[HTML][HTML] The promises of big data and small data for travel behavior (aka human mobility) analysis

C Chen, J Ma, Y Susilo, Y Liu, M Wang - Transportation research part C …, 2016 - Elsevier
The last decade has witnessed very active development in two broad, but separate fields,
both involving understanding and modeling of how individuals move in time and space …

A systematic review of machine learning classification methodologies for modelling passenger mode choice

T Hillel, M Bierlaire, MZEB Elshafie, Y Jin - Journal of choice modelling, 2021 - Elsevier
Abstract Machine Learning (ML) approaches are increasingly being investigated as an
alternative to Random Utility Models (RUMs) for modelling passenger mode choice. These …

Urban mobility and neighborhood isolation in America's 50 largest cities

Q Wang, NE Phillips, ML Small… - Proceedings of the …, 2018 - National Acad Sciences
Influential research on the negative effects of living in a disadvantaged neighborhood
assumes that its residents are socially isolated from nonpoor or “mainstream” …

Unravelling daily human mobility motifs

CM Schneider, V Belik, T Couronné… - Journal of The …, 2013 - royalsocietypublishing.org
Human mobility is differentiated by time scales. While the mechanism for long time scales
has been studied, the underlying mechanism on the daily scale is still unrevealed. Here, we …

Portraying the spatial dynamics of urban vibrancy using multisource urban big data

W Tu, T Zhu, J Xia, Y Zhou, Y Lai, J Jiang… - … , Environment and Urban …, 2020 - Elsevier
Understanding urban vibrancy aids policy-making to foster urban space and therefore has
long been a goal of urban studies. Recently, the emerging urban big data and urban analytic …

[HTML][HTML] Toward dynamic urban environmental exposure assessments in mental health research

M Helbich - Environmental research, 2018 - Elsevier
It is increasingly recognized that mental disorders are affected by both personal
characteristics and environmental exposures. The built, natural, and social environments …

[图书][B] Mobile methods

M Büscher, J Urry, K Witchger - 2011 - api.taylorfrancis.com
In the twenty-first century, more than ever, everything and everybody seems to be on the
move. Global flows of people, goods, food, money, information, services and media images …

Understanding urban human activity and mobility patterns using large-scale location-based data from online social media

S Hasan, X Zhan, SV Ukkusuri - Proceedings of the 2nd ACM SIGKDD …, 2013 - dl.acm.org
Location-based check-in services enable individuals to share their activity-related choices
providing a new source of human activity data for researchers. In this paper urban human …

Conceptualization and measurement of environmental exposure in epidemiology: accounting for activity space related to daily mobility

C Perchoux, B Chaix, S Cummins, Y Kestens - Health & place, 2013 - Elsevier
A considerable body of literature has investigated how environmental exposures affect
health through various pathways. These studies have generally adopted a common …

[图书][B] Geographies of rhythm: nature, place, mobilities and bodies

T Edensor - 2012 - books.google.com
In Rhythmanalysis, Henri Lefebvre put forward his ideas on the relationship between time
and space, particularly how rhythms characterize space. Here, leading geographers …