Time, space, money, and social interaction: Using machine learning to classify people's mobility strategies through four key dimensions

R Victoriano, A Paez, JA Carrasco - Travel Behaviour and Society, 2020 - Elsevier
Previous activity-based studies have shown that behavioural outcomes are the result of
complex and multidimensional processes. In this context, identifying and characterizing …

Grouping travelers on the basis of their different car and transit levels of use

M Diana, PL Mokhtarian - Transportation, 2009 - Springer
Market segmentation studies in travel behavior research are ordinarily based on
socioeconomic characteristics and personality traits. This study explores the usefulness of a …

Exploring the role of social capital influence variables on travel behaviour

F Di Ciommo, J Comendador… - … Research Part A: Policy …, 2014 - Elsevier
This paper explores the potential role of individual trip characteristics and social capital
network variables in the choice of transport mode. A sample of around 100 individuals living …

What are the multimodal patterns of individual mobility at the day level in the Paris region? A two-stage data-driven approach based on the 2018 Household Travel …

B Yin, F Leurent - Transportation, 2023 - Springer
Human mobility patterns and their socio-demographic association have been widely studied
on travel behavior analysis. To better suit the services of multimodal transport systems …

The role of personal identity attributes in transport mode choice: The case study of Thessaloniki, Greece

N Senikidou, S Basbas, G Georgiadis, T Campisi - Social Sciences, 2022 - mdpi.com
People make numerous trips every day for a variety of purposes. Transport mode choice
directly impacts travel time, congestion, and environmental conditions. It also depends on …

Classification of tours in the US National household travel survey through Clustering Techniques

M Pirra, M Diana - Journal of Transportation Engineering, 2016 - ascelibrary.org
Tours are increasingly being considered as an appropriate unit of observation of mobility
behaviors and are one of the key ideas underpinning contemporary activity-based modeling …

[图书][B] Toward the understanding of urban travel behavior through the classification of daily urban travel/activity patterns

EI Pas - 1980 - search.proquest.com
The research reported here is concerned with urban trave1 behavior, which may be
described as complex from three standpoints. First, it is widely accepted that urban travel is a …

[图书][B] Social networks and travel behaviour

M Grieco - 2015 - books.google.com
In aiming to understand and model peoples' out-of-home movements, the academic field of
transport planning is confronted with two major challenges. Firstly, leisure travel is …

Activity-travel behaviour analysis for universal mobility design

J Zhang, H Timmermans - Transportmetrica, 2012 - Taylor & Francis
This special issue provides additional insights into activity-travel behaviour analysis for
universal mobility design. Four papers are included, focusing on behavioural issues of …

Redefining activity types: Who participates in which leisure activity?

G Akar, KJ Clifton, ST Doherty - Transportation research part A: policy and …, 2012 - Elsevier
This paper analyzes the activity choices of individuals and the links between socio-
demographics, daily schedules and activity attributes using a new activity choice framework …