban activities from cellular data
Activity-based travel demand models are becoming essential tools used in transportation
planning and regional development scenario evaluation. They describe travel itineraries of …
planning and regional development scenario evaluation. They describe travel itineraries of …
Urban mobility and activity space
KA Cagney, E York Cornwell… - Annual Review of …, 2020 - annualreviews.org
Recent theoretical and methodological advances in urban sociology, including spatially
located data, provide new opportunities to consider the joint influence of mobility and place …
located data, provide new opportunities to consider the joint influence of mobility and place …