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Understanding the Impact of Data Sparsity and Duration for Location Prediction Applications
7 references·0 citing·31 second hop
Understanding the Impact of Data Sparsity and Duration for Location Prediction Applications (2015)Understanding the Impact of Data Sparsity…Where Will You Go? Mobile Data Mining for Next Place Prediction (2013)Where Will You Go? Mobile Dat…A next location prediction method for smartphones using blockmodels (2013)A next location prediction me…Next place prediction using mobility Markov chains (2012)Next place prediction using m…Mining User Mobility Features for Next Place Prediction in Location-Based Services (2012)Mining User Mobility Features…NextPlace: A Spatio-temporal Prediction Framework for Pervasive Systems (2011)NextPlace: A Spatio-temporal …Adaptive user movement prediction for advanced location-aware services (2009)Adaptive user movement predic…Learning significant locations and predicting user movement with GPS (2003)Learning significant location…Reality mining: sensing complex social systems (2005)Predicting user movement for advanced location-aware services (2007)Understanding mobility based on GPS data (2008)Limits of Predictability in Human Mobility (2010)Predicting future locations with hidden Markov models (2012)Approaching the Limit of Predictability in Human Mobility (2013)Understanding Human Mobility from Twitter (2015)Power-Law Distributions in Empirical Data (2009)Friendship and mobility (2011)SoCoMo marketing for travel and tourism: Empowering co-creation of value (2015)A Survey of Location Prediction on Twitter (2018)Power-law distributions in empirical data (2018)Revisiting User Mobility and Social Relationships in LBSNs: A Hypergraph Embedding Approach (2019)Using GPS to learn significant locations and predict movement across multiple users (2003)Periodicity Based Next Place Prediction (2012)PnLUM : System for Prediction of Next Location for Users with Mobility (2012)Elimination of the Travel Diary: Experiment to Derive Trip Purpose from Global Positioning System Travel Data (2001)The Museum Wearable: real-time sensor-driven understanding of visitors' interests for personalized visually-augmented museum experiences (2002)Discovering personally meaningful places (2007)Analysis of human mobility patterns from GPS trajectories and contextual information (2015)A survey on deep learning for human mobility (2023)Permission-based mobile advertising (2002)Volunteered Geographic Information and Crowdsourcing Disaster Relief: A Case Study of the Haitian Earthquake (2010)The Mobile Data Challenge: Big Data for Mobile Computing Research (2012)Effective fine-grained location prediction based on user check-in pattern in LBSNs (2018)BuScope (2019)Venue2Vec: An Efficient Embedding Model for Fine-Grained User Location Prediction in Geo-Social Networks (2019)Understanding individual human mobility patterns (2008)gSCorr (2012)Interdependence and predictability of human mobility and social interactions (2013)Analyzing large-scale human mobility data: a survey of machine learning methods and applications (2018)
this work references cited by second hop

References

  • 2012Next place prediction using mobility Markov chains555 cited
  • 2012Mining User Mobility Features for Next Place Prediction in Location-Based Services336 cited
  • 2003Learning significant locations and predicting user movement with GPS334 cited
  • 2011NextPlace: A Spatio-temporal Prediction Framework for Pervasive Systems277 cited
  • 2013Where Will You Go? Mobile Data Mining for Next Place Prediction42 cited
  • 2013A next location prediction method for smartphones using blockmodels13 cited
  • 2009Adaptive user movement prediction for advanced location-aware services5 cited

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