[HTML][HTML] A review of Machine Learning (ML) algorithms used for modeling travel mode choice

JD Pineda-Jaramillo - Dyna, 2019 - scielo.org.co
In recent decades, transportation planning researchers have used diverse types of machine
learning (ML) algorithms to research a wide range of topics. This review paper starts with a …

The role of attitudes, transport priorities, and car use habit for travel mode use and intentions to use public transportation in an urban Norwegian public

Ö Şimşekoğlu, T Nordfjærn, T Rundmo - Transport policy, 2015 - Elsevier
The present study aims to identify clusters of transport users and to examine the role of
transport priorities, travel mode use attitudes, and car use habit on travel mode use. An …

Happiness and travel mode switching: Findings from a Swiss public transportation experiment

M Abou-Zeid, R Witter, M Bierlaire, V Kaufmann… - Transport Policy, 2012 - Elsevier
We present results from a recent experiment conducted in Switzerland that studies the
effects of a temporary change in the mode of travel to work on travel happiness and mode …

[HTML][HTML] A systematic literature review of mobility attitudes and mode choices: MENA and South Asian cities

AG Chaudhry, H Masoumi, HL Dienel - Frontiers in Sustainable Cities, 2023 - frontiersin.org
Urban mobility behavior is influenced by complex interrelations of personal attitudes,
neighborhood design, emerging digitalized shared mobility services, and urban …

Exploring factors associated with commute mode choice: An application of city-level general social survey data

J Ko, S Lee, M Byun - Transport policy, 2019 - Elsevier
Developing sustainable transportation systems in a city can be substantially assisted by
promoting environmentally friendly transportation modes such as walking, cycling, and …

[HTML][HTML] Ranking factors affecting public transport mode choice of commuters in an urban city of a developing country using analytic hierarchy process: The case of …

FL Mayo, EB Taboada - Transportation Research Interdisciplinary …, 2020 - Elsevier
Understanding the factors that impact commuter's transport mode choice is one of the
important key aspects to consider when aiming for a sustainable transportation system …

Factors affecting modal choice in urban mobility

Y Tyrinopoulos, C Antoniou - European Transport Research Review, 2013 - Springer
Purpose This paper addresses the urban transit sector investigating variables affecting the
habitual modal choices of commuters aiming to gain insight into the key factors affecting …

Transit service quality analysis using cluster analysis and decision trees: a step forward to personalized marketing in public transportation

J de Oña, R de Oña, G López - Transportation, 2016 - Springer
A transit service quality study based on cluster analysis was performed to extract detailed
customer profiles sharing similar appraisals concerning the service. This approach made it …

Investigating the subjective and objective factors influencing teenagers' school travel mode choice–An integrated choice and latent variable model

M Kamargianni, S Dubey, A Polydoropoulou… - … Research Part A: Policy …, 2015 - Elsevier
In this paper, we apply Bhat and Dubey's (2014) new probit-kernel based Integrated Choice
and Latent Variable (ICLV) model formulation to analyze children's travel mode choice to …

Public acceptability towards Low Emission Zones: The role of attitudes, norms, emotions, and trust

C Morton, G Mattioli, J Anable - Transportation Research Part A: Policy and …, 2021 - Elsevier
In recent years, the topic of air quality has grown in prominence due to an improved
understanding of the detrimental impacts of local air pollutants on human health and …