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Group-based recurrent neural network for human mobility prediction

9 references·4 citing·27 second hop

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References

2010Limits of Predictability in Human Mobility3,230 cited
2016Predicting the Next Location: A Recurrent Model with Spatial and Temporal Contexts1,014 cited
2014Modeling User Activity Preference by Leveraging User Spatial Temporal Characteristics in LBSNs857 cited
2018DeepMove714 cited
2012Next place prediction using mobility Markov chains555 cited
2012Predicting future locations with hidden Markov models384 cited
2016GMove158 cited
2019Predicting Human Mobility via Variational Attention121 cited
2014Check-in Location Prediction Using Wavelets and Conditional Random Fields16 cited

Cited by

2022Beyond fixed time and space: next POI recommendation via multi-grained context and correlation11 cited
2023The spatiotemporal prediction method of urban population density distribution through behaviour environment interaction agent model11 cited
2024Exploring the potential of deep regression model for next-location prediction9 cited
2024Coupling graph neural networks and travel mode choice for human mobility prediction7 cited

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