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Modeling Individual's Movement Patterns to Infer Next Location from Sparse Trajectory Traces
6 references·0 citing·30 second hop
Modeling Individual's Movement Patterns to Infer Next Location from Sparse Trajectory Traces (2018)Modeling Individual's Movement Patterns t…Activity-based Mobility Profiling (2018)Activity-based Mobility Profi…Regions, Periods, Activities (2017)Regions, Periods, ActivitiesModeling of Human Movement Behavioral Knowledge from GPS Traces for Categorizing Mobile Users (2017)Modeling of Human Movement Be…Nokia Mobile Data Challenge: Predicting Semantic Place and Next Place via Mobile Data (2012)Nokia Mobile Data Challenge: …Land-Use Classification Using Taxi GPS Traces (2012)Land-Use Classification Using…Discovering regions of different functions in a city using human mobility and POIs (2012)Discovering regions of differ…Real-Time Urban Monitoring Using Cell Phones: A Case Study in Rome (2010)Urban computing with taxicabs (2011)Uncovering urban human mobility from large scale taxi GPS data (2015)Investigation on the effects of weather and calendar events on bike-sharing according to the trip patterns of bike rentals of stations (2018)Urban function classification at road segment level using taxi trajectory data: A graph convolutional neural network approach (2021)Inferring High-Level Behavior from Low-Level Sensors (2003)Using GPS to learn significant locations and predict movement across multiple users (2003)Inferring friendship network structure by using mobile phone data (2009)Discovering People's Life Patterns from Anonymized WiFi Scanlists (2014)A Deep Multi-Modal Fusion Approach for Semantic Place Prediction in Social Media (2017)An Automatic Annotation Method for Discovering Semantic Information of Geographical Locations from Location-Based Social Networks (2019)Friendship and mobility (2011)Learning Urban Community Structures (2018)Habit2vec: Trajectory Semantic Embedding for Living Pattern Recognition in Population (2019)Exploring Millions of Footprints in Location Sharing Services (2021)Geospatial Artificial Intelligence (GeoAI) (2021)The Livehoods Project: Utilizing Social Media to Understand the Dynamics of a City (2021)Mining correlation between locations using human location history (2009)Understanding transportation modes based on GPS data for web applications (2010)StudentLife (2014)Generating synthetic mobility traffic using RNNs (2017)Exploring the association between mobility behaviours and academic performances of students: a context-aware traj-graph (CTG) analysis (2018)How Mobility Patterns Drive Disease Spread: A Case Study Using Public Transit Passenger Card Travel Data (2019)Limits of Predictability in Human Mobility (2010)Intra-Urban Human Mobility and Activity Transition: Evidence from Social Media Check-In Data (2014)Spatio-Temporal Analysis of Passenger Travel Patterns in Massive Smart Card Data (2017)DeepAGS: Deep learning with activity, geography and sequential information in predicting an individual's next trip destination (2024)Modeling User Activity Preference by Leveraging User Spatial Temporal Characteristics in LBSNs (2014)Methodologies for Cross-Domain Data Fusion: An Overview (2015)Extracting urban functional regions from points of interest and human activities on location‐based social networks (2017)
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References

  • 2012Discovering regions of different functions in a city using human mobility and POIs1,136 cited
  • 2012Land-Use Classification Using Taxi GPS Traces290 cited
  • 2017Regions, Periods, Activities142 cited
  • 2017Modeling of Human Movement Behavioral Knowledge from GPS Traces for Categorizing Mobile Users23 cited
  • 2012Nokia Mobile Data Challenge: Predicting Semantic Place and Next Place via Mobile Data17 cited
  • 2018Activity-based Mobility Profiling11 cited

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