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A Destination Prediction Model for Individual Passengers in Urban Rail Transit
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A Destination Prediction Model for Individual Passengers in Urban Rail Transit (2020)A Destination Prediction Model for Indivi…Trip destination prediction based on multi-day GPS data (2018)Trip destination prediction b…Individual mobility prediction using transit smart card data (2018)Individual mobility predictio…Spatio-Temporal Analysis of Passenger Travel Patterns in Massive Smart Card Data (2017)Spatio-Temporal Analysis of P…Predicting Individual Trip Destinations with Artificial Potential Fields (2017)Predicting Individual Trip De…Estimation of Passenger Route Choice Pattern Using Smart Card Data for Complex Metro Systems (2016)Estimation of Passenger Route…Recovering Human Mobility Flow Models and Daily Routine Patterns in a Smart Environment (2014)Recovering Human Mobility Flo…Leveraging periodicity in human mobility for next place prediction (2014)Leveraging periodicity in hum…Practical model with strong interpretability and predictability: An explanatory model for individuals' destination prediction considering personal and crowd travel behavior (2020)Practical model with strong i…Inferring friendship network structure by using mobile phone data (2009)Limits of Predictability in Human Mobility (2010)Friendship and mobility (2011)Next place predictions based on user mobility traces (2015)A mobility prediction system leveraging realtime location data streams (2016)A Survey of Open Source User Activity Traces with Applications to User Mobility Characterization and Modeling (2021)Urban transportation networks: Equilibrium analysis with mathematical programming methods (1986)Foundations of Dynamic Traffic Assignment: The Past, the Present and the Future (2001)Smart card data use in public transit: A literature review (2011)Learning the route choice behavior of subway passengers from AFC data (2017)Urban Human Mobility (2019)Process Mining (2011)Process Mining: Discovery, Conformance and Enhancement of Business Processes (2011)Unravelling daily human mobility motifs (2013)Data and Decision Intelligence for Human-in-the-Loop Cyber-Physical Systems: Reference Model, Recent Progresses and Challenges (2017)Mining smart card data for transit riders’ travel patterns (2013)Urban Computing (2014)Improved Deep Hybrid Networks for Urban Traffic Flow Prediction Using Trajectory Data (2018)Modeling real-time human mobility based on mobile phone and transportation data fusion (2018)Understanding Private Car Aggregation Effect via Spatio-Temporal Analysis of Trajectory Data (2021)Using GPS to learn significant locations and predict movement across multiple users (2003)Understanding mobility based on GPS data (2008)Activity-Aware Map: Identifying Human Daily Activity Pattern Using Mobile Phone Data (2010)Understanding individual human mobility patterns (2008)Speech and language processing (2010)Emerging Big Data Sources for Public Transport Planning: A Systematic Review on Current State of Art and Future Research Directions (2019)A hierarchical temporal attention-based LSTM encoder-decoder model for individual mobility prediction (2020)Discovering latent activity patterns from transit smart card data: A spatiotemporal topic model (2020)Predestination: Inferring Destinations from Partial Trajectories (2006)Learning and inferring transportation routines (2007)The habit-driven life: Accounting for inertia in departure time choices for commuting trips (2020)Assessing temporal–spatial characteristics of urban travel behaviors from multiday smart-card data (2021)How do young people move around in urban spaces?: Exploring trip patterns of generation-Z in urban areas by examining travel histories on Google Maps Timeline (2023)Mining correlation between locations using human location history (2009)An Attention-Based Deep Learning Framework for Trip Destination Prediction of Sharing Bike (2020)
this work references cited by second hop

References

  • 2017Spatio-Temporal Analysis of Passenger Travel Patterns in Massive Smart Card Data197 cited
  • 2018Individual mobility prediction using transit smart card data140 cited
  • 2016Estimation of Passenger Route Choice Pattern Using Smart Card Data for Complex Metro Systems134 cited
  • 2018Trip destination prediction based on multi-day GPS data77 cited
  • 2014Leveraging periodicity in human mobility for next place prediction10 cited
  • 2014Recovering Human Mobility Flow Models and Daily Routine Patterns in a Smart Environment8 cited
  • 2017Predicting Individual Trip Destinations with Artificial Potential Fields6 cited

Cited by

  • 2020Practical model with strong interpretability and predictability: An explanatory model for individuals' destination prediction considering personal and crowd travel behavior3 cited

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