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A high-precision heuristic model to detect home and work locations from smart card data

16 references·16 citing·36 second hopsampled

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References

2011Smart card data use in public transit: A literature review930 cited
2015Origin–destination trips by purpose and time of day inferred from mobile phone data637 cited
2011Identifying Important Places in People’s Lives from Cellular Network Data401 cited
2005The potential of public transport smart card data396 cited
2010Using Mobile Positioning Data to Model Locations Meaningful to Users of Mobile Phones393 cited
2007Individual Trip Destination Estimation in a Transit Smart Card Automated Fare Collection System372 cited
2013Understanding urban human activity and mobility patterns using large-scale location-based data from online social media315 cited
2007Estimating a Rail Passenger Trip Origin‐Destination Matrix Using Automatic Data Collection Systems296 cited
2016The TimeGeo modeling framework for urban mobility without travel surveys295 cited
2012Spatiotemporal Patterns of Urban Human Mobility282 cited
2002Origin and Destination Estimation in New York City with Automated Fare System Data274 cited
2006MINING PUBLIC TRANSPORT USER BEHAVIOUR FROM SMART CARD DATA199 cited
2017Transport modelling in the age of big data183 cited
2009Analyzing Multimodal Public Transport Journeys in London with Smart Card Fare Payment Data180 cited

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2005Land Use and Travel Behaviour: Expected Effects from the Perspective of Utility Theory and Activity-Based Theories162 cited

2012Detection of Activities of Public Transport Users by Analyzing Smart Card Data148 cited

Cited by

2021ActivityNET: Neural networks to predict public transport trip purposes from individual smart card data and POIs40 cited
2020You are how you travel: A multi-task learning framework for Geodemographic inference using transit smart card data38 cited
2020Cluster and characteristic analysis of Shanghai metro stations based on metro card and land-use data32 cited
2022Unravelling individual mobility temporal patterns using longitudinal smart card data28 cited
2020Semantic enrichment of secondary activities using smart card data and point of interests: a case study in London21 cited
2019Exploring the Weekly Travel Patterns of Private Vehicles Using Automatic Vehicle Identification Data: A Case Study of Wuhan, China19 cited
2023The equity of public transport crowding exposure16 cited
2022Unravelling the spatial properties of individual mobility patterns using longitudinal travel data15 cited
2022Voting with one's feet: Unraveling urban centers attraction using visiting frequency14 cited
2024Mining individual daily commuting patterns of dockless bike-sharing users: A two-layer framework integrating spatiotemporal flow clustering and rule-based decision trees12 cited
2021Influence of Socioeconomic Factors on Transit Demand During the COVID-19 Pandemic: A Case Study of Bogotá’s BRT System12 cited
2022Associations of land use around rail transit stations with jobs–housing distribution of rail commuters from smart-card data11 cited
2021Research on the Method of Urban Jobs-Housing Space Recognition Combining Trajectory and POI Data10 cited
2024Activity-based individual travel regularity exploring with entropy-space K-means clustering using smart card data9 cited
2024Unveiling mobility patterns beyond home/work activities: A topic modeling approach using transit smart card and land-use data8 cited
2019EXPLORING THE RELATIONSHIP BETWEEN TRAVEL PATTERN AND SOCIAL-DEMOGRAPHICS USING SMART CARD DATA AND HOUSEHOLD SURVEY8 cited