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When and Where: Predicting Human Movements Based on Social Spatial-Temporal Events
7 references·3 citing·39 second hop
When and Where: Predicting Human Movements Based on Social Spatial-Temporal Events (2014)When and Where: Predicting Human Movement…Tutorial on Location-Based Social Networks (2012)Tutorial on Location-Based So…Mining User Mobility Features for Next Place Prediction in Location-Based Services (2012)Mining User Mobility Features…Finding your friends and following them to where you are (2012)Finding your friends and foll…Friendship and mobility (2011)Friendship and mobilityInferring friendship network structure by using mobile phone data (2009)Inferring friendship network …Understanding individual human mobility patterns (2008)Understanding individual huma…Introduction to Time Series and Forecasting (2002)Introduction to Time Series a…Exploiting User and Venue Characteristics for Fine-Grained Tweet Geolocation (2018)Exploiting User and Venue Cha…A potential approach for mobility prediction using GPS data (2017)A potential approach for mobi…STMM: Semantic and Temporal-Aware Markov Chain Model for Mobility Prediction (2015)STMM: Semantic and Temporal-A…The origin of bursts and heavy tails in human dynamics (2005)The scaling laws of human travel (2006)A universal model for mobility and migration patterns (2012)Power-Law Distributions in Empirical Data (2009)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)Reality mining: sensing complex social systems (2005)Limits of Predictability in Human Mobility (2010)Where in the World Are You? Geolocation and Language Identification in Twitter (2014)Birds of a Feather: Homophily in Social Networks (2001)Modeling User Activity Preference by Leveraging User Spatial Temporal Characteristics in LBSNs (2014)Predicting the Next Location: A Recurrent Model with Spatial and Temporal Contexts (2016)DeepMove (2018)Understanding mobility based on GPS data (2008)GeoLife2.0: A Location-Based Social Networking Service (2009)Mining Individual Life Pattern Based on Location History (2009)Location-based social networking data : doubly-constrained gravity model origin-destination estimation of the urban travel demand for Austin, TX (2013)Measuring user similarity using check-ins from LBSN: a mobile recommendation approach for e-commerce and security services (2019)Location-Centric Social Media Analytics: Challenges and Opportunities for Smart Cities (2020)Psychological status of the script concept. (1981)Computational Social Science (2009)Dynamics of Dyads in Social Networks: Assortative, Relational, and Proximity Mechanisms (2010)Human mobility: Models and applications (2018)Next place prediction using mobility Markov chains (2012)Learning significant locations and predicting user movement with GPS (2003)Predicting future locations with hidden Markov models (2012)You are where you tweet (2010)Discovering regions of different functions in a city using human mobility and POIs (2012)Locality-adapted kernel densities of term co-occurrences for location prediction of tweets (2019)Spatio-temporal Event Detection using Poisson Model and Quad-tree on Geotagged Social Media (2019)End-to-End Neural Matching for Semantic Location Prediction of Tweets (2020)Distribution of the Estimators for Autoregressive Time Series with a Unit Root (1979)Generalized autoregressive conditional heteroskedasticity (1986)Co-Integration and Error Correction: Representation, Estimation, and Testing (1987)Analysis of Financial Time Series (2006)Cross‐validation strategies for data with temporal, spatial, hierarchical, or phylogenetic structure (2016)Financial time series forecasting model based on CEEMDAN and LSTM (2018)
this work references cited by second hop

References

  • 2008Understanding individual human mobility patterns6,071 cited
  • 2002Introduction to Time Series and Forecasting3,913 cited
  • 2011Friendship and mobility2,912 cited
  • 2009Inferring friendship network structure by using mobile phone data1,858 cited
  • 2012Finding your friends and following them to where you are343 cited
  • 2012Mining User Mobility Features for Next Place Prediction in Location-Based Services336 cited
  • 2012Tutorial on Location-Based Social Networks77 cited

Cited by

  • 2018Exploiting User and Venue Characteristics for Fine-Grained Tweet Geolocation19 cited
  • 2015STMM: Semantic and Temporal-Aware Markov Chain Model for Mobility Prediction10 cited
  • 2017A potential approach for mobility prediction using GPS data9 cited

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