Route choice modeling: past, present and future research directions

CG Prato - Journal of choice modelling, 2009 - Elsevier
Modeling route choice behavior is problematic, but essential to appraise travelers'
perceptions of route characteristics, to forecast travelers' behavior under hypothetical …

How do street attributes affect willingness-to-walk? City-wide pedestrian route choice analysis using big data from Boston and San Francisco

R Basu, A Sevtsuk - Transportation research part A: policy and practice, 2022 - Elsevier
This study adds to the nascent but growing literature on the use of big data for pedestrian
route choice analysis. We explore behavioral preferences for various route attributes in …

Where do cyclists ride? A route choice model developed with revealed preference GPS data

J Broach, J Dill, J Gliebe - Transportation Research Part A: Policy and …, 2012 - Elsevier
To better understand bicyclists' preferences for facility types, GPS units were used to
observe the behavior of 164 cyclists in Portland, Oregon, USA for several days each. Trip …

A GPS-based bicycle route choice model for San Francisco, California

J Hood, E Sall, B Charlton - Transportation letters, 2011 - Taylor & Francis
Recognizing the environmental and health benefits of cycling, cities around the world are
promoting use of the bicycle for everyday transportation, but with limited information about …

A big data approach to understanding pedestrian route choice preferences: Evidence from San Francisco

A Sevtsuk, R Basu, X Li, R Kalvo - Travel behaviour and society, 2021 - Elsevier
Big data from smartphone applications are enabling travel behavior studies at an
unprecedented scale. In this paper, we examine pedestrian route choice preferences in San …

[HTML][HTML] A tutorial on recursive models for analyzing and predicting path choice behavior

M Zimmermann, E Frejinger - EURO Journal on Transportation and …, 2020 - Elsevier
The problem at the heart of this tutorial consists in modeling the path choice behavior of
network users. This problem has been extensively studied in transportation science, where it …

Sampling of alternatives for route choice modeling

E Frejinger, M Bierlaire, M Ben-Akiva - Transportation Research Part B …, 2009 - Elsevier
This paper presents a new paradigm for choice set generation in the context of route choice
model estimation. We assume that the choice sets contain all paths connecting each origin …

Route choice of bike share users: Leveraging GPS data to derive choice sets

DM Scott, W Lu, MJ Brown - Journal of Transport Geography, 2021 - Elsevier
To identify the determinants of bike share users' route choices, this research collects
132,397 hub-to-hub global positioning system (GPS) trajectories over a 12-month period …

A deep inverse reinforcement learning approach to route choice modeling with context-dependent rewards

Z Zhao, Y Liang - Transportation Research Part C: Emerging …, 2023 - Elsevier
Route choice modeling is a fundamental task in transportation planning and demand
forecasting. Classical methods generally adopt the discrete choice model (DCM) framework …

[HTML][HTML] A joint bicycle route choice model for various cycling frequencies and trip distances based on a large crowdsourced GPS dataset

M Łukawska, M Paulsen, TK Rasmussen… - … research part A: policy …, 2023 - Elsevier
One of the aspects that policymakers should consider when promoting cycling is the route
choice behaviour of current cyclists. This study develops a behaviourally realistic route …