Travel behavior analysis using smart card data

A Ali, J Kim, S Lee - KSCE Journal of Civil Engineering, 2016 - Springer
… A methodology for generating trips from raw data (individual … analyze the travel behavior
patterns from the OD matrix and step towards activity-based approach for travel demand analysis

Assessing the public transport travel behavior consistency from smart card data

C Espinoza, M Munizaga, B Bustos… - Transportation Research …, 2018 - Elsevier
… mobility between two tables of smart card transactions records. To obtain the consistency of
the travel behavior of a user, we split the table with all his/her smart card records into a set of …

Validating travel behavior estimated from smartcard data

M Munizaga, F Devillaine, C Navarrete… - … Research Part C …, 2014 - Elsevier
… The acquisition of travel information from smartcard data is a growing trend. Many …
activities that must be separated, after a statistical analysis of the data, we propose to use f d …

Identifying and segmenting commuting behavior patterns based on smart card data and travel survey data

P Lin, J Weng, D Alivanistos, S Ma, B Yin - Sustainability, 2020 - mdpi.com
… attributes of the smart card data were not available. To … the smart card data and travel
behavior survey data to complement the missing information of travel purpose in the smart card data

Assessing temporal–spatial characteristics of urban travel behaviors from multiday smart-card data

Y Deng, J Wang, C Gao, X Li, Z Wang, X Li - Physica A: Statistical …, 2021 - Elsevier
… utilizes smart card data in two cities with different geographical features to analyze the
temporal–spatial characteristics of urban travel behaviors. More specifically, by creating travel

Revealing group travel behavior patterns with public transit smart card data

Y Zhang, K Martens, Y Long - Travel Behaviour and Society, 2018 - Elsevier
smart card data-related travel behavior analyses do not make an explicit distinction between
individual travel behavior … Generally speaking, smart card data contain the basic attributes …

Augmenting transit trip characterization and travel behavior comprehension: Multiday location-stamped smart card transactions

KKA Chu, R Chapleau - Transportation research record, 2010 - journals.sagepub.com
… The enhancement allows in-depth travel behavior analysis on a subgroup sharing a …
statistics, spatial analyses with geographic information system, visualizations, and data mining to …

[PDF][PDF] Analyzing large-scale smart card data to investigate public transport travel behaviour using big data analytics

J Maktoubian, M Noori, MG Mouziraji… - J Inform Tech Softw …, 2017 - researchgate.net
… on the uses of smart card data to study travel behavior. In 1968, a plastic card including a …
[3] presented a typical transport planning/data mining approach for travel behavior analysis. …

Examining changes in transit passenger travel behavior through a smart card activity analysis

CH Mojica - 2008 - dspace.mit.edu
… Chapter five attempts to quantify changes in travel behavior by examining individual
smart card activity. Two cross sections are examined: before and during the BLCEP. Several …

Research on the stability of public transit passenger travel behavior based on smart card data

C Cui, Y Zhao, Z Duan - CICTP 2014: Safe, Smart, and Sustainable …, 2014 - ascelibrary.org
behavior. Traditionally, we divide transit passengers into adult, student, and senior citizen …
travel behavior, which is poor efficiency. After analyzing transit passenger daily travel behavior