Investigation of Changes in Passenger Behavior Using Longitudinal Smart Card Data
Sign Up to like & getrecommendations! Published in 2021 at "International Journal of Intelligent Transportation Systems Research"
DOI: 10.1007/s13177-020-00232-3
Abstract: To better understand long-term patterns of human mobility, this study examines changes in travel behavior at the individual level based on yearly activity profiles using 3 years of longitudinal smart card data collected in Shizuoka, Japan.… read more here.
Keywords: longitudinal smart; investigation changes; smart card; changes passenger ... See more keywords
Job-worker spatial dynamics in Beijing: Insights from Smart Card Data
Sign Up to like & getrecommendations! Published in 2019 at "Cities"
DOI: 10.1016/j.cities.2018.11.021
Abstract: Abstract As a megacity, Beijing has experienced traffic congestion, unaffordable housing issues and jobs-housing imbalance. Recent decades have seen policies and projects aiming at decentralizing urban structure and job-worker patterns, such as subway network expansion,… read more here.
Keywords: job worker; smart card; card data; job ... See more keywords
Incorporating weather conditions and travel history in estimating the alighting bus stops from smart card data
Sign Up to like & getrecommendations! Published in 2020 at "Sustainable Cities and Society"
DOI: 10.1016/j.scs.2019.101927
Abstract: Abstract Origin-destination flow of passengers in bus networks is a crucial input to the public transport planning and operational decisions. Smart card systems in many cities, however, record only the bus boarding information (namely an… read more here.
Keywords: smart card; bus; travel history; card ... See more keywords
Metro passenger’s path choice model estimation with travel time correlations derived from smart card data
Sign Up to like & getrecommendations! Published in 2020 at "Transportation Planning and Technology"
DOI: 10.1080/03081060.2020.1717135
Abstract: ABSTRACT Smart card data provides a new perspective for estimating a metro passenger’s path choice model in a large-scale urban rail transit network with multiple alternative paths between origin-destination pairs. However, existing research does not… read more here.
Keywords: choice model; card data; path choice; smart card ... See more keywords
A Multiple Classifiers System for Anomaly Detection in Credit Card Data With Unbalanced and Overlapped Classes
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Access"
DOI: 10.1109/access.2020.2972009
Abstract: Frauds and default payments are two major anomalies in credit card transactions. Researchers have been vigorously finding solutions to tackle them and one of the solutions is to use data mining approaches. However, the collected… read more here.
Keywords: credit card; multiple classifiers; card data; detection ... See more keywords
Trip Purpose Identification of Docked Bike-Sharing From IC Card Data Using a Continuous Hidden Markov Model
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Access"
DOI: 10.1109/access.2020.3026685
Abstract: It is different from the previous supervised learning algorithm based on personal travel questionnaire, the aim of this study is to develop an unsupervised learning methodology to estimate the docked bike-sharing users’ trip purposes using… read more here.
Keywords: hidden markov; card data; model; docked bike ... See more keywords
Advertisement Revenue and Exposure Optimization for Digital Screens in Subway Networks Using Smart Card Data
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Intelligent Transportation Systems"
DOI: 10.1109/tits.2022.3203705
Abstract: The digital screens installed inside subway stations generate advertisement revenue by displaying advertisements to passengers. Digital advertisements are increasingly preferred by advertisers because of the high traffic volumes in subway. This paper designs a digital… read more here.
Keywords: advertisement revenue; smart card; card data; digital screens ... See more keywords
Travel pattern-based bus trip origin-destination estimation using smart card data
Sign Up to like & getrecommendations! Published in 2022 at "PLoS ONE"
DOI: 10.1371/journal.pone.0270346
Abstract: Smart card data are widely used in generating the origin and destination (O–D) matrix for public transit, which contains important information for transportation planning and operation. However, the generation of the O–D matrix is limited… read more here.
Keywords: travel; smart card; destination; trip ... See more keywords
Methodology for Extracting Potential Customized Bus Routes Based on Bus Smart Card Data
Sign Up to like & getrecommendations! Published in 2018 at "Energies"
DOI: 10.3390/en11092224
Abstract: To alleviate traffic congestion and traffic-related environmental pollution caused by the increasing numbers of private cars, public transport (PT) is highly recommended to travelers. However, there is an obvious contradiction between the diversification of travel… read more here.
Keywords: methodology; extracting potential; customized bus; smart card ... See more keywords
Relationship between Spatio-Temporal travel patterns derived from smart-card data and local environmental characteristics of Seoul, Korea
Sign Up to like & getrecommendations! Published in 2018 at "Sustainability"
DOI: 10.3390/su10030787
Abstract: With the incorporation of an automated fare-collection system into the management of public transportation, not only can the quality of transportation services be improved but also that of the data collected from users when coupled… read more here.
Keywords: patterns derived; travel patterns; smart card; travel ... See more keywords